Amidst strong economic recovery, risks stemming from COVID-19 and inflation build Special Focus on Russia’s green transition: pathways, risks and robust policies 46 Russia Economic Report December 2021 Amidst strong economic recovery, risks stemming from COVID-19 and inflation build Special Focus on Russia’s green transition: pathways, risks and robust policies 46 Russia Economic Report December 2021 This report is part of a biannual report series that is led by the World Bank Macroeconomics, Trade and Investment (MTI) Global Practice. The team that prepared this edition was led by David Knight (Lead Economist for Russia, MTI) and Olga Emelyanova (Economist, MTI), and consisted of Irina Rostovtseva (Research Analyst, MTI), Samuel Freije-Rodriguez (Lead Economist, POV), Vladimir Kolchin (EECPV), Peter Nagle (Senior Economist, EPGDR), Collette Mari Wheeler (Senior Economist, EPGDR), Franz Ulrich Ruch (Economist, EPGDR), Katerina Levitanskaya (Operations Officer, CEUA1), Lucie Johanna Wuester (Consultant, MTI), Henry Aviomoh (Young Professional, MTI), Appolenia Mbowe (Senior Economist, MTI) and Anna Prokhorova (Consultant, MTI). The focus note “Pathways, risks and robust policies for Russia’s green transition” was produced by the World Bank team consist- ing of Grzegorz Peszko (Lead Economist, SENGL), Jevgenijs Steinbuks (Senior Economist, DECSI), David Knight (Lead Economist for Russia, MTI), Olga Emelyanova (Economist, MTI) and Irina Rostovtseva (Research Analyst, MTI). This focus note builds on the work of the teams who prepared the forthcoming accompanying reports, “Energy Subsidies in Russia: Size, Impact, and Potential for Reform” and “Russia and Global Green Transition: Risks and Opportunities”. We are grateful to peer reviewers Annette Kyobe (IMF Resident Representative, Russia); Habib Rab (Lead Economist, EEAM2); Kevin Carey (Lead Economist, EMNDR) and Sanja Madzarevic-Sujster (Senior Economist, EECM2). The team would like to thank Renaud Seligmann (Country Director for the Russian Federation), Sandeep Mahajan (Practice Man- ager, MTI Global Practice), Vladislava Nemova (Senior Environmental Specialist, SCAEN), Tigran Shmis (Senior Education Specialist, HECED), Sevil Salakhutdinova (Senior Health Specialist, HESHN) for their comments and advice, and Lida Arsamakova (Program Assistant, ECCRU) for administrative support. The report was edited by Christopher Pala (Consultant). This report was published on December 1, 2021. For queries, please contact David Knight at dknight1@worldbank.org. Table of contents Abbreviations and Acronyms.................................................................................................................vII OVERVIEW ......................................................................................................................................................IX Part I Recent Economic Developments .................................................................................................. 1 1.1 Global activity: Cooling amid protracted pandemic and sustained supply disruptions.................................. 2 1.2 Russia: Strong recovery, momentum weakening towards end of year........................................................... 7 1.3 Balance of Payments: The current account is buoyed by high commodity prices........................................ 15 1.4 Monetary policy: The Central Bank is on front foot in the battle against inflation....................................... 24 1.5 Financial sector: Risks lessen as credit growth continues. ............................................................................ 29 1.6 Fiscal policy: Consolidation and revenue growth......................................................................................... 33 1.7 Labor market and social developments: A tight labor market exacerbated by a migrant-labor shortage.... 38 Part II Outlook............................................................................................................................................ 47 Part III Russia’s green transition: Pathways, risks and robust policies..................................... 57 The green transition is gaining momentum globally and Russia intends to be part of it................................... 58 Cooperative climate action may be Russia’s most robust policy response: results from a scenario analysis . .. 61 What domestic policy action is needed to achieve the government’s low-carbon vision?................................ 67 Energy taxation and carbon pricing............................................................................................................. 67 Reforming subsidies for consumers of fossil fuels....................................................................................... 68 Using revenues to support green innovation and asset diversification....................................................... 72 List of Figures Figure 1-1: A rapid acceleration in new COVID-19 cases in Europe is pushing up global cases, possibly disrupting activity going into 2022. ........................................................................................................................ 2 Figure 1-2: Global vaccination has progressed, particularly in some large EMDEs, but Russia still trails the world... 2 Figure 1-3: Growth slowed sharply in the United States and China in the third quarter, in contrast to that of the euro area..................................................................................................................................................... 3 Figure 1-4: The global composite PMI has stabilized, supported by services activity................................................. 3 Figure 1-5: Supply bottlenecks persist, with growing delays in supplier delivery times. ............................................. 3 Figure 1-6: Slowing manufacturing PMI new export orders point to further moderation in global goods trade. ....... 3 Figure 1-7: Inflationary pressures are building across many economies, especially those in ECA.............................. 4 Figure 1-8: Monetary policy rates have risen in response to above-target inflation, particularly in Russia................ 4 Figure 1-9: Global financial conditions are broadly stable amid a divergence between advanced economies and EMDEs............................................................................................................................................................. 5 Figure 1-10: Credit spreads on EMDE sovereign bonds have drifted upwards since mid-2021.................................. 5 Figure 1-11: Prior to the latest COVID-19 wave, PMIs in the euro area edged down but continued to indicate robust growth at the start of the fourth quarter. ................................................................................ 5 Figure 1-12: China’s retail sales continued to recover in October, while industrial production growth remained modest amid electricity shortages........................................................................................................ 5 Figure 1-13: GDP growth accelerated in Q2 2021....................................................................................................... 8 Figure 1-14: Output in almost all non-resource economic sectors exceeded pre pandemic levels............................ 8 Figure 1-15: From late 2020 to the third quarter of 2021, Russia’s COVID-19 controls were markedly less stringent than the average for EMDEs and advanced economies................................................................... 8 Figure 1-16: Mobility data show visits to retails areas, transit stops and workplaces rising to reach the levels of a typical year, or even higher (Community mobility data, percentage difference to baseline)......................... 8 Figure 1-17: Household consumption contributed the most to GDP growth acceleration in Q2 2021 (contribution to qoq growth adjusted for seasonality).......................................................................................... 9 Figure 1-18: Robust credit growth in the second quarter supported consumption (3mo3m).................................... 9 Figure 1-19: Pent-up demand supported household consumption expansion in Q2 (Share of HH consumption in GDP)............................................................................................................................................. 9 Figure 1-20: Investment picked up in most sectors in first half of 2021(Large and medium enterprises)................ 10 Figure 1-21: Recovery has been uneven across Russia’s regions. .............................................................................. 10 Figure 1-22: The majority of regions showed positive growth in industrial production and retail trade, while the Urals and Siberia federal districts saw the weakest recovery. Industrial production and retail trade, January-September 2021, percent, yoy............................................................................................................... 10 Figure 1-23: In the first half of 2021, negative investment growth was registered in the Southern and Urals federal districts.Investment growth, January – September 2021, index, yoy...................................... 11 Figure 1-24: Both manufacturing and services lost momentum in Q3. ..................................................................... 11 Figure 1-25: High-frequency statistics points to a slowdown in supply and demand in the Q3................................ 12 Figure 1-26: Capacity utilization in the industrial sectors has been above its long-term average levels in Q1 -Q3 2021 (percent of total)......................................................................................................................... 12 Figure 1-27: COVID-19 cases reached new highs (Daily new COVID-19 cases per million people)........................... 12 Figure 1-28: And death rates are higher than comparators (Daily new deaths per million people)......................... 12 Figure 1-29: Regions in the west and far east where vaccination rates are low and cases higher are at high risk. Bivariate map-chart of total COVID cases and vaccination coverage by region........................................... 13 Figure 1-30: Strong CAB on rising goods exports and continued low service and income debits............................. 15 Figure 1-31: Gains relative to pre-COVID period due to non-energy exports and lower tourism exports (Year-to-date change, 2021 on 2019)................................................................................................................... 15 Figure 1-32: Strong fuel exports growth . ................................................................................................................. 16 Figure 1-33: …and non-fuel exports on back of higher commodity prices................................................................ 16 Figure 1-34: Energy exports grow amidst rising global prices................................................................................... 20 Figure 1-35: Services deficit remained muted in 3Q2021......................................................................................... 21 Figure 1-36: Trends in investment income debits .................................................................................................... 21 Figure 1-37: Private capital inflows rising. Private sector net capital flows, 12 month rolling sum. .......................... 23 Figure 1-38: As Russia proactively raises interest rates (Year-on-year change in inflation and interest rate)........... 23 Figure 1-39: Portfolio flows and reserve asset changes balance the current account in 2021 to date (Financial account net position, million USD)...................................................................................................... 23 Figure 1-40: The ruble gradually appreciated in 2021 (Exchange rate indices)......................................................... 23 Figure 1-41: CBR’s gross international reserves have risen over 2021...................................................................... 24 Figure 1-42: Inflation dynamics................................................................................................................................. 25 Figure 1-43: Producer price inflation highest for more than 20 years (Producer prices index inflation, year-on-year)....................................................................................................................................................... 26 Figure 1-44: Upwards pressure on input prices lessening in manufacturing. Manufacturing Purchasing Managers Survey, input price dispersion index (>50 means input prices are rising)........................................... 26 Figure 1-45: Monetary tightening began early this year........................................................................................... 27 Figure 1-46: The banking sector’s key credit-risk and performance indicators have remained largely stable.......... 29 Figure 1-47: Strong lending growth, coupled with active loan restructuring, helped bring NPL rates down (share of total outstanding loans)........................................................................................................................ 29 Figure 1-48: Deposit rates are growing following the policy rate.............................................................................. 31 Figure 1-49: Funding is supported by the deposits, both households and companies (yoy).................................... 31 Figure 1-50: Corporate lending growth has been strong (yoy, inflation-adjusted).................................................... 31 Figure 1-51: Retail lending continues to accelerate (yoy, inflation-adjusted). ........................................................... 31 Figure 1-52: The authorities are on track to consolidate the budget........................................................................ 34 Figure 1-53: Income taxes and VAT contributed the most to the non-oil/gas revenues growth (Share in gg budget revenues increase)............................................................................................................... 34 Figure 1-54: Domestic demand recovery was an important factor behind VAT receipts growth ............................. 34 Figure 1-55: In the first 9 months of 2021, federal budgetary primary expenditures increased by about 1.4 percent in real terms, yoy (Federal budget expenditures – billion rubles).......................................... 34 Figure 1-56: Federal budget revenues growth outpaced expenditures.................................................................... 35 Figure 1-57: Spending on the Digital Economy National Project was the slowest in the first 8 months of 2021 (Share of actual spending in the amount planned for 2021).................................................................. 35 Figure 1-58: The fiscal positions of regions improved in the first nine months of 2021........................................... 35 Figure 1-59: In 2021, NWF will gain from windfall oil and gas revenues (Net foreign exchange purchases for NWF). .............................................................................................................................................................. 37 Figure 1-60: In 2021, debt burden at the regional level decreased.......................................................................... 38 Figure 1-61: The 10 regions with the highest debt burden in 9m2021 (percent of tax/non-tax revenues).............. 38 Figure 1-62: Labor force participation rates stay on or above the trend line (labor force participation rate by gender). .................................................................................................................................................... 39 iv Russia Economic Report | № 46. December 2021 Figure 1-63: Gender gap in unemployment rates closed as labor markets recovered (unemployment rate by gender). .................................................................................................................................................... 39 Figure 1-64: Ratio of unemployed to job posts by Federal District........................................................................... 39 Figure 1-65: The share of women in furlough programs exceeded that of men (share of women and men on furlough programs and full-time employment).............................................................................................. 40 Figure 1-66: Job gains are concentrated in three sectors (changes in employment by economic activity, Q2 2021 vs Q2 2020)............................................................................................................................................ 41 Figure 1-67: Most jobs were created in the informal sector since Q2 2020 (changes in employment in formal/informal markets, y-o-y)....................................................................................................................... 41 Figure 1-68: Real wages increased sharply in the second quarter of 2021 (yoy)...................................................... 41 Figure 1-69: Real labor income recuperated to the pre-pandemic levels (real money income, per capita)............. 41 Figure 1-70: Relative and absolute annual poverty rates in recent years are similar................................................ 43 Figure 2-1: Global growth expected to moderate next year (GDP growth, yoy)....................................................... 48 Figure 2-2: Model-based projections suggest that inflation will ease in 2022, but will likely remain above target in many economies......................................................................................................................................... 48 Figure 2-3: Market-based inflation forecasts in the United States and euro area are rising rapidly amid ongoing supply chain disruptions ....................................................................................................................... 49 Figure 2-4: COVID vaccinations and deaths, high and upper-middle income countries, first half of October 2021. 49 Figure 2-5: Oil demand forecast................................................................................................................................ 50 Figure 2-6: Oil spare capacity.................................................................................................................................... 50 Figure 2-7: Output gap projections........................................................................................................................... 51 Figure 2-8: Growth rate and oil price chart.............................................................................................................. 51 Figure 2-9: Uncertainty about inflation and monetary policy stances remains high in Russia and worldwide......... 52 Figure 3-1: Benchmarking Russia’s preparedness (exposure and resilience) to low-carbon transition.................... 59 Figure 3-2: Fossil fuel rents as a share of GDP and change over time....................................................................... 60 Figure 3-3: Changes in carbon intensity of GDP, 2007-18 (including land-use change and forestry) tCO2e/ million constant 2015 $ GDP and change in percent........................................................................................... 60 Figure 3-4: Carbon prices (left) and emission trajectories (right) under different climate policy scenairos............. 62 Figure 3-5: Changes in GDP and welfare................................................................................................................... 64 Figure 3-6: Change in the value of Russian fossil fuel assets w.r.t. BaU, Billions, 2018 US$ ..................................... 66 Figure 3-7: Effective taxes on road and non-road emissions in OECD and other countries. ...................................... 69 Figure 3-8: Natural gas consumer subsidies across Russian regions......................................................................... 70 Figure 3-9: Electricity consumer cross-subsidies by Russian regions........................................................................ 70 Figure 3-10: Regional economies would benefit from the removal of energy subsidies.......................................... 71 Figure 3-11: Removal of subsidies would adversely affect household welfare......................................................... 72 Figure 3-12: Active asset diversification policies could increase both GDP and welfare above BaU, especially with cooperative carbon pricing, fulfinling all aspirations of the Russian Low Carbon Development Strategy. . 73 Russia Economic Report| № 46. December 2021 v list of tables Table 2 1: Main macroeconomic indicators............................................................................................................... 53 .................................................................................................................................... 62 Table 3-1: Scenario structure. Table 3-2: Summary of GDP and welfare impacts compared to baseline by 2050 in different scenarios ................ 63 list of boxes Box 1. Energy prices have continued to rise, while non-energy commodity prices have plateaued at a high level.. .. 6 Box 2. Recent COVID-19 developments.. ................................................................................................................... 14 Box 3. Commodity markets and Russia: short-term and long-term developments.................................................. 17 Box 4. Russia’s cross-continental rail connections as a growing alternative to sea freight between China and Europe................................................................................................................................................. 21 Box 5. Inflationary Pressures and Monetary Policy Response in Russia.................................................................... 27 Box 6. Stabilizing institutions for oil price volatility................................................................................................... 36 Box 7. Labor migration developments since the onset of COVID-19......................................................................... 42 Box 8. Russia’s new poverty measure....................................................................................................................... 44 Box 9. Vaccine hesitancy and COVID-19.................................................................................................................... 50 Box 10. Strategy for socio-economic development of the Russian Federation with a low level of greenhouse gas emissions until 2050...................................................................................................................................... 55 Box 11. The case of the EU’s planned Carbon Border Adjustment Mechanism........................................................ 64 vi Russia Economic Report | № 46. December 2021 Abbreviations and Acronyms AE Advanced Economies BAM The Baikal-Amur Magistral BAT The Best Available Technology BaU Business as Usual BBL Barrel BCAT Border Carbon Adjustment Taxes BP British Petroleum BRIC Brazil, Russia, India and China CAB Current account balance CAIT Climate Watch Data Explorer CARB California Air Resources Board CBAM Carbon Border Adjustment Mechanism CBR Central Bank of Russia CCDR Climate Change Development Report CGE Computable General Equilibrium GHG Greenhouse gas CO2 Carbon dioxide COVID-19 Corona Virus Disease 2019 CIS Commonwealth of Independent States CPB Netherlands Bureau for Economic Policy Analysis CPI Consumer price index CPL Cost per Lead DC District of Columbia DOM.RF The Russian housing agency ECA Europe and Central Asia EEA The European Economic Area EITE Energy-intensive and trade-exposed EMDE Emerging Markets and Developing Economy ENVISAGE The Environmental Impact and Sustainability Applied General Equilibrium ERAI The Eurasian Rail Alliance Index ESG Environmental, Social and Governance ETS Emissions Trading System EU European Union FCND Food Consumption and Nutrition Division FEU Forty-foot Equivalent Unit FFDC Fossil Fuel-Dependent Countries FX Foreign Currency FZ Federal Law GCC Gulf Cooperation Council GDP Gross Domestic Product GHG Greenhouse Gas Emissions GLP Good Laboratory Practice GNFS General Number Field Sieve GTAR The Global Trade Analysis Project HH Household ICT Information and communications technology IEA International Energy Agency Russia Economic Report| № 46. December 2021 vii IHS Markit American-British information provider IMF The International Monetary Fund IPCC The Intergovernmental Panel on Climate Change IPSOS Global market research and a consulting firm JODI The Joint Organizations Data Initiative Kb/d Thousand barrels per day LCDS Low-Carbon Development Strategy LHS Left-Hand Side LNG Liquid Natural Gas LUCF Land-Use Change and Forestry MRV Monitoring, Reporting and Verification systems NDC Nationally Determined Contribution NEER The Nominal Effective Exchange Rate NFI Net fossil fuel Importing Countries NPL Non-Performing Loan NPV Net Present Value NWF National Wealth Fund OECD Organization for Economic Co-operation and Development OPEC+ Organization of the Petroleum Exporting Countries OxCGRT The Oxford COVID-19 Government Response Tracker PMI Purchasing Managers’ Index PTI Payment-to-Income QOQ Quarter-on-Quarter RHS Right-Hand Side ROA Return on Assets ROE Return on Equity ROSSTAT Russian Federal State Statistics Service SAAR Seasonally Adjusted Annual Rate SDR Special Drawing Rights SME Small and Medium-sized Enterprises TASS Russian News Agency TEU Twenty-foot equivalent unit TVP-VAR Time-Varying Parameter Vector Autoregressive model UK United Kingdom UN Comtrade International Trade Statistics Database UNFCCC United Nations Framework Convention on Climate Change UNWTO United Nations World Tourism Organization UMICs Upper Middle-Income Countries USA The United States of America USDA United States department of Agriculture VAR Vector Autoregressions WCI The World Container Index WDI World Development Indicators YOY Year-over-Year viii Russia Economic Report | № 46. December 2021 OVERVIEW A. The global economy cools amid an ongoing pan- Inflation has risen to become a central concern, with demic, sustained supply disruptions and high energy global financial conditions tightening as central banks prices act. Global headline inflation has increased steadily in 2021, reaching 4.9 percent year-on-year in October G lobal activity is now moderating from a strong re- bound following the pandemic recession. Following a sharp rebound in the second half of 2020, the pace of — 1.9 percentage points above its pre-pandemic level in January 2020 (Figure O-2). The rise in inflation was broad-based across regions and components, reflecting the global recovery eased in the first half of 2021, held a combination of robust global demand for goods, sharp back by renewed COVID-19 outbreaks, ongoing supply increases in energy and food prices, and worsening chain bottlenecks and high commodity prices. Despite global supply bottlenecks. Inflation surpassed the tar- good vaccination progress across advanced economies gets of many central banks, particularly in EMDEs in Eu- and many large emerging markets and developing econo- rope and Central Asia. In advanced economies, financial mies (EMDEs), global growth moderated further in the conditions have eased, with equity valuations surging third quarter as sharp slowdowns in the United States and to all-time highs, boosted by strong corporate earnings. China more than offset robust growth in the euro area Despite rising inflation and the Federal Reserve reduc- (Figure O-1). Much of the recent deceleration in global ing the pace of asset purchases in November, 10-year economic activity reflected mounting supply bottlenecks, government bond yields have edged up only modestly in including energy shortages in China, which have severely the United States, especially in comparison to the Taper hampered global industrial production and supply chains. Figure O-1: Growth slowing in the United States and China, Figure O-2: Inflationary pressures building worldwide but robust in the euro area Source: Oxford Economics; World Bank. Sources: Haver Analytics; World Bank. Note: Chart shows real local currency qoq saar growth for the euro area, China, Note: Figure shows the annual percentage change in the consumer price index. and the United States. China GDP seasonally adjusted by Oxford Economics. Aggregates are calculated using real U.S. dollar GDP weights at 2019 prices and market exchange rates. Sample includes 34 advanced economies and 73 EMDEs. Russia Economic Report| № 46. December 2021 ix Overview Tantrum1 episode of 2013. In contrast, EMDEs have ex- (Figure O-5). Growth in the second quarter pushed quar- perienced a tightening of financial conditions in recent terly economic activity above its previous high point in months, due to pandemic setbacks, country-specific 2019. This spending splurge resulted from a release of risks, and more recently, a broad-based increase in pol- unfulfilled demand built up while COVID-19 restrictions icy rates to address above-target inflation. were in place, aided by increased credit, Russian tourists staying at home for their holidays this year, and resource Energy prices have hit historical highs. Energy prices have inflows via the energy sector. continued an upward run throughout most of the year. Crude oil reached a seven-year high at end-October while Investment growth also strengthened into the second natural gas and coal prices have risen to all-time highs. quarter. Gross fixed capital formation posted strong The increase in prices partly reflects the unexpectedly growth of 6.6 percent, qoq (seasonally adjusted), in the strong rebound in demand, especially in China and India, second quarter. Investment was particularly high in the while prices were also heavily affected by supply chain financial, accommodation, ICT, and wholesale and retail and weather-related disruptions. Non-energy prices trade service sectors. Higher corporate credit growth, have remained elevated, particularly those with high en- which peaked in May-July, fed into investment growth ergy content, while iron prices have slipped as China an- along with previous contributing factors. nounced scaled-down steel production (Figure O-3). After scaling up rapidly and hitting capacity constraints B. Russia saw strong growth in 2021, with momentum mid-year, production growth then eased in line with weakening late in the year slackening demand. With pent-up demand realized and financial conditions tightening as the central bank R ussia’s economy rebounded strongly in the sec- ond quarter. Growth accelerated as restrictions were eased (Figure O-4) and consumers flocked back raised interest rates to combat inflation, growth weak- ened in the third quarter with provisional data suggest- ing a small quarter-on-quarter decline in activity. The to shops. Household consumption surged ahead in the sharp jump in demand this year effectively utilized spare second quarter of this year, increasing more than nine capacity in the economy, with utilization in the manu- percent on the previous quarter (seasonally adjusted) facturing sector running at historically high levels from Figure O-3: Energy prices have surged and non-energy Figure O-4: COVID-19 restrictions were relatively light commodity prices remain high throughout most of this year Source: Bloomberg; International Energy Agency; World Bank. Source: Oxford COVID-19 Government Response Tracker (OxCGRT). 1  orld Bank Group. 2015. Global Economic Prospects, June 2015: W The Global Economy in Transition. Washington, DC: World Bank. doi: 10.1596/978-1-4648-0483-0. License: Creative Commons Attribution CC BY 3.0 IGO x Russia Economic Report | № 46. December 2021 Overview February onwards (Figure O-6) and labor market short- cases each day. While this incidence, adjusted for ages emerging. But since June, retail sales and produc- population size, is above the average for both high tion growth have moderated, suggesting a harmonized income and upper middle-income countries, the cooling of demand and production (Figure O-7). severity of Russia’s epidemic is more clearly illustrated by its very elevated death rates. The official statistics on Downside risks intensified with the rapid rise in COVID-caused deaths show that the death rate is double COVID-19 cases from August. By the end of October, its previous peak (Figure O-8), and far higher than the COVID-19 reached a new peak of close to 40,000 new average for high and upper middle-income countries, Figure O-5: Household consumption drove strong growth in Figure O-6: Industrial capacity utilization has reached the second quarter exceptionally high levels (percent of total) Source: Rosstat. Source: Russian Economic Barometer. Figure O-7: High-frequency statistics point to slowdown in Figure O-8: The COVID-19 epidemic has become even more supply and demand in the third quarter (percent of total) severe New deaths per million Source: Rosstat. Source: Our World in Data. Russia Economic Report| № 46. December 2021 xi Overview while vaccinations remain low (Figure O-9). In response has not been seen, over a similar period and in nomi- to the rapidly worsening situation, the authorities nal prices, since 2008. While fossil-fuel export values imposed new mobility restrictions in October. rebounded from lows last year, with volumes limited by the OPEC+ agreement, they remain slightly below The current account surplus expanded on high com- their 2019 level (Figure O-10). However, exports of non- modity prices and low outbound tourism. The current fossil fuel goods, especially metals, are sharply higher. account surplus in 2021 to September, at US$82 billion, While strong domestic demand has pushed up imports has exceeded its 2019 level. Indeed, such a large surplus of goods to broadly return the trade balance to its level pre-2019, minimal outbound tourism, along with an in- crease in net investment income, has driven the excep- Figure O-9: Global vaccination has progressed, particularly in tional current account performance. Continued private some large EMDEs, but Russia still trails the world capital outflows, along with central bank reserve accu- mulation, offset the surplus, resulting in only a modest appreciation in the ruble over the year to date. Inflation is on the rise as Russia copes with high de- mand, rising commodity prices and supply bottlenecks. A perfect storm of supply and demand pressures have acted to push inflation up in Russia (Figure O-11), as in many other countries in 2021, with consumer price index (CPI) inflation steadily rising to 8.1 percent year- on-year by October, a five-year high. The pickup in infla- tion has reflected a rapid recovery in demand — with the negative output gap closing — as well as supply-side constraints and spikes in commodity prices, especially in Source: Our World in Data (database); World Bank. food items. Core inflation and inflation expectations are Note: Figure shows the share of population fully vaccinated. China data are only also rising. updated periodically, hence the kink in ‘world’. Figure 0-10: The current account was boosted by high Figure O-11: Food and core components driving high commodity exports, tourism remains low (year to inflation (annual percentage change) September change, 2021 on 2019) Source: Russian Customs, Central Bank of Russia. Source: Haver Analytics; Ruch (2021). xii Russia Economic Report | № 46. December 2021 Overview The Central Bank of Russia acted promptly, maintaining The banking sector has proven resilient over the a broadly neutral monetary policy stance. The Central COVID-19 pandemic so far, as economic recovery now Bank of Russia was one of the first central banks to begin helps improve balance sheets. The banking sector’s key tightening monetary policy in 2021 as inflation moved risk and performance indicators have remained largely above the CBR’s target rate from December 2020. Since resilient to the pandemic while recent economic recov- March, it has raised rates six times, by a totally of 325 ery has helped improve the banking sector’s operating basis points to stand at 7.5 percent at end October. environment and asset quality. Following the sector’s exit These policy rate increases have helped maintain real in- from the regulatory forbearance in mid-2021, asset qual- terest rates around zero and shift monetary policy from ity, profitability and capitalization have not deteriorated an accommodative to a neutral stance — implying that – in fact, profitability and returns on assets and equity in monetary policy is neither putting upward or downward the system are rising. Profitability has been supported by pressure on inflation or growth (Figure O-12). strong lending growth fueled by the government’s credit support programs and improving economic conditions. Year-on-year corporate credit growth has fallen over the year to October, both in nominal and real terms, while lending growth to SMEs and the household segment re- Figure O-12: Monetary policy returned to a broadly neutral stance (Real interest rate gap and uncertainty bands) mains strong. Recent tightening of prudential measures for household lending will help to limit building risk in this segment and support alignment with monetary policy. Rates of non-performing loans, while relatively high, at 7.8 percent systemwide, have declined over the year so far (Figure O-13). The government budget has rapidly consolidated, with a bumper revenue yield. Over the first nine months of the year, the federal budget has seen impressive increases in revenues; oil and gas revenues were up by 60 percent; VAT and income taxes by around 30 percent each. The reve- nue take has far exceeded that of the last pre-COVID year of 2019. The overall budget deficit, on a four-quarter rolling Source: Ruch (2021), World Bank. basis, shrank from 3.8 percent at end 2020 to around 1 Note: Color scales correspond to 90 percent confidence interval. percent in the third quarter of 2021 (Figure O-14). High Figure O-13: NPL rates are gradually declining Figure O-14: Buoyant revenues have led to rapid improvement in the government budget Source: Central Bank of Russia. Source: Haver Analytics, World Bank. Russia Economic Report| № 46. December 2021 xiii Overview commodity prices and robust economic recovery helped izing next year. However, the outlook is affected by sev- deliver high revenues, which were also bolstered by tax eral short-term factors. On the upside, continued high payments deferred from last year and tax policy measures commodity prices are expected to support increased such as the new, higher rate of personal income tax. Ex- domestic expenditure in 2022. On the downside, con- penditures also grew as the authorities maintained some tinued COVID-19 controls are likely to weigh on growth pandemic support measures and reintroduced others as next year, as vaccination continues relatively slowly in the new wave worsened later in the year. High oil and the baseline, while tighter interest rates needed to con- gas revenues meant that the Ministry of Finance planned trol inflation will also limit demand. Taking these factors to purchase US$24 billion in foreign exchange in the first into account, real GDP growth is forecast to be 2.4 per- nine months of 2021 to be channeled to the National cent in 2022, falling to 1.8 percent by 2023 (Figure O-15). Wealth Fund next year. High commodity prices will continue to contribute to Labor markets have recovered and are now showing a strong current account. After rising over this year, signs of tightness. Labor force participation rates for commodity prices are projected to remain elevated and both men and women increased in the first half of 2021, contribute to robust export growth. With domestic de- returning to their trend levels. This increase in the labor mand and imports muted, the current account surplus is force coincided with a fall in the unemployment rate, expected to remain strong. Over the longer-term, com- with the national rate falling to 4.3 percent by Septem- modity export revenue may become lower and more ber 2021 – the lowest since 2017. Overall, 1.7 additional volatile as the global low-carbon transition unfolds, al- people entered the work force in the first nine months beit with uncertain pace and tipping points. of the year. Recruitment agency job posting data sug- gests that workers became significantly harder to find The budget is expected to return to surplus next year. by mid-year. Job postings from employers jumped up 24 As drivers of high energy sector revenue remain in place percent year-on-year in the second quarter and the ratio and gradual expenditure consolidation continues, the of unemployed people to job posts has fallen to a value overall budget balance is expected to turn a surplus in of 1.7, well below comparable estimates of 2.9 and 1.9 2022, although ongoing challenges to businesses and observed in 2020 and 2019, respectively. households may call for fiscal support and a more grad- ual path of consolidation. Real wage growth has been strong, and Russia’s new poverty measure showed a fall in the second quarter. Risks are evenly balanced. The baseline forecasts as- The official national poverty measure underwent a major sume that Russia’s vaccination program will continue change this year, with the definition of the poverty line to progress at a similar a rate in 2022 as it has done shifting from a more “absolute” definition to one which in 2021, which would leave a significant share of the is defined relative to the income distribution, a measure more commonly used as countries become richer. While this means that poverty statistics for 2021 are not compa- Figure O-15: Growth to ease down over next two years rable with previous years, backward estimation indicates that over the last five years, the two methodologies would have produced quite similar results. The new poverty mea- sure gives a reading of 14.4 percent in the first quarter, before falling to 13.1 percent in the second quarter – in line with seasonal variation seen in previous years. More broadly, real wage growth, which was maintained just above 2 percent in 2020, has continued this year, at an average of 2.5 percent in the year to August. C. Growth to slow as Russia battles COVID-19 and elevated inflation W ith output returning to potential sooner than ex- pected, growth next year is forecast to be lower. The strong economic recovery this year has broadly Source: Rosstat, World Bank staff estimations. closed the output gap, which would see growth normal- xiv Russia Economic Report | № 46. December 2021 Overview population unvaccinated for most of the year. As a re- support improved living standards. Enhancing the driv- sult, COVID-19 will continue to present a high risk to ers of productivity and the environment for private sec- the population (Figure O-16), and ongoing and peri- tor investment and competitiveness, especially in non- odic COVID-19 control measures are expected to be energy intensive, higher value-added sectors, will be key needed, weighing on growth. Should the authorities to this agenda. be successful in rolling out vaccinations at scale more rapidly, this may present a positive surprise to fore- Russia’s new low-carbon development strategy pres- casts. On the other hand, the baseline assumes that ents an opportunity to contribute by spurring green a continuation of the current monetary policy will be growth while meeting the country’s climate objec- broadly effective in limiting inflation pressures. How- tives. As a landmark in its journey of green transfor- ever, inflation has surprised many forecasters this year, mation, the government released a new Low Carbon and should elevated inflation prove more persistent Development Strategy on October 29, 2021. This strat- than expected, and necessitate tighter monetary policy egy sets out a much more ambitious target scenario of than presently envisaged, this could put downwards climate change mitigation, which would see a 70 (35) pressure on domestic demand and growth. Energy and percent reduction in net (gross) emissions by 2050 and commodity prices also present a risk to the outlook for net carbon neutrality 10 years after that. But the plan Russia, with considerable uncertainty over the future also sets in its sights raising growth at the same time as energy demand linked to whether economic recovery greening the economy, targeting average growth of at will be sustained, the speed and ambition of the global least 3 percent a year. This ambitious new plan sets the green transition and how Russia’s policy response will challenge for a policy program that would support sig- evolve, as discussed in Chapter 3. nificant structural changes. Such a twin goal of growth and greening will not be easy and will call for a simul- taneous focus on addressing pre-existing constraints to Figure O-16: Vaccination progress can mitigate the high risk that COVID-19 still presents growth while limiting the costs of the green transition and taking full advantage of the opportunities it may afford. D. Russia’s green transition: Pathways, risks and robust policies G lobally, environmental sustainability is becoming central to the economic agenda. With more than 60 countries, including Russia, representing more than 80 percent of global GDP now aiming to achieve car- bon neutrality, wholesale changes to policy frameworks and market structures are expected in the years ahead to achieve these goals. However, uncertainty over the speed and course of policy developments relating to the green transition remains high. Source: Our World in Data. The challenge for Russia is to fundamentally transform Note: Sample is high and upper middle-income countries, data is average over first half of 2021. its economic structure. Russia has made some progress in diversifying away from fossil fuels, but less so from fos- sil fuel-burning industries. Russia’s new low-carbon vision Robust economic outcomes this year largely reflect cy- will require going much further: Reimagining Russia’s clical factors, but Russia still faces the challenge of rais- economic structure, building world-best market institu- ing its long-term growth rates. A rapid recovery from tions and assets to support a competitive economy that COVID-19, combined with high commodity prices, has is led by productivity and innovation and which provides driven faster growth, job creation and improving bal- good quality, sustainable and resilient incomes for all. ances this year. However, estimates of potential growth, The special topic in this report presents scenarios and op- at about 1.8 percent, remain relatively low, pointing to tions for Russia to identify appropriate risk management the need for a comprehensive reform agenda to address approaches to the green transition of its economy. The the structural constraints to higher, sustained growth to forthcoming Russia Climate Change and Development Russia Economic Report| № 46. December 2021 xv Overview Report will go further to cover sectoral challenges and central pillar of climate action and can take a number of opportunities, economy-wide enablers, and the inclusion forms – usually a tax or a tradeable permit system. Such and social aspects of the green transition. pricing ensures market-based incentives for all actors to account for the social cost of carbon emissions. With car- Simulations suggest proactive domestic climate action bon pricing in export markets, it also helps to ensure in- can help to safeguard Russia’s economy from global come and fiscal revenues are retained domestically. green transition risks and create new opportunities. Analysis of multiple illustrative scenarios explores how The significant resources spent on consumer energy global climate change policy may evolve and how Rus- subsidies in Russia could be better deployed. Energy sia can respond. These scenarios include a global coop- subsidies for consumers, while serving a purpose to al- erative effort in which all countries take part, one where leviate hardship, also increase emissions and reduce climate mitigation is led only by net fossil fuel import- economic efficiency. New estimates by the World Bank ing countries (NFIs), and a third where those NFIs lead show that Russia’s consumer subsidies on electricity, gas efforts but also apply a border carbon adjustment tax and petroleum amounted to 1.4 percent of GDP in 2019. (BCAT) on countries not taking action. In all these scenar- Modelling shows that by redeploying these resources, ios, the demand for hydrocarbons from countries taking the authorities could increase GDP and ensure that no action would drop significantly. In a scenario where NFIs consumers are left worse off, while at the same time re- take domestic action alone but do not apply a BCAT, Rus- ducing emissions. sia would experience moderate GDP and welfare losses — about 3 percent of welfare by 2050 — compared to Rebalancing the asset base of the economy requires the baseline. However, with a broadly applied BCAT, the major reforms in the regulatory structures to incentiv- adverse impact would be much greater (Figure O-17). ize and navigate a green transition. Resources raised Russia applying carbon prices along with the rest of the from carbon action can be used to support affected com- world avoids the risks of greater losses that would come munities and to invest in productive assets (Figure O-18) from the third scenario involving BCAT. such as human capital, renewable natural capital and in- novation that can support Russia to develop new growth Amongst a wide set of supporting policies, carbon pric- drivers. But this needs to be complemented with ac- ing and energy subsidy reforms are central. Russia’s new tion to address the pre-existing constraints to structural LCDS envisages establishing a carbon price after 2030, change, including regulatory frameworks to support while recent emissions monitoring regulation also sets competitiveness, entrepreneurship, and investment. the groundwork for such measures. Carbon pricing is a Figure O-17: Impact on welfare of different climate-change Figure O-18: Active asset diversification policies could lead action scenarios to welfare gains Source: Makarov et al. 2021 based on Peszko et al. 2021. Source: Makarov et al. 2021 based on Peszko et al. 2021. Note: Chart shows change in welfare relative to baseline. xvi Russia Economic Report | № 46. December 2021 Part I Recent Economic Developments Recent Economic Developments 1.1 Global activity: Cooling amid protracted pandemic and sustained supply disruptions Despite cooling in late 2021 – amid pandemic resurgences, widespread supply bottlenecks, and a fading fiscal boost – the global economy is still set to grow by 5.6 percent this year, fueled by robust rebounds in some major economies. There was very good progress in COVID-19 vaccination rollouts in advanced and many large emerging economies, but new waves of the pandemic in late 2021 are dampening activity. Global inflation accelerated in 2021, driven by a mixture of demand and supply, and shows little sign of abating. Global financial conditions are tightening amid rising inflation and reduced monetary accommodation, particularly in emerging markets and developing economies. The recovery in the global goods trade lost momentum later in the year, while the services trade is below pre-pandemic levels as international tourism remains weak. Energy prices have continued to rise, while non-energy commodity prices have plateaued at a high level. The COVID-19 pandemic has likely scarred potential output through its adverse effects on human capital and physical investment, especially in EMDEs. The crisis has also disproportionately affected vulnerable groups and worsened inequality. By the end of this year, about 100 million people are expected to have fallen back into extreme poverty because of the pandemic. G lobal activity is now moderating after a strong re- bound from the pandemic recession. Following a sharp rebound in the second half of 2020, the pace of the global activity stabilized at the start of 2021Q4 (Figure  1-4), but a surge in new COVID-19 cases in Europe, and to some extent in parts of the United States, in recent global recovery eased in the first half of 2021, held back weeks could weigh on growth going into 2022. by renewed COVID-19 outbreaks (Figure 1-1). Despite very good vaccination progress across advanced econo- Global trade growth has lost momentum amid mod- mies and many large EMDEs, global growth moderated erating global economic activity and persistent sup- further in the third quarter, as sharp slowdowns in the ply bottlenecks. The recovery in global trade plateaued United States and China more than offset robust growth in 2021, as ongoing pandemic disruptions weighed on in the euro area (Figure and Figure 1-3). Much of the global economic activity, particularly in the United States recent deceleration in global economic activity reflects and China. Staggered shutdowns and re-openings across ongoing supply bottlenecks, including energy shortages regions, coupled with congestions at ports and a short- in China, which have severely hampered global indus- age of trucking, have led to severe bottlenecks in the trial production. High-frequency indicators suggest that global supply chain and extended delays in supplier de- Figure 1-1: A rapid acceleration in new COVID-19 cases Figure 1-2: Global vaccination has progressed, particularly in in Europe is pushing up global cases, possibly disrupting some large EMDEs, but Russia still trails the world activity going into 2022 Source: Our World in Data (database); World Bank. Source: Our World in Data (database); World Bank. Note: Figure shows 7-day moving average of new daily COVID-19 cases. Last Note: Figure shows the share of population fully vaccinated. Last observation is observation is November 22, 2021. November 22, 2021. 2 Russia Economic Report | № 46. December 2021 Recent Economic Developments liveries (Figure 1-5). Declining global manufacturing PMI Inflation accelerated in 2021 worldwide, driven by a new export orders point to a further softening in global mixture of demand and supply, and shows little sign of goods trade growth at the end of 2021 (Figure 1-6). Ser- abating. Global headline inflation increased steadily in vices trade has yet to regain its pre-pandemic level, with 2021, reaching 4.9 percent (yoy) in October — 1.9 per- the recovery held back by sustained weakness in tour- centage point above its pre-pandemic level in January ism. International tourist arrivals were nearly 70 percent 2020 and 3.3 percentage points above its January 2021 below 2019 levels in July 2021 — a peak holiday month level (Figure 1-7). The rise in inflation was broad-based — and are likely to remain muted so long as the virus across regions and components, reflecting a combina- continues to spread (UNWTO 2021). tion of robust global demand for goods, sharp increases Figure 1-3: Growth slowed sharply in the United States and Figure 1-4: The global composite PMI has stabilized, China in the third quarter, in contrast to that of the euro area supported by services activity Source: Oxford Economics; World Bank. Source: Haver Analytics; World Bank. Note: Chart shows real local currency qoq saar growth for the euro area, China, Note: PMI readings above 50 indicate expansion in economic activity; readings and the United States. China GDP seasonally adjusted by Oxford Economics. below 50 indicate contraction. Figure 1-5: Supply bottlenecks persist, with growing delays Figure 1-6: Slowing manufacturing PMI new export orders in supplier delivery times point to further moderation in global goods trade Sources: Haver Analytics; World Bank. Sources: CPB Netherlands Bureau for Economic Policy Analysis; Haver Analytics; Note: Figure shows the manufacturing PMI suppliers’ delivery times, where 50 World Bank. indicates faster delivery times. Note: Goods trade measured as the average of export and import volumes. PMI readings above 50 indicate expansion in economic activity; readings below 50 indicate contraction. Russia Economic Report| № 46. December 2021 3 Recent Economic Developments in energy and food prices, and worsening global supply ditions are broadly stable amid a divergence between bottlenecks. Inflation surpassed the targets of many cen- advanced economies and EMDEs.). Credit spreads on tral banks, particularly in EMDEs in Europe and Central EMDE sovereign bonds have drifted upwards since mid- Asia (ECA). In response, policy rates were increased in 2021, reaching their highest level since early March about 25 central banks over 2021 — the vast majority (Figure 1-10). of which were EMDEs (Figure 1-8). The global composite PMI input and output price sub-indices point to further The robust euro area recovery is facing growing head- inflationary pressures going forward, especially given winds from supply bottlenecks and renewed COVID-19 sharply higher energy commodity prices. outbreaks. Euro area growth bounced back strongly to an average of 8.9 percent (qoq saar) in the second and Global financial conditions are broadly stable amid a third quarters of 2021, following two consecutive quar- divergence between advanced economies and EM- ters of contraction. The rebound in activity reflected a DEs. Global financial conditions treaded water in recent sustained easing of pandemic restrictions amid vacci- months. In advanced economies, financial conditions nation progress, allowing for the release of substantial have eased, with equity valuations surging to all-time pent-up demand for services. More recently, activity ap- highs, boosted by strong corporate earnings. Despite ris- pears to have remained broadly resilient despite new ing inflation and the Federal Reserve starting to reduce headwinds from supply chain disruptions and a steep the pace of asset purchases in November, 10-year US rise in energy prices (Figure 1-11). Still, member coun- government bond yields have edged up only modestly, tries with greater exposure to global supply chains and especially in comparison to the Taper Tantrum episode energy shortages are experiencing notable drags to of 2013. In contrast, EMDEs have experienced a tight- activity, with industrial production slowing particularly ening of financial conditions in recent months, due to sharply in Germany. Moreover, rising COVID-19 cases pandemic setbacks, country-specific risks, and more re- and associated pandemic restrictions also cloud the cently, a broad-based increase in policy rates to address near-term outlook and could dampen momentum going above-target inflation (Figure 1-9: Global financial con- into 2022. Figure 1-7: Inflationary pressures are building across many Figure 1-8: Monetary policy rates have risen in response to economies, especially those in ECA above-target inflation, particularly in Russia Sources: Haver Analytics; World Bank. Sources: Haver Analytics; World Bank. Note: Figure shows the annual percentage change in the consumer price index. Note: Figure shows the annual percentage change in the consumer price index. Aggregates are calculated using real U.S. dollar GDP weights at 2019 prices and Aggregates are calculated using real U.S. dollar GDP weights at 2019 prices and market exchange rates. Sample includes 34 advanced economies and 73 EMDEs. market exchange rates. Sample includes 34 advanced economies and 73 EMDEs. 4 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-9: Global financial conditions are broadly stable Figure 1-10: Credit spreads on EMDE sovereign bonds have amid a divergence between advanced economies and drifted upwards since mid-2021 EMDEs. Sources: Bloomberg; World Bank. Sources: Haver Analytics; World Bank. Note: Figure shows Goldman Sachs nominal financial condition indices re-indexed Note: Cumulative international debt issuance by EMDE governments and to January 1, 2021 = 100. corporations. Sample includes 76 EMDEs. Activity in China, Russia’s second-largest trading part- industrial production growth remained somewhat tepid ner after the euro area, is slowing sharply. Following a as a result of persistent headwinds from power short- short-lived sequential bounce back in the second quar- ages (Figure 1-12). Financial conditions have tightened ter, Chinese GDP growth slowed to 0.2 percent (qoq, in response to mounting financial distress among highly sa) in the third quarter, constrained by pandemic re- leveraged property developers. In response, authorities strictions, electricity shortages, and a sharp slowdown increased the level of macroeconomic policy support in the property sector. While private consumption con- in September and October, helping to avert a broader tinued to improve at the start of the third quarter, with credit crunch. retail sales picking up to 4.9 percent in October (yoy), Figure 1-11: Prior to the latest COVID-19 wave, PMIs in the Figure 1-12: China’s retail sales continued to recover in euro area edged down but continued to indicate robust October, while industrial production growth remained growth at the start of the fourth quarter. modest amid electricity shortages Source: Haver Analytics; World Bank. Sources: Haver Analytics; World Bank. Note: PMI readings above 50 indicate expansion in economic activity; readings Note: Data is growth over the same month two years ago. below 50 indicate contraction. Russia Economic Report| № 46. December 2021 5 Recent Economic Developments Box 1 Energy prices have continued to rise, while non-energy commodity prices have plateaued at a high level. Energy prices continued to surge in 2021Q3, mainly led by natural gas and coal prices. In contrast, non-energy prices plateaued, but at high levels. Agriculture, fertilizers, and precious metal prices are about one third above their pre-pandemic levels, while metal prices are around one-half higher (Figure B1-1A). Crude oil prices rose 7 percent in 2021Q3 and continued to increase in 2021Q4, reaching a seven-year high of US$86/bbl as of end-October. Prices have been supported by the recovery in global demand, weather-related supply disruptions, and restrained production by OPEC and its partners (OPEC+). The recent surge in natural gas and coal prices also boosted demand for oil as a substitute energy source for electricity generation and heating. Oil demand is currently around 5 percent below pre-pandemic levels for OECD and non-OECD countries, excluding China, whereas in China it is about 10 percent above its pre-pandemic level. On the supply side, global oil production dropped slightly in August and September after reaching a high reading in July. The fall was mainly due to weather-related supply disruptions (e.g., Hurricane Ida), routine maintenance, and other production constraints. Despite the agreement by OPEC+ in July 2021 to gradually increase production by 0.4 mb/per month from August, output was almost 1 mb/d below targets in August and September. Operational issues and weak investment in Nigeria and Angola caused their production to be lower than planned, and maintenance issues reduced output in Kazakhstan. On the other hand, oil production in Russia increased by almost 1 percent in 2021Q3, slightly above their target (Figure B1-1B). Among non-OPEC+ producers, production in the United States fell 4 percent month-on-month (mom) in September due to supply disruptions arising from Hurricane Ida. Natural gas and coal prices surged in 2021Q3 and continued to increase in October, with most benchmarks reaching all-time highs (Figure B1-1C). The increase in prices partly reflects a rebound in demand, especially in China and India, for electricity generation and industrial use. Prices were also heavily affected by weather-related disruptions. Droughts reduced hydropower production in Brazil, China, and the United States, increasing the need for coal and natural gas as a replacement. At the same time, floods in China and Indonesia disrupted coal supply, while Hurricane Ida reduced natural gas production in the United States. As a result, natural gas inventories are low, especially in Europe. Natural gas and coal prices declined in November, however, as coal production in China rose, and Russia, the world’s largest exporter of gas, recently announced plans to start refilling European gas storage. More broadly, natural gas and coal markets have become increasingly integrated due to the growing usage of liquified natural gas (LNG; World Bank 2021). Previously, natural gas and coal markets had been relatively segmented by region, as natural gas was mostly traded by pipeline and coal is bulky and expensive to transport long distances. With the increased global transport of LNG, a shortage of one fuel in one region exerts greater upward pressure on the global price of that fuel and leads to stronger demand (and hence prices) of other products (e.g. natural gas). Previously, changes in prices had less of a spillover to other prices. Figure B1-1: Commodity market developments A. Non-energy commodity prices have plateaued B. Global oil production dropped slightly in at a high level August and September Mb/d 6 Russia Economic Report | № 46. December 2021 Recent Economic Developments C. Energy prices have continued to rise Non-energy commodity prices plateaued in 2021Q3, although there was significant variation among commodities. Metal prices were broadly flat on the quarter overall, but iron ore prices experienced a sharp decline of 17 percent, whereas most base metal prices increased. The fall in iron ore prices was mainly due to China’s announcement that it would reduce steel production this year. In contrast, aluminum and zinc prices surged as a result of higher energy prices, with some manufacturers reducing production. Agriculture prices stabilized in 2021Q3 after substantial increases earlier in the year, with declines in some food prices, including wheat (Russia’s main agriculture export commodity) offset by an increase in beverage prices. However, wheat prices have subsequently risen as adverse weather events have affected harvest forecasts. Fertilizer prices increased by 20 percent in 2021Q3, largely driven by the surge in natural gas and coal prices (a key input to fertilizer production), with some factories closing down as a result of high input costs. Source: Bloomberg; International Energy Agency; World Bank. 1.2 Russia: Strong recovery, momentum weakening towards end of year The Russian economy was firing on all cylinders in 2021 and is expected to grow by 4.3 percent. With a relative return to normal life as COVID-19 restrictions were eased, consumers flocked back to shops and drove a large consumer boom in the second quarter, aided by savings built up over 2020 and rapid credit growth. Investment too was strong in the second quarter of the year and the current account surplus reached multiyear highs as energy and non-energy export prices surged and people stayed in Russia instead of holidaying abroad. Slack capacity in the economy was quickly utilized by mid-year. By autumn, however, it became clear that a damaging new wave of the COVID-19 epidemic was underway, which, with vaccination rates stuck at low levels, presents a risk to both economic activity and human health. With new measures to control the virus and the consumer rebound fizzling out, economic activity weakened in the third quarter. G rowth accelerated in the second quarter and output recovered to its pre-pandemic level before momen- tum slowed in the third quarter. GDP growth accelerated weather conditions limited agricultural production (Figure 1-14). Provisional GDP data indicates that growth then fell back in Q3 and economic activity was flat or slightly lower. to 3.5 percent, seasonally adjusted, quarter-on-quarter (sa, qoq) in Q2 2021 (Figure 1-13). Growth was suffi- COVID-related restrictions, relaxed in late 2020, were ciently strong to lift quarterly economic activity above reduced further in early 2021, creating the conditions its pre-pandemic high point in 2019. Growth was led by for a return to ‘business as usual’. Restrictions over the strong private consumption and investment growth on first half of 2021 were markedly less stringent than the the demand side. On a sectoral basis, the acceleration average for EMDEs and advanced economies (Figure was driven by the services sectors, such as retail trade 1-15). With the easing of restrictions, increased mobil- and transportation, while government programs for sub- ity translated into households returning to regular con- sidized mortgages and direct support programs buoyed sumption habits and businesses resuming normal opera- the construction industry. Almost all economic sectors ex- tions. Mobility data show visits to retails areas, transit ceeded pre-pandemic levels, with the notable exceptions stops and workplaces rising over this period to reach the of agriculture and mineral-resource extraction, where the levels of a typical year, or even higher (Figure 1-16). OPEC+ agreement to limit production, and unfavorable Russia Economic Report| № 46. December 2021 7 Recent Economic Developments Figure 1-13: GDP growth accelerated in Q2 2021 Figure 1-14: Output in almost all non-resource economic sectors exceeded pre pandemic levels Source: Rosstat. Source: Rosstat. Note: Q3 2021 quarterly growth derived from flash estimate applied to sa series. Note: Q3 2021 quarterly growth derived from flash estimate applied to sa series. Figure 1-15: From late 2020 to the third quarter of 2021, Figure 1-16: Mobility data show visits to retails areas, transit Russia’s COVID-19 controls were markedly less stringent stops and workplaces rising to reach the levels of a typical than the average for EMDEs and advanced economies year, or even higher (Community mobility data, percentage difference to baseline) Source: Oxford COVID-19 Government Response Tracker (OxCGRT). Source: Google COVID-19 Community Mobility Reports. 8 Russia Economic Report | № 46. December 2021 Recent Economic Developments Less constrained by COVID restrictions and supported 1-19). Household demand was also supported by low- by credit growth and subdued outbound international cost credit, with the rate of monthly real credit growth tourism, household consumption expanded rapidly in to households nearly doubling over 2021 to date (Figure the second quarter of 2021. Household consumption 1-18) and an improving labor market. With outbound in- increased by more than nine percent on the previous ternational travel still costly and subject to restrictions in quarter (qoq, sa) in 2021 Q2 (Figure 1-17). This spend- many locations, Russian tourism spending was increas- ing surge reflected a release of demand pent-up while ingly diverted to the domestic economy (see BoP section COVID-19 restrictions were in place; from an abnor- for more information). mally high share in Q2 2020, domestic savings dropped sharply in Q2 2021 as saved cash was spent (Figure Investment growth has also strengthened into the sec- ond quarter. Private gross fixed capital formation posted strong growth of 6.6 percent (qoq, sa) in Q2 this year, Figure 1-17: Household consumption contributed the most adding 1.5 percentage points to overall growth. Accord- to GDP growth acceleration in Q2 2021 (contribution to qoq ing to high-frequency statistics, investment was particu- growth adjusted for seasonality) larly high in the services sectors —financial, accommo- dation, ICT, and wholesale and retail trade in particular — reflecting the low base of the same period last year. Low investment in mineral-resource sectors reflects the continued restrictions on oil production. Sectors asso- ciated with public services demonstrated weak perfor- mance in the first half of 2021 after intensive investment at the onset of the pandemic. Higher corporate credit growth, which peaked in May-July, has fed into invest- ment growth (Figure 1-20). Industrial and retail trade recovery has been uneven across Russia’s regions. Almost all Federal Districts (with the exception of North Caucasus and Siberia) saw growth Figure 1-18: Robust credit growth in the second quarter Figure 1-19: Pent-up demand supported household supported consumption (3mo3m) consumption expansion in Q2 (Share of HH consumption in GDP) Source: Rosstat. Source: Rosstat. Russia Economic Report| № 46. December 2021 9 Recent Economic Developments in industrial production and retail trade in the first 9 extracting regions (Siberia, Ural). Automakers (Volga, months of 2021 compared to the pre-pandemic levels Northwestern) suffered from a lack of electronic compo- (Figure 1-21 and Figure 1-22). The recovery was highly nents. Industrial production recovered more strongly in uneven, however. Overall, industrial production increased the Central region and other such regions that were less by 4.7 percent, yoy, and slightly exceeded its pre-CO- adversely affected in 2020. Retail trade turnover grew by VID-19 level, but its recovery was weaker in the resource- 9.3 percent, yoy, amid an improving labor market and Figure 1-20: Investment picked up in most sectors in first half Figure 1-21: Recovery has been uneven across Russia’s of 2021(Large and medium enterprises) regions Percent Source: Rosstat. Source: Rosstat. Figure 1 22: The majority of regions showed positive growth in industrial production and retail trade, while the Urals and Siberia federal districts saw the weakest recovery. Industrial production and retail trade, January-September 2021, percent, yoy Industrial prod. 0-10% >10% <0% Retail trade <0% 0-10% >10% Source: Rosstat. 10 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-23: In the first half of 2021, negative investment growth was registered in the Southern and Urals federal districts. Investment growth, January – September 2021, index, yoy 17,6 182,4 Source: Rosstat. continued credit growth. The Southern Federal District Figure 1-24: Both manufacturing and services lost again saw the strongest growth (13 percent, yoy). Apart momentum in Q3 from the low base effect, it may also have been supported by an increase of domestic tourism due to restrictions on outbound foreign travel. In the first half of 2021, negative investment growth was registered in the Southern and Urals Federal districts, which was only partly explained by a high base last year. Compared to the first six months of 2019, in the first half of 2021, investment growth was es- pecially strong in the Central and South Caucasian federal districts. Budget investment was an important factor be- hind investment growth in these Federal Districts. After scaling up rapidly and hitting capacity constraints mid-year, GDP growth weakened in Q3. While growth slowed down moderately, economic output in Q3 still exceeded the level of 2019. Industrial and services pro- duction growth eased as demand slackened. Since June, both industrial and services output growth rates have moderated, according to PMI surveys, roughly in line Source: Haver Analytics. with a stabilizing demand (Figure 1-24). Retail sales vol- Russia Economic Report| № 46. December 2021 11 Recent Economic Developments ume growth declined sharply, as pent-up demand was As autumn arrived, the COVID-19 epidemic began sated and credit conditions tightened (Figure 1-25). The spreading at its fastest pace yet, taking lives and boost to demand this year rapidly utilized spare capac- weighing on growth, especially in regions where vac- ity in the economy, with utilization in the manufactur- cination rates were low. By the end of October 2021, ing sector running at historically high levels from Febru- close to 40,000 new COVID-19 cases were being identi- ary onwards (Figure 1-26) and labor market shortages fied each day. This incidence, adjusted for population, emerging (see Labor Market and Social Developments was above the average for both high-income and up- section). Agriculture also made a negative contribution per middle-income countries (Figure 1-27). Moreover, to growth with grain harvests adversely affected by heat Russia’s death rate from the epidemic was even worse and drought in August and September. (Figure 1-28). Official statistics on COVID-caused deaths Figure 1-25: High-frequency statistics points to a slowdown Figure 1-26: Capacity utilization in the industrial sectors in supply and demand in the Q3 has been above its long-term average levels in Q1 -Q3 2021 (percent of total) Source: Rosstat. Source: Russian Economic Barometer. Figure 1-27: COVID-19 cases reached new highs Figure 1-28: And death rates are higher than comparators (Daily new COVID-19 cases per million people) (Daily new deaths per million people) Source: Our World in Data. Source: Our World in Data. 12 Russia Economic Report | № 46. December 2021 Recent Economic Developments reveal that the latest COVID-19 wave has been twice of “non-working days” and lockdown in late October as deadly as its previous peak, in late 2020: Russia’s and early November and requirements for at least COVID-19 death rates far eclipse the average for high 30 percent of all business’ staff to work remotely un- and upper middle-income countries. With vaccination til February, while several regions have implemented rates low by international standards (Box 2), this new QR-code requirements to access retail and commer- outbreak has necessitated measures that will weigh on cial buildings. An inspection of the cross-relationship economic activity. In response to the rapidly worsening of vaccination rates and COVID-19 incidence indicates situation, the authorities have already begun strength- that many populated areas, including the Moscow re- ening COVID-19 controls, introducing an 11-day period gion, are at high risk (Figure 1-29). Figure 1-29: Regions in the west and far east where vaccination rates are low and cases higher are at high risk. Bivariate map- chart of total COVID cases and vaccination coverage by region Total cases Medium Fully vaccinated High Low High Medium Low Source: Stopcoronavirus.rf. Note: Total cases are classified as Low<4.5%, Medium>4.5% & <7.5%, High>7.5%; Fully vaccinated population is classified as Low<29%, Medium>29% & <39.5%, High>39.5%. Russia Economic Report| № 46. December 2021 13 Recent Economic Developments Box 2 Recent COVID-19 developments. Russia is undergoing a new and even more deadly wave of the COIVID-19 epidemic (Figures B2-1 and B2-2). So far, COVID-19 has caused severe loss of life in Russia and is yet to be under control. As of November 25th, there has been a total of 9.5 million cases identified and a total of 269,057 deaths* that have occurred with their cause officially attributed to COVID-19 – the fifth largest tallies of both cases and deaths in the world and the largest death tally in Europe. However, official statistics also show that the number of deaths due directly or indirectly to COVID-19 in Russia is even higher. ROSSTAT reported that there had been 496,214 deaths of people with COVID-19 as of end-September 2021, whether or not the disease was considered to be the main cause of death. A broader measure of ”excess deaths”, which simply compares the number of all deaths reported since the onset of COVID-19 with average number of deaths observed over the same period in previous years, can provide an upper bound on deaths that includes those that may have indirectly been contributed to by COVID-19. Such an analysis indicates around 632,400 excess deaths in Russia from the beginning of the pandemic until September 2021, and about 22 and 24 percent increase in total death numbers in 2020 and 2021, respectively, when compared to pre-pandemic 5-year average. Figure B2-1: In Russia, incidence of excess deaths is one of Figure B2-2: In Russia, excess mortality increased in 2021 the largest in the world** compared to 2020. Changes in the number of deaths compared to the pre- pandemic 5-year average, percent Source: Our World in Data, Rosstat. Source: Our World in Data, Rosstat. Note: Data reflect the situation as of end September 2021. India and Indonesia Note: Data reflect the situation as of beginning-October 2021 or the latest also have high absolute reported death rates but are excluded due to lack of datapoint before that. data on excess deaths. Despite good access to supply of the locally produced Sputnik V vaccination, vaccination rates lag well behind peers. Thirty eighty percent of Russia’s population are fully vaccinated against COVID-19, a figure which is considerably below the global average of 43 percent and the high-income average of 67 percent. Despite a relatively early start of Russia’s vaccination program in early January, the rate of vaccinations peaked in the summer and since late August, have been on a steep decline. Only very recently, when the scale on the new COVID-19 wave has become fully apparent, have vaccinations begun to increase again. * Source: stopcoronavirus.rf ** Based on a comparison of official deaths (from all causes) reported in the period 2015 to 2019 with April to December 2020 and January to September 2015 to 2019 with January to September 2021. In that case, the 5-year average of deaths incidence approximates projected deaths without the pandemic. Another approach could be to calculate the projection based on the trends observed in previous years. Such an approach would produce even higher excess deaths number for Russia (https://ourworldindata.org/grapher/excess-mortality-raw-death-count?country=~RUS). Based on Our World in Data projected deaths methodology, Russia has experienced the second-highest incidence of excess deaths (767,510), after the United States of America (819,013), which has a population that is more than twice as large. The Economist estimates excess deaths for Russia at 903,340 as of end October 2021 (https://www.economist. com/graphic-detail/coronavirus-excess-deaths-tracker). 14 Russia Economic Report | № 46. December 2021 Recent Economic Developments 1.3 Balance of Payments: The current account is buoyed by high commodity prices The marked rise in commodity prices, combined with continued weak outbound international tourism, looks set to make 2021 a bumper year for Russia’s current account. Imports and exports rebounded from their lows last year. While crude oil production remains slightly lower than previous years according to the OPEC+ production agreement, higher prices have mostly offset that, so energy exports in the first three quarters are close to their level in 2019. Non-energy exports, led by metals, have increased sharply and are close to US$50bn higher than in Jan-Sept 2019, while the services deficit remains compacted by low outbound tourism. Overall, the current account balance in the first three quarters is at its highest since 2008. Despite strong inflows, the ruble has only appreciated gradually over the year, as net private capital outflows, as in previous years, have been high while the central bank has accumulated substantial amounts of international reserves as foreign exchange purchases according to the government’s fiscal rule increased. T he current account surplus expanded in the first three quarters of 2021, as commodity prices reached high levels and Russian tourists stayed at home. In the year, with volumes limited by the OPEC+ agreement, they remain slightly below their 2019 level. However, exports of non-energy goods in the first three quarters third quarter, the current account turned in a surplus of were well above their level in 2019. Strong domestic de- US$32.6 billion, the highest quarterly surplus for more mand this year has also pushed up imports, so that the than two years (Figure 1-30). The current account sur- goods trade balance remained more or less unchanged plus in 2021 to date, at US$82.2 billion, is not only above compared to 2019. A gradually strengthening exchange the one from the same period last year, but 50 percent rate and improving terms of trade, which recovered from higher than the equivalent figure in 2019. Indeed, the a low point in mid-2020, helped to limit the increase in last time Russia experienced such a large surplus in the import values. And, as shown in Figure 1-31, a reduction first three quarters (in current prices) was in 2008. Cur- in outbound tourism (reflected in travel & transport im- rent account strength has been driven by high energy ports) far outweighed the drop in inbound tourism and, and mineral prices and a decline in outbound tourism. along with an increase in net investment income, gave While fossil-fuel export values rebounded from lows last rise to the stronger current account balance. Figure 1-30: Strong CAB on rising goods exports and Figure 1-31: Gains relative to pre-COVID period due to non- continued low service and income debits energy exports and lower tourism exports (Year-to-date change, 2021 on 2019) Source: CBR. Source: Russian Customs, CBR. Russia Economic Report| № 46. December 2021 15 Recent Economic Developments Growth in non-energy exports has been led by rising prices. Wheat exports, for example, rose by 20 percent metal prices. Non-energy exports grew by 38 percent in value terms, yoy, but actually declined 1.6 percent in yoy in January-September 2021, largely on the back of volume terms due to a lower harvest and a newly intro- metals exports. Metals exports rose 66 percent, yoy, duced floating export duty2 (starting from June 2021). most of which is accounted for by aluminum and steel, This export duty reflects the aim of the government to thanks to rising commodity prices and higher exported mitigate the impact of rising global prices on the domes- volumes. In response to the spike in metals prices, the tic grain market. Exports of precious metals and stones authorities introduced temporary export duties on fer- have also been growing considerably and now account rous and major base metals, in place from August 1 to for 6.6 percent of Russia’s exports, amongst which the end December 2021. Agricultural and food exports rose increase in gold exports has been particularly remark- by 23 percent, yoy, much of which was due to rising able (Figure 1-32 and Figure 1-33). Figure 1-32: Strong fuel exports growth Figure 1-33: …and non-fuel exports on back of higher commodity prices Source: Central Bank of Russia. Source: Russian Customs. 2  he duty on wheat is set at 70 percent of the difference between T the base price, calculated periodically based on export contractual prices, and US$ 200. The government declared that the proceeds from the duty would be transferred to regions in the form of per- hectare subsidy support to farmers. 16 Russia Economic Report | № 46. December 2021 Recent Economic Developments Box 3 Commodity markets and Russia: short-term and long-term developments Commodities are a major component of Russia’s economy. In 2019 they accounted for more than 10 percent of economic activity, nearly 70 percent of total goods exports, and around 21 percent of fiscal revenues. Russia is also a major producer and exporter of commodities globally, accounting for about 10 percent or more of global production of crude oil, natural gas, gold, platinum, and wheat. In turn, this reliance on commodities means Russia’s economy is heavily influenced by global commodity market developments. The sharp decline and subsequent rebound in energy prices in 2020-21 is the latest example of this. This box considers how Russia’s production and export of key commodities has changed over the past 10 years and examines recent trends in the energy sector. Long-term trends. The importance of commodities for Russia has evolved over the last decade, reflecting shifts in production, commodity prices, and the U.S. dollar exchange rate. Among the commodities which Russia is a major producer, the largest increases in production over the past decade (2010-19) have been in wheat and nitrogen fertilizer, both of which saw increases of more than 70 percent, followed by gold (51 percent), and coal (36 percent), with Russia’s share of global production of these commodities also increasing (Figure B3-1A and B). Oil and natural gas production rose by 13 percent; however, this was also during a period when OPEC+ was managing oil production. In contrast, production of refined nickel fell sharply by 43 percent reflecting a declining production of nickel ore as mines closed. Aluminum production also declined slightly by 7 percent, leading to a fall in Russia’s share of global production of both metals. Today, Russia is the world’s second largest producer of aluminum, natural gas, and platinum, and third largest producer of crude oil, gold, and nickel ore. In terms of exports, energy commodities, notably oil and natural gas, are Russia’s largest source of export revenue, accounting for more than half of total goods exports, and around three-quarters of commodity exports over 2018-20 (Figure B3-1C). However, this share has fallen from around two-thirds in 2008-10, primarily as a result of a decline in oil prices. In contrast, metal exports account for about 10 percent of total goods exports, and agricultural exports around 7 percent, both of which have risen slightly since 2008-10. Agricultural exports in particular have grown significantly; over the past decade the value of agricultural exports tripled, led by increased exports of wheat (Figure B3-1D). Russia is now the world’s largest exporter of wheat. Recent developments in energy markets. Global energy markets were heavily affected by the COVID-19 pandemic (World Bank 2020). Global demand for crude oil fell by around 9 percent compared to 2019, more than twice as large as any previous one- year decline, while demand for coal fell 4 percent and natural gas 2 percent. As a result, energy prices fell sharply, with the price of Brent crude oil declining by nearly two-thirds between February and April 2020, while European natural gas prices reached a record low in May 2020. However, since then, energy prices have rallied sharply, with the price of Brent crude oil rebounding to US$84/bbl in October 2021, and European natural gas prices reaching a record high (World Bank 2021 and section on Global activity). These developments have had a significant impact on the Russian oil and gas industry. Russia participated in the crude oil production cuts coordinated by OPEC and its non-OPEC partners (OPEC+). As a result, Russia’s oil production fell nearly 9 percent in 2020 compared to 2019. As the oil market has recovered, OPEC+ have gradually been increasing their production, and in July 2021 the group agreed to raise production by 400kb/d each month (starting in August 2021) until the production cuts have been unwound. Russia’s crude oil production in October 2021 was around 15 percent above its trough in 2020 but remains 4 percent lower than its pre-pandemic level (Figure B3-1E). However, as OPEC+’s production cuts continue to ease it, is expected to regain its pre-pandemic level by March 2022 and see a further modest increase thereafter (IEA 2021A). Natural gas production declined almost 6 percent in 2020, accompanied by a sharp fall in pipeline exports, which declined by nearly one-quarter. However, natural gas production has since rebounded with production in the first seven months of 2021 about 12 percent higher than the same period in 2020. Domestic consumption rose 10 percent, amid the economic recovery and cold weather, while exports rose 17 percent, led by pipeline exports which rose 21 percent (Figure B3-1F). By country, exports to Turkey and China rose sharply in 2021, assisted by new pipelines, while exports to Europe saw only a modest increase (IEA 2021B). The IEA expects Russian natural gas production and exports to see a small rise in 2022. Russia Economic Report| № 46. December 2021 17 Recent Economic Developments Figure B3-1: Russia’s role in commodity markets A. Growth in Russian commodity production, 2010-19 B. Russia’s share of global commodity production C. Share of commodities in Russia’s goods exports D. Value of Russia’s commodity exports 18 Russia Economic Report | № 46. December 2021 Recent Economic Developments E. Russia’s oil production F. Russia’s natural gas production, consumption, and exports Sources: BP Statistical Review, IEA, JODI; UN Comtrade, USDA, World Bank, World Bureau of Metal Statistics. C. D. Agriculture includes food E. Includes condensates and NGLs. Shaded area indicates IEA’s forecast. Source: IEA (International Energy Agency). 2021. “Gas Market Report, Q4 2021.” IEA, Paris.; IEA (International Energy Agency). 2021. “Oil Market Report. October.” IEA, Paris.; World Bank. 2020. Commodity Markets Outlook: Urbanization and Commodity Demand. World Bank, Washington, DC.; World Bank. 2021. Commodity Markets Outlook: A Shock Like no Other: The Impact of COVID-19 on Commodity Markets. World Bank, Washington, DC. Russia’s energy exports experienced growth since the riod of the previous year and now account for about a start of 2021 amidst higher global prices (Figure 1-34). fifth of Russia’s energy exports,3 which was mostly sup- Energy prices have this year eclipsed their level in 2019 ported by higher global prices as well as increased vol- and are contributing to higher energy export values for umes exported (which grew by around 12.1 percent, Russia. However, according to OPEC+ production limits yoy). Shipments of natural gas to the EU were 2 percent (see Section 1), Russia’s oil production remained lower lower in volume terms in the first three quarters of 2021 than the 2019 production level, though gradually in- compared with the same period of 2020, and well below creasing over the year in line with the agreed monthly the equivalent period in 2019 (see Box 4 for more infor- increases. In volume terms, oil exports fell 5.7 percent, mation). The value of LNG shipments was 10.5 percent yoy, in January-September 2021 to 171 million tons. lower in January-September 2021, with volumes 3 per- Natural gas exports more than doubled in value terms cent higher. in January-September 2021 compared to the same pe- 3 N  atural gas here refers to Harmonized System code 271121, LNG to HS code 271111, and energy products to HS code 27. Russia Economic Report| № 46. December 2021 19 Recent Economic Developments Figure 1-34: Energy exports grow amidst rising global prices A. Crude oil B. Refined oil C. Natural gas (pipeline) D. LNG Source: Russian Customs. The services trade account deficit remains muted as CO- making up a mere 5 percent of total services exports, VID-19 continues to impede outbound tourism (Figure compared to 18 percent in the first 9 months of 2019. 1-35). The services deficit was around US$9bn in 2021 to Telecommunications, computer, and information ser- September, similar to the level in 2020 but less than half vices showed the most robust growth at 15.5 percent, the deficit in any similar period in the last decade. Travel yoy, (and 18 percent compared to 9m2019). exports and imports both declined, with these exports 20 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-35: Services deficit remained muted in 3Q2021 Figure 1-36: Trends in investment income debits and Brent crude oil price Source: Central Bank of Russia. Source: Haver Analytics. Box 4 Russia’s cross-continental rail connections as a growing alternative to sea freight between China and Europe As container shipping prices spiral upward, Russian railway throughput between China and Europe is on the rise. The sharp spike in freight costs in 2021 is associated with a surge in demand for goods in line with post-pandemic recoveries, worsened by container and ship shortages and weather factors. The World Container Index (WCI) reached US$10,084 for the transportation of a standard 40-foot container (FEU) as of September 9, 2021, four times its level of a year ago (Figure B4-1). The index for Shanghai-Rotterdam stood at US$14,287 per FEU as of September 9, 2021, marking an even larger annual rise. But as container shipping rates have climbed, rail freight costs (as measured by the Eurasian Rail Alliance Index (ERAI) have remained stable and have become more competitive since September 2020 (Figure B4-2). Figure B4-1: Ocean container shipping prices (WCI) spiral Figure B4-2: …while ocean shipping service quality upward, exceeding rail shipping costs… declines sharply Source: ERAI, Drewry. Source: Sea-Intelligence, GLP report issue 121, IHS Markit, Haver. Notes: The Drewry WCI is a composite of 40-foot ocean container freight rates Notes: Average delays= Global average delays for late vessel arrivals; The on eight major maritime lanes. The ERAI is a composite index of the cost of Global Liner Performance report takes into account 34 trade lanes and 60+ transit container shipments in the Eurasian rail corridor across the Eurasian carriers. Economic Union between China and the EU. Russia Economic Report| № 46. December 2021 21 Recent Economic Developments The spike in ocean shipping rates is accompanied by plummeting service quality and record delays. Schedule reliability ranged from 34-40 percent in 9m2021, compared to a range of 73-84 percent in 2019 (Figure B4-2). Global average delays for late vessel arrivals rose to a record 7.6 days in August 2021, having reached 5 days in April 2020, up from an average of 4.1 days in 2019. Delays spiked in April-May 2020 and reached new record heights in August 2021. However, suppliers’ delivery times show considerable variation between those two spike periods and in terms of variation between countries. The October 2021 spike in delivery times is associated not only with Covid-19 related disruptions but in contrast to April 2020 an expansion in new orders, exceeding output in most cases, with production deficit relative to demand notably high in the US. Russia has relatively lower delivery delays, in part due to lower demand growth (new orders) but also likely due to its geography and relatively lower dependence on ocean freight transportation. Container shipment by rail is increasing quickly in Figure B4-3: Transited container freight grew by 36.3 Russia, especially as a transit route from China to Europe percent and 40.1 percent in 9m2020 and 9m2021, (Figure B4-3). Rising shipping costs have contributed to respectively a growth in container traffic transiting Russia via rail, rising 40 percent, yoy, in September 2021 to 782,000 TEU (twenty-foot equivalent unit). The China-Europe-China route accounted for three-quarters of all international rail freight transit in Russia, and the volumes on this route have more than doubled compared to the same period in 2019. The majority of goods transiting are from China to Europe (379,600 TEU), while transit from Europe to China accounts for 189,100 TEU. However, under such exceptional circumstances, these developments have also pointed to the shortcomings of the Russian rail transit, including track-change reloading times. Russia’s 2035 draft transport strategy aspires to increase container transit to 3.7 million TEU with an increase in Russia’s share in Asia-Europe freight traffic from 4 percent in 2019 to 15 percent in 2035, supported by railway infrastructure projects, such as the Baikal-Amur Magistral (BAM) and Source: Russian Railways, Seanews.ru. the Trans-Siberian. Investment income outflows are picking up, while out- 2021 were close to their highest level since 2015, while ward remittances remain low. Net income outflows from the share of non-resident holdings of government debt investments, which constitute about three-quarters of securities has also rebounded from a low reached in current account income debits, are returns from invest- April this year. This is at least in part due to Russia being ments in Russia of non-residents, much of which are due one of the most proactive countries around the world to oil and gas interests. These debits were compressed in combatting rising inflation by increasing interest rates over 2020 but are recovering in 2021 as oil prices rise. (Figure 1-38), and thus offering relatively attractive debt Positive net inflows of compensation of employees from and money market investment returns. Nevertheless, overseas took place in the second quarter of 2021 for private capital outflows remain the largest component the first time since data began in 2007. This reflected the of the capital and financial account as they have been in drop in outward income flows as migrants were less able previous years. Central bank reserve accumulation has to find work in Russia due to COVID-related entry restric- also played an increasing role with an accumulation of tions (see Labor market and social developments sector international reserves of US$41bn recorded on the bal- for more on this). ance of payments in the first nine months of the year, much of which is accounted for by purchases of foreign Despite rising inbound private investment, strong out- exchange in according with the government’s fiscal rule bound investment coupled with continued accumula- (Figure 1-39). tion in the National Wealth Fund and Central Bank re- serves has settled the balance of payments in 2021 to Stronger external demand for goods and assets has date. Net inflows of private capital to Russia have been helped the ruble stage a gradual appreciation over rising over 2020 and 2021 (Figure 1-37), and by August 2021 so far. A strengthening current account position 22 Russia Economic Report | № 46. December 2021 Recent Economic Developments and rising appetite for Russian assets has led to a moder- rate movements US$9.8bn. Holdings of Standard Draw- ate appreciation of the ruble against a trade-weighted ing Rights (SDRs) increased by US$17.7bn following the basket of currencies. The nominal effective exchange SDR allocation from the IMF in August 20214. Overall, rate (NEER) appreciated by 3.5 percent in the year to reserves were close to US$30bn higher over the first 10 September while the real effective exchange rate appre- months of 2021, standing as US$624bn, and remain at ciated by 5 percent over the same period (Figure 1-40). very comfortable levels, well above standard adequate indicators. Central bank gross international reserves have risen over 2021, mostly due to currency purchases in the 4 A  general allocation of Special Drawing Rights (SDRs) equivalent fiscal rule framework and an increased SDR allocation to about US$650 billion became effective on August 23, 2021. (Figure 1-41). The value of foreign exchange in the CBR The general SDR allocation was made to IMF members that are participants in the Special Drawing Rights Department (currently all increased by US$38.8bn in 2021 to October, partly offset 190 members) in proportion to their existing quotas in the Fund. by a fall in the value of gold of US$6.8bn and exchange Russia was allocated 12,367.6 SDRs. https://www.imf.org/en/Topics/ special-drawing-right/2021-SDR-Allocation Figure 1-37: Private capital inflows rising. Private sector net Figure 1-38: As Russia proactively raises interest rates (Year- capital flows, 12 month rolling sum on-year change in inflation and interest rate) Source: Central Bank of Russia. Source: Central Bank of Russia, Haver Analytics. Figure 1-39: Portfolio flows and reserve asset changes Figure 1-40: The ruble gradually appreciated in 2021 balance the current account in 2021 to date (Financial (Exchange rate indices) account net position, million USD) Source: Central Bank of Russia. Source: Central Bank of Russia, Haver Analytics. Russia Economic Report| № 46. December 2021 23 Recent Economic Developments Figure 1-41: CBR’s gross international reserves have risen over 2021 Int. reserves, end 2020 Change in SDRs Change in the IMF reserve position Change in other currency assets Valuation changes Other Int. reserves, end-October 2021 Source: Central Bank of Russia. 1.4 Monetary policy: The Central Bank is on front foot in the battle against inflation As in many countries around the world, inflation in Russia is being pushed up at an alarming rate by a combination of resurgent demand and persistent supply-side cost pressures and supply-chain problems. The Central Bank of Russia has so far increased interest rates by 325 basis points since March, making it one of the first major central banks to begin tightening monetary policy. Even so, inflation has remained high, exceeding 8 percent, year-on-year, in October. Cost pressures are most evident in the food sector, where staples such as meats and vegetables have seen sharp price increases. But inflation has been broad based and combined with rising inflation expectations, it illustrates the appropriateness of the CBR’s proactive action to tightening monetary policy. I nflation is on the rise in Russia as the economy copes with high consumer demand, rising commodity prices and ongoing supply bottlenecks. A perfect storm of Rising inflation in Russia reflects, in large part, the com- bined effect of a strong surge in demand and global supply-chain bottlenecks. Resurgent domestic demand supply and demand pressures has pushed inflation up has led to supply shortages, especially as global supply in Russia, as in many other countries in 2021, with con- chains remain clogged up, pushing up input costs and sumer price index (CPI) inflation steadily rising to 8.1 market prices. Positive demand shocks are estimated to percent by October, a five-year high (Figure 1-42). The have elevated inflation by 1.1 percentage points above pickup in inflation has reflected a rapid recovery in de- its historical average in Q4 (Figure 1-42C). While aggre- mand — with the negative output gap likely already or gate supply conditions in Russia have helped to mitigate nearly closed — as well as supply-side constraints and the rise in inflation, owing to capacity coming back on spikes in commodity prices, especially in food items. The stream in the first half of 2021, this impact has reversed lagged effects of exchange-rate depreciation in 2020 amid binding and persistent global supply chain bottle- also contributed via higher costs of imports. Core infla- necks, which have exerted upward pressure on energy tion and inflation expectations are also rising (Figure and manufactured goods. 1-42B), raising concerns about inflation becoming more persistent. 24 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-42: Inflation dynamics Food and core components driving high inflation Inflation expectations are elevated A. Consumer inflation B. Inflation expectations Demand factors have driven high inflation Services inflation is muted, in contrast to goods C. Inflation decomposition D. Good and services inflation Percent Russia Economic Report| № 46. December 2021 25 Recent Economic Developments E. Vegetable and meat prices pushing up overall food inflation Sources: Consensus Economics; Haver Analytics; Ruch (2021); Ruch and Taskin (forthcoming). A. “Food” reflects food and non-alcoholic beverages. “Fuel” reflects fuels and lubricants for transport equipment. B. “Phillips curve forecast” reflects inflation expectations as embodied in the Laubach-Williams model of Ruch (2021) used to determine the monetary policy stance in Russia. “Consensus forecast” are one-year ahead forecasts at a fixed horizon based on Consensus Economics. C. Based on a sign-restricted Bayesian VAR model including real GDP, consumer inflation, oil prices, policy interest rates, and the real exchange rate. Demand and supply shocks are as deviation from a model-determined initial condition. Other shocks in the model are excluded. Forecasts used for unavailable datapoints. Input costs have seen sharp increases, which are only Russia and elsewhere. From the second quarter of 2020 recently beginning to abate. Producer price inflation throughout the year and in 2021, the manufacturing reached its highest rate in 20 years in May at 34.8 per- PMI measure of inputs prices has recorded a dispersion cent (Figure 1-43). It has moderated slightly since but score of far above 50, indicating rapidly increasing input remains very high at 27 percent in September. Purchas- costs, for Russia (Figure 1-44). Input costs for services ing manager index (PMI) surveys also illustrate the ris- firms have also been rising, albeit as a more moderate ing input costs that have been faced by businesses in pace. While cost pressure seems to have abated in Rus- Figure 1-43: Producer price inflation highest for more than Figure 1-44: Upwards pressure on input prices lessening in 20 years (Producer prices index inflation, year-on-year) manufacturing. Manufacturing Purchasing Managers Survey, input price dispersion index (>50 means input prices are rising) 2019-Apr 2019-Oct 2020-Jan 2020-Apr 2020-Jul 2020-Oct 2021-Jan 2021-Apr 2021-Jul 2019-Jan 2019-Jul Source: Haver Analytics. Source: Haver Analytics. 26 Russia Economic Report | № 46. December 2021 Recent Economic Developments sia in the second half of 2021, input prices are still re- Figure 1-45: Monetary tightening began early this year corded as rising, just at a more moderate pace. This is in comparison to the United States and the Eurozone, where upwards cost pressure seems to be continuing unabated, and this diverging trend may be related to the Central Bank of Russia’s early action to address inflation. The Central Bank of Russia acted promptly to begin monetary tightening. The Central Bank of Russia was one of the first central banks to begin tightening mon- etary policy in 2021 in response to what it considered to be a persistent threat of inflation, rather than one-off cost shocks (Figure 1-45). With inflation moving above the CBR’s target rate from December 2020, it began a se- ries of policy rate increases in March 2021 and has since raised the policy rate six times, by a total of 325 basis Source: Central Bank of Russia, Rosstat. points, to 7.5 percent as of the end of October. These policy rate increases have helped maintain real interest rates around zero and shift monetary policy into a neu- tral stance — implying that monetary policy is neither putting upward or downward pressure on inflation or growth — after being very accommodative in 2020 (see Box 5). Box 5 Inflationary Pressures and Monetary Policy Response in Russia The inflation outlook has evolved rapidly in Russia in the last year. The Russian Federation entered the COVID-19 pandemic with inflation below its target rate of 4 percent, with inflation expectations well-anchored, and with sizable policy buffers. The onset of the pandemic triggered a collapse in demand across the world in 2020, including in Russia, which was hit by the dual impact of the pandemic and a plunge in global oil prices. In a bid to support the economy, the Central Bank of the Russian Federation (CBR) cut its policy rate to a record low in 2020. By late 2020, a robust cyclical recovery was underway, underpinned by firming domestic demand and oil prices. Price pressures started to build alongside the economic recovery, with inflation surpassing its target by November 2020 and reaching a five-year high by October 2021. Monetary policy in Russia has responded to the rise in inflation to confront a de-anchoring of consumer inflation expectations. The CBR has raised the policy rate six times in 2021, to 7.5 percent — a total increase of 320 basis points. The CBR’s response has been among the earliest and strongest of major central banks, with monetary policy rapidly normalizing, partly owing to a rapid rise in consumer inflation expectations.* Nevertheless, rising nominal policy rates do not reflect the actual stance of monetary policy and whether policy is stimulating or restricting growth of an economy in trying to control inflation. To determine the monetary stance, three things need to be known: the nominal policy rate, a forecast or expectation of future inflation, and the neutral real interest rate. First, it is critical to estimate the real interest rate — the nominal rate adjusted for inflation. The real interest rate can be calculated in many ways, but generally refers to the difference between the nominal policy rate and expected or forecast inflation; that is, the ex-ante real interest rate. Lastly, the neutral interest rate — the interest rate which stabilizes inflation at its target and keeps the economy growing at its potential (or at full employment) —must be estimated. The neutral real interest rate in Russia is likely between 1-3 percent. Three methods are used to estimate the neutral real interest rate including a dynamic Taylor Rule, a time-varying parameter vector autoregressive (VAR) model, and the method of Laubach and Williams (2003), all in an open economy setting. The three methods complement each other by using alternative information to determine the stance of monetary policy including the behavior of the central bank, the empirical behavior of the data, and the behavior of potential growth. Using these three methods suggests the neutral rate has declined over the last decade, to an average of 1.8 percent by the end of 2021 (Figure B5-1A). With policy rates rising by more than the forecast for inflation, the real interest rate has increased to 0.5 percent from negative territory in 2020-21 (Figure B5-1B and C). The rise in the real interest rate has shifted the stance of monetary policy to neutral from an accommodative stance; policy is neither accommodative nor restrictive. This stance is in line with the closing out the output gap (Figure B5-1D). Russia Economic Report| № 46. December 2021 27 Recent Economic Developments Figure B5-1: Monetary policy stance A. Neutral real interest rate B. Monetary policy stance C. Monetary policy stance D. Output gap Source: Ruch (2021). A. Confidence bands reflect uncertainty around Laubach-Williams estimates. “TVP-VAR” is a time-varying parameter vector autoregressive model. B. “Real interest rate” and “neutral real interest rate” reflects the average of three methods: Laubach-Williams model, Taylor Rule model, and TVP-VAR. C. “Real interest rate gap” reflects the difference between the real policy rate and the neutral real interest rate. Average of three methods. Negative values suggest accommodative monetary policy while positive values suggest restrictive policy. * The Central Bank of Russia has been emphatic about its interpretation of inflation dynamics in 2021 as reflecting “rapidly recovering demand and persistent supply-side restrictions” leading to a “spike in inflation expectations” and an “inflationary spiral should [monetary policy] fail to respond.” [Nabiullina, E. 17 September 2021. Speech at the 18th International Banking Forum.] References: Laubach, T. and J. C.Williams. 2003. Measuring the Natural Rate of Interest. Review of Economics and Statistics 85(4), 1063–1070. Nabiullina, E. 17 September 2021. Speech at the 18th International Banking Forum. Ruch, F.U. 2021. “Neutral Real Interest Rates in Inflation Targeting Emerging and Developing Economies.” Policy Research Working Paper No. 9711. Washington, DC: World Bank. 28 Russia Economic Report | № 46. December 2021 Recent Economic Developments 1.5 Financial sector: Risks lessen as credit growth continues The banking sector has proved resilient over the COVID-19 pandemic so far, as the economic recovery now helps improve balance sheets. Key risk and performance indicators have remained largely resilient to the pandemic and the withdrawal of forbearance in June this year. Credit growth, especially to SMEs and households, has remained high over the last year. Credit growth and improved economic conditions this year have helped to improve corporate and financial sector balance sheets. Rates of non-performing loans, while relatively high at 7.8 percent system-wide, have declined over the year so far. Household lending has slowed in recently months with the implantation of prudential measures and rising interest rates, while the share of highly leveraged lending to households has increased, suggesting possible risk increasing in this segment. T he Russian banking sector has proved resilient over the COVID-19 pandemic so far, as economic recov- ery now helps improve balance sheets. The banking Figure 1-46: The banking sector’s key credit-risk and performance indicators have remained largely stable sector’s key credit risk and performance indicators have remained largely stable since the beginning of the pan- demic (Figure 1-46) while economic recovery has helped improve the banking sector’s operating environment and asset quality. Following exit from regulatory forbear- ance5 in mid-2021, banks’ asset quality, profitability and capitalization have not deteriorated – in fact, profitability Percent and return on assets and equity in the system are ris- ing. Banking-sector profitability has been supported by strong lending growth fueled by the government credit support programs and improving economic conditions. As of October 1, 2021, the return on assets and return on equity were 2.2 percent and 21.5 percent, respec- tively, also improved over the year to date. Rates of non-performing loans and loan restructur- Source: Central Bank of Russia. ings have fallen. Strong lending growth, coupled with active loan restructuring, helped bring non-performing loan (NPL) rates down. The share of NPLs in total loans, Figure 1-47: Strong lending growth, coupled with active loan while still elevated, has eased down to 7.8 from 8.9 per- restructuring, helped bring NPL rates down (share of total outstanding loans) cent at the beginning of the year. The rate of doubtful loans, which includes NPLs, stands at 16 percent. As of October, both corporate and household NPL rates, at 8.5 and 6.5 percent, respectively, had fallen since the start of the year (Figure 1-47). The SME NPL rate also fell but remains elevated at 9.1 percent, down from 10.9 at the beginning of the year. Twelve percent of banks’ loans had been restructured since the beginning of the pandemic, according to the CBR monitoring. But loan re- structuring trends have moderated, driven by reduced client demand for restructurings. 5  The forbearance on loan provisioning was granted by CBR at the outset of the pandemic and allowed banks to delay the reclassifying of restruc- Source: Central Bank of Russia. tured loans and postpone provisioning for potential loan losses until April 1, 2021 for corporate loans and July 1, 2021 for retail loans and loans to SMEs. After these deadlines, all loans had to be fully provisioned. Russia Economic Report| № 46. December 2021 29 Recent Economic Developments Banking-sector funding and liquidity profiles remain measures to support SMEs.8 Demand for corporate and solid. Highly liquid assets6 of banks represent about SME credit is likely to tick up due to recent COVID-re- 22 percent of sector assets and cover 30 percent of lated business restrictions. customer accounts. Customer deposits (almost evenly split between corporate and retail) remain the primary Accelerated household lending growth may contrib- funding source for Russian banks, comprising nearly 80 ute to retail consumer over-indebtedness and asset- percent of liabilities. The sector’s reliance on whole- quality deterioration in the future (Figure 1-50 and sale market funding is low (under 5 percent of total li- Figure 1-51). In contrast to corporate lending, retail abilities), although there has been some increase in – or household – lending saw an increase in mid-2021 domestic capital market borrowing following US and EU with mortgage lending remaining high and other lend- financial sanctions introduced in 2014 that made it more ing types increasing. Since then, retail credit has cooled difficult for Russian banks to access international credit. somewhat, but was still growing at above 13 percent in There has been a recent uptick in household deposits, real terms in October. The share of risky loans to house- which roughly aligns with the central bank’s tightening holds whose payment-to-income (PTI) ratios exceed 80 on monetary policy and as Russian banks have reflected percent edged up to 30.3 percent in Q2 2021, higher higher interest rates on deposits (Figure 1-48). Overall, than the pre-pandemic level of 26.7 percent. Continued household deposits increased by 6.3 percent, yoy, also rapid retail credit growth may weaken the effective- supported by the one-off payments to pensioners, some ness of monetary policy in dampening demand-driven of which were saved. Corporate deposits also grew (16.7 inflationary pressures. In this respect recent, prudential percent, yoy), mainly through the accounts of compa- tightening measures taken by the authorities will sup- nies from the oil and gas and metallurgical industries on port policy alignment. Mortgage lending has started to higher commodity prices and revenues (Figure 1-49). moderate somewhat as a result of the lower Rub 3 mil- The currency structure of household deposits remains lion maximum loan limit (compared to Rub 12 million largely unchanged, with a high ratio of 80 percent in lo- before July) in large cities under the recently extended cal currency in part reflecting the stability and credibility state-subsidized program.9 To reduce the incentives for that the CBR has helped to build in the ruble. 8 T  he existing SME employment-support program has been modified and extended until the end of 2021 to provide subsidized loans at Credit growth is now cooling in the corporate sector 3 percent per annum to SMEs in the most affected sectors to pay overall but remains higher in the SME segment. Credit minimum wages under the condition of preserving employment, while the CBR allocated Rub 60 billion (about US$860 million) to growth for corporates, yoy, has fallen from 20 percent at support SME lending. The SME Lending Incentive program, under end 2020 to 12 percent by October, and discounting for which authorized credit institutions can access low-cost funds from inflation is around four percent. SME loan growth, infla- CBR to on-lend to SMEs, will be extended. Banks are able to receive tion-adjusted, was still relatively high at 14 percent, yoy, these loans provided they either grant loans at an interest rate not exceeding 8.5 percent per annum or reduce the interest rate under in September, exceeding pre-pandemic growth rates and existing loans to 8.5 percent per annum or below for eligible SMEs. supported by large-scale government programs7. Most 9  The program was introduced in April 2020 to support the construction recently, on the back of the deteriorating COVID-19 industry and homebuyers in response to COVID-19. Mortgage interest rates on the purchase of new homes (up to a maximum of situation, the government and the CBR have taken new 12 million rubles in Moscow and St. Petersburg, and half that level in the regions) were capped at 6.5 percent and down-payments 6 T  his includes cash and equivalents, short-term placements with were reduced to 15 percent. In June 2021, the subsidized mortgage banks and unpledged government bonds. program was extended under the modified conditions: the subsidized 7 The government expanded and modified credit support programs  interest rate was increased to 7 percent per annum, the maximum for SMEs, focused on provision of (i) interest-rate subsidies and (ii) loan amount was decreased to 3 million rubles and became the guarantees provided by SME Corporation and regional guaranty same for all regions. According to the Russian housing agency DOM. organizations. In addition to the government programs, at the outset RF, more than 613,000 loans were issued for a total amount of 1.88 of the pandemic, the CBR allocated 500 billion rubles to banks for on- trillion rubles under this program to date. lending to SMEs on preferential terms. 30 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-48: Deposit rates are growing following the policy Figure 1-49: Funding is supported by the deposits, both rate households and companies (yoy) Percent Source: Central Bank of Russia. Source: Central Bank of Russia. Note: The deposit rate is the maximum interest rate on deposits in Russian rubles of ten credit institutions attracting the largest volume of deposits from individuals. Figure 1-50: Corporate lending growth has been strong (yoy, Figure 1-51: Retail lending continues to accelerate (yoy, inflation-adjusted) inflation-adjusted) Source: Central Bank of Russia, World Bank. Source: Central Bank of Russia, World Bank. Russia Economic Report| № 46. December 2021 31 Recent Economic Developments risky lending, the CBR has twice increased macro-pru- dential requirements for unsecured consumer loans: on July 1 (returning to the pre-pandemic level), and then on October 1, 2021, when risk weights were further in- creased. Furthermore, a draft law empowering CBR to introduce direct lending restrictions for banks and MFOs in the unsecured-loan segment is currently pending par- liamentary approval. Corporate bond market dynamics have been mixed in 2021, following strong growth in 2020. The bond mar- ket in Russia has been steadily growing, reaching 29 per- cent of GDP at the year-end 2020.10 While debt-aimed sanctions on Russian entities provided additional stim- ulus to borrow internally, the inflow of retail investors into capital markets also supported demand. Corporate bonds accounted for nearly half of outstanding local bonds (Rub 31.2 trillion) as their issuance peaked at Rub 9.6 trillion at the end of 2020. The share of local bonds in corporate debt increased to 30 percent as of September 2021.11 The number of bond defaults has been also in- creasing, reaching a nine-year high in 2020. While banks are the largest buyers of the corporate debt, its share in the banking sector assets remains modest at 5.3 percent of total assets (as of October 2021). Interest in green finance – primarily green bonds – is growing in Russia, but volumes remain modest by in- ternational standards. Since the Moscow Exchange established its Sustainability Sector for green and so- cial bonds in 2019, there have been 14 domestic green bonds issue by ten issuers totaling over Rub 100 billion (US$ 1.39 billion). This also includes an inaugural sub- national green bond of the Moscow government, which may set a precedent for other Russian regions. By com- parison, volumes of green-bond issuance have been much higher in countries like Brazil, India and China. The ongoing efforts of the Russian authorities – including the recent adoption of the national green finance taxonomy and verification guidelines, development of green-bond incentives and soft CBR regulation on responsible invest- ment and ESG disclosures, and most recently the adop- tion of a CBR roadmap for greening the financial sector12 – could help to stimulate further issuance of green and other climate-related bonds. At the same time, financial sanctions on Russia may continue to limit demand. 10 Moscow Exchange 11 Moscow Exchange 12 https://cbr.ru/eng/press/event/?id=12397 32 Russia Economic Report | № 46. December 2021 Recent Economic Developments 1.6 Fiscal policy: Consolidation and revenue growth After diverging from the fiscal rule last year to provide critical COVID-19 support, the authorities are on track to substantially consolidate the budget this year, towards moving back to the fiscal rule next year. For the first three quarters, both energy and non-energy revenues have been buoyant, with revenue growth outstripping expenditure. Income tax and VAT were especially strong as domestic demand ramped up and firms’ health improved. T he first three quarters have seen a rapid recovery in the government budget balance. On a rolling, four-quarter basis, the overall budget deficit has shrunk demic and introduced some new measures.14 National- project15 spending has lagged spending on other items (Figure 1-57), with budget execution on national proj- from 3.8 percent of GDP at end 2020 to 0.7 percent of ects reaching 59 percent of planned spending by August, GDP in the third quarter of 2021 and the primary deficit, compared to about 63 percent for the federal budget adjusted for additional oil and gas revenues according overall. With the high-spending fourth calendar quarter to the fiscal rule, to around 1.3 percent of GDP (Figure still to be observed, the medium-term budget16 projects 1-52). Federal revenues were more than a third higher in lower inter-budgetary transfers to regions in 2021, and the first three quarters than in the same period in 2020, a 1.4 percent reduction in primary federal expenditure and almost 20 percent higher than in 2019. Oil and gas in real terms over the full year (Figure 1-53). Yet, com- revenues rose by 60 percent compared to the same pe- pared to the original budget law, federal budget expen- riod in 2020, supported by higher commodity prices and ditures are expected to be higher by 0.7 percent of GDP increased gas production. But non-energy revenues also in 202117. grew strongly, particularly income taxes and VAT, buoyed by strong domestic demand and labor market improve- 14 H  igher unemployment benefits, employment support programs and higher payments to medical staff for instance were maintained. ment (Figure 1-53). Tax deferrals granted last year to the Additional COVID-19 support measures for SMEs were introduced, as worst-affected sectors now being paid is also likely to well as one-off social benefits for pensioners and military personnel have raised revenues.13 The additional, higher personal due to high inflation, targeted social support measures for families income tax rate, introduced this year, is expected to raise with children, and additional spending on health, education and infrastructure. about 100 Rub billion this year. Export duties introduced 15  In 2018, 13 National Projects covering three main areas - human in 2021 for a number of products, including metals, will capital, comfortable living environment, and economic growth - also support the revenue side of the budget. Discon- were developed by the federal government as an important tool for reaching national goals. Currently there are five national goals: tinuation of tax-revenue support measures introduced preservation of the population, the health and welfare of the people during the onset of the pandemic (about 0.3 percent of creating conditions for self-fulfillment and the unlocking of talent, GDP) also bolstered revenues. comfortable and safe environment, decent and effective jobs and successful enterprise, and digital transformation. In 2020, one more Federal budget expenditure growth was subdued in project “Tourism and hospitality” was added. In 2021 – 2024, the government plans to spend about 2 percent of GDP annually for the 2021 (Figure 1-56). In January-September 2021, federal National Projects programs. budget primary expenditures grew at a muted pace of 16 Main provisions for budget, tax, customs, and tariff policies for 2022  1.4 percent in real terms. The government kept in place and for planned period 2023. Ministry of Finance, September 2021. some support measures introduced during the pan- 17  The fiscal rule prescribes that expenditure could grow on par with non-oil revenues and that extra oil and gas revenues should be saved 13 A  nnual and medium-term budget documents of the Russian in the NWF. Higher non-oil federal budget revenues thus support Federation, September 2020, Ministry of Finance. higher federal budget expenditures. Russia Economic Report| № 46. December 2021 33 Recent Economic Developments Figure 1-52: The authorities are on track to consolidate the Figure 1-53: Income taxes and VAT contributed the most budget to the non-oil/gas revenues growth (Share in gg budget revenues increase) Source: Haver Analytics, World Bank. Source: Roskazna. Note: ‘Adjusted primary balance’ is primary balance less ‘additional oil and gas Note: One-off revenue – receipts from the CBR’s sale of Sberbank shares in 2020 revenue’ to be accrued to the National Wealth Fund. as opposed to Norilsk Nikel payments for soil contamination in 2021. Figure 1-54: Domestic demand recovery was an important Figure 1-55: In the first 9 months of 2021, federal budgetary factor behind VAT receipts growth primary expenditures increased by about 1.4 percent in real terms, yoy (Federal budget expenditures – billion rubles) Source: Roskazna. 34 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-56: Federal budget revenues growth outpaced Figure 1-57: Spending on the Digital Economy National expenditures Project was the slowest in the first 8 months of 2021 (Share of actual spending in the amount planned for 2021) Percent Source: Roskazna. Source: Ministry of Finance. The National Welfare Fund will gain from windfall oil mestic infrastructure programs planned by the govern- and gas revenues (Figure 1-58). With oil prices running ment could start in 2022. However, in light of the risks well above the benchmark US$40/bbl (2017 prices), ac- that high and volatile spending might pose to the stabil- cording to the fiscal rule18 the Central Bank purchased ity and competitiveness of the economy, the State Duma US$24 billion in foreign exchange in January-September has approved a law raising the threshold for the liquid 2021, which will be channeled to the National Wealth NWF part, which allows domestic NWF investment from Fund (NWF) in 2022. Taking into account the amount 7 percent of GDP to 10 percent of GDP. to be paid into the NWF, the government expects an amount of 1.4 percent of GDP of budget financing in 2021. Gross financing needs are estimated at about 3 Figure 1-58: The fiscal positions of regions improved in the percent of GDP in 2021. The federal government debt first nine months of 2021 increased by about 10 percent in nominal ruble terms by the end of September, compared to the beginning of 2021, but at 17.7 percent of GDP, it remains low. Domestic investment from the NWF is due to acceler- ate unless the legislative framework is amended. As the NWF has exceeded a pre-defined threshold and sig- nificant inflows continued, domestic investment from the NWF may accelerate (see Box 6). According to their medium-term plans, investment of NWF funds into do- 18 T  he fiscal rule caps federal budget primary expenditures by the sum of oil/gas revenues at the benchmark oil price (US$40/bbl 2017 prices) + non-oil/gas revenues+ 0.5 percent of GDP. Oil/gas revenues, in addition to the ones corresponding to the benchmark price are being channeled to the National Welfare Fund. In case oil prices fall below the benchmark, the NWF will be tapped to finance federal budget expenditures. Source: Ministry of Finance. Russia Economic Report| № 46. December 2021 35 Recent Economic Developments Box 6 Stabilizing institutions for oil price volatility Commodity exporters have increasingly adopted funds to mitigate the adverse effects that commodity export can have on the economy. Changes in oil prices affect various parts of the macroeconomy, both negatively and positively. Higher oil prices increase government revenue and expenditure and raise domestic demand and imports. Higher domestic demand accelerates inflation. Larger exports appreciate the currency, hurting competitiveness of non-oil tradable goods-producing sector (“Dutch Disease”).a Conversely, a sharp decline in oil prices obliges the government to cut the expenditure, affecting the rest of the economy. Volatile commodity price movements overall intensify the business cycle: commodity exporters tend to experience larger boom-bust cycle than commodity importers. Increasingly, natural resource rich countries have adopted fiscal rules to reduce this volatility. Fiscal rules can help to smooth expenditure over oil price cycles, thereby reducing the pro-cyclicality of public spending and overall volatility due to oil prices on the economy. Oil funds also enable countries to save extra export revenue as foreign assets, reducing exchange rate appreciation pressure and the ”Dutch Disease” effect that this can have on the non-commodity sector of the economy. The adoption of fiscal rules and oil funds are increasing, especially for commodity exporters. Good calibration of the thresholds in the fiscal rule is essential for effective stabilization. There are several economic approaches to calibrate the fiscal rule to achieve long-term fiscal sustainability, intergenerational equity, and accommodating higher investment (Eyraud et al. 2018a). Those ceilings can be reviewed on a regular basis to accommodate changes in the macroeconomic environment. Improvement of flexibility while preserving enforceability of the fiscal rule can be achieved through various enforcement mechanisms, such as independent fiscal councils, broader sanctions, and correction mechanisms (Eyraud et al. 2018b). Russia’s National Welfare Fund (NWF), established in 2008, has the dual purpose of savings and stabilization. The NWF is a part of the federal budget, subject to separate accounting. It is managed by the Ministry of Finance according to legislation, while certain functions of NWF management have been delegated to the Central Bank of Russia. The capital of the NWF is topped up with oil and gas revenues in line with the fiscal rule and investment earningsb. The fund builds up financial reserves during the times of higher oil prices, part of which may be drawn upon when the oil prices fall. The NWF provides co-financing of voluntary pension savings of citizens of the Russian Federation each year and in addition to stability, the Fund is intended to form part of the sustainable financing of the Russian pension system. The rules under which the NWF operates were changed in 2018 with the adoption of a new fiscal rule, aimed to smoothing the impact of oil price volatility on the budget. As of 2019,c the portion of the oil and gas revenue the federal government may spend in a given year is determined by a fixed oil price benchmark (US$40 per barrel in 2017 prices). If actual oil prices exceed the benchmark, the difference is saved in the NWF. If the oil price is below the benchmark, the government can supplement their revenue by withdrawing an equal amount from the NWF.d This rule has insulated the budget and to an extent the economy from oil price volatility and protected the NWF by restricting the use of oil and gas windfalls. The government can direct NWF investment domestically Figure B6-1: NWF stood at about 12 percent of GDP (as of above a certain threshold balance of the NWF. The NWF end-October 2021) invests its assets in foreign exchange and certain other, primarily foreign, assets.e According to the law, the government may direct investment of the liquid part of the NWFf that exceeds seven percent of GDP for domestic investment into self-sustaining infrastructure projects. By the end of October 2021, the NWF balance stood at about 12 percent of GDP (Figure B6-1), with its liquid part exceeding 7 percent of GDP. As a result, the government plans domestic investment of NWF funds for the period of 2022-2024 in the amount of 0.4-0.5 percent of GDP per year. The success of the NWF may now warrant consideration of further improvement in the framework, to ensure that it continues to support both stability and domestic development. While domestic investment of the NWF could potentially support infrastructure development and Source: Ministry of Finance. growth potential, large-scale spending of NWFs might 36 Russia Economic Report | № 46. December 2021 Recent Economic Developments also exacerbate some of the problems that the NWF framework has, so far, been effective in addressing. As long as the liquid part of the NWF remains above 7 percent of GDP, there would be no longer any significant cyclical smoothing from the fund, if almost the full amount of oil and gas revenues used for domestic purposes each year. This raises the risk of increased inflationary and exchange rate appreciation pressures. A proposal which was recently approved by the Federation Council raises the threshold for domestic investment to 10 percent of GDPg. This measure would somewhat support continued stabilization and resources for further stabilization or inter-generational support, especially in view of the forthcoming green energy transition, which would bring down crude oil prices in the long term. a Dutch Disease’ is a term coined to describe the effect of a commodity-led real exchange rate appreciation, which then reduces the ‘ competitiveness of non-commodity sectors in the economy, by increasing the international price of domestic non-traded goods and services. b According to temporary provisions, NWF earnings are channeled to the federal budget until 2023. с The fiscal rule was effectively suspended during the pandemic and introduced back 2021 with some relaxation. The government targets a primary deficit of around 1.4 percent at the benchmark oil price (additional expenditures are financed through below-the-line operations). The fiscal rule will operate in full scale in 2022. d  In the event the balance of the NWF falls short of 5 percent of GDP, withdrawals from the NWF in the following year will be limited to one percent of GDP. e  The funds of NWF can be placed in foreign currency and: i) debt obligations of foreign states, foreign government agencies and central banks; ii) debt obligations of international financial organizations; iii) deposits and balances in bank accounts with banks and credit institutions; iv) deposits and balances in bank accounts with the state development corporation «VEB.RF»; v) deposits and balances in bank accounts with the Central Bank of the Russian Federation, including in precious metals; vi) debt obligations and shares of legal entities, including Russian securities, associated with the implementation of self-sustaining infrastructure projects, the list of which is approved by the Government of the Russian Federation; vii) shares of investment funds, the trust management of which is carried out by a management company, acting in accordance with the Federal Law «On the Russian Direct Investment Fund». f The liquid part is the part of National Welfare Fund placed at Central Bank’s the deposit accounts predominantly in FX currency and gold. g The exception is made for already approved self-sustained infrastructure projects (or other infrastructure projects suggested by the  President or government). NWF financing for such projects should not exceed 2.5 trillion rubles (USD 33 billion). Figure 1-59: In 2021, NWF will gain from windfall oil and gas The fiscal positions of regions improved in the first revenues (Net foreign exchange purchases for NWF) eight months of 2021, with strong revenue growth more than offsetting expenditure (Figure 1 60). The debt of regions consists of debt to the banking sec- tor, outstanding bond issues and debt to the federal government. The average debt burden of the regions remains low and has fallen further from 2.7 percent of GDP in September 2020 to 2.4 percent of GDP in September 2021, or 26 percent of regional revenues. However, some regions have a high debt burden, espe- cially the Mordovia Republic, while debt has increased notably in the Tomsk oblast, the Republic of Kalmykia, Oct-20 Dec-20 Feb-21 Apr-21 Aug-21 Oct-21 Dec-19 Feb-20 Apr-20 Jun-20 Aug-20 Jun-21 and Ulyanovsk oblast. Increased indebtedness in some regions prompted the government to convert regional commercial debt exceeding 25 percent of the regions’ Source: Ministry of Finance. own revenues into budget credits to be repaid to the Federal government by 2029 (Figure 1-61). Russia Economic Report| № 46. December 2021 37 Recent Economic Developments Figure 1-60: In 2021, debt burden at the regional level Figure 1-61: The 10 regions with the highest debt burden in decreased 9m2021 (percent of tax/non-tax revenues) Source: Roskazna. 1.7 Labor market and social developments: A tight labor market exacerbated by a migrant-labor shortage The first three quarters of 2021 have seen substantial labor market improvement. Labor markets tightened as demand for jobs outstripped labor force increases and the unemployment rate shrank to below its pre- pandemic level. While strong demand has evidently spurred labor markets, COVID-related disruptions in the flow of migrant workers during the year may have contributed to worker shortages, especially in certain sectors like construction. Real wages grew strongly, at 5.9 percent yoy, to mid-year although growth has moderated since then. With the introduction of a new methodology for determining the national poverty line in 2021, data are not directly comparable, although estimates suggest the new and old poverty methodologies would have provided roughly similar results in recent years. L abor force participation and employment outcomes have improved rapidly this year and labor market conditions have tightened. Labor force participation has stood at for the last three years, 15.7 percent (Figure 1-62). Unemployment rates stand at similar levels for both men and women (Figure 1-63). Job postings from rates for both men and women have recovered to their employers in employment agencies in Q2 2021 jumped longer-term trend levels, having increased by 0.9 and above their pre-pandemic levels (Q2 2019) by 24 per- 0.3 percentage points, respectively, in Q2 2021, com- cent, with the ratio of unemployed people to job posts pared to the same quarter in 2020, when participation falling to a value of 1.7, indicating a tightening of labor was impacted by the COVID-19 epidemic. This increase market conditions, and well below comparable esti- in labor force has coincided with a fall in unemployment mates of 2.9 and 1.9 observed in 2020 and 2019, respec- rate, with the national unemployment rate falling to 4.3 tively. Labor market recovery proceeded in all regions, percent by September 2021 – the lowest rate since 2017 and the unemployment rate remains higher in the third – as job creation has been strong. After a compression quarter than in Q3 2019 in only two districts: Central and in the labor force participation gender gap in Q2 2020, North Caucasian, while the ratio of unemployed to job when men experienced a larger decline in participation postings has fallen below its level in 2019 in all regions rates than women, the gap has returned to the level it (Figure 1-64). 38 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-62: Labor force participation rates stay on or above Figure 1-63: Gender gap in unemployment rates closed as the trend line (labor force participation rate by gender) labor markets recovered (unemployment rate by gender) Source: World Bank staff using data from Socioeconomic Conditions of Russia, Source: World Bank staff using data from Short Term Economic Indicators of the 2017-2020 and Jan-Jul 2021, produced by ROSSTAT. Russian Federation, 2016-2020 and Jan-Jul 2021, produced by ROSSTAT. Figure 1-64: Ratio of unemployed to job posts by Federal District Source: Rosstat. Russia Economic Report| № 46. December 2021 39 Recent Economic Developments Figure 1-65: The share of women in furlough programs exceeded that of men (share of women and men on furlough programs and full-time employment) Source: World Bank staff using data from Short Term Economic Indicators of the Russian Federation, 2019, 2020 and Jan-Jul 2021, produced by ROSSTAT. Use of furloughs and take-up of unemployment ben- Job creation over the last year was concentrated in efits have returned to near pre-pandemic levels, not- sectors recovering from more severe shocks from CO- withstanding the latest partial lockdown in Russia. Al- VID-19, but informality has increased. When comparing though use of furlough support normalized by late 2020, the average employment creation between Q2 2021 and there was a sign of a pick-up in the latest month (Figure the same period the year before, around 70 percent of 1-65), while the non-working period at end October the total gain of 1.42 million jobs was concentrated in to early November is likely to entail a further increase three sectors: trade, construction and manufacturing, in short-term furlough support.19 The share of unem- with agriculture and education accounting for a further ployed with benefits has fallen from 71 percent in Q3 20 percent (Figure 1-66). These five sectors had seen 2020 to 21 percent in June 2021, only slightly above the the sharpest falls in employment by mid-2020 due to same period in 2019. This decline is likely to be related the strict lockdown anti-pandemic measures, with the to the decision of the authorities to return to the pre- rebound now almost compensating job losses last year. pandemic minimum monthly unemployment benefits of Overall, the labor market recovery has broadly reflected 1,500 rubles effective January 2021, which has been set the same sectoral distributional of labor, with no pro- at temporarily at 4,500 rubles monthly in 2020 to offer nounced regional discrepancies. The loss of jobs when extra support over the COIVD-19 pandemic.20 COVID-19 first struck was concentrated in the informal sector, as sectors that suffered the most were more 19 TASS. “Putin 20 oktyabrya podpishet document o nerabochih dnyah”.  [Putin will sign a document on non-working days on October 20]. Retrieved likely to employ informal workers,21 but the economy on Oct 20, 2021, from https://tass.ru/obschestvo/12714527?utm_ also shed formal jobs over the course of 2020. Strong job source=yxnews&utm_medium=desktop&nw=1634752284000 growth in Q2 2021 was mostly from the informal sector, 20 Unemployment benefits, including minimum and maximum levels, vary across regions due to regional coefficients elevating the share of informality in the job market to that range from 1.1 to 2 in 2021. These coefficients factor in regional 19.6 percent, returning to a similar value as observed in average monthly wages. The upper bound for the unemployment Q2 and Q3 of 2019, prior to the pandemic (Figure 1-67). benefits was lifted to 12,130 Rubles in March 2020 from 8,000 Rubles. The Government opted to keep the former maximum level in 2021. 21  osstat, (2019). Migrants Labor survey. (Table 1.17). Retrieved on R In addition, the authorities simplified the procedure of applying for Oct 12, 2021 from: https://www.gks.ru/free_doc/new_site/imigr18/ the unemployment benefits effecting April 8, 2020 (decree 460 of index.html. According to the results of the survey, the share of the Russian Federation government), as part of the anti-pandemic migrants (both domestic and international) in construction, hotel and measures. The decree allowed online applications via the Unified catering services exceeded that of the domestic non-migrant workers Portal of State and Municipal Services with a reduced number of by a factor of 2. International evidence suggests that migrant workers supporting documents. This temporary measure was extended to Dec tend to have a high incidence of informal employment (Heusala, A.- 31, 2021. Therefore, the decline in coverage of the unemployed with L., & Aitamurto, K. (Eds.). (2016). Migrant Workers in Russia: Global benefits is likely associated with the reduction in minimum wage and Challenges of the Shadow Economy in Societal Transformation (1st growing employment opportunities. ed.). Routledge. https://doi.org/10.4324/9781315657424) 40 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure 1-66: Job gains are concentrated in three sectors Figure 1-67: Most jobs were created in the informal sector (changes in employment by economic activity, Q2 2021 vs Q2 since Q2 2020 (changes in employment in formal/informal 2020) markets, y-o-y) Source: World Bank staff using Labor Force Survey results, 2020 and Jan-Jul 2021, Source: World Bank staff using Labor Force Survey results, 2017-2020 and Jan-Jul produced by ROSSTAT. 2021, produced by ROSSTAT. Figure 1-68: Real wages increased sharply in the second Real wages increased sharply in the second quarter, quarter of 2021 (yoy) year-on-year, but growth is now subsiding (Figure 1-68). Despite the pandemic, real wage growth was positive in 2020, and labor market dynamism in the first half of this year further increased, with real wage22 growth reaching 5.7 percent, yoy, in the second quarter. Growth was led by recovery in those sectors that experienced the worst losses during the pandemic. When compared with Q2 2020, real wages demonstrated the highest growth in hotel and catering services, construction, culture and en- tertainment and trade. Most of the sectors that showed the highest increase in wages since Q2 2020 tend to rely on seasonal migrant workers who mostly come from the CIS countries to fill in the demand for low-skilled posi- tions. As the numbers of migrant workers fell, firms may Source: Rosstat. have needed to substitute them with domestic labor in the short run, pushing up the wage rate. However, data Figure 1-69: Real labor income and real money income have grown faster in Q2 and Q3 of 2021 than in previous six on remittances and migrant worker registrations in- quarters (yoy) dicates that the availability of migrant workers is now recovering (Box 7) The latest data up to August suggest that, as economic activity has cooled, so too has real wage growth, averaging 1.6 percent in July and August. Nevertheless, average real incomes per capita grew 13.3 percent in Q2 2021, yoy, nearly recovering their level in Q2 2019, but still 9 percent below the 2014 level (Figure 1-69). 22 R  eal wages were estimated dividing nominal wages by the CPI deflator. Quarterly real wages were calculated based on averaging the respective monthly real wages. Source: World Bank staff using data from Short Term Economic Indicators of the Russian Federation, 2014-2020 and Jan-Jul 2021, produced by ROSSTAT. Russia Economic Report| № 46. December 2021 41 Recent Economic Developments Box 7 Labor migration developments since the onset of COVID-19 There has been considerable concern that a shortage of foreign workers is exacerbating labor market tightness and may lead to upwards price pressures. The onset of COVID-19 meant that migrant workers were no longer able to reach Russia. The number of registered migrants from CIS countries, who are an important source of lower-skilled labor to various sectors, fell by a third in 2020. Russian authorities only resumed limited flights between Russia and major sending countries such as Uzbekistan and Tajikistan in April 2021, with the rail connection still closed as of October 2021.a In September 2021, for instance, the Moscow city authorities cited a shortage of 200,000 migrant workers in the city,b which recruitment agencies have cited as underpinning concerns over labor shortages.c The construction sector is feeling the shortages most acutely, as migrant workers from the CIS could constituted 80-90 percentd of the workforce for some contractors. The Ministry of Construction estimated the short-term deficit of workers in the construction industry is around 2-3 million, highlighting that it was caused by the pandemic and closure of the border.e,f The Central Bank of Russia has even voiced concern that recent labor shortages could exacerbate inflation.g Statistics indicate that the migrant workforce has rebounded well this year, but remittances still lag 2019 levels. Russia’s net migrationh surplus with CIS countries fell from 256,000 in 2019 to 119,000 in 2020. Twenty-seven regions, up from 7 in 2019, experienced a net migration deficit, with Moscow, Primorsky Krai, Omskaya oblast, Smolenskaya oblast, Astrakhanskaya oblast and the Republic of Mordovia experiencing the largest deficits (Figures B7-1 and B7-2). For non-CIS countries, Russia had an overall net migration deficit in 2020 of 12,000, compared to a surplus of 29,000 in 2019. Labor migration registrations, available monthly and recording all migrant workers, whether or not they entered the country in the current year, indicate a large rebound in migrant work in 2021, with registrations, at more than 6 million by September, well above the 2 million in 2020 and 4 million in 2019 over the same period of the year. Up to a million migrants from CIS countries were able to remain in the countryi as a result of a “pandemic migration amnesty,” being in force up to September 30, 2021j. The sharp rise in labor migrant registrations in 2021 may partly reflect large amounts of ”re-registrations” after work permits lapsed during the period of restrictions. Individual monetary transfers to CIS countries, generally remittances, fell by more than 25 percent in the second quarter of 2020, but staged a gradual recovery since then. By the second quarter of 2021, they had recovered to 4 percent below their level in 2019. a  inistry of internal Affairs. Indicators on migration situation in Russian Federation. Retrieved on Oct 8, 2021 from: https://xn--b1aew. M xn--p1ai/dejatelnost/statistics/migracionnaya. The reported statistics is related to initial registrations of migrants. Unfortunately, the 2021 numbers on initial registration are not available as the Ministry reported only the overall registration of migrants, making the comparison with previous years infeasible. b https://iz.ru/1220837/2021-09-13/v-moskve-ne-khvataet-200-tys-stroitelei-migrantov с  BC. Deficit migrantov privel k rostu zarplat raznorabochih. [The shortage of migrants has led to an increase in the salaries of unskilled R workers]. Retrieved on Oct 1, 2021 from: https://www.rbc.ru/technology_and_media/23/08/2021/611fa69d9a7947f545ce3f5c?from=fr om_main_11 d https://vedomosti-spb.ru/realty/articles/2021/09/13/886305-zastroischiki-zamenu-migrantam e  Interfax. Minstroi predlozhil krupnym developeram soobsha vvozhit migrantov. [The Ministry of Constructions offered large development companies to bring migrants]. Retrieved on Oct 9, 2021 from: https://www.interfax.ru/russia/782249. f https://erzrf.ru/news/boleye-50-subyektov-rf-regionov-ispytyvayut-defitsit-v-inostrannoy-rabochey-sile-na-stroykakh-osobenno-  tyazhelaya-situatsiya-v-stolichnom-regione g  TASS. “CB: decit kadrov v economike Rossii mozhet privesti vozniknoveniyu inflyacionnoi spirali.” [CB: deficit of labor in Russian economy could lead to inflation spiral]. Retrieved on Oct 14, 2021 from: https://tass.ru/ekonomika/12656687 h Net migration data shows the difference between the number of arrivals and departures over the year. i As announced by the Ministry of Interior at the press conference on September 27, 2021. j  According to the Decree of the President of the Russian Federation of June 15, 2021 No. 364 «On temporary measures to regulate the legal status of foreign citizens and stateless persons in the Russian Federation during the period of overcoming the consequences of the spread of a new coronavirus infection (COVID-19)»: 42 Russia Economic Report | № 46. December 2021 Recent Economic Developments Figure B7-1: A sharp rise in labor migration registrations Figure B7-2: Remittances staged a gradual recovery since was observed in 2021 the second quarter of 2020 Labour migration registrations Cross-border monetary transfers, change relative to 2019 Source: Ministry of Interior data for January-September 2019, 2020, 2021. Source: Central Bank of Russia. Following a major methodological change, official pov- Figure 1-70: Relative and absolute annual poverty rates in erty statistics for 2021 are not comparable with pre- recent years are similar vious estimates. Box 8 describes the methodological change implemented in 2021, which shifts to the use of two measures of minimum standard of living. The subsistence minimum, a threshold that was regularly used for computing poverty rates has changed from an absolute to a relative measure as per Federal law of De- cember 29 of 2020. Poverty rates according to the new method published by ROSSTAT so far refer only to the first and second quarter of 2021. These are not techni- cally comparable to the official rates published in previ- ous years. While an approximation23 only, an established methodology where micro-data are not available pro- vides an indication of what poverty rates in previous pe- riods might have looked like according to the new official methodology (Figure 1-70). Estimates of poverty rates using the new relative poverty line are similar to the Source: World Bank estimates using tabulated data. official rates using the absolute line for the years 2017- 2020. The spike observed in poverty in Q1 2021 is consis- tent with seasonal variation, whereby the poverty rate is with slower economic activity in winter. On the assump- commonly elevated in the first quarter and is associated tion that the two measures are comparable, however, the increase in the first quarter of 2021 vis-à-vis the 23  he method consists in fitting a Lorenz curve using tabulated T data, and from this Lorenz curve deriving poverty rates given a fourth quarter seems larger this year than in previous specific poverty line for the period 2015 to 2020. These estimates years. Poverty in the second quarter fell back somewhat are done through the World Bank site PovcalNet which includes a to 13.1 percent. Given the methodological changes, it is tool for estimation of poverty rates using tabulated data. http:// difficult to draw any further conclusions about recent iresearch.worldbank.org/PovcalNet/PovCalculator.aspx The method is described in Datt, G. (1998) “Computational Tools for Poverty poverty trends. In addition, as per a very recent official Measurement and Analysis”, FCND Working Paper No. 50, Food statement on November 26 of 2021, another poverty Consumption and Nutrition Division, International Food Policy measure, explicitly named as “poverty rate” will also be Research Institution. Tabulated data is taken from ROSSTAT Socio Economic Conditions of Russia reports. published and updated on a regular basis. Russia Economic Report| № 46. December 2021 43 Recent Economic Developments Box 8 Russia’s new poverty measure The methodology for official poverty measurement has recently undergone major changes. New legislationa has introduced a procedure according to which the value of the subsistence minimum, starting from 2021, is established as a whole for a calendar year (until 2021, it was quarterly). This subsistence level is determined at 44.2 percent of the median per capita income for the year preceding the previous reporting period, and is revised at least once every five years, based on the conditions of the socio-economic development of the Russian Federation. The value of the subsistence minimum for various socially demographic groups in the Russian Federation is set as a percentage of the subsistence minimum per capita. For the working-age population, this ratio is 109 percent: 86 percent for pensioners and 97 percent for children.b More recently a new Government regulation issued on November 26 of 2021, introduces a new “poverty rate”. This “poverty rate” is defined as the proportion of the population living with incomes below a poverty line defined in terms of a baseline. The baseline equals the subsistence minimum of the last quarter of 2020 (that is the old method, which defined an absolute subsistence minimum), and will be updated using the consumer price index. The national line and poverty rates will be updated quarterly, but the regional equivalent will be updated only once a year. In other words, the subsistence minimum will not define the poverty rates anymore. Instead, the new poverty line and poverty rates will be adopted for measuring the evolution of poverty while the subsistence minimum appears to continue to serve as indicator measure for the definition of pensions, social benefits and other policy instruments. The change in the subsistence minimum implies that Russia has adopted a relative rather than an absolute measure, in line with most European countries.c With this change, Russia’s methodology in now more similar to the measurement of poverty usually adopted in other European countries. It is similar in three aspects: first, it uses income as welfare aggregate; second, it uses a relative rather than absolute poverty line; and third, it adjusts poverty measurement to family composition. The changes adopted by Russia are in line with international experience that shows that countries tend to evolve from consumption-based, absolute-line measures towards income-based, relative-line poverty measurement as income levels increase. This is the consequence of societies realizing that an appropriate minimum standard of living is somehow related to the standard of living of the general population and that the former tends to grow with the latter.d The World Bank has also added a weakly relative poverty measurement in its regular monitoring of global poverty.e The new methodology, however, differs from other approaches to relative poverty measurement, such as that adopted by the EU. First, the relative line in the EU is set at 60 percent of the national median equivalized income (i.e., household income adjusted by member composition) whereas in Russia the relative threshold for the minimum subsistence equals 44.2 percent of the national median of per-capita money income. Second, the welfare aggregate among EU countries refers to disposable income including social transfers, whereas the welfare aggregate in Russia is “money income” which differs from “disposable income” in Russian statistics (i.e. after transfers but before taxes).f Thirdly, the family adjustment is different. In the EU, household income is divided by the number of “equivalent adults”, using a standard equivalence scale to assign a weight for each family member: 1.0 for the first adult; 0.5 for the second and each subsequent person aged 14 and over; 0.3 to each child aged under 14. In Russia, the threshold is adjusted, rather than the welfare aggregate, and the adjustment rates are different: working-age adults (all of them, not only one) have a line that is 21.1 percent higher than for pensioners, and 11 percent higher than for children.g Finally, an unusual characteristic of the new Russian relative threshold for the subsistence minimum is the reference period. While the EU line is based on 60 percent of the national median for the reference period – most lines in the World, absolute or relative, refer to a line in the reference period – the Russian line refers to “…income for the year preceding the previous reporting period.” Namely, two years ago. So the threshold for the subsistence minimum for year 2021 is set in 2020 and refers to the median in year 2019. Relative poverty lines tend to show more gradual changes over time and are related to reductions in inequality amongst less well-off households. In general, poverty rates experience a slower decline over time under relative than under absolute poverty lines. For instance, World Bank estimates that poverty rates under an absolute poverty line of US$5.5 fell from 16.8 percent to 11.9 between 2008 and 2018 for the Europe and Central Asia region, whereas poverty rates under the relative, societal poverty line declined from 19.4 to 16.6 percent. This “slow motion” is the consequence of poverty rates under relative poverty lines being sensitive not only to economic growth but also to its distribution. To escape poverty, households have not only to increase their incomes above an absolute level, but to get closer to the highest standard of living of the poorest half the population. Reducing relative poverty is thus also related to reducing inequality, particularly at the bottom of the distribution. The official regulation of November 26, 2021 introduces a new measurement of the poverty rate, using a new poverty line, and may be a mechanism to keep some comparability to the previous estimates of the poverty rate (which used the old minimum subsistence measure) as well as to keep an absolute measure of poverty (which is likely to experience faster changes over time). As explained before, the poverty line will be based on the subsistence minimum of the last quarter of 2020 (that is the old method, which defined an absolute subsistence minimum), and will be updated using the consumer price index, with national line and poverty rates to be updated quarterly, and regionals to be updated only once a year. This 44 Russia Economic Report | № 46. December 2021 Recent Economic Developments implies that the poverty line remains “absolute”, because it takes the old basket of products and updates its price quarterly. It also implies a distinction -which was not apparent before- between the terms “poverty line” and “subsistence minimum” and hence what is meant by official poverty rates. In operationalizing these new measures of wellbeing over time, price inflation and regional variation may also need to be considered. First is the issue of whether there will be explicit adjustment of the subsistence minimum due to inflation. In the absence of price adjustments, the subsistence minimum and the social policies attached to it may be tied to on nominal incomes two years prior. For instance, between 2020 and 2018, consumer prices increased in 8.5 percent, so the real value of the median income in 2018 is 8.5 percent lower today, and the relative poverty line should take this into account. Second, using a national median income may impose a too strict or too lenient minimum living standard across regions in Russia. Although a national minimum subsistence line is compatible with the idea of a welfare minimum defined and to be achieved by all members of society, the diversity of economic activities and living standards across the country may make social policy more difficult in some areas than others. In addition, the new official poverty measure, based on the old basket of goods, uses the general CPI for inflation adjustment, rather than an update of the prices of the goods in the basket. This is not the usual method because the CPI, which includes a much wider set of products than the poverty basket, may not always closely reflect the prices changes faced by households at the poverty line. a Federal Law No. 473-FZ of December 29, 2020. b  ROSSTAT, “O sootnoshenii denezhnyh dohodiv naseleniya s velichinoi prozhitochnogo urovnya, utanovlennoi na 2021 god, I chislennosti maloimustchego naseleniya in Q1 and Q2 2021”. [The ratio of the population cash income to the subsistence minimum in 2021, and the number of poor people for the 1st and 2nd quarters of 2021]. Retrieved on Oct 20, 2021, from https://gks.ru/bgd/free/B04_03/IssWWW. exe/Stg/d02/143.htm. c There have been previous changes to poverty lines in Russia. For a detailed history of these changes see Takeda, Y (2012) “Poverty lines in  Russia”, chapter 4 of Methods for estimating the poverty lines. Four country case studies, ILO (2012). d Analysis of poverty lines across the world shows that higher standards of living in a given country tend to bring higher absolute poverty  lines and that the adoption of a purely relative line, like in European Union case, is a limit case of this trend. See Ravallion, M. (2010) “Poverty lines across the World”, World Bank Policy Research Working Paper, 5284, Washington, DC. e The Poverty and Shared Prosperity report, corresponding to years 2018 and 2020, includes country and regional estimates using a  “societal poverty line”, that is a poverty line that approximates 50 percent of the national median income. For a technical presentation of the societal poverty line see Jolliffe, Dean; Prydz, Espen Beer. 2017. Societal Poverty: A Relative and Relevant Measure. Policy Research Working Paper; No. 8073. World Bank, Washington, DC. Formally, the societal poverty line adopted in World Bank publications equals the international poverty line of US$ 1.90 if 50 percent of the median income (or consumption) is below this threshold, and 50 percent of the median income above it. See World Bank (2018) Poverty and Shared Prosperity Report, Piecing Together the Poverty Puzzle, Washington DC. f The disposable income is estimated by subtracting mandatory payments and transfers from the money income. Rosstat order No. 465  of July 2, 2014, specifies that the mandatory payments and transfers include direct taxes, pension, social and life insurance contribution, interest payments on consumer loans and mortgages. g The adjustment of the poverty line to working adults, pensioners and children was already present in the previous Russian poverty line,  also known as “minimum subsistence level”. Russia Economic Report| № 46. December 2021 45 Recent Economic Developments 46 Russia Economic Report | № 46. December 2021 Part II Outlook Outlook As countries move into the third year of the COVID-19 pandemic, global growth is expected to moderate down next year to 4.3 percent. Inflation is expected to ease somewhat into 2022, but inflation rates are still likely exceed their levels in 2019. Oil prices are forecast to remain high, averaging US$74/bbl in 2022 and US$65/bbl in 2023, respectively, while natural gas and coal prices are forecast to fall from their presently elevated levels. Growth in Russia is forecast to be 2.4 percent next year, contributed to by a continued strong oil sector, before moving down to 1.8 percent in 2023. On-off COVID-19 control measures, likely to be needed while vaccination rates remain low, will weigh on growth and may call for more accommodative policy, especially fiscal, frameworks to support those affected. With the Central Bank of Russia maintaining an appropriately tight monetary stance, inflation is expected to decline in 2022. Inflation has negatively surprised in Russia and around the world this year, and uncertainty over the persistence of inflation effects remains high. Combined with the Federal Reserve’s planned unwinding of quantitative easing in the United States, and other monetary tightening likely in advanced economies, higher than expected inflation and capital outflows, which may call for further monetary tightening, represent a risk to the outlook. G lobal growth is set to moderate in the coming years, with economies that are still struggling with COVID-19 and vaccination rates seeing even more lim- 70 percent of the population in advanced economies has received at least one vaccine dose compared to just 4 percent in low-income countries. Unequal vaccination ited growth. Going forward, global growth is set to mod- rates increase the risk of new more virulent strains of erate to 4.3 percent in 2022 and 3.1 percent in 2023 un- COVID-19 causing a renewed global slowdown. der the baseline assumptions established in June 2021 (Figure 2-1).24 This recovery is envisioned to be highly Inflation is expected to ease next year, although much uneven, with many EMDEs unlikely to return to pre-pan- depends on the course of global monetary policy ac- demic trends over the forecast horizon, in sharp contrast tion. Model-based forecasts suggest that global inflation to most advanced economies. This divergence reflects is projected to ease somewhat in 2022 as global demand highly unequal vaccine rollout and large differences in softens, production and trade bottlenecks dissipate, and the size and duration of fiscal support programs. Over energy prices decline amid increased supply (Figure 2-2). Figure 2-1: Global growth expected to moderate next year Figure 2-2: Model-based projections suggest that inflation (GDP growth, yoy) will ease in 2022, but will likely remain above target in many economies Source: Consensus Economics; World Bank. Sources: Oxford Economics; World Bank. Note: Consensus growth forecasts based on October 2021 survey. Note: Projections for 2021 and 2022 are baseline estimates by Oxford Economics extracted from the October 2021 vintage of the Oxford Global Economics Model. 24 W  orld Bank. 2021. Global Economic Prospects, June 2021. Washington, DC: World Bank. 48 Russia Economic Report | № 46. December 2021 Outlook Still, inflation rates in 2022 are projected to exceed those population had received at least one vaccine dose, and of 2019 at the global level and in most regions, includ- around 40 percent were fully vaccinated. Two-thirds of ing the euro area (Figure 2-3). With central banks now the population in high income countries has been fully tightening monetary policy around the world, the per- vaccinated with upper middle-income countries not far sistence of heightened inflation throughout 2022 will, in behind, with 60 percent of their populations fully vac- part, depend on how effectively this tightening contains cinated, on average. While the COVID-19 pandemic is inflation pressure. still sweeping some countries, including those with high vaccination rates, the impact of the virus is becoming COVID-19 vaccination coverage is likely to be an im- far less deadly in the countries that are well-vaccinated. portant determinant of the outlook for countries in This not only directly saves lives, but also reduces the the year ahead. The extent to which countries have need for the reintroduction of strict control measures progressed in vaccinating their populations is emerging that lead to a downturn in economic activity and in- as an important differentiating factor in the economic comes (Figure 2-4). outlook. By end October, over 50 percent of the world’s Figure 2-3: Market-based inflation forecasts in the United Figure 2 4: COVID vaccinations and deaths, high and upper- States and euro area are rising rapidly amid ongoing supply middle income countries, first half of October 2021 chain disruptions Sources: Bloomberg; World Bank. Source: Our World in Data, World Bank Staff. Note: Figure shows 5-year/5-year inflation swap rates for the euro area and the United States. Last observation is November 22, 2021. Oil prices are expected to remain high into 2022, while mb/d as drilling activity picks up, and production is also gas and coals prices are forecast to begin declining expected to grow in Canada and Brazil. Natural gas and next year. After rising over 2021, crude oil prices are ex- coal prices are expected to remain at high levels until the pected to be higher, on average, at US$74/bbl in 2022, start of 2022 and begin to decline thereafter as supply before dropping back to US$65/bbl in 2023 as supply constraints ease and production increases. The prices constraints ease. Oil demand is expected to reach its of European natural gas and Australian coal are forecast pre-pandemic level in 2022 as air travel recovers (Fig- to decline by 14 percent in 2022 and by 27 and 25 per- ure 2-5). Oil production should see a strong recovery of cent in 2023, respectively, in response to reduced sup- around 6mb/d in 2022 as OPEC+ unwind their produc- ply disruptions and government efforts to raise output. tion cuts and new production capacity comes onstream Non-energy commodity prices are forecast to modestly in some countries. OPEC+ still has substantial spare ca- decline in 2022 and 2023 as the global recovery slows pacity (Figure 2-6). Among non-OPEC+ countries, output and supply disruptions are addressed. Metal prices are in the United States is expected to increase by about 1 forecast to decline by 5 percent in 2022, while agricul- Russia Economic Report| № 46. December 2021 49 Outlook Figure 2-5: Oil demand forecast Figure 2-6: Oil spare capacity Source: International Energy Agency; World Bank. Source: International Energy Agency, World Bank. Note: Shaded area indicates EIA forecasts. Note: Data from IEA Oil Market Report November 2021. ture prices are expected to stabilize in 2022 as the sup- remained an ever-present risk. Moving into its second ply of grains and edible oils increases. Fertilizer prices, winter, the pandemic in Russia is experiencing one of however, are expected to remain higher into 2022, con- the most deadly outbreaks in the world. An overriding tributing to continued elevated agricultural prices. policy imperative is to overcome the prevailing vaccine hesitancy in Russia and increase the pace of vaccine roll- COVID-19 presents a major and ongoing risk for Russia out (see Box 9). With Russia’s plentiful vaccine supplies until vaccination rates increase. Russia is falling far be- and effective healthcare delivery system, it should be hind in vaccinating its population. With only one third of technically possible to rapidly vaccinate the majority of the population fully vaccinated, it is not only behind the the population, as several countries have done in a short pace of high and upper-middle income countries, but space of time. also the world average. At the same time, with Russia having removed controls relatively swiftly, COVID-19 has Box 9 Vaccine hesitancy and COVID-19 Despite good vaccine availability, vaccination rates in Russia have been stagnant. Russia’s vaccination program, although ongoing for some time, has only vaccinated a third of the population and progress has slowed up to late October. Russia has developed four candidate vaccines for COVID-19, of which two – Gamalea Sputnik V and Gamalea Sputnik Lite have undergone Stage 1, 2 and 3 trials. Sputnik V was in fact the first vaccine to be announced to be developed to combat COVID-19, beginning clinical trials in June 2020. While neither is yet approved by the World Health Organization, Sputnik V has been approved for use in 73 countries and Sputnik Light in 19 countries. The other two candidate vaccines are largely only in use in Russia. Developed and with ample production facilities locally, there are no major supply issues that constrain vaccination deployment. At present, only these locally developed vaccines are approved for use in Russia, while the AstraZeneca vaccine is under trial. Low vaccination rates in Russia are linked to vaccine hesitancy. International surveys show Russians are amongst the least willing to receive a COVID-19 vaccine,a with more than 50 percent of survey respondents indicating that they would not get a vaccine if it were offered to them. This reluctance seems to be relatively equally distributed amongst age groups, and even amongst those respondents that state that they are afraid of contracting COVID-19, still nearly half of those not yet vaccinated said they would not take a vaccination. The most common reason cited for not receiving the vaccination was a concern with side effects, with as many as 80 percent of the overall population being concerned about side effects.b 50 Russia Economic Report | № 46. December 2021 Outlook Committed efforts to overcome vaccine hesitancy can yield results. Vaccine hesitancy is not unique to Russia and many other countries have struggled with it. The United States had a similar level of vaccine hesitancy to Russia in early 2020. Although there is still a large fraction of the population who are hesitant there, the share of the hesitant population has gone down from half to just over a quarter.c Research suggests that the messaging of a vaccination program is important, with positive messages of the importance of being protected and gratitude from society for getting vaccinated more effective than highlighting risks to health. Means of building trust in the public around the vaccination program can also help, and this can be done by sharing accessible and complete information on trial results and explaining the options around availability and choice of different vaccinations.d Communications targeted to specific groups, such as the elderly, and to address misinformation about vaccines is also effective.e Very recent developments suggest a renewed focus may yield results. In response to the growing pandemic, the authorities implemented a 10-day period of ”non-working days” along with prohibition of visits to indoor public places and businesses. The authorities are also planning to relaunch a vaccination campaign that would pay closer attention across all of Russia’s regions and strike a less negative tone than previously. After slowing over the summer, there are indications that the rate of vaccinations increased over October and into November, which some surveys suggest a very recent drop in hesitancy. References: World Economic Forum, How to Build Trust in Vaccines: Understanding the drivers of vaccine confidence, May 2021 https://covid19.trackvaccines.org/ https://morningconsult.com/global-vaccine-tracking/ a PSOS Mori, February 2021, Global attitudes : COVID-19 vaccines | Ipsos and https://www.levada.ru/en/2021/07/13/coronavirus-and- I mandatory-vaccination/ b The Global COVID-19 Trends and Impact Survey Results (umd.edu) c https://morningconsult.com/global-vaccine-tracking/ d World Economic Forum, How to Build Trust in Vaccines: Understanding the drivers of vaccine confidence, May 2021. e World Bank Group, 2021, Targeting Priority Populations: Recommendations and Lessons Learned from Global COVID-19 Vaccine  Implementation, internal briefing and European Centre for Disease Prevention and Control, 2021 Facilitating COVID-19 vaccination acceptance and update in the EU/EEA. With output returning to potential sooner than ex- term factors. Growth in the first quarter is expected pected, growth next year is expected to be lower. The to be high, year-on-year, driven by a low base in 2021. strong economic recovery in 2021 has broadly returned Also, on the upside, continued high commodity prices the economy to its pre-COVID level earlier than previ- are expected to support increased domestic expenditure ously expected (Figure 2-7 and Figure 2-8). Looking in 2022, and higher year-long crude oil production vol- ahead to 2022, the outlook is affected by several short- umes, in line with rising production volumes according Figure 2-7: Output gap projections Figure 2-8: Growth rate and oil price chart Source: Ruch (2021). Source: World Bank. Russia Economic Report| № 46. December 2021 51 Outlook to the OPEC+ agreement, will also add to growth. On — is evident in Russia, the hawkishness of the CBR’s the downside, continued COVID-19 controls are likely monetary approach should also balance risks and un- to weigh on growth in 2022, while tighter interest rates certainty in the outlook. Inflation forecasts — much like needed to control inflation will also limit demand. Taking those for GDP growth — remain highly uncertain, due to these factors into account, real GDP growth is forecast the protracted nature of the pandemic and idiosyncratic to be 2.4 percent in 2022, falling to 1.8 percent by 2023. factors, including ongoing global supply and agricultural Private consumption will lead the growth moderation as chain disruptions, and the standard deviation on con- pent-up demand is spent and higher interest rates limit sumer inflation during the COVID-19 has been almost new credit growth. Investment growth is forecast to be a triple its historical average.25 Inflation uncertainty is step down from 2021, but remain relatively robust, with likely to remain above normal levels until the COVID-19 some increase in investment in the extractive sector ex- pandemic is under control and supply disruptions are re- pected. Planned investment of the NWF into infrastruc- solved. Emerging markets are more susceptible to this ture projects (about 0.4 percent of GDP) in 2022-2023 uncertainty than advanced economies (Ruch 2021; Fig- will support investment as well. Growth is expected to ure 2-9). While monetary tightening can be effective in be strongest in the industrial sector, on the back of ris- moderating excess demand, it can also have adverse ef- ing oil production volumes. By 2023, the level of output fects on the supply side, especially for more leveraged would still be about 1.7 percentage points below where firms, and the path of demand-driven inflationary pres- it was expected to be before the pandemic, suggesting sure is likely to be a key consideration for future mon- that the pandemic has had a lingering effect. etary policy decisions. Inflation in Russia is expected to decline as the cen- High commodity prices will continue to contribute to a tral bank maintains an appropriately tight monetary strong current account. After rising over this year, com- stance, but the inflation outlook is especially uncer- modity prices are projected to remain elevated and con- tain. Inflation is expected to decline throughout 2022 as tribute to robust export value growth. By the beginning one-off factors such as rapid commodity price increases of 2022, Russia’s oil production will have completed the move into the baseline and demand pressure subsides. gradual increase agreed with OPEC+ and these higher Over the year, on average, inflation is forecast to be 6.2 volumes, expected to be maintained over the year, will percent, slightly below 2021. While higher inflation — also add to exports. While the current account surplus is including rising core inflation and inflation expectations expected to decline somewhat as international tourism Figure 2-9: Uncertainty about inflation and monetary policy stances remains high in Russia and worldwide A. Inflation uncertainty B. Neutral interest rate uncertainty Source: Ruch (2021) Note: EMDE = emerging market and developing economies. A. Based on estimates of stochastic volatility in a sign-restricted Bayesian VAR model. Grey area reflects the 95 percent confidence interval. B. Based on uncertainty surrounding Laubach-Williams estimates. 25 Average between 2001-19 (excluding the great recession). 52 Russia Economic Report | № 46. December 2021 Outlook Table 2 1: Main macroeconomic indicators 2018 2019 2020 2021f 2022f 2023f GDP growth, percent 2.8 2 -3 4.3 2.4 1.8 HH consumption growth, percent 4.3 3.2 -8.6 9.6 3.2 2.7 Gross fixed capital formation growth, percent 0.6 1.5 -4.3 5.3 3.8 3.6 Export growth, percent 5.6 0.7 -4.3 2.8 4.2 2.7 Import growth, percent 2.7 3.4 -12.0 16.2 5.9 5.7 General government balance, percent of GDP 2.9 1.9 -4 -0.3 1.5 1.2 General government debt, percent of GDP 14.6 14.7 20.4 20.5 21.2 21.8 Current account (US$ billions) 115.7 64.8 36.1 121.9 108.2 79.6 Current account, percent of GDP 7 3.8 2.4 7.1 5.8 4.1 Exports (GNFS), bln US$ 508.6 481.6 380.4 530.9 569.9 575.7 Imports (GNFS), bln US$ 343.6 352.5 303.7 364.8 406.0 432.0 Capital and financial account (US$ billions) -78.5 3.9 -49.9 -67.0 -51.7 -34.9 Capital and financial account, percent of GDP -4.7 0.2 -3.4 -3.9 -2.8 -1.8 CPI inflation (average) 2.9 4.5 3.4 6.6 6.2 4.0 Source: World Bank. normalizes, with limited vaccination rollout in Russia it that the poverty rate in Russia, at the upper-middle in- remains unlikely that outbound travel will return near come poverty line of US$5.5 per day, is expected to have to its pre-COVID-19 level in 2022 but will gradually re- declined in 2021 and return to pre-pandemic levels in cover over the next two years. With domestic demand 2022. However, slower growth now expected in 2022 and imports muted, overall, the current account surplus may mean that poverty rates will still remain above pre- is expected to remain strong. pandemic levels until 2023. Poverty trends under the new official poverty line (defined as 44.2 percent of the The budget is expected to return to surplus next year, per capita money income in 2019, that is 11,653 rubles but fiscal policy should remain responsive to the path per person per month) show a similar seasonal pattern of COVID-19. The government is already well on course than in previous years for the first two quarters of 2021, to return the federal budget to a 0.5 percent primary but it is difficult to assess how this new measure will deficit at the benchmark oil price (as the fiscal rule stipu- evolve in the coming months, given the emergence of a lates). With price growth moderating for non-oil com- serious, new wave of COVID-19 and less social support modities and some one-off revenue sources disappear- in place than during previous waves, albeit with much ing, federal budget non-oil/gas revenues are expected stronger labor markets. This combination of factors – un- to decrease somewhat. As in 2021, the government is seen in previous years – makes projecting poverty rates expected to continue to make use of extended or rein- especially unreliable. The rebound of economic growth troduced support measures if called for by a worsening may lead to stable or even lower poverty rate in 2021, COVID-19 situation. Notwithstanding the need for sig- but this downward trend may be unsustainable in 2022. nificant scale up in COVID-19 support, the overall gen- eral government budget is expected to return to surplus. Risks to the outlook for Russia are evenly balanced. The baseline forecasts assume that Russia’s vaccination pro- Poverty, though projected to decline, will be sensitive gram will continue to progress at a similar rate in 2022 to the severity of COVID-19 and related restrictions in as it has done in 2021, which would leave the majority 2022. The latest World Bank poverty outlook26 projects of the population unvaccinated for most of the year. As 26 See https://www.worldbank.org/en/publication/macro-poverty- outlook Russia Economic Report| № 46. December 2021 53 Outlook a result, ongoing and periodic COVID-19 control mea- Russia continues to face structural constraints to higher sures are expected to be needed, weighing on growth. growth. Notwithstanding this year’s recovery from the Should the authorities be successful in rolling out vac- pandemic recession, Russia continues to face relatively cinations at scale more rapidly, this may present a posi- low potential growth which, unless addressed, will im- tive surprise to forecast. On the other hand, the baseline pede the ability of the county to achieve high-level de- assumes a continuation of the current monetary policy velopment goals, raising incomes and living standards. stance will be broadly effective in limiting inflation pres- Success in this endeavor will involve strengthening sures. However, inflation has surprised many forecast- frameworks and market-based incentives for firms to ers this year, and should elevated inflation prove more compete, innovation and building value, both domesti- persistent than expected, and necessitate tighter mon- cally and through links to global value chains. Significant etary policy than presently envisaged, this could put structural changes call for flexibility in economic mar- downwards pressure on domestic demand and growth. kets, with labor, capital and firms being able to redeploy Energy and commodity prices, as ever, also present a efficiently to new sectors. There are several opportuni- risk to the outlook for Russia with considerable uncer- ties for public action here, including in reducing barriers tainty over the future energy demand linked to whether to competition, facilitating labor market adjustment, re- economic recovery will be sustained and the speed and ducing market transaction costs, co-creation of market- ambition of the green transition. directed innovation and ensuring clear and well-defined regulatory frameworks for markets and property rights. Commodity price risks. For crude oil, further shortages of coal or natural gas could increase demand for oil to Russia’s new low-carbon development strategy present meet energy needs. Conversely, renewed outbreaks of an opportunity to spur green growth. In a landmark on COVID-19 remain a key downside risk to the oil demand its journey of green transformation, the government re- outlook. For natural gas and coal, current low levels of leased a new low-carbon development strategy on Octo- inventories pose the risk of further price spikes, particu- ber 29, 2021 (see Box 10). This strategy sets out a much larly if the Northern Hemisphere winter is colder than more ambitious scenario of climate change mitigation. usual. Over the longer-term, low investment in new Gross emissions are targeted to fall by 35 percent com- fossil fuel production could lead to supply shortfalls in pared to their baseline level in 2050 and be 14 percent coming years unless investment in low-carbon fuels is lower than their level in 2019. Net of sequestration of sufficient to offset this. Additionally, changing weather forestry and other land use change, emissions are tar- patterns due to climate change is also likely to lead to geted to be 60 percent lower than their present levels greater volatility in energy prices, as weather can affect and 70 percent below their baseline by 2050 and on both energy demand (for cooling and heating due to ex- track for net carbon neutrality 10 years after that. But treme temperatures) and supply, due to drought- and the plan also sets in its sights raising growth at the same flood-driven disruptions. The outlook for metal prices time as greening the economy, targeting average growth depends heavily on production decisions by China, of at least 3 percent a year. This ambitious new plan sets which is the world’s largest consumer and producer of the challenge for a policy program that would support all refined base metals. In addition, higher energy prices significant structural change. Such a twin goal of growing may continue affecting the production of non-energy and greening will not be easy and will call for a simul- commodities such as metals and fertilizers. For agricul- taneous focus on addressing pre-existing economywide ture, the high price of fertilizers and diversion of food constraints to growth and competitiveness while limit- commodities to biofuels production in efforts to decar- ing the costs of the green transition and taking full ad- bonize global economy pose clear upside risks to prices. vantage of the opportunities it may afford. 54 Russia Economic Report | № 46. December 2021 Outlook Box 10 Strategy for socio-economic development of the Russian Federation with a low level of greenhouse gas emissions until 2050 In October 2021, President Putin announced that the country will set a target to reach carbon neutrality* by 2060. Shortly afterwards, the government issues the “Strategy for socio-economic development of the Russian Federation with a low level of greenhouse gas emissions until 2050,” or the low-carbon development strategy (LCDS), a plan to scale up Russia’s climate change mitigation efforts while maintaining socioeconomic development. The headline objective of the strategy is to reduce greenhouse gas emissions by 70 percent in 2030, compared to 1990 levels, and then reach net carbon neutrality by 2060, including increased absorptive capacity of forests and other ecosystems. Moreover, it is assumed that the implementation of the strategy will allow the Russian economy to achieve rates of economic growth higher than the world average (i.e., at least 3 percent). The strategy presents two scenarios: the “inertial“ scenario, based on meeting pre-existing commitments, and the target (intensive) scenario, which is designed to meet the 2060 carbon neutrality target. For each, the strategy sets out implementation details, including planned technological changes, measures to reduce the energy intensity of the Russian economy, ensure and increase absorptive capacity, as well as structural shifts in the economy. The inertial scenario is based on the preservation of the current economic model, and structures of energy production and consumption. It includes the renewal of fixed assets, including the replacement and modernization of outdated equipment and the gradual decommissioning and replacement of housing stock. But the inertial scenario depicts only a slow decrease in the energy intensity of the Russian economy over time, and strategy suggests that the implementation of this scenario will lead to a slowdown in economic growth. The average annual GDP growth rate in 2031-2050 will be 1.5 percent, and by the end of the forecast horizon, it will drop to about 1 percent. In this scenario, net greenhouse gas emissions increase by 8 percent by 2030 and 25 percent by 2050. The target scenario, which the strategy focuses on, is predicated on maintaining the competitiveness and growth of Russia in the context of a global energy transition. According to the strategy, implementation of the target scenario will entail support in the implementation, replication and scaling of low- and carbon-free technologies, stimulation of the use of secondary energy resources, and changes in tax, customs and budget policies. Also planned is the development of green finance, measures to preserve and increase the absorptive capacity of forests and other ecosystems, and support technologies for capturing and utilizing greenhouse gases (Table B10-1). However, successful implementation of the intensive scenario requires ambitious investment and market growth, including growth rates of non-energy exports (up to 4.4 percent annually); growth rates of investments in fixed assets (3.7 percent annually) and continued growth in real disposable income (2.5 percent annually). The target scenario estimated the require investments to reduce greenhouse gas emissions will amount to about 1 percent of GDP in 2022–2030, rising to 1.5 to 2 percent of GDP in 2031-2050.  Carbon neutrality” means that an entity’s emissions are fully offset by emission withdrawals and/or offsets. The difference between the * “ concept of “net zero” is that carbon offsets may be used based on emission reductions made by another entity. Russia’s plans do not at present indicate the use of offsets to achieve carbon neutrality, although emission withdrawals, especially from the forestry sector, play an important role. Table B10-1: Main measures for emissions reduction and their impact by 2050 in million tons of CO2 equivalent. Inertial Intensive scenario scenario Electricity Replacement of coal-fired generation, -217 Replacement of coal generation, -333 development of renewable sources increase in production due to low- of energy carbon and carbon-free generation Fugitive Reduction of fuel leaks by 60% -129 Reduction of fuel leaks by 88% -189 emissions Implementation Implementation of capture -278 of capture technologies technologies Housing and Decommissioning of worn-out -124 Energy efficiency classes A, A + -146 communal buildings in housing stock with for new buildings, improving the services replacement for more energy efficiency of heat and cooling systems efficient Russia Economic Report| № 46. December 2021 55 Outlook Inertial Intensive scenario scenario Metallurgy and Raising energy efficiency, introduction -30 Low emission BAT; metallurgy and -147 chemicals of BAT at the facilities of the 1st chemical industry: low-carbon hazard categories, systematic production using hydrogen modernization and replacement of obsolete equipment Transport Electrification of passenger cars -3 Electrification of the gas transmission -108 system, railway transport, cars, public and freight vehicles, development of charging infrastructure Gas pipeline Conversion of gas pipeline systems to -43 system electric turbines Waste Introduction of processing facilities -3 Separate collection and use of -23 management for municipal solid waste and waste waste, introduction of a system for disposal, disposal of facilities with the disposal of waste industrial. accumulated environmental harm equipment Agriculture Fertilizer system optimization, -14 precision farming Expanding Measures to combat forest fires, -665 carbon intensification of reforestation, sequestration refinement of estimates Total -460 -1946 Note: Effect taking into account an increase in emissions by 46 million tons of CO2 eq. (pipeline transport, railway transport and agriculture) Figure B10-1: Implementation of the target scenario Figure B10-2: Target scenario suggests that absorption will entail higher GDP growth after 2030 (Average GDP capacity of all ecosystems more than doubles by 2050 growth, percent) (Emissions of greenhouse gases in million tonnes CO2 equivalents) Source: Strategy for the socio-economic development of the Russian Source: Strategy for the socio-economic development of the Russian Federation with a low level of greenhouse gas emissions until 2050. Federation with a low level of greenhouse gas emissions until 2050. 56 Russia Economic Report | № 46. December 2021 Part III Russia’s green transition: Pathways, risks and robust policies Russia’s green transition: Pathways, risks and robust policies While much remains uncertain about the global green transition, with more countries announcing plans to become carbon neutral, the pace of change is likely to gain momentum. There are signs of concrete policy changes in some countries around the world. It is in this context that Russia has stated its ambitions to become carbon neutral by 2060. This chapter suggests that, in an uncertain and changing global environment, proactive domestic policy action on climate change is an effective and robust strategy for managing risks that might otherwise impose a more disorderly and costly transition on Russia. Global green transition can also offer an opportunity to transform the economy for the better and thereby create potential for higher and more diversified growth. For this opportunity to become reality, however, a major overhaul of policy incentives is needed to change entrenched investment decisions and behavior of firms and households. While carbon pricing is a central enabler, a successful green transition in Russia will call for a more proactive diversification of the assets of the country – including human capital, renewable natural capital and a shift from “brown” to “green” produced capital. Investing in softer assets, such as institutions, governance, innovation and entrepreneurship, will also be essential as part of broader reform agenda to enable the emergence of a more dynamic, competitive, and innovative private sector to take the leading role in creating an internationally competitive low-carbon Russian economy. The green transition is gaining momentum globally and Russia intends to be part of it A cross the world, environmental sustainability is moving from the periphery to the mainstream of the economic agenda27. Green transition here is under- environmental footprint of economies becoming an im- portant factor in international competitiveness in goods, services, and financial markets. Explicit carbon prices — stood here as transition to environmentally sustainable both carbon taxes and emissions trading systems (ETS) development, where economic growth does not deplete – are gradually increasing their coverage as well as their or degrade the natural basis for future growth and pros- level.29 The results of the COP26 in Glasgow showed that perity. The external economic policy environment is though the overall direction and timeline of travel to car- fundamentally changing as an increasingly large share bon neutrality is widely acknowledged, the decarboniza- of countries and major corporations around the world tion strategies of individual countries will differ mainly commit to ambitious climate-change goals and policy depending on their legacy dependence on fossil fuels. frameworks shifts to meet these goals. So far over 60 This section does not prescribe any specific pathway to countries, representing over 80 percent of the world carbon neutrality for Russia but provides an early analy- economy, have expressed aspirations to reach carbon sis of Russia’s own recently adopted low-carbon devel- neutrality in the coming decades.28 Almost 20 countries, opment strategy in the context of the emerging global including Canada, Japan, South Korea, the EU, New Zea- trends. land, and the UK, have enshrined their commitments into law. More than 40 other countries, including Rus- Uncertainty over the pathways and impacts of the sia and some of the world’s other major economies, green transition remains high. Major uncertainty exists such as Brazil, China, the US, India, South Africa, Turkey, around the future of fossil fuel markets and the barriers Kazakhstan, and Ukraine, have their carbon neutrality to international trade in emissions-intensive goods. Re- plans included in official policy and strategy documents. cent swings of energy prices are an illustration of this un- The global coverage and ambition of climate policies is certainty and the increased short-term volatility that is also advancing. Broadly, a range of green policies, with likely to accompany it. Green technologies, themselves the EU’s new Green Deal the most recent example, are beset with uncertainty, are disrupting markets, and in- beginning to reshape the economic landscape, with the vestors and financiers are demanding high environmen- tal, social, and governance performance from their cli- 27 T  his section draws on two new World Bank reports on Russia, ents, while consumers in several high-income markets “Energy Subsidies in Russia: Size, Impact, and Potential for Reform” are beginning to shift their preferences away from envi- and “Russia and Global Green Transition: Risks and Opportunities” (forthcoming) and was prepared by a team led by Grzegorz Peszko 29 S  ee https://carbonpricingdashboard.worldbank.org/ and https:// and Jevgenijs Steinbuks. icapcarbonaction.com/en/ets-prices 28 Energy and Climate Intelligence Unit 58 Russia Economic Report | № 46. December 2021 Russia’s green transition: Pathways, risks and robust policies Figure 3-1: Benchmarking Russia’s preparedness (exposure and resilience) to low-carbon transition HIGHEST TRANSITION RISK High Exposure Low Exposure lowest TRANSITION RISK High Resilience Low Resilience Source: World Bank. ronmentally harmful products. It is impossible to predict Compared to other large fossil-fuel exporters, Russia when and how the disruptive technologies, habits and is moderately well-prepared to manage the impacts of business models will reach tipping points beyond which the global low-carbon transition. According to an index the fossil fuels, carbon-intensive technologies will be- of preparedness of countries for low-carbon transition come rapidly obsolete. But when this happens, it may developed by the World Bank,31 Russia is less exposed to be too late to commence transition without systemic transition risks and more resilient to the risks than many disruption. other fossil-fuel exporters. (Figure 3-1). The resilience in- dex, which measures a country’s adaptability to external Russia’s recently adopted low-carbon development shocks is lower than, for example, in most GCC countries, strategy30 recognizes that the international context is but higher than in several less advanced and conflict- changing, and that Russian economy needs to adapt to affected oil and gas producers. Russia’s economy is more it. The strategy, released in October 2021, seeks to en- diversified than the latter group. Russia has more devel- sure sustainable economic growth in the face of changing oped infrastructure, manufacturing sectors and financial world demand for energy and carbon-intensive products system, and more skilled human capital, all of which will and by participating in the new green markets. The strat- be important to support its green transition. egy lays out a new and more ambitious target scenario, which enables a pathway towards net carbon neutral- Nonetheless, Russia’s GHG emissions (including LUCF) ity by 2060. The target, “intensive” low-carbon develop- per unit of economic output are high by world’s stan- ment scenario, aims to bring higher GDP growth, larger dards (Figure 3-3). Furthermore, unlike OECD and the investments and higher household disposable income other BRIC countries, Russia has made little progress in than the continuation of the business-as-usual model decoupling GHG emissions from economic growth since (presented in the “inertial” scenario), through techno- 2007 (Figure 3-2). logical modernization, faster diversification and deeper integration into the world economy. The strategy does 31  eszko et al. 2020. The index consists of four indicators of exposure P not provide full details about the policy instruments that and 11 indicators of resilience. Exposure indicators: (i) fossil-fuel could achieve these goals but, for instance, the “inten- exports as a percentage of GDP, (ii) expected fossil-fuel rents as sive” scenario, raises the prospect of reforming energy a percentage of GDP, (iii) future emissions from existing power taxes and various forms of carbon pricing. plants as a proportion of current annual power generation, and (iv) manufacturing exports. Resilience indicators include an index 30 T  he Russian Federation’s “Strategy for the socio-economic of relative position on the global fossil fuel supply curve, economic development of the Russian Federation with a low level of complexity, quality of infrastructure, technology adoption, human greenhouse gas emissions until 2050,” issued October 29, 2021. Box capital, financial market development, macro-fiscal performance, 10 in Chapter 2 provides more details on the strategy. institutional quality, etc. Russia Economic Report| № 46. December 2021 59 Russia’s green transition: Pathways, risks and robust policies Figure 3-2: Fossil fuel rents as a share of GDP and change over time Source: World Bank (WDI). Note: Share is average of last 3 years. Change is last 3 years over 3 year average a decade ago. Figure 3-3: Changes in carbon intensity of GDP, 2007-18 (including land-use change and forestry ) tCO2e/ million constant 2015 $ GDP and change in percent Source: CAIT, UNFCCC. Note: the chart presents two data points for Russia: based on CAIT and UNFCCC data sets. 60 Russia Economic Report | № 46. December 2021 Russia’s green transition: Pathways, risks and robust policies This section presents scenarios and options that can coming World Bank Climate Change and Development support Russia in adopting a risk management ap- Report (CCDR) for the Russian Federation. The CCDR proach to navigate uncertain waters of the green tran- will cover broader sectoral challenges and opportunities sition. It offers an initial analysis of the resiliency of the (including energy and green competitiveness across sec- authorities’ low carbon development goals to possible tors and products). It will analyze innovation and struc- external climate action and complements the LCDS by tural policies and discuss poverty and social aspects of estimating the level of policy ambition that would be transition. It will cover special themes such as the Arctic needed to achieve aspirational goals of the strategy. and adaptation in agriculture, as well as special oppor- While it identifies some options for operationalization tunities to develop a hydrogen economy, climate-action of the strategy, more detail will be presented in forth- minerals and a bio-economy based on forests. Cooperative climate action may be Russia’s most robust policy response: results from a scenario analysis T he World Bank has stress-tested the performance of the scenarios in Russia’s LCDS under alterna- tive assumption around global climate action. A set of cooperative climate action scenario (“carbon price glob- ally”) assumes a uniform global carbon price levied by both net fuel importers (NFIs) and fossil fuel dependent “what-if” scenarios, representing different cooperative countries (FFDCs) including Russia, to achieve a 2°C-con- and non-cooperative policy pathways to reach the goals sistent gross CO2 emissions by 2050.33,34 Two non-coop- of the Paris Agreement, explore uncertain but plausible erative climate mitigation scenarios are based on achiev- climate and trade policies by other countries and pos- ing the same global emission reduction but with emis- sible Russian policy responses. The latter are calibrated sion reduction actions by net fuel importers only. The to be consistent with emission outcomes (though not “carbon price in NFIs” scenario assumes that NFIs apply necessarily policy assumptions) of the “inertial” and “in- domestic carbon policies without measures to protect tensive” scenarios set out in Russia’s LCDS (Table 3 1). against emissions leakage, while the “carbon price and All scenarios are stylized possible future policy pathways BCAT by NFIs” scenario assumes that NFIs complement and this exercise does not reflect any judgment about carbon pricing with border carbon adjustment taxes which scenario is more or less likely. Running scenarios (BCAT)35 on imports from fossil fuel-dependent coun- in this way reveals strengths and risks of alternative de- tries, including Russia, based on the carbon content of cisions under uncertainty about what other countries imports. See Table 3-1 for a summary of these scenarios. will do. It identifies robust strategic and tactical policy choices and informs about political economy and social challenges that will need to be addressed to achieved aspirational goals of the LCDS. The scenarios were sim- ulated using a global dynamic recursive dynamic CGE 33 Rogelj et al., 2018. model, ENVISAGE, with an integrated endogenous oil, 34  An additional cooperative scenario with 1.5°-consistent cumulative gas and coal extraction module. For simulation purposes, gross CO2 emissions was run as sensitivity analysis. This scenario countries are grouped into two stylized and hypothetical applied a globally uniform carbon price that increases up to US$256/ tCO2 by 2050, achieving global cumulative global gross CO2 emissions climate clubs: net fuel importers (NFIs) and fossil fuel- of 777 Gt CO2 in the period 2018-2050, in line with a range of IPCC dependent countries (FFDCs). NFIs include high-income scenarios consistent with 1.5° goal. Such a strict carbon budget could OECD countries as well as middle-income countries like not be achieved in the unilateral policy scenarios. Therefore, this scenario is it not shown in most figures below. Please see “Russia China and India.32 and Global Green Transition: Risks and Opportunities”, World Bank, forthcoming for more details. Scenarios cover both global cooperation and non-coop- 35 BCAT simulated here is a hypothetical but plausible and WTO-  erative climate policy pathways – the latter with and consistent border carbon adjustment tax which has the same without border carbon adjustment taxes (BCAT). The economic logic as the EU’s CBAM, but the design details differ. Like EU CBAM, BCAT is directed at the prevention of carbon leakage, but 32 S  ee van der Mensbrugghe, 2019, Makarov et al. (2021), Peszko, van its coverage in terms of countries, sectors and emissions scopes der Mensbrugghe, Golub (2020) and Peszko et al. (2021) for more is much broader. BCAT is imposed by all NFIs in the form of tax on details of the modelling. The resource depletion model is calibrated region- and commodity-specific carbon content of imports from all to the Rystad U-Cube extractive model. non-cooperating fossil-fuel dependent countries. Russia Economic Report| № 46. December 2021 61 Russia’s green transition: Pathways, risks and robust policies Table 3-1: Scenario structure Russian LCDS scenario Corresponding World Bank Assumed climate policies Trade policies scenarios Reference with only unconditional Reference (NDC) No border carbon adjustment levied NDCs * by NFIs Carbon price in NFIs Inertial (BaU) scenario Unilateral carbon taxes in NFIs only Border carbon adjustment taxes levied Carbon price and BCAT by NFIs by NFIs on carbon content of imports from FFDCs Global cooperative carbon taxes No border carbon adjustment levied Intensive (target) scenario Carbon price globally including Russia by NFIs Source: Peszko et al. (2021). Note: Unconditional Nationally Determined Contributions (NDCs) mean that country will implement its goals without any conditions, entirely based on own resources and capabilities. *Nationally Determined Commitments which are ‘unconditional’ – i.e., they are commitments that are not depending on policy frameworks or support from other countries. More ambitious climate policies will be needed to The World Bank also estimated what carbon prices achieve even the modest reductions of gross GHG would be needed to achieve aspirational objectives emissions envisaged in the Government strategy. In the of the LCDS. Such a carbon price equates to the one World Bank non-cooperative policy scenarios presented that would be applied in the “cooperative” scenario. here, Russia and other fossil-fuel dependent countries The carbon price required to induce the planned gross (FFDCs) are assumed to continue business-as-usual poli- GHG emissions reduction, covering all energy-related cies without carbon pricing. This roughly corresponds CO2 emissions in the economy, starts at US$44/tCO2 in to assumptions used by the Russian Government in the 2025, increasing to US$130/tCO2 by 2050 (Figure 3-4, LCDS “inertial” scenario. The World Bank analysis shows left panel). It should also be noted that the reduction of however, that if NFIs implemented ambitious unilateral gross GHG emissions is only by 14 percent by 2050 rela- climate action, Russia’s gross domestic CO2 emissions in tive to the current level, with the majority of net emis- the “Inertial” scenario would be significantly higher than sions reduction in the LCDS expected to be achieved in the Government LCDS (Figure 3-4, right panel). through biological sequestration by forests. Figure 3-4: Carbon prices and emission trajectories under different climate policy scenairos Carbon prices $/tCO2 62 Russia Economic Report | № 46. December 2021 Russia’s green transition: Pathways, risks and robust policies CO2 emission trajectories CO2 Source: Makarov et al 2021, based on data from Peszko et al. (2021). Note: The presented carbon price applies to the group of countries to which carbon policy is applied to – the CAC in all scenarios, FFDCs where there is global action and applied to their exports in the BCAT scenario. Table 3-2: Summary of GDP and welfare impacts compared to baseline by 2050 in different scenarios Cooperation scenario Possible outcomes Welfare GDP Cooperative (Russia implements -4.9% -3.8% carbon price) Non-cooperative (Russia doesn’t No BCAT / BCAT -3% / -9.2% -0.9% / -4.6% implement carbon price) Notes: Changes in welfare are measured using Hicksian equivalent variation measure. The outcomes of Russian domestic climate-policy sce- as it builds on familiar value chains, skills, capabilities narios can be significantly altered by the simultane- and business models for Russia. However, this policy ous policy actions of its main trading partners. There path leaves Russia exposed should other countries apply is not one expected outcome of any single strategic BCAT measures. While the probability and timings of a policy decision. Each depends on what other countries broad coalition of countries applying BCAT is impossible will do. For example, the continuation of the current, to determine, if it is implemented, it could result in the “brown” growth model by Russia (consistent with the worst outcome for Russia’s growth and the welfare of its LCDS “Inertial” scenario) might leave Russia better off citizens, especially over time. in one state of the world, but not if major fossil fuel im- porters apply BCAT against non-cooperating countries. Table 3-2 and Figure 3-5 summarize model-based esti- The model illustrates that under some unique external mates for these different outcomes. The EU has already conditions, it is possible that Russia may be better off announced plans to implement a CBAM — a much by not taking ambitious domestic climate action, al- more modest version of BCAT simulated here (Box 11). though this is based on strong assumptions that might A large coalition of countries applying BCAT with bigger not hold in practice.36 This scenario may be tempting, market power would have more significant effects on Russia, because the possibility of redirecting exports to 36 W  hen major fuel-importing economies (NFIs) apply a high unilateral different markets would be reduced. carbon price in the non-cooperative scenario, global demand for fossil fuels declines, lowering Russia’s export revenues from energy commodities. This depreciates the value of the ruble, boosting A domestic cooperative climate action in Russia is the competitiveness of exports of refined and manufactured therefore a more robust strategy. The cooperation strat- products of fuel-intensive industries, strengthening Russia’s pre- egy may come with slightly higher costs should a BCAT existing comparative advantage. Furthermore, a decline of global never be introduced, but it would be far preferable than fuel demand dampens producer prices, and hence lowers the opportunity costs of using these fuels at home. a non-cooperative scenario with BCAT. Figure 3-5 sum- Russia Economic Report| № 43. July 2020 63 Russia’s green transition: Pathways, risks and robust policies Figure 3-5: Changes in GDP and welfare Change in GDP from BaU (NDC) Change in welfare from BaU (NDC) Source: Makarov et al 2021, based on data from Peszko et al. (2021). marizes the stylized results of different possible scenar- There are other external risks, not simulated in these ios. Cooperative domestic carbon pricing may increase scenarios, that climate cooperation would also mitigate. production costs in the large carbon-intensive part of This includes some risks mentioned in the Government the economy, compared to scenarios in which polluters LCDS, such as increased international economic and po- do not pay for the environmental damage they cause. It litical isolation and disconnection from access to modern is the more robust strategy however, because it hedges technology and finance. Scenarios presented so far also a risk of BCAT. In contrast, non-cooperative scenarios do not capture innovation and growth opportunities that minimize GDP losses but increase exposure to external are associated with modern climate policies and not with shocks such as BCAT. business-as-usual (“inertial”) scenario. This will be ex- plored in the discussion on asset diversification below. Box 11 The case of the EU’s planned Carbon Border Adjustment Mechanism The European Union has announced a new Carbon Border Adjustment Mechanism (CBAM). The EU is Russia’s largest trading partner and accounts for almost 41 percent of Russia´s exports, despite the fact that the share of trade between Russia and the EU in total Russian external trade has declined by 13 percentage points from 54 percent in 2013 (Figure B11-1). Therefore, the introduction of a CBAM is an important development for Russia. The CBAM was announced as part of a Figure B11-1: The EU is the largest Russia’s trading larger package of climate-policy instruments aimed at accelerating partner, although the share of Russian export to the EU has declined since 2013 emissions-reduction efforts. The EU CBAM is to be introduced to protect domestic energy-intensive and trade-exposed (EITE) firms participating in the EU Emissions Trading System (ETS) from competition by importers of similar products from jurisdictions that do not make polluters pay. The CBAM seeks to replace the existing mechanism of addressing the risk of carbon leakage through allocating emissions allowances free of charge to the emissions-intensive and trade-exposed (EITE) sectors and products. It is not the first CBAM instrument that exists. California’s 10-year-old emissions trading system has already required carbon border adjustments for imports of electricity from other states and Mexico that do not have a carbon-trading framework linked to California’s ETS.a Going forward, the EU is likely to expand the Source: Customs RF, Haver Analytics. CBAM to cover more sectors and more products after 2030.b 64 Russia Economic Report | № 43. July 2020 Russia’s green transition: Pathways, risks and robust policies The EU CBAM was designed to have a targeted and limited impact. It covers imports of relatively few products from only five EITE sectors covered by the EU ETS, such as electricity, cement, fertilizers, steel and aluminum. It applies only to direct emissions from production processes, and not emissions associated with indirect inputs to production, such as electricity and heat. Recent World Bank simulations have assessed the implications of EU CBAM on Russia’s economy using the computable general equilibrium (CGE) model ENVISAGE. The analysis is based on scenarios that approximate the design of the EU CBAM announced in July 2021, and possible future expansions of its scope. The results are compared to a base-case scenario that does not include CBAM but does include the impact of EU Green Deal policies. The model estimates how the Russian economy would respond to external shocks such as EU CBAM, and how this would interact with possible domestic policy responses. Results show that the EU CBAM reduces Russia’s exports to the EU, partly offset by increased exports to other countries. Compared to the reference scenario, the introduction of CBAM (Scope 1 emissions only) would result in an average loss of 2.8 percent of Russia’s real exports to the EU in 2030-2035. If Scope 2 emissions are covered by the CBAM, the loss will account for 7.1 percent, with the largest reductions in chemical products (above 60 percent in 2030-2035), mineral products (30-40 percent), electricity (nearly 30 percent), ferrous metals, and petroleum and coal products (each around 20 percent). On the other hand, exports of services, non energy-intensive goods and oil to the EU would increase. The loss of exports to the EU would be partly compensated by a rise in exports to other regions. Taking these effects together, the loss of exports by 2035 would be equal to only 0.4 percent, if the EU CBAM covers scope 1, and 1.2 percent if scope 2 is also included. While the introduction of EU CBAM has significant implications for the selected sectors of the Russian economy and individual companies, in the current form it has limited impact at the macroeconomic level even if Russia does not implement equivalent domestic carbon pricing. The economy-wide macroeconomic effect is estimated to be negligible. GDP by 2035 GDP would be only 0.06 percent lower than in the reference scenario if only scope 1 emissions are covered, and an 0.12 percent lower if both scope 1 and scope 2 emissions are covered. Even under a further scenario whereby the U.S. joins the EU in introducing a CBAM, Russia’s losses will only marginally expand. The EU CBAM is more impactful in encouraging cooperative carbon pricing in other countries than in causing economic harm at this stage. It will apply only after 2025 and then will be phased gradually until 2035. This transition period is to allow for operators (importers and exporting firms) to adjust and become familiar with the new administrative requirements without any financial impacts, and to allow Competent Authorities in both exporting countries and EU member states to gain operational experience. Only from 2026, EU importers of these goods will be required to start buying carbon certificates corresponding to the carbon price that would have been paid, had the goods been produced in the EU under the EU ETS. After 2026, the costs of these certificates will only gradually approach full EU ETS price over 10 years, as free allowances in the EU are gradually phased out by 10 percent a year. So the full impact of the EU CBAM would be experienced by importers only after 2035. The affected Russian exporters will therefore have time and many options to adjust even without the intervention by the Russian Government. 1. Reduce the selling price to EU importers, who will have to buy carbon certificates for emissions that are above the EU benchmark in the absence of credible MRV that would prove that actual emissions intensity is lower. 2. Install credible monitoring, reporting and verification systems (MRVs) to prove that actual emissions are below EU benchmark. 3. Modernize production processed and reduce emissions intensity to EU benchmarks. 4. Redirect exports of affected products to domestic consumers or to other external markets 5. Shift exports by exporting products from cleaner plants to the EU and selling more carbon-intensive products elsewhere (so called “resource shuffling”) The impacts of domestic carbon prices differ depending on how revenues are used. Recycling revenues of carbon prices for investments boosts GDP to 5 percent above the scenario with EU CBAM and without Russian carbon pricing, but at the expense of lower household consumption. Export growth is also stronger with carbon pricing revenue use for investments. a (CARB (2011), §95852(b) https://perma.cc/TK6X-MWJ7) b As publicly stated by the EU Commission’s Director General for Taxation and Customs Union. Russia Economic Report| № 43. July 2020 65 Russia’s green transition: Pathways, risks and robust policies Figure 3-6: Change in the value of Russian fossil fuel assets w.r.t. BaU, Billions, 2018 US$ Source: Makarov et al. 2021, based on Peszko et al. 2021 Note: The value of assets was calculated as NPV of resource rents created over the lifetime of individual deposits in the 2018-2050 period @4% discount rate in 2018 US$. The high carbon price scenario is a sensitivity scenario where globally uniform cooperative carbon prices increase to US$388/tCO2 in 2050, reducing cumulative global gross CO2 emissions from energy use to 777Gt, which is consistent with the 1.5C scenarios. Green transition in the rest of the world may also in- scenario, Russia’s export revenues and resource rents duce a long-term devaluation of value of fossil-fuel as- from crude oil and refined petroleum are consistently sets.37 High cooperative carbon prices consistent with higher than in both non-cooperative scenarios in which 1.5 degree IPCC scenarios represent the worst-case sce- the high carbon prices foreign fuel importers implement nario for the Russia’s fossil fuel wealth, which can drop dampen global demand for oil and accelerate transi- by US$400 billion (in 2018 US$) below the baseline in tion away from internal combustion engines, especially the 2018-2050 period (Figure 3-6). This is mainly a result in transport. This decreases Russian oil export revenue from the sharp reduction in the value of natural gas as- more than in cooperative scenarios, where overseas sets.38 The value of the oil assets is the least impacted in consumers face a more gradual increase in fuel prices. percentage terms, as a significant share of the transpor- In contrast, Russia’s coal and gas rents and export rev- tation sector, still relies on petroleum. Coal loses up to enues are higher in non-cooperative scenario, especially 37 percent of its asset value. The reduction in resource without BCAT. Gas exports are higher in non-cooperative rents is also associated with the loss of export revenue, scenarios also because more ambitious climate policies which in percentage terms is particularly large for coal abroad accelerate the phase-out of coal in NFIs, and nat- and natural gas. ural gas serves as a transition fuel . Russian natural gas is also relatively cost-competitive globally, and hence even The cooperative scenario is likely to lead to less loss if global demand falls39 Russian exporters benefit from of Russian oil wealth but more of coal and gas. Glob- higher export prices (even after BCAT) as some more ally cooperative carbon pricing in Russia may be in the costly competitors shut down their operations, creating strategic interest of the Russian oil companies. In this temporary supply crunches and price spikes. 37 A  sset value is measured here as the discounted value of the future 39 Makarow et al. 2021 resource rents over the lifetime of producing and proven reserves with high probability of being extracted. See World Bank 2021. 38 The model does not account for the use of natural gas assets in  developing a hydrogen sector. 66 Russia Economic Report | № 43. July 2020 Russia’s green transition: Pathways, risks and robust policies What domestic policy action is needed to achieve the government’s low-carbon vision? A successful shift away from fossil fuel-intense activity Energy taxation and carbon pricing will support Russia’s development goals. Since 2014, Russia’s economic growth has stagnated at very low lev- Policy incentives will be needed to attract investors into els, and low potential growth is projected to maintain modern, low-carbon assets and prevent further accu- the slow pace of increase in real incomes.40 An overarch- mulation of emissions-intensive assets. Fiscal policy will ing challenge is to sustainably raise growth and make it be central to correct often distorted prices for energy to more resilient to external shocks. There are various fac- ensure that they convey incentives to reduce carbon tors that combine to limit potential growth, and as the emissions and air and water pollution and enhance the preceding analysis shows, the reliance on carbon-inten- sustainable use of natural resources. The greening of the sive economic activity is a major risk and vulnerability fiscal strategy can be combined with lowering the fiscal to plausible scenarios of future global developments. A burden on labor and profits. This opens the opportunity green transition offers an opportunity to develop growth for green fiscal reforms by gradually shifting the tax base drivers, such as innovative activities, knowledge-based from economic goods, like income, to economic “bads”, services and lower-carbon manufacturing that will be like pollution and wasteful use of resources. more resilient to global changes in fossil fuel demand Putting a price on carbon is the bedrock for the broader and use. But opportunity becomes reality on the ground range of climate policy instruments. Carbon pricing can only with right incentives for economic agents. A broad take a number of forms – usually as a tax or a tradeable set of policies needs to be called for in Russia to enable permit system. Making polluters pay for the prevention a green transition. This section focuses on one espe- of costs they impose on society is in fact addressing a cially central policy area of fiscal policy that is related to market failure rather than creating a distortion. While carbon pricing and energy subsidies. The World Bank’s the goal of such a policy is to reduce emissions – thus forthcoming Russia Climate Change and Development eroding the base of tax or permit payments – in the tran- Report will explore the broader set of critical policy en- sition period, this policy also produces fiscal resources ablers and opportunities arising from a green transition that can be used to accelerate the transition and/or ex- in Russia. tend protection to those that may otherwise lose out. While the Russian Government is aiming for carbon While carbon pricing always needs to go together with neutrality by 2060, it is yet to establish key policy an array of other policies, it can be seen as a horizontal frameworks and identify specific investments that will foundation for coherent incentives to shift the direction spur firms and consumers to engage in low-carbon eco- of economic development to more sustainable and resil- nomic opportunities. Russia’s low carbon development ient pathways in a market economy. strategy makes clear that Russia will require significant Energy, transport and industry would be the most im- investment, both public and private and foreign and portant sectors to reach with a carbon price. Energy, domestic, to raise its growth potential and decarbonize transport and major industrial plants are some of the the economy. While the vision for such a shift has been most common sectors to have carbon pricing applied set out, the specific policy mechanisms are not yet clear, either via a carbon tax, tradeable permits or a combina- and these will be critical to supporting an effective tran- tion of both. Including these emissions in carbon pricing sition. At present, demand for green investments is la- would cover 79 percent of emissions in Russia. Explicit tent rather than effective, with policy and institutional carbon pricing is more difficult to apply to fugitive and incentives that still favor “brown” rather than “green” process emissions, which are disproportionally large in activities. Russia’s energy, transport and industrial infrastructure. The use of carbon pricing in agriculture and waste is more challenging, and comprehensive policy packages 40  ecent estimates of potential growth from the World Bank and R would need to be designed carefully, while the issue of several other economic forecasters agree that potential growth of real GDP in the medium-term is around, or below, two percent per the fuel use by the household sector is covered by the year. following section. Russia Economic Report| № 46. December 2021 67 Russia’s green transition: Pathways, risks and robust policies An emissions trading scheme (ETS) can cover major A carbon tax involves lower transaction costs for govern- emitters in energy and industry. Cap-and-trade sys- ment administration than an ETS. Taxes also offer more tems involve putting a joint limit on multiple polluting predictable costs to firms and revenue to government, installations (a cap), and further dividing it into plant-by- but more uncertainty about emissions outcomes and plant emission allowances. Allowances are often initially are less countercyclical. Shift tax incidence from other transferred to operators of polluting installations free of taxes, such as income, to emissions generates incentives charge, especially for emissions that are lower than the for energy efficiency and clean technology innovation, benchmark of the best available technologies in indus- and it helps to facilitate transformation to a modern, try. Eventually, most ETSs aim to auction all initial allow- complex, resource-efficient and competitive economy. ances41. Once distributed, emission allowances can be sold by firms who have more of them than needed to Reforming subsidies for consumers of fossil fuels cover actual emissions (for example, because they im- Russia provides significant energy subsidies to both prove their emission efficiency or face a drop in output) industrial and residential consumers. The International to firms that do not have enough allowances. Through Energy Agency (IEA) ranks Russia 19th among 41 coun- such decentralized trading, firms are expected to col- tries in terms of fossil-fuel subsidies as a share of GDP, lectively reduce emissions below the cap in a way that and 4th in terms of the absolute value of subsidies (after is most flexible and least costly to the whole industry. Iran, China, and Saudi Arabia). As in many other fossil An ETS, if adequately enforced, can offer greater cer- fuel-exporting economies, Russia has been reluctant to tainty than emission taxes that the targeted emission cut energy subsidies because of the multiple policy ob- reduction will be met. But the carbon price, a costs to jectives they serve and the potential negative impacts of firms, is less certain because allowance prices fluctu- their removal on households and firms. ate with markets. ETSs are intended to countercyclically adjust prices to economic cycles, lowering them during Russia’s uneven economic performance has been a economic slowdowns when demand for emitting activi- factor in the government’s approach to energy subsi- ties goes down, and increasing prices when demand for dies. Concerns about economic growth feature widely emissions goes up, such as during economic booms. Sev- in Russia’s political discourse on reforming energy subsi- eral instruments, such as banking, future contracts and dies, prompting an approach that has favored a slower derivatives, are being developed by financial markets increase in regulated energy prices. The economic boom to hedge the risk of price volatility. ETSs are not easy to of the 2000s was accompanied by bold reform mea- extend to small emitters because of transaction costs. sures to reorganize the electricity and gas markets. Ma- To function efficiently, ETSs require many market partici- jor steps to raise domestic gas prices were also taken pants with similar market power and strong regulation during this period. By contrast, weak economic growth of competition. since 2013 has coincided with a cautious approach to further changes in the gas and electricity markets. Fur- Emissions-based energy taxes and carbon taxes are an- thermore, economic growth has impacted domestic en- other way to implement carbon pricing. Energy excise ergy demand, indirectly affecting the government’s plan taxes are very low in Russia by international benchmarks for subsidy reform. It is common for energy-exporting (Figure 3-7). Not only can their rates be increased to en- countries to prioritize energy-subsidy reform when ris- courage energy efficiency, but their base can also be de- ing domestic demand raises concerns over future energy linked from physical quantities (liters, tons) and linked export revenues and the growing fiscal costs of energy more to the energy content and embedded emissions subsidies. of GHG and local pollutants. Several countries already levy excise taxes on polluting transport fuels based on Russia remains an upper-middle-income country their average emissions intensity, and also levy them where a rise in energy prices constitutes a consider- on other energy products, such as gas and other fossil able affordability challenge. With a per capita income fuels supplied to homes and businesses. Carbon taxes of US$11,584 in 2019, about a third of the average level can also be implemented on a similar base as ETS allow- for the European Union, household budgets are more ances, that is on actual, verified or estimated emissions. sensitive to increases in energy prices. Russian policy- 41  or instance, the EU ETS, in operation for 15 years, still offers free F makers recognize affordability as a major constraint that allowances to cover most emissions of emission-intensive and trade- has contributed to their cautious approach to subsidy re- exposed sectors. Free allocation in the EU ETS is expected to be form. Focus-group discussions conducted by the World phased out gradually between 2026 and 2030, over the same period Bank confirmed that respondents tend to view the cur- that the carbon border adjustment mechanism is introduced. 68 Russia Economic Report | № 46. December 2021 Russia’s green transition: Pathways, risks and robust policies Figure 3-7: Effective taxes on road and non-road emissions in OECD and other countries Israel Switzerland Switzerland Denmark United Kingdom Norway Netherlands Netherlands Italy Finland Iceland Italy Finland Lithuania Greece France France Sweden Norway Slovenia Belgium Iceland Germany Austria Sweden Greece Estonia Latvia Ireland United Kingdom Denmark Portugal Portugal Korea Slovenia Ireland Slovak Republic Argentina Czech Republic Israel Korea Slovak Republic Austria Germany Japan Estonia Spain Japan Latvia Turkey Hungary Hungary South Africa Spain Luxembourg Colombia Lithuania India Poland Poland Turkey Canada New Zealand Luxembourg Australia Chile Chile Belgium Mexico South Africa India Australia Canada Czech Republic China China Argentina Russia Colombia United States United States Mexico Russia New Zealand Indonesia Brazil Brazil Indonesia 0 30 60 90 120 150 180 210 240 270 300 0 10 20 30 40 50 EUR per tonne of CO2 EUR per tonne of CO2 Average explicit carbon tax Average fuel excise tax Low-end carbon benchmark (EUR 30/tCO2) Source: OECD. rent tariffs as high and unfair. Given the relatively low value of consumer energy subsidies. The methodology income of Russian citizens compared to those elsewhere used to estimate consumer energy subsidies employs in Europe, and that Russia is a large fossil fuel producer, the price-gap approach (i.e., assessing the difference be- focus group respondents have difficulty accepting that tween the observed and the ‘competitive market’ price energy is underpriced in Russia. Thus, a modest increase for an energy commodity) and focuses on consumer in energy prices would translate into significant dis- subsidies in natural gas, electricity, and oil products. Ac- content directed at the government. Access to “cheap cording to this analysis, the size of consumer energy sub- energy” appears to be a widely shared goal among the sidies in 2019 were as follows: public. 1. Direct subsidies for natural gas were estimated at US$11.3 billion, or 0.7 percent of GDP, of which US$3.7 Total consumer energy subsidies are sizeable and esti- billion, or 0.2 percent of GDP, was allocated to electricity mated to be around 1.4 percent of the country’s GDP production. in 2019. A new World Bank analysis42 has estimated the 42 “Energy Subsidies in Russia: Size, Impact, and Potential for Reform”,  Sanghi and Steinbuks (2021). Russia Economic Report| № 46. December 2021 69 Russia’s green transition: Pathways, risks and robust policies 2. Cross-subsidies in electricity and natural gas amounted reallocated back to the regions through government to a further US$6.2 billion, or 0.32 percent of GDP, transfers, in proportion with the government respectively. revenues received. 3. Subsidies in petroleum products, stemming from the Regional-support scenario: Same as the base case, • reverse excise tax, amounted to US$6.6 billion, or 0.4 percent of GDP. but the subsidy expenditures saved are transferred to the three economically weaker regions: the Russian regions benefit differently from consumer en- Volga-Vyatka, the North Caucasus, and the Central ergy subsidies. The West Siberian and the Urals regions regions. are estimated to gain the most from natural gas subsi- • Investment-support scenario: Abolishing energy dies (Figure 3-8). The Urals, the North Caucasus, and subsidies for energy-consuming industries may the West Siberian regions receive the largest amount reduce their economic efficiency and adversely of electricity subsidies, jointly accounting for almost affect their competitiveness in world markets. Same 38.6 percent of the total amount of cross-subsidization as the base case, but this scenario simultaneously (Figure 3-9). Figure 3-8: Natural gas consumer subsidies across Russian Figure 3-9: Electricity consumer cross-subsidies by Russian regions regions Source: World Bank estimates. Source: World Bank estimates. A macroeconomic analysis has estimated the national compensates energy-consuming industries for the and regional implications of consumer energy subsidy loss of subsidies. Government transfers are allocated consolidation. Analysis of the impact of removing en- to these sectors to ensure that investments in them ergy subsidies was conducted using both a computable do not fall, while investments in other sectors may general equilibrium model and a welfare analysis based on microeconomic survey data, including detailed cover- be allowed to rise or fall organically. age across the 13 regions of the Russian Federation.43 Removing consumer energy subsidies is estimated Three scenarios were designed to estimate the impact of to boost the GDP and to benefit regional economies. subsidy eliminations on various attributes such as GDP, Based on the CGE modeling analysis, a reasonably posi- employment, investment, output, trade, market prices, tive outlook for Russia emerges in the base case scenario and consumption: (Figure 3-10), which may further be improved by com- pensating the poorer regions more (as in the regional • Base-case scenario: All subsidies are eliminated support scenario) or compensating sectors adversely af- on industrial and private household consumption. fected by the reform (as in the investment support sce- This results in positive allocative efficiency gains nario). In the base case, when subsidies are eliminated, 43 C  entral, Central Black, East Siberia, Kaliningrad, Moscow, Northern Russia’s GDP could increase by 0.52 percent, private Russia, North Caucasus, Northwestern, Volga, Ural, Volga-Vyatka, consumption by 0.50 percent, government expenditure and West Siberia. 70 Russia Economic Report | № 46. December 2021 Russia’s green transition: Pathways, risks and robust policies Figure 3-10: Regional economies would benefit from the removal of energy subsidies Kaliningrad Percentage Change in GDP N Western Central Northern Moscow С Black V Vyatka Far Eastern Volga West Siberian East Siberian Ural Caucasus Kaliningrad Percentage Change in Investment N Western Central Northern Moscow С Black V Vyatka Far Eastern Volga West Siberiaan East Siberian Ural North Caucasus Note: Base case scenario results. Source: Rosstat, World Bank staff calculations. by 0.54 percent, and exports by 0.43 percent. Gross re- other non-energy sectors. This increases allocative gional product (GRP) increases in all regions. In the re- efficiency while boosting the economy. gional support scenario, there is a sharp increase in the While subsidy elimination leads to a decline in the • GRP of the three poorest regions: the Volga Vyatka (2.61 output and consumption of certain energy sectors, percent), the North Caucasus (2.72 percent), and the others do not experience a similar decline. They may Central region (0.69 percent), whereas the increase in even gain due to inter-fuel substitution. Because the GRP of other regions is lower than in the base case. electricity and gas have cross-subsidies, there could Investment in all regions declines in the first two sce- be an increase in industrial consumption if the narios but increases in the investment support scenario, amount of cross-subsidy elimination exceeds the in which energy-intensive sectors are compensated for effect of direct subsidy removal. subsidy withdrawal. Eliminating energy subsidies would also yield climate In general, the economic gains resulting from eliminat- benefits with carbon emissions declining by 0.43 to ing subsidies stem from the following factors: 0.75 percent. Phasing out subsidies on consumer energy products would reduce energy demand in carbon-inten- The savings available from subsidy elimination offer • sive sectors of the economy and boost economic activ- more fiscal space to the government and pave the ity at both national and regional levels. More economic way to increased spending on other productive activity, however, leads to higher emissions through the sectors of the economy. “rebound effect.” In this case, though, the net effect is Because subsidies are eliminated, the energy • estimated to be a reduction in emissions, indicating a sector uses fewer distorted resources allocated to combined gain in economic activity and lower emissions. Russia Economic Report| № 46. December 2021 71 Russia’s green transition: Pathways, risks and robust policies Welfare losses from the removal of energy subsidies uses, such as promoting energy efficiency or supporting can be fully compensated for. A welfare analysis based long-term economic and environmental benefits. Alter- on the 2019 Russian Household Survey and administra- native compensatory policies could also be designed to tive data yields a more recent estimate of the social im- strengthen the social safety net, depending on the goals pacts of potential subsidy reforms than previous analy- and instruments deployed. Alternatively, these revenues ses. The findings indicate that: could be used elsewhere in the economy. Regardless, the findings demonstrate that the removal of pipeline gas and Removing subsidies would adversely affect • electricity household subsidies can be implemented with household welfare (Figure 3-11). adequate compensatory policies. Subsidies are progressive in relative terms; they • represent a larger share of household consumption Using revenues to support green innovation and asset among poorer households. diversification Subsidies are regressive in absolute terms; that is, • Refraining from domestic carbon pricing in Russia in- most of the budget for subsidies goes to groups at creases the likelihood that in the future, revenues from the top of the distribution. such taxes will be collected and retained abroad. Car- bon pricing policies elsewhere influence resource trans- Figure 3-11: Removal of subsidies would adversely affect household welfare Source: Authors’ calculations using Russian Household Budget Survey, 2019. Note: Under Scenario 1, pipeline gas household prices are not subsidized, while electricity prices remain unchanged. Scenario 2 indicates unchanged pipeline gas prices without subsidies for the price of household electricity. Under Scenario 3, neither gas nor electricity household prices are subsidized. Scenario 4 includes an adjustment to prices due to equilibrium estimates of general consumer price changes, in addition to changes in gas and electricity prices. A compensatory policy can be designed that fully pro- fers in two ways. First, even without imposing a BCAT, tects the poorest segments of the population from wel- when countries that import Russian oil, gas and coal fare losses due to subsidy removal while still leaving put a carbon price on their own emissions from burn- resources for investments in energy-efficient production ing these fuels, they in fact capture a portion of Russian and consumption. A simple simulation exercise of redis- resource rents and collect them as their carbon tax rev- tribution of only one-third of the additional revenues col- enue. Russian export prices of these fuels fall as a result lected from higher utility prices through lump-sum trans- to account for the impact that the tax has on demand. fers shows that the population at the bottom 40 percent Second, if foreign importers also impose tariff-based of the income distribution can be fully shielded from wel- border carbon adjustment measures (BCAT or CBAM), fare losses in the short term. This indicates that all people they collect additional carbon-price revenues from Rus- most vulnerable to subsidy removal can be protected sian emissions-intensive goods sold abroad. In coopera- from the impact of price changes in the short term, even tive climate action scenarios, the rent transfer abroad is if a large share of additional revenues caused by price smaller and carbon price revenues are collected by the hikes is directed towards investment. This has important Russian government instead of being sent abroad. These policy implication, since the additional revenue for other 72 Russia Economic Report | № 46. December 2021 Russia’s green transition: Pathways, risks and robust policies revenue streams can be used to support households and development (Figure 3-12) as part of a broader structural to make investments in innovation and skills for future reform program. It is only in such a scenario that Russia has sustainable, technology-driven growth. to potential to raise its growth performance and achieve welfare gains44 beyond what it could expect in the baseline. Carbon pricing is a necessary condition for a green transi- tion, but it needs to be complemented by a broader re- Russia has stated its intention to start on a long jour- form agenda to succeed in needed structural transforma- ney of green transition, which will be difficult but holds tion and to improve growth prospects. Model results sup- the promise of more secure and higher incomes for its port the conclusion that carbon pricing alone is not enough population in the future. The discussion in this chapter to fundamentally diversify Russia’s economy away from is predicated on unknowns: in particular, the pace and fossil fuels, and most importantly from fossil fuel-intensive scope of the global green transition. But this is the reality industries. Even in cooperative scenarios, Russia makes big in which policymakers must make difficult decisions. Our strides to decarbonize energy and transport systems, but analysis supports this move, by suggesting that in plausi- otherwise continues to specialize in areas of existing com- ble scenarios of global green transition, Russia’s domestic parative advantage of relatively carbon-intensive activities. action can protect it from the worst effects. Beyond that Ultimately, this leaves Russia still vulnerable to green tran- defensive motivation, there is an opportunity that the sition risks, such as technology obsolescence and loss of proposed transition offers, but only with the institutions international competitiveness in a world economy increas- and policies that enable a confident, dynamic private sec- ingly dominated by emerging green sectors. Recognizing tor to make forward-looking decisions and move into new this, the LCDS identifies the need for scaled-up investment green sectors. Achieving this transition will require sus- and innovation in green sectors. But beyond this, a strategy tained efforts to implement a range of policy frameworks, to build a diversified asset base, including the nation’s hu- both those targeted at low-carbon sectors and those to man capital and renewable natural capital, will be needed enhance economy-wide competitiveness. The train of dis- to enable a more fundamental shift of economic structure ruptive green transition of the world economy has left the to new, more sustainable and productive activities. This will station, but Russia still has the time, capabilities and self- also call for the overhaul of institutions, governance and interest to be an important global partner in this journey. Figure 3-12: Active asset diversification policies could increase both GDP and welfare above BaU, especially with cooperative carbon pricing, fulfinling all aspirations of the Russian Low Carbon Development Strategy. Source: Makarov et al. 2021 based on Peszko et al. 2021 competition policy to encourage the market entry of new, 44  These results are consistent with Peszko, van der Mensbrugghe, and dynamic private-sector firms. Figure 15 provides an illustra- Golub (2020) who first developed this approach to simulate induced innovation and asset diversification with the CGE model, and like tive example of such a scenario, where carbon pricing is ap- Makarov, Chen, Paltsev (2020), showed that recycling energy/carbon plied as a broad incentive to shift investment and consump- tax revenues into the development of human capital and R&D would tion from “brown” to “green” activities and additional rev- significantly mitigate the risks of a reduction in fossil-fuel exports, enues are used to support innovation and human capital although the delayed return to such investments may decelerate growth and household consumption during the first years of implementation. Russia Economic Report| № 46. December 2021 73 References Makarov, I., Chen, H., Paltsev, S. 2020. Impacts of climate change policies worldwide on the Russian economy. Climate Policy 20(10), 1242-1256 (2020). https://doi.org/10.1080/14693062.2020.1781047 Makarov, Igor, Daniel Besley, Hasan Dudu, Jakub Boratyński, Maksym Chepeliev, Elena Golub, Vladislava Nemova, Ilya Stepanov. 2021. Global Green Transition and a Path to Resilient Economic Growth in Russia. Issues Note. World Bank.” Ministry of Economic Development 2021. “Strategy for the socio-economic development of the Russian Federation with a low level of greenhouse gas emissions until 2050.” Order of the Government of the Russian Federation. October 29, 2021 No. 3052-r, Moscow. Peszko, Grzegorz, Dominique van der Mensbrugghe, and Alexander Golub. 2020. “Diversification and Cooperation Strategies in a Decarbonizing World.” Policy Research Working Paper 9315, World Bank, Washington, DC. https://openknowledge.worldbank.org/handle/10986/34056. Peszko, G., D. van der Mensbrugghe, A. Golub, J. Ward, D. Zenghelis, C. Marijs, A. Schopp, J. Rogers, A, Midgley. 2020. 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December 2021 Russia Economic Report No 46, December 2021 2021 Amidst strong economic recovery, risks stemming from COVID-19 and inflation build Special Focus on Russia’s green transition: pathways, risks and robust policies