## Global Financial Stability Report—COVID-19, Crypto, and Climate: Navigating Challenging Transitions (October 2021)

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### Preface and scope
- Reflects information available as of September 27, 2021; benefited from comments following discussions on September 28, 2021.
- Overarching thematic focus: COVID-19, Crypto, and Climate ("the 3Cs").
- Purpose: assess key vulnerabilities in the global financial system and highlight policies to mitigate systemic risks and support sustained economic growth.

### Macro-financial outlook and key risks
- Financial conditions and yields:
  - Financial conditions eased further in advanced economies and remained easy on balance in emerging markets.
  - After declining through the summer, global long-term yields rose in late September, in some countries entirely reversing earlier moves.
  - US 10-year nominal yields rose more than 80 basis points through the end of March, then dropped as much as 55 basis points in the summer; through late September, US 10-year yields were only 27 basis points lower since the April 2021 GFSR.
  - The Federal Reserve’s end-2023 projection of the policy rate is at 1 percent.
- Inflation and monetary policy:
  - Risks to the inflation outlook appear skewed to the upside in many countries.
  - Market-implied probability of US inflation being greater than 2 percent over the next five years is more than 80 percent.
  - Inflation has risen about 1.5 percentage points above the median emerging market central bank target.
  - Central banks should provide clear forward guidance and remain ready to act if price pressures prove persistent.
- Vulnerabilities from prolonged easy conditions:
  - Prolonged extremely easy financial conditions may produce overly stretched asset valuations and fuel financial vulnerabilities; a sudden repricing of risk could tighten financial conditions and put medium-term growth at risk.
- Corporate, banking, and nonbank sectors:
  - Corporate balance sheets have strengthened overall; revenues and profitability have risen in many economies.
  - With removal of fiscal and regulatory support, insolvency may rise in some countries.
  - Banks have remained resilient overall, with a weak tail in some countries.
  - Non-bank financial intermediary sector exhibits vulnerabilities exposed by the pandemic that need urgent attention.

### Executive-summary highlights and metrics
- Overall assessment:
  - Financial stability risks contained so far due to policy support and economic rebound; investor concerns about recovery strength and rising infections increased over summer.
  - The balance of risks to growth in 2022 is expected to remain skewed to the downside.
  - The probability of growth falling below zero next year is estimated at about 4 percent.
- Notable statistics and signals:
  - Sustainable fund sector AUM: $3.6 trillion at end-2020; climate funds: $130 billion.
  - Crypto market dynamics: 40% decline in May and 3× YTD increase until early May (Figure 12 referenced).
  - 90% confidence interval referenced in analyses of EM term premia response to the US real yield rise.

### Policy guidance summarized
- Monetary policy:
  - Provide clear forward guidance to avoid unwarranted tightening and minimize market volatility; act decisively if inflation expectations unanchor.
- Fiscal policy:
  - Continue support for vulnerable firms and individuals; where space exists, target measures and shift from emergency support toward transformation as recovery allows.
- Financial regulation:
  - Prioritize establishing a sound regulatory framework for crypto assets and decentralized finance; level playing field and special attention to stablecoins.
  - Strengthen oversight and resilience of the nonbank financial sector, including investment funds and life insurers.
- Climate finance and disclosure:
  - Strengthen data, disclosure, and sustainable finance classifications to assess transition risks and prevent greenwashing.
  - Mobilize public and private investment to achieve net-zero carbon emissions by 2050.

### Chapter 1 — Global financial conditions and systemic vulnerabilities
- Financial conditions evolution:
  - Global financial conditions eased further since April 2021, driven by slightly lower interest rates and rising corporate and housing valuations, particularly in the United States.
- Rates, term premia, and inflation signals:
  - Term premia have fallen, on net, since April 2021; five-year–five-year forward real yields in the United States are down 60 basis points.
  - Five-year inflation breakevens in the United States and euro area moved within a relatively tight range since April 2021.
- Emerging markets and spillovers:
  - Local currency government bond yields for most emerging markets have risen year to date and remain elevated.
  - Market pricing: median two-year forward policy rate for emerging markets is currently at 4.7 percent compared with 3.3 percent at the time of the April 2021 GFSR.
  - IMF staff analysis: emerging market term premia could rise by almost 140 basis points over 16 weeks in the event of a 100 basis point rise in US 10-year real yields following a hawkish surprise.
- Capital flows and China’s role:
  - Capital flows at risk (5th percentile) declined from 2.1 percent of GDP at end-2020 to 1.7 percent of GDP.
  - Emerging market sovereign hard currency issuance reached a record cumulative $250 billion.
  - Inclusion of China in global benchmark indices estimated inflows of $180 billion since 2020; cumulative local currency flows to China year to date: $50 billion.
- Banking, loan growth, and credit supply:
  - Bank loan underwriting standards remain restrictive in many countries; consensus analyst loan growth forecasts are generally below “GDP-consistent” loan growth under the analysis assumptions.

### Key risks and sectoral findings (Chapter 1 excerpts)
- Asset valuations and sectoral strains:
  - Equity price misalignments relative to fundamentals remain elevated in most markets; credit spreads narrowed to below pre-pandemic levels.
  - House prices rose rapidly in many countries; worst-case estimated house price declines over next three years: Advanced economies: −14 percent (5th percentile worst-case); Emerging markets: −22 percent (5th percentile worst-case).
- Nonbank financial intermediaries and insurers:
  - Life insurers own about 20 percent of global bonds and 30 percent of credit investments; a stress scenario could induce mark-to-market losses of 30 percent for insurers in some jurisdictions.
  - Policy surrenders could force life insurers to liquidate investments; extreme liquidation could reach $1 trillion in the United States and Europe.
- Fintech and leveraged finance:
  - Collateralized loan obligation issuance reached record highs in 2021.
  - Fintech lenders: assets for fintech banks increased by 18 percent over 2019–20; fintech nonbanks assets increased by 7 percent over 2019–20; nonperforming asset rates for fintech nonbanks increased more than traditional peers.

### China-specific findings and scenarios (Chapter 3 excerpts)
- Total social financing (excluding government bonds) increased to about 230 percent of GDP as of June 2021, up 15 percentage points from end-2019.
- Selected scenario figures:
  - If new credit is restricted to zero: investment expenditure would decline by RMB 5.4 trillion unless financed by fiscal support or asset sales.
  - Cash drawdowns up to RMB 0.5 trillion could fund part of operating cash deficit.
  - Leaving an operating cash flow shortfall of RMB 2.3 trillion to be funded by fiscal support or asset sales.
  - RMB 2.3 trillion = ~23 percent of local government fiscal revenues.
- Policy recommendations for China:
  - Continue coordinated efforts to contain leverage and phase out implicit guarantees; accelerate restructuring of financially nonviable firms; improve governance of local governments’ public finances; enhance fiscal resource sharing between provinces.

### Chapter 2 — Crypto ecosystem: market developments and risks
- Market size and volatility:
  - Market capitalization has grown by a factor of 10 and is comparable to some established asset classes (for example US high-yield bonds).
  - The market cap of stablecoins has quadrupled in 2021; Tether previously issued more than half the supply of stablecoins though its dominance has declined.
  - More than 16,000 tokens have been listed over time; around 9,000 exist today.
- Trading, leverage, and DeFi:
  - Leverage on crypto exchanges has been as high as 125 times the initial investment.
  - DeFi collateral “locked” rose sharply, led by decentralized exchanges and credit platforms; most DeFi built on Ethereum.
  - DeFi experienced hacking and scams (example: record $0.6 billion hack of Polychain in August).
- Stablecoin-specific findings:
  - Reserve panel headline figures: $6 bn; $12 bn; $27 bn; $63 bn (Tether: as of June 2021; USD Coin: as of August 2021; Binance USD: as of July 2021; DAI: as of August 2021).
  - DAI collateralization was more than 200 percent.
  - USD Coin consolidates cash and cash equivalents in its disclosure (about 60 percent of reserves); Circle announced that, as of September 2021, 100 percent of USD Coin reserves would be moved to cash and cash equivalents.
  - Tether disclosure indicates only one-third of its reserves are backed by cash and Treasury bills; about half is invested in commercial paper.
  - Algorithmic stablecoin failure example: IRON/TITAN episode — 25 percent of IRON’s collateral involved native token TITAN; algorithm failed and TITAN collapsed to 0.
- Risks and transmission channels:
  - Operational, cyber, governance, market integrity, and data gaps create potential for runs and contagion.
  - Runs on stablecoins could trigger fire sales of reserve assets (commercial paper liquidity concerns highlighted).
  - Crypto adoption in some emerging markets may accelerate dollarization and erode effectiveness of exchange restrictions and capital controls.
  - Mining: Bitcoin network consumes about 0.36 percent of the world’s electricity; mining revenues in 2021 exceeded $1 billion a month, on average, for each of Bitcoin and Ethereum blockchains.
- Policy recommendations (summary):
  - Implement global standards applicable to crypto assets; coordinate internationally to limit regulatory arbitrage.
  - For widely used stablecoins, ensure: effective risk management frameworks, enhanced disclosure, independent audit of reserves, fit and proper rules for administrators/issuers, and enhanced operational and cyber resilience.
  - Use existing tools interimly; agree on common minimum principles for data and a globally consistent taxonomy.
  - For emerging markets: strengthen macro policies, safeguard central bank independence, consider CBDCs where appropriate, and reassess capital flow restrictions in a digital world.

### Chapter 2 — Reserve, run, and cross-border implications (selected details)
- Stablecoin reserve composition and disclosure:
  - Binance USD is issued in collaboration with Paxos; 4 percent of its reserves in Pax Dollar (USDP) with under $1 billion outstanding.
  - Disclosure gaps remain: many stablecoins lack audited reserve disclosures and details such as domicile and denomination of reserve holdings.
- Run and contagion channels:
  - Run drivers include doubts about redeemability at a 1:1 peg and collateral value collapses (example IRON/TITAN).
  - Potential contagion: fire sales of commercial paper; cross-border spillovers via global exchanges; concentrated ownership by market makers.
- Policy measures to mitigate FX and capital flow effects:
  - Capital flow management and crypto-specific measures can be somewhat effective but may leak to P2P channels; Korea example: Bitcoin premia as high as 50 percent in 2018 due to domestic demand and restricted arbitrage.

### Chapter 3 — Investment funds and the green transition
- Market size, flows, and composition:
  - Sample covers more than 54,000 open-end funds over 2010:Q1–20:Q4; 36,500 funds active as of end-2020 totaling $49 trillion AUM.
  - Sustainable funds AUM: about $3.6 trillion at end-2020; climate-focused funds: $130 billion.
  - Net flows into sustainable funds rose to about 5 percent of lagged AUM in 2020:Q4; climate-labeled funds surged by 48 percent of AUM over four quarters of 2020.
  - As of September 1, 2021, year-to-date aggregate climate bond issuance amounted to $258.8 billion.
- Transition metrics and portfolio characteristics:
  - Transition-opportunity score and carbon-intensity score constructed from firm- and fund-level data.
  - Average transition-opportunity scores (2020:Q4): Conventional funds mean = 31.4; Climate-labeled funds mean = 38.6.
  - Carbon-intensity scores (2020:Q4): Conventional funds mean = 238; Climate-labeled funds mean = 335 (tons CO2-equivalent per million US dollars of revenue).
  - Climate-themed funds hold larger exposure to transition-sensitive sectors (utilities, manufacturing, transportation, waste management, construction, fossil fuels).
- Flows, stewardship, and stability implications:
  - Fund labels materially influence flows; labels are an important driver even after controlling for portfolio metrics.
  - Funds with sustainable/environment labels support climate-related shareholder resolutions more than conventional peers.
  - Flows to sustainable funds are less sensitive to past performance and more persistent; sustainable investing share is about 10 percent of AUM in surveyed firms.
  - Cash buffer findings: a fund with a 2.4 percent cash buffer (mean) will hold 13.5 basis points less cash if its transition-opportunity score increases by one standard deviation; same fund reduces buffer by 7 basis points for a one standard deviation increase in carbon-intensity score.
  - Cash buffer deciles (percent of fund assets): 1st: 0.13; 2nd: 0.14; 3rd: 0.40; 4th: 0.74; 5th: 1.16; 6th: 1.69; 7th: 2.40; 8th: 3.41; 9th: 5.25.
- Policy recommendations for the transition:
  - Urgently strengthen the global climate information architecture: harmonized disclosure standards, high-quality comparable data (including Scope 3), and globally agreed sustainable finance classifications (climate taxonomies).
  - Enforce disclosure and classification standards to prevent greenwashing.
  - Conduct scenario analysis and stress testing of the investment fund sector to assess resilience to transition shocks.
  - Once architecture is in place, consider tools to channel savings toward transition-enhancing funds (for example, financial incentives for climate funds).

### Survey and empirical notes (selected numerical points)
- Survey of asset managers: 26 portfolio managers and representatives from 11 asset management firms and one asset owner; more than $16 trillion combined AUM.
- Use of third-party ESG databases: 82 percent of respondents.
- Technological change/consumer-preference driver cited by 66 percent of respondents.
- US 401(k) example: 3 percent of 401(k) plans had an ESG option in 2019, representing 0.1 percent of plan assets.
- Signatories to Principles for Responsible Investment: about 1,400 in 2015; more than 3,000 in 2020.

_Italic: Global Financial Stability Report—COVID-19, Crypto, and Climate: Navigating Challenging Transitions (information as of September 27, 2021). International Monetary Fund | October 2021._

### Preface                                                                                                                 

### Preface

### Purpose and scope
- The Global Financial Stability Report (GFSR) assesses key vulnerabilities the global financial system is exposed to and highlights policies to mitigate systemic risks and support sustained economic growth.
- This GFSR reflects information available as of September 27, 2021, and benefited from comments and suggestions from IMF staff and Executive Directors following their discussions on September 28, 2021.
- The report’s overarching thematic focus: COVID-19, Crypto, and Climate ("the 3Cs").

### Macro-financial outlook and key risks
- Financial conditions:
  - Financial conditions eased further in advanced economies and remained easy on balance in emerging markets.
  - After declining through the summer, global long-term yields rose in late September, in some countries entirely reversing earlier moves.
- Inflation and monetary policy:
  - Risks to the inflation outlook appear to be skewed to the upside in many countries.
  - In emerging markets, inflation pressures have led many central banks to hike policy rates.
  - Higher financing costs for domestic debt in emerging markets (except China) have been observed since last year.
  - Central banks should provide clear guidance about the future stance of monetary policy to avoid an unwarranted tightening of financial conditions and minimize market volatility.
  - Monetary authorities should remain vigilant and—if price pressures turn out to be more persistent than anticipated—act swiftly to counter any possible unmooring of inflation expectations.
- Vulnerabilities from prolonged easy conditions:
  - A prolonged period of extremely easy financial conditions may result in overly stretched asset valuations and fuel financial vulnerabilities.
  - A sudden repricing of risk could interact with these vulnerabilities, leading to tighter financial conditions and putting growth at risk in the medium term.
- Corporate and banking sector:
  - Credit conditions have improved in the corporate sector, though they remain uneven across sectors and countries.
  - With gradual removal of fiscal and regulatory support measures, insolvency may rise in some countries.
  - Banks have remained resilient through the pandemic with the exception of a weak tail of banks in some countries; banks remain cautious about the credit outlook in most countries.
  - The non-bank financial intermediary sector has exhibited vulnerabilities exposed by the pandemic that need urgent attention.

### Crypto-related findings and policy priorities
- Market developments and risks:
  - Crypto asset markets are growing rapidly and remain highly volatile.
  - The volume of crypto asset transactions has reached macro critical levels in some emerging markets, often as high as those of domestic equities.
  - Some stablecoin business models have been subject to the risk of sudden and severe liquidity pressures.
- Policy implications and recommendations:
  - A sound regulatory framework for crypto assets, and decentralized finance markets more generally, must be a priority on the global policy agenda.
  - Ensuring a regulatory level playing field is a key priority.
  - Stablecoins, given their vulnerabilities, require particular regulatory attention to address liquidity and systemic risks.

### Climate transition and financial stability
- Role of finance:
  - The forthcoming 26th United Nations Climate Change Conference of the Parties (COP26) is presented as a pivotal opportunity to speed up the transition and global climate actions.
  - Achieving net-zero carbon emissions by 2050 requires substantial additional global investment by both the public and private sectors.
  - The global financial sector can play a crucial role in catalyzing private finance and accelerating the transition.
- Investment fund developments:
  - Climate finance is growing rapidly, particularly among asset managers.
  - Assets under management in climate-themed investment funds remain relatively small, but inflows have surged.
  - There is promise of cheaper funding costs for climate-friendly firms and greater climate stewardship by funds.
  - Sustainable fund flows appear more resilient to adverse shocks, suggesting climate-friendly investors might be relatively stickier.
- Policy priorities for the transition:
  - Further improvements in data, disclosure, and sustainable finance classifications remain key policy objectives to facilitate assessment of transition-related risks and prevent greenwashing.

### Guidance to policymakers
- Monetary policy:
  - Provide clear forward guidance to avoid unwarranted tightening of financial conditions and to minimize market volatility.
  - Remain ready to act swiftly if inflation pressures become more persistent than anticipated.
- Financial regulation:
  - Prioritize establishing a sound regulatory framework for crypto assets and decentralized finance, with special attention to stablecoins and the need for level playing fields.
  - Address vulnerabilities in the non-bank financial intermediary sector urgently.
- Climate finance and disclosure:
  - Strengthen data, disclosure, and sustainable finance classifications to better assess transition-related risks and to reduce the potential for greenwashing.
  - Mobilize public and private investment to meet the substantial additional financing needed to achieve net-zero carbon emissions by 2050.

*Source: Preface and Foreword, Global Financial Stability Report—COVID-19, Crypto, and Climate: Navigating Challenging Transitions (information as of September 27, 2021).*

### EXECUTIVE SUMMARY

### EXECUTIVE SUMMARY

### Overall assessment: where do we stand?
- Financial stability risks have been contained so far, reflecting ongoing monetary and fiscal policy support and the rebound of the global economy this year.
- Financial conditions have eased further, on net, in advanced economies; optimism that propelled markets in the first half of the year faded somewhat over the summer.
- Investors have become increasingly concerned about the economic outlook amid rising virus infections and greater uncertainty about the strength of the recovery, particularly in emerging markets.
- In late September, concerns that inflationary pressures may be more persistent than initially anticipated pushed nominal yields higher, in some countries entirely reversing earlier moves.
- Financial vulnerabilities remain elevated in a number of sectors, masked in part by massive policy stimulus.
- Policymakers face a trade-off: maintain near-term support for the global economy while preventing unintended consequences and medium-term financial stability risks.
- A prolonged period of extremely easy financial conditions may result in overly stretched asset valuations and could fuel financial vulnerabilities.
- Warning signs include increased financial risk-taking and rising fragilities in the nonbank financial institutions sector; if left unchecked, these vulnerabilities may become structural legacy problems that put medium-term growth at risk and test the resilience of the global financial system.

### Progress since the April 2021 Global Financial Stability Report
- Financial conditions:
  - Eased further, on net, in advanced economies, buoyed by expectations of continued accommodative monetary policy and rising risk asset valuations.
  - Changed little, on balance, in emerging markets as monetary policy tightening in response to inflation pressure in some countries offset gains in risk asset prices.
- Corporate sector:
  - Corporate balance sheets have strengthened overall.
  - A feared substantial pickup in bankruptcies has not materialized, thanks to targeted fiscal support and unprecedented monetary policy support.
  - Revenues have risen, with profitability surpassing pre-pandemic levels in several economies.
  - Credit quality in speculative-grade bond markets has continued to strengthen, with default rates expected to remain low.
- Households:
  - Household financial positions have improved and appear stronger than during the global financial crisis.
  - Households benefited from lower interest rates and support for income and interest costs, including debt payment moratoria in some countries.
  - Debt service ratios have fallen in many countries, reducing the risk of defaults on mortgage and other consumer loans.
- Emerging and frontier market economies:
  - Outlook for portfolio flows has improved, boosted by the ongoing economic recovery and robust global risk sentiment, even though local currency debt flows have not recovered from the first-quarter weakness.
  - Hard currency issuance has rebounded strongly, with many lower-rated issuers returning to capital markets.
- Banking sector:
  - With a solid global capital position, the global banking sector has continued to play a crucial role in supporting the flow of credit to the economy.
  - Banks have remained resilient, reflecting years of capital buildup following global financial crisis reforms and ongoing unprecedented policy support, with the exception of a weak tail in some countries.
- Sustainable finance and climate-related investment:
  - The investment fund sector can play a crucial role in catalyzing private investment for a low-carbon transition (Chapter 3).
  - Flows into sustainable funds, and into climate funds in particular, have surged since early 2020.
  - The sustainable fund sector remains small: $3.6 trillion in assets under management at the end of 2020, of which only $130 billion is in climate funds.
  - Sustainable investors may offer financial stability benefits as they tend to be less sensitive to short-term returns.

### Risks remain amid still-elevated financial vulnerabilities
- Yields and inflation expectations:
  - After declining through the summer, global long-term yields rose in late September, in some cases entirely reversing earlier moves, on concerns that price pressures may be more persistent.
  - Investors still expect recent price pressures to moderate and gradually subside, but concerns about inflation risks have intensified recently.
  - Contributing factors include the rise in energy and commodity prices and potential persistence of supply chain disruptions and shortages of labor and materials that could feed into wage dynamics and unmoor inflation expectations.
- Asset valuations and sectoral strains:
  - Asset valuations appear stretched in some market segments.
  - Equity prices have risen further, on net, since the April 2021 GFSR, boosted by accommodative monetary policy and strong earnings; equity price misalignments (relative to fundamentals-based values) have remained elevated in most markets.
  - Credit spreads have narrowed to below pre-pandemic levels.
  - House prices have risen rapidly in many countries, reflecting the improved outlook, policy support, and shifting household preferences.
- Emerging and frontier markets:
  - Continue to face large financing needs.
  - Local currency government bond yields have increased in many countries due to higher inflation and fiscal concerns.
  - The late-September increase in US Treasury yields may exert additional pressure, raising funding costs.
  - Inflation pressure has led many central banks to adopt a tighter monetary policy stance.
  - Monetary conditions remain broadly accommodative, with deeply negative real rates, but there is a risk that real rates may rise significantly in coming years.
  - A sudden change in the monetary policy stance of advanced economies may sharply tighten financial conditions and adversely affect capital flows, exacerbating pressures in countries with debt sustainability concerns.
- Nonfinancial firms:
  - Recovery remains uneven across countries, sectors, and firm sizes.
  - Solvency risks continue to be elevated in sectors hit hardest by the pandemic (for example, transportation and services) and in small firms.
  - In China, credit conditions have tightened, particularly for firms with weak credit ratings and in provinces with weaker public finances.
- Nonbank financial institutions and investment funds:
  - Vulnerabilities unmasked by the “dash for cash” in March 2020 remain.
  - Risks are rising at some other nonbank financial institutions as they reach for yield to meet nominal return targets.
  - Life insurance companies face elevated asset-liability duration mismatches in many jurisdictions and have increased their share of lower-quality bonds.
  - Greater use of financial leverage in the current environment could prompt volatility in financial markets.
- Banking sector lending:
  - Loan underwriting standards remain restrictive in many countries; bank loan officer surveys indicate this posture is expected to persist, with risks to the credit outlook as the main constraint to loan growth.
  - A slowdown in international bank lending may pose additional downside risks to many emerging market economies.
- Crypto ecosystem:
  - Continues rapid growth, presenting opportunities and challenges (Chapter 2).
  - Crypto asset exchanges pose operational and financial integrity risks through cross-border operations.
  - Investor protection risks loom large for crypto assets and decentralized finance.
  - Stablecoins generally have poor disclosures and can be subject to runs if their reserves come into question.
  - In emerging markets, crypto assets may accelerate dollarization and erode the effectiveness of exchange restrictions and capital control measures; increased trading of crypto assets by emerging market users can potentially lead to destabilizing capital flows.
  - Policymakers in emerging market and developing economies should prioritize strengthening macro policies and consider benefits of issuing central bank digital currencies.
  - Globally, policymakers should work together through the G20 Cross Border Payments Roadmap to make cross-border payments faster, cheaper, more transparent, and inclusive.
- Notable metrics and signals highlighted in the report:
  - 90% confidence interval referenced in analyses of EM term premia response to the US real yield rise.
  - Crypto market dynamics noted: 40% decline in May and 3× YTD increase until early May (Figure 12).

### Policy recommendations
- Tailor policy support to country circumstances, given the mixed pace of the economic recovery across countries.
- Monetary policy:
  - Central banks should provide clear guidance about their future policy stance to prevent an abrupt tightening of financial conditions.
  - If price pressures prove more persistent than currently expected, monetary authorities should act decisively to prevent an unmooring of inflation expectations.
- Fiscal policy:
  - Fiscal policy should continue to support vulnerable firms and individuals.
  - Given policy space, fiscal measures should be targeted and tailored to country characteristics and needs.
- Addressing unintended consequences of prolonged support:
  - In light of the possible need for prolonged policy support to ensure a sustainable and inclusive recovery, policymakers should act decisively to address potential unintended consequences of unprecedented measures taken during the crisis.
- Nonbank and market resilience:
  - Strengthen oversight and resilience of the nonbank financial sector, including investment funds, life insurers, and other institutions reaching for yield.
- Emerging market priorities:
  - Strengthen macro policies; consider central bank digital currencies where appropriate; monitor and manage risks from crypto adoption and capital flow volatility.
- Cross-border cooperation:
  - Advance the G20 Cross Border Payments Roadmap to improve speed, cost, transparency, and inclusion of cross-border payments.

*GLOBAL FINANCIAL STABILITY REPORT—COVID-19, CRYPTO, AND CLIMATE: NAVIGATING CHALLENGING TRANSITIONS — International Monetary Fund | October 2021*

### eXeCUtIVe sUMMARY

### eXeCUtIVe sUMMARY

### Key risks and outlook
- Global financial stability risks have been contained so far, reflecting ongoing monetary and fiscal policy support and the rebound of the global economy this year.
- Investors have become increasingly concerned about the economic outlook amid rising virus infections and greater uncertainty about the strength of the recovery.
- After declining through the summer, global long-term yields rose in late September, in some countries entirely reversing their earlier moves, on concerns that price pressures may be more persistent than initially anticipated.
- The balance of risks to growth in 2022 is expected to remain skewed to the downside.
- The probability of growth falling below zero next year is estimated at about 4 percent.
- A year and a half into the COVID-19 pandemic, policymakers face a trade-off between maintaining near-term support and preventing unintended medium-term financial stability risks.

### Financial conditions and sectoral vulnerabilities
- Financial conditions in advanced economies have eased further, on net, since the April 2021 GFSR, buoyed by expectations that monetary policy will remain accommodative.
- Equity prices have risen and credit spreads have continued to narrow, producing stretched valuations in segments of financial markets.
- House prices have risen rapidly in many countries, boosted by policy support and shifting preferences.
- Financial conditions in emerging and frontier market economies are little changed, with local currency yields remaining elevated amid increased local currency issuance and inflation pressure in some countries.
- Credit conditions have improved in the corporate sector, albeit unevenly:
  - Corporate balance sheets have generally strengthened, and profitability has improved.
  - Defaults and bankruptcies have declined, but solvency risks remain elevated in sectors hit hardest by the pandemic and for small firms.
  - In China, credit conditions have tightened, particularly for firms with weak credit ratings and in provinces with weaker public finances.
- Banks have supported credit flow during the pandemic, but loan underwriting standards remain restrictive in many countries, raising questions about banks’ willingness to contribute to the recovery once support measures are withdrawn.
- Nonbank financial institutions, nonfinancial corporates, and the housing market show elevated vulnerabilities masked in part by very substantial policy stimulus.
- Life insurance companies face significant asset-liability duration mismatches in many jurisdictions.

### Policy recommendations — macroprudential, fiscal, monetary
- Policymakers should tighten selected macroprudential tools to tackle pockets of elevated vulnerabilities while avoiding a broad tightening of financial conditions.
  - Due to possible lags between activation and impact, they should take early action.
  - If tools are unavailable (for example, in the nonbank financial intermediary sector), policymakers should urgently develop them.
  - Given challenges designing and operationalizing macroprudential tools, policymakers should consider building buffers elsewhere to protect the financial system.
- Policymakers should act preemptively to address vulnerabilities and avoid a buildup of legacy problems.
- Monetary policy:
  - Should remain accommodative where there are output gaps, inflation pressures are contained, and inflation expectations are consistent with central bank targets.
  - Central banks should be prepared to act quickly if the recovery strengthens faster than expected or if inflation expectations are rising.
  - Transparent and clear communication about the future stance of monetary policy is critical to avoid de-anchoring of inflation expectations and prevent financial instability.
- Fiscal policy:
  - Should remain supportive but be well-targeted, carefully calibrated, and tailored to country-specific circumstances.
  - In countries with high vaccination and low funding costs, fiscal policy should gradually shift from emergency measures toward promoting transformation to more resilient and inclusive economies.
  - In countries with lower vaccination rates and tighter financing constraints, health-related spending and protecting the most vulnerable remain top priorities.
  - As countries converge back to precrisis GDP trends, focus should shift toward ensuring fiscal sustainability, including establishing credible medium-term fiscal frameworks to promote fiscal transparency and sound governance.
- For emerging and frontier markets:
  - Rebuild buffers as appropriate and implement structural reforms to insulate from capital flow reversals and abrupt increases in funding costs.
  - Leverage the general special drawing rights allocation to provide international liquidity and support buffer rebuilding.

### Investment funds, crypto, digital dollarization, and climate-related finance
- Policymakers should urgently address vulnerabilities in investment funds through enhanced prudential supervision and regulation to raise ex ante resilience against liquidity risks.
  - The global nature of the investment fund business requires internationally coordinated reform through the Financial Stability Board.
  - Conduct scenario analysis and stress testing of the investment fund sector to mitigate potential financial stability risks from the transition to a green economy.
- Digital dollarization:
  - Emerging markets must address digital-dollarization challenges by strengthening the credibility of monetary policy, safeguarding central bank independence, and maintaining a sound fiscal position.
  - Effective legal and regulatory measures are necessary to disincentivize foreign currency use.
  - Adequate frameworks for crypto asset service providers must be established with coordination among national regulators.
  - Countries should reconsider capital flow restrictions in a more digital world and pursue cross-border collaboration to address technological, legal, regulatory, and supervisory challenges (see Chapter 2).
- To foster growth of the sustainable fund sector and mitigate transition-related financial stability risks, policymakers should urgently strengthen the global climate information architecture (data, disclosures, sustainable finance classifications).
  - Once this architecture is in place, consider tools to channel savings toward transition-enhancing funds (such as financial incentives for investment in climate funds).

### IMF Executive Board discussion — priorities and multilateral actions
- Executive Directors broadly agreed with staff’s assessment of the global economic outlook, risks, and policy priorities.
- Directors welcomed the continuing recovery but noted divergences, especially between advanced economies and low-income countries, reflecting differentiated vaccine access and early policy support.
- Directors highlighted the importance of global cooperation to ensure universal access to vaccines and a strong financial safety net.
- Multilateral efforts remain essential to avoid international trade and supply chain disruptions, speed up global vaccine access, provide liquidity and debt relief to constrained economies, and mitigate and adapt to climate change.
- Directors highlighted the expected contribution of the recent General Allocation of Special Drawing Rights in providing much-needed international liquidity.
- Directors noted that higher debt levels and large government financing needs in many countries are sources of vulnerability, especially if global interest rates rise faster than expected.
- For financially constrained countries, Directors emphasized ensuring continued essential spending while meeting other obligations and noted that further efforts are needed, including debt relief in the context of early and timely implementation of multilateral initiatives such as the G20 Common Framework.

### Chapter 1 — At a Glance (key takeaways)
- Financial stability risks contained so far due to policy support, but investor concerns have risen amid rising infections and uncertainty about recovery strength.
- Financial conditions in advanced economies have eased further; equity prices rose and credit spreads narrowed; house prices rose rapidly in many countries.
- Financial vulnerabilities remain elevated across several sectors; a sudden repricing of risk could lead to tighter financial conditions and put growth at risk in the medium term.
- Emerging and frontier markets face risks from uneven vaccine access and potential sudden changes in advanced-economy monetary policy; local currency yields remain elevated in some countries.
- Corporate credit conditions improved overall but unevenly; solvency risks persist for sectors hardest hit and small firms; tailored support to viable firms remains crucial.
- Banks have supported credit flows but underwriting standards are restrictive in many countries, which may constrain banks’ contribution to recovery when support measures end.
- Monetary and fiscal support should be more targeted and tailored to country circumstances; central banks should provide clear guidance about the future stance of monetary policy to avoid unwarranted tightening.
- Policymakers should take early action and tighten selected macroprudential tools to target pockets of elevated vulnerabilities while avoiding broad tightening of financial conditions.
- Emerging and frontier markets should rebuild buffers and implement structural reforms to cushion the adverse impact of capital flow reversals and abrupt increases in financing costs.

*Source: eXeCUtIVe sUMMARY, text - eXeCUtIVe sUMMARY (October 2021).*

### 1. Global Financial Conditions Indices

### 1. Global Financial Conditions Indices

### Financial conditions: recent evolution
- Global financial conditions have eased further, on net, since the April 2021 GFSR.
- Easing has been driven by slightly lower interest rates and rising corporate valuations and housing prices, particularly in the United States.
- A significant downgrade of economic prospects could trigger a sharp decline in risk asset prices and tighten financial conditions, with particularly difficult implications for a number of emerging markets with limited monetary and fiscal policy space.

### Global rates and yield dynamics
- US 10-year nominal yields rose more than 80 basis points through the end of March, then dropped as much as 55 basis points in the summer on concerns about the strength of the recovery.
- Through late September, US 10-year yields were only 27 basis points lower since the April 2021 GFSR.
- The Federal Reserve’s end-2023 projection of the policy rate is at 1 percent.
- Term premia have fallen, on net, since the April 2021 GFSR; safe-haven flows into US Treasury securities have coincided with this decline.
- Five-year–five-year forward real yields in the United States are down 60 basis points, reflecting concerns about long-term-growth prospects.
- Real yields have declined significantly across most major advanced economies; in the United States the decline has been at the back end of the curve, whereas in other advanced economies the decline has been more evident at the five-year maturity.

### Inflation signals and market-implied expectations
- Five-year inflation breakevens in the United States and euro area moved within a relatively tight range since the April 2021 GFSR.
- The rise in five-year forward inflation breakevens since the beginning of the pandemic has been considerably more contained, pointing to well-anchored long-term inflation expectations.
- The forward one-year inflation breakeven curve is downward sloping, consistent with expectations that price pressures will moderate and then gradually subside.
- Market-implied probability of US inflation being greater than 2 percent over the next five years is more than 80 percent.
- Inflation has risen about 1.5 percentage points above the median emerging market central bank target.
- Five-year-ahead survey expectations for many emerging markets remain well anchored and forward survey estimates show inflation anticipated to start trending down over the next 6–12 months.

### Emerging market local assets and bond markets
- Local currency government bond yields for most emerging market economies have risen year to date and remain elevated despite recent declines in US Treasury yields.
- In the first quarter of 2021 the rise in bond yields for many emerging market economies was mostly because of higher term premia; changes since the April 2021 GFSR have been driven primarily by an upward shift in policy expectations reflecting tighter monetary policy in some countries.
- Increased local currency issuance and broader fiscal risks, amid weak nonresident flows, are likely contributing to upward pressure on yields and term premia.
- Overall stress in local currency bond markets has declined, but conditions in some countries (mostly in Latin America) remain tense.
- Hard currency emerging market bond spreads have been relatively stable this year after recovering from the COVID-19 sell-off; frontier-economy spreads have changed little, on net.
- Emerging market hard currency bond issuance is running at a record pace this year (surpassing the record in 2020); corporate issuance has outperformed 2020 by almost 20 percent.
- An exception is China, where corporate issuance has been weak, reflecting tighter credit conditions in certain segments.

### Managing a gradual withdrawal of monetary accommodation
- Central bank balance sheets in advanced economies increased to close to 60 percent of GDP, almost double the level prevailing before the pandemic.
- Domestic monetary authorities and the foreign official sector now account for close to 40 percent of securities outstanding, even after increased government bond supply to finance fiscal responses.
- Investors anticipate the Federal Reserve will commence policy normalization in coming months; other advanced-economy central banks have already started and more are likely to follow this year or next.
- A key financial stability challenge during normalization is avoiding an unwarranted tightening of financial conditions that may hurt the recovery.
- Historical precedents may not be a helpful guide given the large size of central bank balance sheets and compressed term premia; a sudden reassessment of the outlook for monetary policy could trigger a spike in volatility and a sharp upward move in term premia (as in the 2013 “taper tantrum”), though prior episodes have differed in outcomes.

*Source: IMF staff calculations and analysis, Global Financial Stability Report—October 2021.*

### CHAPTER 1 GLOBAL FINANCIAL STABILITY OVERVIEw: A DELICATE BALANCING ACT

### CHAPTER 1 GLOBAL FINANCIAL STABILITY OVERVIEw: A DELICATE BALANCING ACT

### Global market conditions and asset valuations
- Unprecedented easing in global financial conditions during the pandemic led to a collapse in volatility across asset classes and encouraged investors to take on more risk.
- Equity prices have risen further on net since the April 2021 GFSR, helped by extremely low and declining real rates and strong earnings, but equity price misalignments (relative to fundamentals-based values) have remained elevated in most markets.
- Sectoral equity valuations have diverged since late March 2021.
- Corporate credit spreads have remained tight, reflecting investors’ benign view of the credit outlook amid ample liquidity and continued policy support.
- Investors have become somewhat more cautious recently, demanding more protection against large declines in risk markets; elevated equity valuations and increased sensitivity of equity prices to government bond prices imply that equity markets may reprice substantially in the event of a sudden reassessment of the economic outlook or unexpected policy changes.

### Volatility, term premia, and central bank balance sheets
- Cross-asset volatility declined before the recent market reversal; demand for downside protection increased (higher SKEW and other implied volatility measures).
- Central bank balance sheets expanded to unprecedented levels in response to the COVID-19 pandemic; many asset purchase programs have ended or are winding down, but central banks still hold a significant amount of assets on their balance sheets.
- Historical episodes show term premia and volatility reacted differently during past taper episodes.
- There is a risk that real rates may rise significantly in coming years; market-implied paths suggest term real rates may return to prerecession levels fairly quickly in some countries and even rise to historic highs in some cases.

### A tough act for emerging market monetary policy
- Price pressures in some emerging markets reflect higher commodity and food prices and weaker nominal exchange rates; inflation surveys indicate the increase in inflation in emerging markets is expected to be temporary.
- Since the April 2021 GFSR, the central banks of Angola, Brazil, Chile, Colombia, Hungary, Mexico, Peru, and Russia, among others, have hiked policy rates.
- Market pricing: the median two-year forward policy rate for emerging markets is currently at 4.7 percent compared with 3.3 percent at the time of the April 2021 GFSR.
- Despite recent hikes, monetary conditions remain broadly stimulative, with real rates deeply negative.
- Considerable slack persists in some economies, with output gaps persisting through 2024 according to IMF staff estimates; a rapid tightening of domestic financial conditions could adversely affect nascent recoveries and raise debt sustainability concerns, especially for low-income countries.
- Almost 60 percent of low-income countries are already in or near high debt distress.

### Spillover risk from US real yields and emerging market term premia
- IMF staff analysis shows emerging market term premia could rise by almost 140 basis points over 16 weeks in the event of a 100 basis point rise in US 10-year real yields following a hawkish surprise (proxied by an S&P 500 equity fall while real rates rise).
- Recent increases in emerging market bond yields relative to equivalent-maturity US Treasuries have been driven primarily by domestic developments (higher inflation and fiscal concerns); the late-September increase in US Treasury yields has potential to add to this pressure.

### Capital flows: patterns, divergence, and the role of China
- The outlook for portfolio flows has improved, buoyed by the economic recovery and robust global risk sentiment; capital flows at risk (5th percentile) have declined from 2.1 percent of GDP at the end of 2020 to 1.7 percent of GDP.
- A two-speed pattern persists:
  - Hard currency issuance has rebounded strongly; many lower-rated issuers (including Cameroon, Mongolia, and Pakistan) returned to capital markets since the April 2021 GFSR.
  - Local currency debt flows to China have been strong, with cumulative flows of $50 billion year to date.
  - Emerging market (excluding China) local currency debt flows have not recovered from first-quarter weakness and remain a weak spot: cumulative local currency debt flows (excluding China) since January 2020 remain negative, down by more than $20 billion.
  - Emerging market sovereign hard currency issuance reached a record cumulative $250 billion.
- China’s role:
  - Inclusion in global benchmark indices has led to significant inflows, estimated at $180 billion since 2020.
  - China’s sovereign credit rating is significantly higher than that of other emerging markets and has remained stable through the pandemic, unlike other emerging markets that experienced record credit rating downgrades.
  - China’s earlier recovery has resulted in a sharp divergence in domestic growth and fiscal pressures compared with other emerging markets.
- Behind aggregate flows there is wide variation: Colombia and Malaysia saw strong inflows in 2021; Mexico, Poland, and South Africa were notable laggards.
- The changing investor base in emerging markets presents risks but also an opportunity to strengthen domestic local capital markets; domestic investors have become increasingly important marginal investors in local currency bond markets amid elevated fiscal needs and weak nonresident flows.

### Policy implications and considerations
- The stance of monetary policy should be informed by country-specific circumstances, including pandemic evolution, available policy space, inflation and economic outlook, risk of cross-border spillovers, and financial stability considerations.
- A preemptive tightening of monetary policy may help prevent a possible unanchoring of inflation expectations and safeguard central bank credibility.
- Policymakers should weigh the trade-off that rapid tightening could jeopardize nascent recoveries and raise debt sustainability concerns, particularly for low-income countries and economies with significant slack.
- Managing normalization will be complicated by prior asset purchases and large central bank balance sheets; careful communication and sequencing of normalization measures are important to limit adverse spillovers.

*International Monetary Fund | October 2021*

### 3. Hard Currency Issuance in Frontier Emerging Markets

### 3. Hard Currency Issuance in Frontier Emerging Markets

### Hard-currency issuance and capital flows
- Hard currency bond issuance in frontier market economies continues.
- The capital flows outlook has improved, based on the benign risk sentiment and return of growth.
- Emerging market (excluding China) local bond flows remain weak.
- Local currency debt flows vary significantly across countries.
- Probability of outflows has declined from 25% to 20%.
- Capital flows at risk have improved from –2.1% of GDP to –1.7% of GDP.

### Financial-sovereign nexus and investor composition
- Financial institutions, more recently, have absorbed an increasing portion of domestic debt across major emerging markets, highlighting the risk of the financial-sovereign nexus in some countries.
- Flows to emerging markets driven by environmental, social, and governance factors have grown significantly, even during the pandemic, though they remain relatively small as a share of total flows.
- Transition finance—for example, sustainability-linked debt focusing on environmental, social, and governance targets—could become a source of capital for issuers looking to fund long-term improvement strategies.

### Corporate sector credit conditions and risks
- Corporate revenues have risen and profitability prospects have brightened, surpassing pre-pandemic levels in several economies.
- Recovery is uneven; near-term solvency and liquidity risks remain elevated in sectors hit most by the pandemic, such as transportation and services in advanced economies.
- By firm size, solvency risk has fallen more for large firms; solvency risk has risen in some advanced and emerging market economies, especially among small firms.
- Credit quality in the speculative-grade bond market has continued to strengthen, with credit rating upgrades exceeding downgrades this year.
- US speculative-grade default rates are anticipated to remain low.
- A substantial pickup in bankruptcies has not materialized so far, aided by targeted fiscal support and unprecedented monetary policy.
- Private debt funds have accumulated close to $400 billion in dry powder, representing a potential funding source for distressed and smaller firms.

### China: rising financial vulnerabilities and credit dynamics
- Total social financing, excluding government bonds, had increased to about 230 percent of GDP as of June 2021, up 15 percentage points from the end of 2019.
- State-owned entities accounted for about half of total onshore corporate bond defaults in 2020–21, up from about 10 percent in 2017–19, while the bond default rate is still very low at 0.7 percent.
- Since the state-owned-enterprise bond defaults in late 2020, nearly all of the net increase in bond issuance has occurred at firms with a history of negative operating cash flows, most of which are local government-owned entities.
- Selected indicators and scenarios:
  - If new credit is restricted to zero: investment expenditure would decline by RMB 5.4 trillion unless financed by fiscal support or asset sales.
  - Cash drawdowns of up to RMB 0.5 trillion could be used to fund part of the operating cash deficit.
  - Leaving an operating cash flow shortfall of RMB 2.3 trillion to be funded by fiscal support or asset sales.
  - RMB 2.3 trillion = ~23 percent of local government fiscal revenues.
  - In 2020, of about 7 trillion renminbi in new external financing, about 4.9 trillion was used to fund investment expenditures; the remaining 2.1 trillion covered operating cash flow deficits.
- Concerns:
  - Financially weak state-owned entities in provinces with relatively strong public finances have retained access to additional bond financing, potentially exacerbating credit misallocation.
  - Credit conditions have become more challenging for firms in provinces with weaker public finances, private firms, and firms with lower credit ratings.
  - Debt of financially weak local government financing vehicles is substantial in many provinces and could become contingent liabilities that strain local government balance sheets.

### Policy recommendations for China
- Continue coordinated efforts across agencies to contain leverage and phase out implicit guarantees.
- Accelerate restructuring of financially nonviable firms.
- Improve governance of local governments’ public finances.
- Enhance sharing of fiscal resources between financially weaker and stronger provinces (for example, through conditional central government transfers).
- Avoid restricting credit in ways that would adversely affect investment and local government balance sheets without accompanying restructuring and reform.

### Market exuberance, leverage, and potential volatility
- Merger and acquisition activity and leveraged buyouts have increased, with financial risk-taking and corporate releveraging potentially exacerbating vulnerabilities.
- Use of equity-linked derivatives has increased, though the ratio to market capitalization has declined.
- Dealers report elevated demand for securities financing to purchase equities.
- Issuance of collateralized loan obligations has been on a record-setting pace in 2021, and current CLOs have less embedded leverage than pre-global financial crisis structures.
- Rising financial leverage and pockets of market exuberance could prompt additional volatility.

*International Monetary Fund | October 2021*

### 1. Global Institutional Leveraged-Loan M&As and Leveraged Buyout

### 1. Global Institutional Leveraged-Loan M&As and Leveraged Buyout

### Financial risk-taking, releveraging, and financial leverage
- Releveraging reemerged through debt-funded leveraged buyouts.
- The growing use of equity-linked derivatives suggests a rising degree of financial leverage.
- Collateralized loan obligation issuance has reached record highs.
- Surveys indicate elevated demand for borrowing to fund equity positions.
- Note: In panels reported, 2021 data are annualized to estimate full-year issuance; in panel measures, the right scale shows the percentage of all leveraged buyouts (LBOs) for which the issuer of the leveraged loan has leverage greater than six times debt to EBITDA. Acronyms preserved: CLO = collateralized loan obligation; EBITDA = earnings before interest, taxes, depreciation, and amortization; HY = high-yield; IG = investment-grade; M&A = merger and acquisition.

### Vulnerabilities at nonbank financial intermediaries and life insurers
- While financial vulnerabilities have generally declined at nonbank financial intermediaries, in several advanced economies and China, nonbank financial intermediaries still feature elevated leverage, credit risk exposures, and/or liquidity mismatches.
- Vulnerabilities have increased for life insurers; the sector owns about 20 percent of global bonds and 30 percent of credit investments.
- A stress scenario of a large and sudden increase in bond yields and corporate spreads could induce mark-to-market losses of 30 percent for insurers in some jurisdictions.
- Policy surrenders could force life insurers to liquidate investments, which, in the extreme, could reach $1 trillion in the United States and Europe.

### Housing market surge and downside risks
- House prices have been exceptionally strong during the pandemic, buoyed by accommodative monetary policy, shifting household preferences, and limited supply.
- In some countries (Luxembourg, New Zealand, Turkey) real house prices have risen more than 15 percent since the end of 2019.
- Sustained rapid growth in house prices can encourage excessive risk-taking and rising vulnerabilities.
- Worst-case estimated house price declines over the next three years:
  - Advanced economies: –14 percent (5th percentile worst-case)
  - Emerging markets: –22 percent (5th percentile worst-case)
- The house-prices-at-risk model defines downside risks as the forecast house price growth at the 5th percentile of the house price distribution and controls for past growth in house prices, financial conditions, real GDP growth, presence of credit booms, and an overvaluation indicator.

### Household balance sheets and mortgage lending
- Household financial positions appear stronger than before the global financial crisis based on household net worth and owners’ real estate equity.
- Debt service ratios have fallen in many countries, helped by lower interest rates and policy measures, reducing the risk of mortgage and consumer debt default.
- Mortgage delinquencies have remained low during the pandemic, largely due to forbearance; loans in forbearance have started to diminish as households bring payments up to date.
- Nonbank mortgage lenders have become more prominent in the US mortgage origination market, notably during the pandemic in refinancings.
  - Nonbank lenders usually sell mortgages to government-sponsored enterprises within one quarter and thus have limited credit risk exposure on retained balances.
  - Nonbank lenders do not hold deposits, obtain liquidity from banks, and fund themselves in wholesale markets, making them vulnerable to a sharp tightening in funding market conditions.
  - High concentration among nonbank lenders raises exit risk by key lenders, potentially resulting in a decline in credit.
  - Nonbank mortgage originators often act as mortgage servicers, exposing them to credit risk from several months of missed payments.

### Banks, credit supply, and implications for the recovery
- Global banking sector has remained resilient through the pandemic, supported by capital buildup after post–global-financial-crisis reforms and continuing monetary and fiscal support.
- Restrictions on capital distributions have been removed or relaxed in several jurisdictions; in some countries, notably the United States, banks have begun to bolster capital by writing back precautionary reserves.
- Banks’ loan underwriting standards remain restrictive in most countries, and bank credit officers expect this posture to persist.
- Analysis assumptions:
  - The credit intensity of growth remains at the 2010–19 average.
  - Bank loans will grow at the same pace as total credit over the next few years.
- Under these assumptions, consensus estimates of loan growth (based on analyst forecasts for listed banks) are generally below loan growth consistent with the IMF 2022 GDP forecast (“GDP-consistent” loan growth) in most countries, pointing to potential downside risks to the IMF’s GDP forecasts unless the credit intensity of growth or bank loan share changes.
- Structural shifts:
  - In most countries, bank loans have grown at a slower pace than total credit over 2010–19, reflecting a rise in credit extension outside of the banking sector due to market structure changes, regulatory reforms, and technology advances.
  - Economic growth appears to be more closely related to overall credit growth than to bank loan growth, suggesting capital markets may play an important role in supporting the recovery.
- Policy trade-offs:
  - There are trade-offs between incentivizing credit extension to support economic growth and the potential risks to financial stability.
  - Nonbank lenders may have different risk appetites and funding vulnerabilities compared with banks.

*Source: IMF staff analysis (excerpts from Chapter 1, GLOBAL FINANCIAL STABILITY REPORT—COVID-19, CRYPTO, AND CLIMATE: NAVIGATING CHALLENGING TRANSITIONS, October 2021).*

### 4. System CET1 Ratio and Consensus Minus GDP-Consistent Loan Growth

### 4. System CET1 Ratio and Consensus Minus GDP-Consistent Loan Growth in 2022

### Key findings on loan growth and credit intensity
- Bank loan growth has been slower than the growth of total credit in many countries.
- Countries vary in credit intensity of growth and in bank loan growth relative to total credit growth.
- Loan growth associated with the GDP forecast falls short of market forecasts in many countries (consensus minus GDP-consistent loan growth is often negative).
- “GDP-consistent” loan growth in the analysis assumes:
  - the total credit intensity of GDP growth remains at the same level observed over the last 10 years, and
  - the loan share of total credit remains at 2020 levels.
- Consensus estimates of loan growth are based on analyst forecasts for listed banks.
- Data labels use ISO country codes. CET1 = common equity tier 1.

### Bank capital and the loan-growth gap
- The capital position of banks does not appear to explain the gap between consensus and GDP-consistent loan growth.
- According to loan officer opinion surveys, bankers cite uncertainties around the economic and credit risk outlook rather than their own internal risk factors as the main constraints on loan growth.
- Expiration and runoff of support policies (guarantees, moratoria, and other measures) could drive defaults higher and require banks to increase provisions; in some cases the negative impact on capital could exceed 100 basis points of CET1 ratios.
- Implication: lending appetite may be more sensitive to policies that improve the credit quality environment (for example, support for borrower solvency and policies to improve credit information and bad debt recoveries) than solely to considerations related to capital positions.

### International bank credit: risks to emerging markets
- A slowdown in international bank credit extension could be a source of a credit shortfall in emerging markets.
- Trends and magnitudes:
  - Banks have cut back international lending to emerging markets in recent years.
  - Emerging market banks’ market share in global cross-border lending tripled (to 15 percent) between 2008 and 2018.
  - Close to 40 percent of cross-border lending to emerging markets is from banks based in other emerging markets.
- Stability by provision channel:
  - Pure cross-border lending (lender has no presence in borrower country) is the least stable.
  - Lending through foreign bank branches (relying mainly on wholesale and intragroup funding) is relatively prone to outflows during stress.
  - Lending by foreign bank subsidiaries (incorporated, capitalized, and mainly funded locally) is the most stable.
- Historical evidence: countries with higher foreign bank participation experienced larger and faster outflows under stress, with particular weakness where foreign bank branch participation was higher.
- Simulation result: a one standard deviation shock to both lender and borrower factors could drive a 5 percent decline in international lending.
- Regional vulnerability: Emerging market Asia (excluding China), where the COVID-19 Delta variant is spreading rapidly (at the time of the analysis), is particularly vulnerable.
- Emerging market banks are expected to cut back more than advanced economy banks in such scenarios.

### Policy recommendations to secure recovery and limit financial stability risks
- General guidance:
  - Monetary and fiscal policy support remains crucial but should be tailored to country-specific circumstances given uneven recoveries.
  - Normalization and removal of unprecedented policy support must be well telegraphed, gradual, tailored, and recalibrated as recovery evolves.
- Central bank guidance:
  - Central banks should provide clear guidance about the future stance of monetary policy and progress toward policy normalization to avoid unnecessary market volatility.
  - If price pressures become persistent, monetary authorities should act decisively to avoid an unmooring of inflation expectations.
  - For emerging market central banks that implemented asset purchase programs during the pandemic, transparency and clear communication on objectives are crucial; asset purchase programs should generally be limited in time and scale and linked to clear objectives.
- Preemptive actions to address vulnerabilities:
  - Act decisively to address potential unintended consequences of pandemic-era measures to avoid building legacy problems.
  - Tighten selected macroprudential tools early to tackle pockets of elevated vulnerabilities while avoiding broad tightening of financial conditions.
  - If macroprudential tools are unavailable (for example, in the nonbank financial intermediary sector), urgently develop them.
  - Consider building buffers elsewhere to protect the financial system where designing and operationalizing macroprudential tools is challenging.
- Fiscal policy:
  - Tailor the type and size of fiscal support to the stage of recovery and country-specific needs.
  - Prioritize the most vulnerable households and businesses where fiscal space is limited.
  - As recovery takes hold, concentrate targeted support on borrowers deemed temporarily distressed but likely viable.
- Emerging and frontier market measures:
  - Rebuild buffers and implement long-standing structural reforms to boost structural growth prospects and insulate against capital flow reversals and increased financing costs.
  - Recent allocation of special drawing rights by the IMF will provide liquidity relief and help ease policy space constraints.
  - Use selected macroprudential policies and prudent macro-financial risk management where vulnerabilities are building.
- Deepen local currency markets and diversify investor bases by:
  - establishing sound legal and regulatory frameworks for securities;
  - developing efficient money markets;
  - enhancing transparency of primary and secondary markets and predictability of issuance;
  - bolstering market liquidity; and
  - developing robust market infrastructure.
- Support for nonfinancial corporates:
  - Tailor support to viable firms; encourage firms with market access to seek private funding.
  - Strengthen insolvency frameworks (for example, via fast-track processes) to facilitate orderly exits of nonviable firms and enable orderly debt restructuring.
- Housing market and macroprudential action:
  - Activate appropriate macroprudential measures to lean against rapid house price increases, including reviewing stressed debt service and loan-to-value ratios and deploying stringent stress tests.
- Nonbank financial intermediation:
  - Urgently address vulnerabilities via enhanced prudential supervision and regulation.
  - Reduce run and liquidity risks in investment funds by increasing the value of waiting to sell fund shares and deploying liquidity management tools of increasing intensity sequentially.
  - Use market-based liquidity backstops first and central bank emergency liquidity support for tail episodes; international coordination of reforms is imperative.
  - Monitor risks in the life insurance sector from the need to meet high-return targets in a low-yield environment; conduct stress tests on sudden yield increases and encourage more homogeneous disclosure standards.

*Sources: Bank for International Settlements; Bloomberg Finance L.P.; CEIC; Haver Analytics; national authorities; and IMF staff calculations.*

### CHAPTER 1 GLOBAL FINANCIAL STABILITY OVERVIEw: A DELICATE BALANCING ACT

### CHAPTER 1 GLOBAL FINANCIAL STABILITY OVERVIEw: A DELICATE BALANCING ACT

### Global overview and cross-sector vulnerabilities
- With the recovery gaining traction, global financial vulnerabilities have declined somewhat on balance across most sectors.
- Advanced economies: vulnerabilities have lessened, in particular among nonfinancial firms, but remain elevated in some sectors, such as sovereigns and insurers.
- Emerging markets: improvement has been less evident; vulnerabilities remain high in a number of sectors.
- Sovereigns: debt levels have risen further—and at a faster pace in advanced economies relative to emerging markets—driven by aggressive fiscal policy during the pandemic.
- External financing: accommodative financial conditions have helped many emerging markets meet external financing needs, but domestic concerns around inflation, COVID-19, and vaccine availability have weakened nonresident capital flows and kept external vulnerabilities elevated.
- Data scope: focus restricted to on-balance-sheet vulnerabilities; most current data points are through the fourth quarter of 2020.

### Nonfinancial firms and households
- Nonfinancial firms:
  - Balance sheet fundamentals continued to improve as strong earnings have outpaced debt growth.
  - Leverage (measured as debt to earnings) has declined across most advanced and emerging market economies, reflecting the rebound in earnings.
  - Corporate liquidity buffers have dipped as firms increased dividends, started to invest again, and used cash for mergers and acquisitions, but liquidity ratios remain well above historical averages and near record highs in some regions.
- Households:
  - Net financial asset position has improved, particularly in the euro area and the United States.
  - Household debt-to-GDP ratio has edged higher in the United States but remains close to the lows reached after the global financial crisis; debt servicing capacity remains resilient.
  - Debt levels have continued to rise in a number of major economies where liquid assets held by households have declined, increasing liquidity mismatches.
  - In emerging markets, household vulnerabilities have stayed elevated.

### Banking and broader financial sector
- Global banking system: continued recovery from the initial pandemic shock; more than half of bank assets in systemically important economies now in low-risk categories.
- Banks in advanced economies: leverage and capital measures have continued to improve.
- Emerging markets: better liquidity measures driven by ample deposit inflows have reduced vulnerabilities in some jurisdictions.
- Asset managers and other nonbank financial institutions:
  - Insurance sector vulnerabilities intensified in many jurisdictions (particularly the United States and the euro area), driven by deterioration in credit and leverage indicators.
  - Outside insurers, vulnerabilities have generally decreased.
  - Asset managers: decline in leverage and credit exposures led to marginal improvements in most advanced and other emerging market economies.
  - Chinese entities: vulnerabilities remain elevated due to rising maturity mismatches and financial interconnectedness with banks; recent Evergrande market reverberations highlighted such vulnerabilities.
  - Euro area: improvements at other financial institutions due to lower interconnectedness risks and reduced liquidity and maturity mismatches.

### Box 1.2 — Challenges for life insurers and yield scenarios
- Market role:
  - Insurance industry holds about 20 percent of outstanding global bonds and about 30 percent of outstanding global corporate bonds.
  - Life insurers represent a critical source of demand for long-maturity bonds given long-dated liabilities; life insurers account for almost half of global insurance premiums.
- Key balance-sheet features and trends:
  - Life insurers face elevated asset-liability-duration mismatches in some jurisdictions.
  - Spreads of investment yields to guaranteed policy returns remain negative and at historically wide levels despite reductions in average guaranteed policy returns in recent years.
  - US and European life insurers increased share of lower-quality bond investments; in Japan, life insurers increased share of higher-yielding foreign investments.
- Sensitivity to yield increases and corporate stress:
  - A gradual yield increase would help mitigate long-term challenges by reducing duration mismatches and negative spreads.
  - A rapid and disorderly increase in bond yields—especially if coupled with wider corporate bond spreads—could hurt life insurers significantly.
  - Life insurers with longer durations and greater shares of riskier corporate bonds would be hit hardest by a sudden increase in yields.
  - US and UK life insurers are particularly sensitive: estimated losses exceed 30 percent of their assets in the worst-case yield increase and wider corporate spread scenario, versus less than 10 percent in the more modest yield increase scenario.
- Policyholder surrenders and market impact:
  - Most life insurance policies have protections (exit penalties, accumulated bonuses embedded in guarantees, tax disincentives), making a sharp increase in surrenders unlikely in most scenarios.
  - A scenario of bond yields increasing 200 basis points or more could be associated with a significant increase in lapse rates as policyholders may surrender policies for new products offering higher yields.
  - EIOPA estimate: surrender volumes could increase to €372 billion in Europe in its most stressed scenario, generating a shortfall of about €340 billion, which could be covered through asset sales.
  - Assuming similar lapse rates in the United States: surrenders could amount to over $550 billion in the United States, about $1 trillion in combined surrenders.
  - While combined surrenders would be less than 2 percent of the total market value of US and European fixed-income markets, their impact could be significant if coinciding with selling pressure from other investors in a stressed scenario.
- Simulation scenarios applied to aggregate life-insurer balance sheets (Europe and United States as of December 2020; Japan as of February 2021):
  - Benign yield increase scenario shocks:
    - Equity: −5 percent
    - Real estate: −2 percent
    - All sovereign and corporate bond yields: +100 basis points regardless of credit rating
  - Yield increase and corporate stress scenario shocks:
    - Equity: −10 percent
    - Real estate: −6 percent
    - Sovereign bond yields: AAA-A (+100 basis points), BBB (+150 basis points), <BBB (+200 basis points)
    - Corporate bond yields: AAA-A (+150 basis points), BBB (+250 basis points), <BBB (+300 basis points)
  - Elevated yield increase and corporate stress scenario shocks:
    - Equity: −20 percent
    - Real estate: −10 percent
    - Sovereign bond yields: AAA-A (+200 basis points), BBB (+250 basis points), <BBB (+300 basis points)
    - Corporate bond yields: AAA-A (+250 basis points), BBB (+350 basis points), <BBB (+400 basis points)
  - Note: Derivative positions and loss absorption by policyholders and by taxes and regulatory adjustments are not taken into account; results are upper-bound impacts.
  - Context: EIOPA’s 2018 yield-curve-up scenario applied shocks close to the elevated yield increase and corporate stress scenario (examples include +175 basis points in 10-year US Treasury yields, +222 basis points in 10-year Spanish government bond yields, 40 percent drop in equities, and large increases in US AA-rated corporate bond spreads).

### Box 1.3 — Performance of fintech lenders during the COVID-19 crisis
- Fintech lending role and types:
  - Fintech banks: provide online and mobile banking services (account opening, transfers, loans).
  - Fintech nonbanks: provide payment platforms and secured/unsecured small loans to consumers and SMEs.
  - Study sample: 20 economies covering 2013:Q1–2021:Q1; four lender categories considered (traditional banks, traditional nonbanks, fintech banks, fintech nonbanks).
- Growth trends (2013–19):
  - Fintech lending growth: about 60 percent for fintech banks and 125 percent for fintech nonbanks over 2013–19.
  - Traditional institutions: assets increased by 39 percent for traditional banks and 50 percent for traditional nonbanks over the same period.
- Asset quality during the pandemic:
  - Nonperforming asset ratio of fintech banks has generally been lower than that of traditional banks.
  - Nonperforming asset ratio of fintech nonbanks has been significantly higher than that of traditional nonbanks.
- Methodology notes:
  - Classification of fintech entities based on S&P Capital IQ labels, corporate descriptions, branch count (<3), and establishment after 1995; subsidiaries/parents/alliances/suppliers meeting criteria also classified as fintech.
  - Regression controls: ratio of COVID-19 infection cases to population, lagged GDP growth, total capital ratio, log of total assets, quarter dummies, fintech dummies.
  - Sample comprises 13 advanced economies (CAN, DEU, ESP, FRA, GBR, HKG, ITA, JPN, KOR, NZL, SGP, SWE, USA) and seven emerging market economies (ARG, BRA, CHN, IDN, MEX, RUS, ZAF).

*International Monetary Fund | October 2021 — CHAPTER 1 GLOBAL FINANCIAL STABILITY OVERVIEw: A DELICATE BALANCING ACT*

### Box 1.3. Fintech Lending: Lessons Learned from the COVID-19 Crisis

### Box 1.3. Fintech Lending: Lessons Learned from the COVID-19 Crisis

### Asset growth and asset quality during the COVID-19 crisis
- Assets for fintech banks increased by 18 percent over 2019–20.
- Assets for fintech nonbanks increased by 7 percent over 2019–20.
- Fintech lenders outpaced traditional lenders in asset growth over 2019–20.
- The nonperforming asset rate of fintech lenders increased during the pandemic, while that of traditional lenders stayed broadly constant.

### Possible drivers of fintech expansion and worsening asset quality
- Containment measures implemented in response to the pandemic likely prompted a shift in economic activities from physical to digital, increasing demand for fintech credit.
- The severe economic downturn hit retail borrowers and small and medium-sized enterprises particularly hard, which may have:
  - Impacted their ability to access credit from traditional banks.
  - Induced them to shift to fintech lenders.
- These shifts could explain both the expansion in fintech credit and the deterioration in fintech asset quality.

### Empirical evidence
- A simple regression analysis shows that an increase in COVID-19 infection cases (a proxy for the stringency of containment measures) is associated with:
  - Higher asset growth of fintech nonbanks.
  - A decline in their return on assets.

### Policy implications and recommendations
- Fintech lending can be a useful resource to reach a broader range of borrowers.
- However, fintech lending could also undermine financial system stability because the borrower base of such creditors could be weak.
- National authorities should closely monitor:
  - The activity of fintech lenders.
  - Risk management practices of fintech lenders.
- The objective of supervision should be to strike the right balance between financial inclusiveness and financial stability.

*Box authors: Henry Hoyle, Phakawa Jeasakul, and Hong Xiao.*

### CHAPTER 2 THE CRYPTO ECOSYSTEM AND FINANCIAL STABILITY CHALLENGES

### CHAPTER 2 THE CRYPTO ECOSYSTEM AND FINANCIAL STABILITY CHALLENGES

### Market developments and key metrics
- Market capitalization
  - Market capitalization has grown by a factor of 10 and is now comparable to some established asset classes (for example US high-yield bonds).
  - The market value of the ecosystem increased dramatically in 2021 and expanded beyond Bitcoin.
  - The market cap of stablecoins has quadrupled in 2021 while Tether’s dominance has declined.
  - More than 16,000 tokens have been listed on various exchanges over time, but around 9,000 exist today.
- Returns and volatility
  - Risk-adjusted returns of non-stablecoin crypto assets are comparable to other mainstream benchmarks (Sharpe ratios calculated on a rolling 12-month basis and annualized).
  - Highly speculative investments, such as meme tokens, experienced large volatility in 2021, even when compared with Bitcoin.
- Trading, leverage, and liquidations
  - The April/May 2021 sell-off was accompanied by a sharp unwinding of leveraged positions from all-time highs.
  - Automatic liquidations of leveraged positions coincided with major exchange outages (example: May 19 outages attributed to “network congestion”).
  - Leverage offered in crypto exchanges has been as high as 125 times the initial investment.
  - Trading volumes of stablecoins, Ether, and other smart contracts rose rapidly in 2021.
- Decentralized finance (DeFi)
  - The collateral “locked” in decentralized finance has risen sharply, led by decentralized exchanges and credit platforms.
  - Most of DeFi is built on the Ethereum blockchain and uses Ethereum-based tokens, including stablecoins.
  - DeFi users, for now, are primarily institutional players from advanced economies; adoption among retail users and emerging market and developing economies is lagging.
  - DeFi platforms have been offering attractive but volatile interest rates to users.
  - DeFi has been the victim of hacking and scams (example: record $0.6 billion hack of Polychain in August).
- Concentration
  - Binance handles more than half of trading volumes.
  - Tether has issued more than half the supply of stablecoins.

### Financial stability implications and evolving transmission channels
- Channels identified by the Financial Stability Board in October 2018 that could change materiality include:
  - Risks from the size of market capitalization.
  - Investor confidence effects.
  - Risks arising from direct and indirect exposures of financial institutions.
  - Risks from the use of crypto assets for payments and settlements.
- Changes since 2018
  - Some channels have grown notably and new sources of risk (stablecoins and DeFi) have emerged.
  - Episodes of loss of confidence in crypto assets so far have had limited spillovers to broader markets despite large fluctuations in crypto asset valuations.
  - Confidence effects from failures of crypto asset providers have been limited so far, but their importance is rising as trading volumes in some countries’ exchanges have increased dramatically and, in some cases, are comparable to domestic stock exchange volumes.
  - Exposures to crypto assets in the banking system are growing, albeit from a low base; exposures appear to be growing faster among some nonbank institutions, most notably hedge funds.
    - Examples: Coinbase reported that 10 percent of the 100 largest hedge funds were using their platform as of 2021:Q2; a Goldman Sachs (2021) survey shows that 15 percent of family offices have exposures to crypto assets, and close to half are potentially interested in initiating exposures.
  - The use of crypto assets for payments and settlements is still limited, with some exceptions; this channel can accelerate rapidly given recent integration by several global payment companies, in particular with stablecoins.
- Overall assessment
  - Innovations can create tangible benefits, but risks should be kept in check.
  - At a global level, financial stability risks appear contained for now, but the macro-criticality of crypto assets, and in particular stablecoins, can be significantly higher for some emerging market and developing economies where adoption has progressed fast.
  - A widely used stablecoin or DeFi service with reach across multiple jurisdictions could scale up quickly and become systemically important.

### Crypto ecosystem challenges (operational, integrity, data, cross-border)
- Operational, cyber, and governance risks
  - Operational risks can result in significant downtime, preventing use of services and causing large losses of customer funds.
  - Cyber risks include high-profile hacking-related thefts of customer funds; attacks occur on centralized elements (wallets, exchanges) and can also arise on consensus algorithms.
  - Governance risks include lack of transparency around issuance and distribution of crypto assets and have resulted in investor losses.
  - Examples: Coincheck (Japan, 2018), KuCoin (Singapore, 2019), temporary closure of Philippines Digital Asset Exchange (2021), collapse of exchanges in Turkey (Thodex, Vebitcoin) in 2021, and flawed collateral management at Bitmex in 2020.
- Market integrity and consumer protection
  - The ecosystem is exposed to consumer fraud and market integrity risks; most crypto assets are highly volatile and speculative.
  - Meme tokens were created for speculation and their price was highly influenced by social media trends.
  - Investors are likely to face losses from tokens ceasing to exist.
  - DeFi products can be more complex and less transparent, with large technological and governance risks arising from faulty computer code; lack of central intermediaries complicates monitoring and regulation.
- Data availability and reliability
  - The anonymity of crypto assets and limited global standards create significant data gaps for regulators.
  - On-chain transaction tracing is possible, but authorities may not be able to identify parties to transactions; privacy tokens are an exception that conceal transaction data.
  - Public data sharing by crypto asset providers is mostly voluntary and lacking standardization; self-reported exchange data vary widely and create incentives to manipulate reported volumes.
  - On-chain analytics firms have focused on detecting illicit activities rather than providing macro-relevant metrics; estimating P2P activity shows large variation (one data company estimated 80 percent of the dollar value of Bitcoin transactions in 2020 occurred without a crypto asset provider, another estimated 3 percent).
  - FATF obligations exist but implementation is at an early stage, with notable delays in key areas such as the “travel rule.”
- Cross-border activities and regulatory arbitrage
  - Crypto asset providers operate and market services across multiple jurisdictions and are often headquartered in jurisdictions with favorable regulatory, tax, and legal frameworks.
  - Most transactions on crypto exchanges take place through entities that operate primarily in offshore financial centers.
  - Many countries lack conduct or prudential regulations encompassing crypto asset service providers; where registration exists, scope is frequently limited to AML/CFT.
  - Absence of effective supervision and regulatory frameworks can create regulatory arbitrage and curtail enforcement; users can access global exchanges or wallets lacking domestic banking relationships.
  - Some jurisdictions (example: Malaysia, Nigeria, Turkey) recently imposed restrictions on payments and/or transactions through global exchanges (example: Binance), but such actions cannot prevent on-chain transactions (for example P2P transfers or decentralized exchanges).

### Stablecoin-specific issues
- Diversity and classification
  - The term “stablecoin” captures a diverse set of crypto assets; all aim to anchor value to a specific asset (typically the US dollar) or a group of assets, but differ by collateral type and stabilization mechanism.
  - Three broad categories:
    - Cash-based: Fully backed by cash or liquid and safe assets (such as bank deposits and US government bills). Redeemable by issuer at face value. Reserves normally maintained by regulated entities and may provide higher transparency and segregation.
    - Asset-based: Fully backed by noncash equivalent assets (for example, corporate bonds, commercial paper, or commodities) and cash. Similar to money market funds prior to post-crisis reforms; issuers may be able to defer redemption or impose fees during stress.
    - Crypto-asset-based: Backed by other crypto assets (example: DAI, collateralized by Ether, Bitcoin, USD Coin). Often decentralized, noncustodial; includes “algorithmic” (noncollateralized) stablecoins that maintain peg via supply adjustments.
- Market dynamics and risks
  - The market cap of stablecoins has quadrupled in 2021.
  - Stablecoins are a driver of ecosystem growth and warrant close attention; a widely used stablecoin with cross-jurisdiction reach could become systemically important quickly.
  - Stablecoins can be vehicles for money laundering and terrorism financing.
- Regulation and supervisory status
  - Regulation varies substantially across jurisdictions, creating concerns about regulatory gaps, inconsistent treatment, and regulatory arbitrage.
  - Three regulatory categories:
    - Comprehensively regulated: Currently, no stablecoin arrangement fully meets this status.
    - Partially regulated by existing regimes: Elements of stablecoin arrangements (for example, reserve managers) are regulated for conduct and prudential purposes or for limited purposes (for example, AML/CFT).
    - (Implied) Unregulated or lightly regulated arrangements where gaps remain, increasing potential risks.

### Table 2.1: Financial Stability Challenges (summary of themes)
- Crypto ecosystem:
  - Operational, cyber, and governance risks
  - Integrity (market and AML/CFT)
  - Data availability/reliability
  - Challenges from cross-border activities
- Stablecoins:
  - How stable are stablecoins?
  - Domestic and global regulatory and supervisory approaches
- Macro-Financial:
  - Cryptoization, capital flows, and restrictions
  - Monetary policy transmission
  - Bank disintermediation

*Source: IMF staff; extracted from CHAPTER 2 THE CRYPTO ECOSYSTEM AND FINANCIAL STABILITY CHALLENGES (text - CHAPTER 2 THE CRYPTO ECOSYSTEM AND FINANCIAL STABILITY CHALLENGES).*

### 1. Reserves of Top Stablecoins

### 1. Reserves of Top Stablecoins

### Reserve composition and sizes
- Panel headline figures: $6 bn; $12 bn; $27 bn; $63 bn.
- Reserve data timing:
  - Tether: as of June 2021.
  - USD Coin: as of August 2021.
  - Binance USD: as of July 2021.
  - DAI: as of August 2021.
- Collateralization and reserve composition notes:
  - DAI collateralization was more than 200 percent.
  - Other stablecoins had assets whose value was at least equal to their outstanding issuance.
  - USD Coin consolidates cash and cash equivalents in its disclosure (accounting for about 60 percent of reserves), with cash equivalents defined as securities with an original maturity less than or equal to 90 days.
  - Circle announced that, as of September 2021, 100 percent of USD Coin reserves would be moved to cash and cash equivalents.
  - Binance USD is issued in collaboration with Paxos, with 4 percent of its reserves in Pax Dollar (USDP), a separate native stablecoin of Paxos with under $1 billion in outstanding supply, itself secured by Treasury securities and Federal Deposit Insurance Corporation–insured bank deposits.
  - Tether disclosure indicates only one-third of its reserves are backed by cash and Treasury bills; about half is invested in commercial paper.

### Algorithmic stablecoin failure example
- An algorithmic stablecoin experienced a “bank run” in June 2021 as part of its collateral collapsed in value.
- IRON/TITAN episode specifics:
  - 25 percent of IRON’s collateral involved native token TITAN.
  - The algorithm failed to stabilize TITAN’s price and it collapsed to 0.

### Disclosure, regulation, and institutional coverage
- Disclosure gaps:
  - Many stablecoins suffer from poor disclosure; improvements are occurring but substantial upgrades are needed to meet commercial bank and money market fund disclosure standards.
  - Tether has disclosed the composition of its reserve assets, but such disclosure is not yet audited by independent accountants; missing information includes domicile, denomination of currencies, and sector of commercial paper holdings.
- Regulatory coverage:
  - Some stablecoin issuers (for example, trust companies and money transmitters) have been licensed and regulated by existing regulatory frameworks in the United States; regulators may be able to access information but regulatory tools may be limited and unable to address all risks.
  - Some exchanges and wallet providers that support stablecoins may fall only under AML/CFT requirements.
  - Some reserve managers and custodians may be regulated entities.
  - Nonregulated category: No prudential or conduct regulation of stablecoin arrangements. Many stablecoins currently fall into this category. Some US dollar stablecoin issuers headquartered offshore and operating through offshore banks are nonregulated.

### Run, contagion, and market risks
- Run risk drivers:
  - Doubts about redeemability at a 1:1 peg due to reserve value or speed of reserve liquidation.
  - Runs can be triggered by collateral value collapses (example: IRON/TITAN in June 2021).
- Potential contagion channels:
  - Fire sales of assets that back stablecoins with repercussions for large banks.
  - Investor runs in one country can lead to cross-border spillovers if large global crypto exchanges are involved.
  - Concentrated ownership of stablecoins by market makers could trigger wider contagion.
- Specific asset-liquidity concerns:
  - Run risks could trigger a fire sale of commercial paper.
  - In many jurisdictions, including the United States, the liquidity of commercial paper is worse than that of other short-term assets, such as government bills, especially during periods of market stress (as seen during the COVID-19 sell-off in 2020).
  - Contagion risk is higher where reserve assets are concentrated in particular issuers or sectors — currently might be Tether-specific given its size and types of holdings, but could evolve for other stablecoins.

### Cross-border and market-structure implications
- Market makers and triangular arbitrage:
  - Natural imbalances over 24/7 trading can require market makers to provide liquidity by trading more liquid pairs (for example, US dollar–Bitcoin and US dollar–local currency) to price less liquid pairs (local currency–Bitcoin).
  - Institutional participants with access to larger pools of liquidity can act as gateways converting domestic crypto demand to capital outflows through the exchange rate market.
- Policy friction and spillovers:
  - Concentrated reserve holdings and runs can produce cross-border spillovers through global exchanges.
  - Crypto-exchange trading against some EMDE currencies showed sharp rises in 2021, which may have been sources of spillovers leading to restrictions imposed by authorities.

### Policy measures and effectiveness
- Regulatory and disclosure needs:
  - Substantial upgrades in disclosure standards for stablecoin issuers to reach the level of commercial banks and money market funds.
  - Clarification and expansion of regulatory tools where existing frameworks leave gaps.
- Measures to ring-fence FX and capital flow effects:
  - Capital flow management measures and crypto-asset–specific measures can create market segmentation and be somewhat effective at ring-fencing the impact of rising crypto asset demand in the foreign exchange market.
  - Example: Korea experienced Bitcoin premia as high as 50 percent in 2018 due to strong domestic demand and restrictions that limited arbitrage.
  - However, restrictions on crypto trading may trigger leakages as trading moves to peer-to-peer and less visible channels.

*Source: IMF staff, Chapter 2 — The Crypto Ecosystem and Financial Stability Challenges (figures and notes as cited).*

### CHAPTER 2 THE CRYPTO ECOSYSTEM AND FINANCIAL STABILITY CHALLENGES

### CHAPTER 2 THE CRYPTO ECOSYSTEM AND FINANCIAL STABILITY CHALLENGES

### Energy use and mining-related capital flows
- Energy consumption:
  - Mining in the Bitcoin network consumes about 0.36 percent of the world’s electricity—comparable to the consumption of Belgium or Chile.
  - Large migration of mining activity can lead to a significant rise in domestic energy use, especially in countries that subsidize energy costs.
  - Future generations of Ethereum and other smart blockchains are expected to consume much less energy than Bitcoin.
- Capital flows:
  - Miners are rewarded on-chain in the form of crypto assets.
  - The value of mining revenues in 2021 has exceeded $1 billion a month, on average, for each of the Bitcoin and Ethereum blockchains.
  - Mining revenue can potentially be used to circumvent capital flow restrictions and international financial sanctions because main operating costs (for example, electricity) are normally paid domestically in local currency while revenues are paid on-chain in crypto assets.

### Banking sector risks and competition from crypto
- Stablecoins and other crypto holdings can become substitutes for domestic bank deposits or loans.
- Stronger competition for bank deposits through stablecoins held on crypto exchanges or private wallets may push local banks toward less stable and more expensive funding sources to maintain similar levels of loan growth.
- Beyond direct loss in net interest income, loss of customer relationships and transaction data would undermine credit risk assessment and banks’ ability to offer targeted client products.

### Standards, supervision, and data (policy recommendations)
- National regulators should prioritize the implementation of complete global standards applicable to crypto assets.
  - Existing applicable standards include AML/CFT (FATF) and BCBS proposals on bank exposures to crypto assets; IOSCO and CPMI/PFMI standards provide groundwork for regulation and supervision.
  - If crypto exchanges deal with tokens that meet the definition of securities, those entities should be subject to existing international standards for securities intermediaries.
- Regulators need to control crypto-related risks, especially in areas of systemic importance (wallets, exchanges, and financial institutions’ exposures).
- Coordination among national regulators is key for effective enforcement and less regulatory arbitrage.
  - Some authorities have banned unregulated crypto asset activities; bans can reduce business of exchanges but alternative trading means persist—cross-border coordination enhances enforcement effectiveness.
- Regulators should address data gaps and monitor the crypto ecosystem for better policy decisions.
  - Swiftly tackling data gaps is central to inform policy decisions.
  - An international agreement on common minimum principles for data and a globally consistent taxonomy is recommended.
  - There is scope for international coordination on compilation and sharing of data sources from private companies for regulatory and public policy purposes.
- Interim measures:
  - Use existing tools and international standards where formal standards are not yet developed.
  - Implement flexible frameworks to be adjusted with forthcoming international standards.
  - Take interim actions such as clear consumer warnings and investor education programs, especially in fast-adopting emerging market and developing economies.

### Stablecoin-specific risks and recommendations
- Regulations should be proportionate to the risk and in line with those of global stablecoins; follow Financial Stability Board high-level recommendations and the principle “same business, same risk, same rules.”
- Priority actions for widely used stablecoins:
  - Ensure effective risk management frameworks addressing credit and liquidity risks, operational, AML/CFT, and cyber risks.
  - Enhanced disclosure requirements.
  - Independent audit of reserves.
  - Fit and proper rules for network administrators and issuers.
  - Enhanced operational and cyber resilience rules to reflect increased reliance on digital platforms and distributed ledger technology.
- Where stablecoins generate systemic risk, regulatory obligations should align with traditional entities providing similar products (for example, bank deposits, digital payments, money market funds).
- Coordination is needed to implement recommendations in areas of acute risk; cooperation agreements between authorities should consider various country-specific risks.
- Certain US dollar–linked stablecoins seek to base operations in chartered banks in the United States; meeting banking license requirements would resolve many regulatory challenges.

### Managing macro-financial risks in emerging market and developing economies
- Reversing or averting dollarization requires strong macroeconomic policies but may not be sufficient on their own.
  - Crypto assets do not change underlying economic forces behind international use of currencies or dollarization, but the crypto ecosystem—especially stablecoins—could reinforce incentives for currency and asset substitution.
  - Tolerance for policy missteps is greatly reduced.
- Policies to fend off dollarization include:
  - Strengthening monetary policy credibility.
  - Safeguarding central bank independence.
  - Maintaining a sound fiscal position.
  - Effective legal and regulatory measures to disincentivize foreign currency use.
  - Implementation of central bank digital currencies (CBDCs) may help reduce dollarization if they satisfy needs for better payment technologies.
- Capital flow restrictions and enforcement:
  - The design of capital flow restrictions in a digital world needs reconsideration, including via stablecoin regulations.
  - Applying established regulatory tools to manage capital flows may be more challenging when value is transmitted on new platforms not bound by existing measures.
  - Cross-border collaboration and cooperation are needed to address technological, legal, regulatory, and supervisory challenges.
  - Host authorities where stablecoins are widely used should establish close coordination mechanisms with home regulators where stablecoin reserves are managed.

### Table 2.3 — Main policy recommendations (summary)
- Standards, Supervision, and Data:
  - National regulators should prioritize the implementation of global standards applicable to crypto assets.
  - Regulators need to control the risks of crypto assets, especially in areas of systemic importance.
  - Coordination among national regulators is key for effective enforcement and less regulatory arbitrage.
  - Regulators should address data gaps and monitor the crypto ecosystem for better policy decisions.
- Stablecoins:
  - Regulations should be proportionate to the risk and in line with those of global stablecoins.
  - Coordination is needed to implement recommendations in areas of acute risk; enhanced disclosure, independent audit of reserves, fit and proper rules for network administrators and issuers; and more.
- Managing Macro-financial Risks:
  - Enact de-dollarization policies, including enhancing monetary policy credibility; a sound fiscal position; effective legal and regulatory measures; and the implementation of central bank digital currencies.
  - Capital flow restrictions need to be reconsidered with respect to their effectiveness, supervision, and enforcement.

*Source: IMF staff compilation.*

### Chapter 3 at a Glance

### Chapter 3 at a Glance

### Key Findings
- The sustainable investment fund sector can be an important driver of the global transition to a green economy but, at the current juncture, is too limited in size and scope to have a major impact and faces challenges related to greenwashing.
- Total assets under management of sustainable investment funds reached $3.6 trillion in 2020, having more than doubled over the past four years. Climate-oriented funds accounted for $130 billion of that total.
- Flows into sustainable funds appear to support climate stewardship and encourage the issuance of securities by firms with a more favorable sustainability rating.
- Sustainable investors could bring financial stability benefits as they are less sensitive to short-term returns.
- Climate-related news has not had a meaningful impact on investment fund returns and flows in the past, but large and sudden transition risk shocks could be disruptive in the future.
- A survey of asset managers suggests that lack of adequate data is a key obstacle to implementing sustainable investment strategies.

### Context and Urgency
- COP26 presents a pivotal opportunity to accelerate the transition to a low-greenhouse-gas economy to avoid catastrophic climate change.
- To limit global warming to well below 2°C by 2100 requires a global transition over the next three decades.
- Achieving net-zero carbon emissions by 2050 will require additional global investments in the range of 0.6 to 1 percent of annual global GDP over the next two decades, amounting to a cumulative $12 trillion to $20 trillion.
- Renewables and other clean technologies have seen declining costs, increasing their competitiveness; a growing number of governments have committed to net-zero domestic greenhouse gas emissions by midcentury.

### Role of the Investment Fund Sector
- The investment fund sector has grown significantly since the global financial crisis and represents about one-third of the assets held by the nonbank financial institution sector.
- Sustainable finance in the investment fund sector is driven by investors seeking to “do well” (financial objective) and/or to “do good” (sustainability objective).
- Investment funds can support the transition through:
  - Channeling capital: Investor portfolio decisions create inflows into sustainable funds that increase the supply of capital to transition-aligned firms, reducing their cost of capital and encouraging emissions-reducing investments.
  - Stewardship: Proxy voting and shareholder engagement can influence firms’ strategies toward more sustainable business models.

### Structural Vulnerabilities and Transition Risk
- Investment funds’ exposures to sectors most sensitive to the transition—fossil fuels, utilities, energy-intensive manufacturing, and transportation—are significant.
- A large and unforeseen transition shock (for example, a delayed and abrupt tightening in carbon policy) could trigger a large repricing of affected assets, leading to outflows from funds, runs, fire sales, and macro-financial spillovers.
- Structural vulnerabilities in the investment fund sector that could amplify shocks include liquidity mismatches between funds’ asset holdings and redemption features, credit exposure, and use of financial leverage.

### Empirical Coverage and Sample Facts
- Empirical analysis uses a sample of more than 54,000 open-end funds (mostly equity, fixed-income, and allocation funds) covering 2010:Q1–20:Q4.
- As of the end of 2020, 36,500 funds were still active and totaled $49 trillion in assets under management.
- At the end of 2020, the shares of fund types in the sample were: equity funds 39.2 percent, fixed-income funds 27.6 percent, allocation funds 19 percent.
- In regression analyses, funds are included only if assets under management exceeded $500 million at least once over the entire sample period.
- As of September 1, 2021, year-to-date aggregate climate bond issuance amounted to $258.8 billion.

### Empirical Objectives and Methods
- Assess how the investment fund sector supports the transition by examining:
  - Evolution of the sustainable fund segment and funds’ exposure to the transition.
  - Importance of sustainability labels in attracting fund flows.
  - Role of sustainable funds in climate stewardship and in encouraging issuance by more environmentally friendly firms.
- Evaluate risks to the investment fund sector from the transition by examining:
  - Whether past climate-related news affected fund flows, performance, and portfolio composition.
  - Whether the size of liquidity buffers is related to funds’ exposure to the transition.
  - Whether sustainable investors reduce financial stability risks owing to lower sensitivity to short-term returns.

### Policy Recommendations
- Urgently strengthen the global climate information architecture for firms and investment funds, including:
  - Data.
  - Disclosures.
  - Sustainable finance classifications, including climate taxonomies.
- Ensure proper regulatory oversight to prevent greenwashing.
- After those elements are in place, consider tools to channel savings toward transition-enhancing funds (for example, financial incentives for investments in climate-oriented funds) to complement other climate-mitigation measures such as a carbon tax.
- To mitigate potential financial stability risks stemming from the transition:
  - Implement a climate policy consistent with an orderly transition.
  - Conduct scenario analysis and stress testing of the investment fund sector.

*Source: Chapter 3, "Investment Funds: Fostering the Transition to a Green Economy", Global Financial Stability Report — October 2021.*

### CHAPTER 3 INVESTMENT FUNDS: FOSTERING THE TRANSITION TO A GREEN ECONOMY

### CHAPTER 3 INVESTMENT FUNDS: FOSTERING THE TRANSITION TO A GREEN ECONOMY

### Sustainable investment funds: market size and recent growth
- Sample: more than 36,500 funds active as of the end of 2020.
- Number of funds with a sustainability label in the sample: about 4,000.
  - Of these, about 980 had an environment theme.
  - A little more than 200 had a climate-specific theme.
- Total assets under management (AUM) of the sample as of the end of 2020: about $49 trillion.
  - Sustainable funds (including climate-specific): about $3.6 trillion.
  - Funds with a specific climate focus: $130 billion.
- Net flows into sustainable funds (percent of lagged assets under management):
  - Moved broadly at the same pace as conventional funds during 2010–19.
  - Increased notably in 2020, to about 5 percent of lagged assets under management in the fourth quarter of 2020.
- Net flows into climate-labeled funds:
  - Rose significantly, remaining above net flows into conventional funds since 2017.
  - Surged by 48 percent of assets under management over the four quarters of 2020.
- Fees and structure:
  - The share of passive funds was higher for funds with a climate focus (22 percent) compared with conventional funds and other sustainable funds (about 13 percent).
  - Fees of sustainable funds were slightly higher than those of their conventional peers.

### Adoption of ESG practices and industry signatories
- Conventional funds increasingly incorporate environmental, social, and governance (ESG) considerations into investment processes, negative screening, and stewardship.
- Number of signatories to the Principles for Responsible Investment:
  - About 1,400 in 2015.
  - More than 3,000 in 2020.
- Data coverage and quality:
  - Only about 55 percent of the equity funds in the sample have sufficient ESG data to be included in the chapter’s quantitative analysis.
  - ESG and environmental pillar scores differ across data providers; environmental pillar scores are less divergent.
  - Climate-related firm-level data gaps include poor coverage of Scope 3 emissions.

### Transition-related metrics: construction and patterns
- Two key fund-level scores constructed:
  - Transition-opportunity score:
    - Composite measure based on metrics underlying the environmental pillar (for example, carbon-reduction policies and systems, development of renewable-energy-related products/technologies, environmental R&D, public commitment to divest from fossil fuels).
    - Constructed from Refinitiv’s firm-level environmental innovation score (combined with portfolio holdings from FactSet) and Morningstar’s fund-level carbon management score.
    - Higher score implies the fund’s relative financial performance will likely benefit from a faster transition.
  - Carbon-intensity score:
    - Measures firms’ Scope 1 and Scope 2 greenhouse gas emissions relative to revenue (tons of CO2-equivalent per million US dollars of revenue).
    - Higher score implies the fund is more likely to be hurt by a quicker transition to a low-carbon economy.
- Coverage caveats:
  - Emerging market fund statistics should be interpreted with caution: the sample is unbalanced and the number of funds with data on transition-opportunity scores and carbon intensity is small (increased from about 40 funds in 2017 to about 500 by the end of 2020).
  - Aggregate changes in portfolio scores are driven predominantly by funds’ portfolio allocations and to a lesser extent by changes in firms’ scores.
- Observed trends:
  - In the global investment fund sector, transition opportunities have remained stable while carbon intensities have gradually declined.
  - For funds domiciled in advanced economies, transition opportunities remained broadly stable and carbon intensities declined only slightly.
  - For emerging market domiciled funds, scores were more volatile but show converging trends toward advanced economy counterparts with respect to carbon intensity.

### How climate- and sustainable-labeled funds differ in portfolio exposure
- Average fund-level comparisons (2020:Q4):
  - Transition-opportunity score distribution:
    - Conventional funds: Mean = 31.4.
    - Climate-labeled funds: Mean = 38.6.
  - Carbon-intensity score distribution (tons of CO2-equivalent per million US dollars of revenue):
    - Conventional funds: Mean = 238.
    - Climate-labeled funds: Mean = 335.
- Industry composition (asset-weighted averages, 2020:Q4):
  - Climate-themed funds have substantially larger exposure to transition-sensitive sectors than conventional funds, including: utilities, manufacturing, transportation, waste management, construction, and fossil fuels.
  - Sustainable-labeled funds (broader than climate label) on average hold fewer assets with high carbon intensities than conventional funds, though their transition-opportunity scores are not substantially higher.
- Interpretation:
  - Climate-focused funds’ higher carbon intensity may reflect investments in firms more likely to reduce emissions substantially during the transition or to enable emissions reductions elsewhere in the economy (for example, firms developing carbon solutions).

### Fund labels, investor flows, and stewardship
- Labels as flow drivers:
  - Fund labels are a salient summary of investment strategy and engagement approach and are an important driver of fund flows, even after controlling for portfolio transition-opportunity score, carbon intensity, ESG score, past returns, and asset class.
  - The importance of sustainability labels for attracting flows has increased over time.
- Policy tools and regulatory oversight:
  - Sustainable finance classifications and taxonomies can help align investments with climate goals by guiding firm behavior and facilitating investor assessment of firms’ transition pathways.
  - Proper regulatory oversight is needed to prevent greenwashing and to ensure labels fairly represent funds’ investment objectives.
  - Example regulatory action: the European Union’s Sustainable Finance Disclosure Regulation went into effect in March 2021 and requires ESG disclosures of certain financial market participants.
- Stewardship and shareholder resolutions:
  - Climate-related shareholder resolutions (for example, on emission-reduction targets or climate-related disclosures) can drive corporate behavior.
  - Support for climate-related shareholder resolutions has trended up over time.
  - Support for such resolutions has been significantly greater for sustainable and climate funds than for conventional funds.
  - Funds with a “sustainable” label, especially with an “environmental” label, are more likely to support a climate resolution.
  - Portfolio-level transition scores do not appear to be a good indicator of funds’ voting behavior on climate resolutions, suggesting that a sole focus on portfolio composition may miss stewardship activity.

### Policy implications and potential roles for funds
- Investment funds can help facilitate the transition by:
  - Attracting capital to transition-sensitive sectors through labeling and classification systems.
  - Utilizing stewardship and voting to influence corporate climate-related policies and disclosures.
- Key policy considerations:
  - Improve ESG and climate-related data coverage and comparability (including Scope 3 emissions) to better measure risks, opportunities, and impact.
  - Implement and enforce disclosure and classification standards to limit greenwashing (for example, rules similar to the European Union’s Sustainable Finance Disclosure Regulation).
  - Recognize that labels and stewardship activity both matter: policies should address both portfolio allocation incentives and engagement/transparency incentives.

*Italicized source: CHAPTER 3 INVESTMENT FUNDS: FOSTERING THE TRANSITION TO A GREEN ECONOMY, Global Financial Stability Report — COVID-19, Crypto, and Climate: Navigating Challenging Transitions (International Monetary Fund | October 2021).*

### 1. Share of Votes in Favor of Climate-Related Resolutions,

### 1. Share of Votes in Favor of Climate-Related Resolutions,

### Voting and Fund Labels
- Sustainable and environment funds support climate-related shareholder resolutions more than their conventional peers.
- Beyond portfolio scores, labels are useful for identifying funds’ climate stewardship.
- Note on statistical presentation: Panel 2 shows impacts of different fund labels and one standard deviation increases in fund portfolio scores on the probability that a fund will vote in support of a climate-related resolution. Estimates are based on regression models that control for the natural logarithm of fund size, fund age, expense ratios, whether a fund is managed passively, region by year fixed effects, and fund category by year fixed effects. Solid bars indicate significance at the 10 percent level or less.
- Data sources reported: Bloomberg Finance L.P.; FactSet; Lipper; Morningstar; Refinitiv; and IMF staff calculations.
- Analysis scope: shareholder resolutions in US publicly traded companies.

### Flows into Sustainable Funds and Corporate Issuance
- Flows into sustainable investment funds increase availability of private capital to firms with a more favorable sustainability rating.
- Sample for securities issuance analysis:
  - Total firms: 6,449
  - Firms that issued equities at least once: 5,446
  - Firms that issued bonds at least once: 3,722
  - Sample period: 2010:Q1–21:Q1
- Methodology note: issuance modeled as a function of flow-driven buying pressure; the measure of flows captures both flows and firm-specific exposures to flows.
- Key empirical findings:
  - Increased net inflows into sustainable funds result in a higher likelihood and an increased amount of bond issuance by "green" firms relative to less green firms.
  - Increased net inflows into sustainable funds result in an increased amount of equity issuance by "green" firms relative to less green firms, though equity issuance may react more slowly (only seasoned equity offerings considered; initial public offerings not considered).
- Definitions used for "green" and "less green" firms:
  - "Green" firms: those in the 75th percentile of the ESG score, E score, transition-opportunity score, and negative carbon intensity.
  - "Less green" firms: those in the 25th percentile of these scores.
- Statistical significance: solid bars and circles indicate statistical significance at the 10 percent level.

### Impact of Climate-Related News on Fund Returns, Flows, and Scores
- Overall finding: Past climate-related news has not had a systematic impact on investment fund returns and flows over the past decade.
- Event identification: nine quarters with heightened attention to climate change were identified; a major event is the Paris Agreement in 2015:Q4.
- Return and flow effects:
  - Difference in impact of climate-related news on quarterly returns between high- and low-score funds: small effects; figure notes that within whisker bars some coefficients are insignificant.
  - Difference in impact on quarterly flows between high- and low-score funds: small effects; several coefficients are insignificant.
  - For the Paris Agreement event, solid bars indicate significance at the 10 percent level or less.
- Fund transition-related scores:
  - Funds’ carbon-intensity scores have not reacted consistently in response to climate-related news.
  - Funds’ transition-opportunity scores have not reacted consistently in response to climate-related news.
  - Example: both carbon-intensity and transition-opportunity scores declined slightly following the Paris Agreement in 2015:Q4, though intuitively the event might have opposite effects on those scores.
- Methodological notes: regressions control for past returns and flows, logarithm of fund size, fund expense ratios, fund age, region-year and fund-type-year fixed effects. Bars depict differential impacts for funds at the 25th and 75th percentiles of the carbon-intensity and transition-opportunity distributions.

### Liquidity Buffers and Cash Holdings
- Relationship between transition-related scores and cash buffers:
  - Fund portfolios with a higher transition-opportunity score are associated with lower cash buffers, particularly if initial buffers exceed the sector median.
  - Funds with a higher level of carbon intensity also appear to hold less cash than those with lower carbon intensity.
- Magnitude example:
  - A fund with a 2.4 percent cash buffer (the mean) will hold 13.5 basis points less cash if its transition-opportunity score increases by one standard deviation.
  - The same fund will reduce its buffer by 7 basis points if its carbon-intensity score increases by one standard deviation.
- Quantile behavior:
  - These effects hold mainly for funds with already-high cash buffers (above the median), suggesting the behavior occurs beyond a certain threshold.
- Cash buffer deciles reported (percent of fund assets):
  - 1st: 0.13
  - 2nd: 0.14
  - 3rd: 0.40
  - 4th: 0.74
  - 5th: 1.16
  - 6th: 1.69
  - 7th: 2.40
  - 8th: 3.41
  - 9th: 5.25

### Financial Stability Considerations
- The transition has not yet been a source of financial instability based on historical evidence to date.
- Sustainable funds appear to attract investors who are less performance-sensitive and not too short-term-oriented:
  - Following lower returns, flows decline, on average, less for sustainable funds than for conventional funds.
  - The lower sensitivity of sustainable investors is more pronounced when funds experience outflows or smaller inflows.
  - Flows to sustainable funds are more persistent than flows to conventional funds, especially for funds experiencing inflows above the median.
- Implication: sustainable funds could be important from a financial stability perspective and act as a source of stable financing for green investments.
- Caveat: a fuller assessment of funds’ ability to withstand transition-related liquidity strains would require comprehensive scenario analysis and stress testing; security-level valuation effects from transition shocks could be potentially large and highly sector- and firm-specific.

### Conclusion and Policy Recommendations
- Summary judgment:
  - The sustainable investment fund sector can be an important driver of the transition to a green economy, supporting pro-transition corporate behavior through stewardship and potentially boosting investment expenditures of firms that could foster the transition.
  - The sector remains small and fund managers face challenges such as data gaps, risk of corporate greenwashing, multiple disclosure standards, and lack of globally accepted taxonomies.
- Recommended elements of a global climate information architecture (policy actions urged):
  - A harmonized and consistent set of climate-related disclosure standards. Progress is in sight in this area (IFRS 2021).
  - High-quality, reliable, and comparable data on climate-related metrics, including forward-looking metrics underpinned by mechanisms such as verification and audits to improve the quality of data. Initiatives are ongoing to fill these data gaps (FSB 2021; NGFS 2021a).
  - Globally agreed-upon principles for sustainable finance classifications (including climate taxonomies) to align investment flows with climate goals. Classifications should be well defined, dynamic, and suitable for adoption across advanced, emerging market, and developing economies.
- Call to action: a decisive global effort is needed to move forward on the architecture to facilitate assessment of transition-related risks and opportunities, prevent greenwashing, and foster climate finance markets.

*GLOBAL FINANCIAL STABILITY REPORT—COVID-19, CRYPTO, AND CLIMATE: NAVIGATING CHALLENGING TRANSITIONS. International Monetary Fund | October 2021.*

### 1. Flow Sensitivity to Lagged Returns

### 1. Flow Sensitivity to Lagged Returns

### Flow-performance relationship and persistence
- Flow sensitivity measures:
  - "Flow Sensitivity to Lagged Returns" (basis points, for 1 percentage point shock to lagged returns; flows are normalized by lagged total net assets).
  - "Flow Persistence" (basis points, for 1 percentage point shock to lagged flows; flows are normalized by lagged total net assets).
  - Solid bars in the figures indicate significance at the 10 percent level or lower.
- Main findings:
  - Flows to sustainable funds are less sensitive to past performance than flows to their conventional peers, especially in funds facing outflows.
  - Flows are persistent for the entire sector, but more so for sustainable funds.
  - The persistence effect is more pronounced for funds facing inflows.

### Empirical approach and data
- Results are based on mean and unconditional quantile panel regressions of fund flows on:
  - a sustainability label dummy,
  - lagged returns and lagged flows,
  - the interaction of these two variables with the sustainability dummy,
  - the logarithm of fund size,
  - fund expense ratio,
  - fund age,
  - region-year and fund-type-year fixed effects.
- Data sources: Morningstar; Refinitiv; and IMF staff calculations.
- Additional robustness tests referenced: Online Annex 3.6.

### Survey evidence on fund managers’ practices (Box 3.1)
- Survey scope and respondents:
  - 26 portfolio managers and representatives,
  - from 11 asset management firms and one asset owner,
  - with more than $16 trillion in combined assets under management,
  - based in Asia, Europe, and the United States.
- Integration and approaches:
  - All surveyed asset managers integrate environmental, social, and governance considerations into their investment processes.
  - Within sustainable investing (which typically represents about 10 percent of assets under management), the most common approach relies on exclusionary criteria (negative screening).
  - Positive screening and impact investing are relatively less widespread.
- Tools and metrics used:
  - All respondents said they relied on measures of the portfolio carbon footprint.
  - Measures frequently used also include expected emissions reduction (often calculated relative to a benchmark).
  - About three-quarters of respondents noted that they use proprietary valuation models.
  - Sector or industry classifications were used by less than half of respondents.
  - Third-party environmental, social, and governance databases were used by 82 percent of respondents.
  - Respondents preferred raw metrics over aggregate scores because of skepticism about reliability and comparability.
- Implementation challenges and risk perceptions:
  - The overwhelming majority viewed lack of data, including the lack of forward-looking data, as the most pressing issue to be addressed and a greater obstacle than the lack of commonly accepted disclosure standards and taxonomies.
  - Data gaps were considered particularly acute in private markets.
  - Portfolio managers expressed heterogeneous beliefs about climate-related risks in the short to medium term.
  - Across five risk factors listed, policy risk—such as an increase in the price of carbon or a tightening of emissions regulations—was ranked highest by a majority of respondents, followed by physical risk.
  - In terms of opportunities from the transition, respondents considered technological change or changes to consumer preferences the most important drivers (66 percent of respondents).

### Key numerical/statistical points preserved from source
- Significance indicator: 10 percent level.
- Survey sample counts and scale:
  - 26 portfolio managers and representatives.
  - 11 asset management firms and one asset owner.
  - more than $16 trillion in combined assets under management.
- Sustainable investing share: about 10 percent of assets under management.
- Use of third-party ESG databases: 82 percent of respondents.
- Technological change or consumer-preference driver: 66 percent of respondents.
- U.S. 401(k) statistic: 3 percent of 401(k) plans had an environmental, social, and governance option in 2019, representing 0.1 percent of plan assets.
- Policy example on significance of labels and oversight: solid bars indicate significance at the 10 percent level or lower.

### Policy implications and recommendations from the chapter
- Strengthen disclosures on how investment funds promote sustainability and the transition, including through stewardship and capital allocation.
- Importance of fund labels and sustainable finance classifications (including taxonomies) to attract inflows; however, proper regulatory oversight and verification mechanisms are essential to avoid greenwashing.
- Once the climate information architecture is in place and regulatory oversight is well established, policymakers could consider tools to channel savings toward transition-enhancing funds to complement other climate-mitigation policies, such as a carbon tax.
  - Example tool: enhanced eligibility of climate-themed funds for favorable tax treatment in savings products (such as retirement plans or life insurance products).
  - Example reform: Luxembourg’s 2021 reform to the “subscription tax,” which makes the rate of the annual subscription tax applied to investment funds a decreasing function of the share of their investments in sustainable assets, as defined in the EU Taxonomy Regulation.
  - Additional research needed to better understand the optimal design of such fiscal incentives.
- Asset managers could raise awareness about climate-focused funds by:
  - Emphasizing the distinction between the broad concept of sustainability (environmental, social, and governance issues) and purely climate considerations.
  - Increasing offerings of funds with well-defined and specific climate-change-mitigation objectives.
  - Publishing descriptions of stewardship in climate change mitigation specifically.
- Financial stability and resilience measures:
  - Use scenario analysis and stress testing to assess the vulnerability of the investment fund sector.
  - Implement reforms to improve the availability of liquidity and redemption management tools to make the sector more resilient to sudden asset price and redemption shocks.
  - Address structural vulnerabilities in the sector (such as liquidity mismatches) to mitigate potential disruption from sudden and large transition shocks.
- Regulatory and legal barriers to investing in sustainable funds through retirement plans could be removed to facilitate flows (legislative efforts in the United States were noted as illustrative).

_Italic: IMF. Global Financial Stability Report—COVID-19, Crypto, and Climate: Navigating Challenging Transitions, October 2021._

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_Source: https://www.imf.org/-/media/files/publications/gfsr/2021/october/english/text.pdf_
