Global Financial Stability Report
Assumptions and Conventions vii
Further Information viii
Preface ix
Foreword x
Executive Summary xi
IMF Executive Board Discussion Summary xiii
Outlook for Financial Stability 1
Monetary Policy Normalization in Advanced Economies 5
Reach for Yield or Overreach in Risky Assets? 10
Crypto Assets: New Coin on the Block, Reach for Yield, or Asset Price Bubble? 21
Vulnerabilities in Emerging Markets, Low-Income Countries, and China 26
Funding Challenges of Internationally Active Banks 38
Box 1.1. The VIX Tantrum 47
Box 1.2. An Econometric Lens on What Drives Term Premiums 49
Box 1.3. The Changing Investor Base in the US Leveraged Loan Market 51
Box 1.4. Central Bank Digital Currencies 52
Box 1.5. Regulatory Reform—Tying Up the Loose Ends 53
References 54
Summary 57
Introduction 58
The Riskiness of Credit Allocation: Conceptual Framework 60
The Riskiness of Credit Allocation and Its Evolution across Countries 62
The Riskiness of Credit Allocation and Macro-Financial Stability 67
The Role of Policy and Structural Factors 70
Conclusions and Policy Implications 72
Box 2.1. Measuring the Riskiness of Credit Allocation 74
Box 2.2. Credit Allocation in China: Is Credit Flowing to the Most Profitable Firms? 76
Box 2.3. The Joint Dynamics of the Riskiness of Credit Allocation, Financial Conditions,
Credit Expansions, and GDP Growth 78
Box 2.4. The High-Yield Share during a Credit Boom and Output Growth 80
Annex 2.1. Description and Definition of Variables 81
Annex 2.2. The Determinants of the Riskiness of Credit Allocation 82
Annex 2.3. The Riskiness of Credit Allocation and Macro-Financial Outcomes 87
References 91
Summary 93
Introduction 94
House Price Synchronicity: A Conceptual Framework 97
House Price Synchronization in Countries and Cities 100
Analyzing Contributors to House Price Synchronization 104
House Price Synchronization and Risks to Growth 108
Policy Discussion 109
Box 3.1. Global Investors, House Price Dispersion, and Synchronicity 111
Box 3.2. Housing as a Financial Asset 113
Box 3.3. The Globalization of Farmland 115
Box 3.4. House Price Gap Synchronicity and Macroprudential Policies 117
Annex 3.1. Data Sources and Country Coverage 119
Annex 3.2. Measuring Synchronization and Country-Pair Analysis 121
Annex 3.3. Technical Annex 125
References 130
Table 1.1. Correlation of Bitcoin with Key Asset Classes and within Crypto Assets 24
Annex Table 2.1.1. Riskiness of Credit Allocation: Economies Included in the Analysis 82
Annex Table 2.1.2. Country-Level Data Sources and Transformations 83
Annex Table 2.2.1. Cyclicality of the Riskiness of Credit Allocation 84
Annex Table 2.2.2. Impact of Financial Conditions and Lending Standards on the Riskiness of
Credit Allocation 85
Annex Table 2.2.3. Impact of Policy and Institutional Settings on the Riskiness of Credit Allocation 86
Annex Table 2.3.1. Panel Logit Analysis: Probability of the Occurrence of a Systemic Banking Crisis 88
Annex Table 2.3.2. Panel Logit Analysis: Banking Sector Equity Stress Risk 89
Annex Table 2.3.3. Impact of the Riskiness of Credit Allocation on Downside Risks to Growth 90
Annex Table 3.1.1. Data Sources 119
Annex Table 3.1.2. Economies and Cities Included in the Analyses 121
Annex Table 3.2.1. House Price Gap Synchronization at Country Level and Bilateral Linkages 123
Annex Table 3.2.2. House Price Gap Synchronization at Country Level and Global Factors 124
Annex Table 3.3.1. Capital Account Openness and Synchronicity 127
Annex Table 3.3.2. Global Investors, House Price Dispersion, and Synchronicity:
Regression Results 129
Figure 1.1. Global Financial Conditions 2
Figure 1.2. Growth-at-Risk 4
Figure 1.3. Nonfinancial Private Sector Debt 5
Figure 1.4. Market Interest Rates, Central Bank Balance Sheets, and US Financial Indicators 6
Figure 1.5. US Inflation Expectations and Term Premium 8
Figure 1.6. Term Premium Correlations, Spillovers, and Exchange Rate Relationships 9
Figure 1.7. Valuations of Global Equities 11
Figure 1.8. Valuations of Corporate Bonds 13
Figure 1.9. Leveraged Loan Issuance, Quality, and Developments after Regulatory Guidance 14
Figure 1.10. Correlations and Interconnectedness 16
Figure 1.11. Measures of Leverage and Investment Funds with Derivatives-Embedded Leverage 18
Figure 1.12. Strong Inflows into Exchange-Traded Funds Pose Challenges for the Less Liquid
Fixed-Income Markets 20
Figure 1.13. Crypto Assets: Size, Price Appreciation, Realized Volatility, and Sharpe Ratio 23
Figure 1.14. Share of Trading Volumes across Exchanges, Crypto Assets, and Fiat Currencies 25
Figure 1.15. Improving Fundamentals, Increased Foreign Currency Issuance 27
Figure 1.16. Creditor Base and External Financing Vulnerabilities 29
Figure 1.17. Rising Vulnerabilities and More Complex Creditor Composition 31
Figure 1.18. Stylized Map of Linkages within China’s Financial System 33
Contents
International Monetary Fund | April 2018 v
Figure 1.19. Chinese Banking System and Financial Market Developments and Liabilities 34
Figure 1.20. Risks and Adjustment Challenges in Chinese Investment Products 36
Figure 1.21. Chinese Insurers 37
Figure 1.22. Advanced Economy Bank Health 39
Figure 1.23. US Dollar Credit Aggregates and Bank Intragroup Funding Structures 41
Figure 1.24. Non-US Banks’ International Dollar Balance Sheets 42
Figure 1.25. Non-US Banks’ International US Dollar Liquidity Ratios 44
Figure 1.26. Foreign Exchange Swap and Short-Term Bank Funding Markets 45
Figure 1.1.1. US Asset Prices 47
Figure 1.2.1. Estimated Term Premiums 49
Figure 1.3.1. Nonbanks Have Increased Their Credit Exposure in the US Leveraged Loan Market 51
Figure 2.1. Financial Conditions Have Been Loose in Recent Years 58
Figure 2.2. Low-Rated Nonfinancial Corporate Bond Issuance Has Been High in Some Advanced
Economies 59
Figure 2.3. Key Drivers of the Riskiness of Credit Allocation 61
Figure 2.4. The Riskiness of Credit Allocation Is Cyclical at the Global Level 63
Figure 2.5. Selected Economies: Riskiness of Credit Allocation, 1995–2016 64
Figure 2.6. The Riskiness of Credit Allocation Rises When a Credit Expansion Is Stronger 66
Figure 2.7. The Association between the Size of a Credit Expansion and the Riskiness of Credit
Allocation Is Greater When Lending Standards and Financial Conditions Are Looser 66
Figure 2.8. The Riskiness of Credit Allocation Rises to a High Level before a Financial Crisis,
and Falls to a Low Level Thereafter 67
Figure 2.9. Higher Riskiness of Credit Allocation Signals Greater Risk of a Systemic Banking Crisis 68
Figure 2.10. Higher Riskiness of Credit Allocation Signals Greater Risk of Banking Sector Stress 68
Figure 2.11. Higher Riskiness of Credit Allocation Signals Higher Downside Risks to GDP Growth 69
Figure 2.12. The Association of the Riskiness of Credit Allocation with Downside Risks to GDP
Growth Depends on the Size of Credit Expansion 70
Figure 2.13. The Association of a Credit Expansion with the Riskiness of Credit Allocation Depends
on Policy and Institutional Settings 71
Figure 2.1.1. Measuring the Riskiness of Credit Allocation 74
Figure 2.1.2. Histograms of Measures of the Riskiness of Credit Allocation 75
Figure 2.2.1. China: Profitability of Credit Allocation, 1997–2016 76
Figure 2.2.2. China: Profitability of Credit Allocation, by Ownership and Sector 77
Figure 2.3.1. The Riskiness of Credit Allocation and Financial Conditions 78
Figure 2.4.1. Impulse Response of Cumulative Real GDP Growth to a High-Yield Share Shock
Given a Credit Boom 80
Figure 3.1. House Price Gains in Selected Cities and Countries Have Been Widespread 94
Figure 3.2. Widespread House Price Gains Have Accompanied Accommodative Financial Conditions 95
Figure 3.3. Institutional Investor Participation Has Been on the Rise 96
Figure 3.4. Global Financial Conditions, Portfolio Channels, and Expectations Contribute to House
Price Synchronization, as Do Supply Constraints and Local Policy 98
Figure 3.5. Synchronization Has Steadily Increased across Countries and Cities 100
Figure 3.6. The Relative Contribution of the Global Factor Has Grown 101
Figure 3.7. Instantaneous Quasi Correlation of House Price Gaps Shows Financial Cycle Properties 102
Figure 3.8. Relative Contribution of the Global Factor Varies across Regions 103
Figure 3.9. Economies Differ in Their House Price Interconnectedness 104
Figure 3.10. Interconnectedness among Cities’ House Prices Varies 105
Figure 3.11. Average Country-Level Housing Market Spillovers Have Increased 106
Figure 3.12. Bilateral Links between Countries Are Associated with House Price Synchronization 106
Figure 3.13. Greater Financial Openness Is Associated with Higher House Price Synchronization 107
Figure 3.14. On Average, the Global Factor for House Prices Has Increased along with That
for Equities 107
vi International Monetary Fund | April 2018
GLOBAL FINANCIAL STABILITY REPORT: A BUMPY ROAD AHEAD
Figure 3.15. Global Financial Conditions, as Proxied by Global Liquidity, Have Different
Associations with House Price Synchronization across Countries and Cities 108
Figure 3.16. House Price Synchronization Predicts a Downside Risk to Economic Growth at
Short Horizons 108
Figure 3.1.1. Real House Prices in 40 Largest US Cities by Population 111
Figure 3.2.1. Housing Return Predictability 113
Figure 3.2.2. Predictability of Returns on Housing and Capital Account Openness 113
Figure 3.3.1. Large-Scale Land Acquisitions over Time by Target Region 115
Figure 3.4.1. Macroprudential Tools Indirectly Reduce House Price Synchronicity 118
Online Annexes
Annex 1.1. Option-Implied Volatility: The Quantity and Price of Risk for
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