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Growth at Risk: Concept and Application in IMF Country Surveillance
The growth-at-risk (GaR) framework links current macrofinancial conditions to the distribution of future growth. Its main strength is its ability to assess the entire distribution of future GDP growth (in contrast to point forecasts), quantify macrofinancial risks in terms of growth, and monitor the evolution of risks to economic activity over time. By using GaR analysis, policymakers can quantify the likelihood of risk scenarios, which would serve as a basis for preemptive action. This paper offers practical guidance on how to conduct GaR analysis and draws lessons from country case studies. It also discusses an Excel-based GaR tool developed to support the IMF’s bilateral surveillance efforts.
Understanding the Macro-Financial Effects of Household Debt: A Global Perspective
We confirm the negative relationship between household debt and future GDP growth documented in Mian, Sufi, and Verner (2017) for a wider set of countries over the period 1950–2016. Three mutually reinforcing mechanisms help explain this relationship. First, debt overhang impairs household consumption when negative shocks hit. Second, increases in household debt heighten the probability of future banking crises, which significantly disrupts financial intermediation. Third, crash risk may be systematically neglected due to investors’ overoptimistic expectations associated with household debt booms. In addition, several institutional factors such as flexible exchange rates, higher financial development and inclusion are found to mitigate this impact. Finally, the tradeoff between financial inclusion and stability nuances downside risks to growth.
Mobilizing Private Climate Financing in Emerging Market and Developing Economies
Global investment to achieve the Paris Agreement’s temperature and adaptation goals requires immediate actions—first and foremost—on climate policies. Policies should be accompanied by commensurate financing flows to close the large financing gap globally, and in emerging market and developing economies (EMDEs) in particular. This note discusses potential ways to mobilize domestic and foreign private sector capital in climate finance, as a complement to climate-related policies, by mitigating relevant risks and constraints through public-private partnerships involving multilateral, regional, and national development banks. It also overviews the role the IMF can play in the process.
Bank Competition, Risk Taking, and their Consequences: Evidence from the U.S. Mortgage and Labor Markets
Bank competition can induce excessive risk taking due to risk shifting. This paper tests this hypothesis using micro-level U.S. mortgage data by exploiting the exogenous variation in local house price volatility. The paper finds that, in response to high expected house price volatility, banks in U.S. counties with a competitive mortgage market lowered lending standards by twice as much as those with concentrated markets between 2000 and 2005. Such risk taking pattern was associated with real economic outcomes during the financial crisis, including higher unemployment rates in local real sectors.
Growth at Risk
The growth-at-risk (GaR) framework links current macrofinancial conditions to the distribution of future growth. Its main strength is its ability to assess the entire distribution of future GDP growth (in contrast to point forecasts), quantify macrofinancial risks in terms of growth, and monitor the evolution of risks to economic activity over time. By using GaR analysis, policymakers can quantify the likelihood of risk scenarios, which would serve as a basis for preemptive action. This paper offers practical guidance on how to conduct GaR analysis and draws lessons from country case studies. It also discusses an Excel-based GaR tool developed to support the IMF’s bilateral surveillance efforts.
Digging Deeper--Evidence on the Effects of Macroprudential Policies from a New Database
This paper introduces a new comprehensive database of macroprudential policies, which combines information from various sources and covers 134 countries from January 1990 to December 2016. Using these data, we first confirm that loan-targeted instruments have a significant impact on household credit, and a milder, dampening effect on consumption. Next, we exploit novel numerical information on loan-to-value (LTV) limits using a propensity-score-based method to address endogeneity concerns. The results point to economically significant and nonlinear effects, with a declining impact for larger tightening measures. Moreover, the initial LTV level appears to matter; when LTV limits are already tight, the effects of additional tightening on credit is dampened while those on consumption are strengthened.
Future Ready
Rethink climate, resilience, and sustainability for your organization In Future Ready: Your Organization’s Guide to Rethinking Climate, Resilience, and Sustainability, a team of business leaders with deep expertise in engineering, planning, finance, project, program implementation and advisory consulting perspective delivers an essential guide for executives, managers, and other business and infrastructure organization leaders to set and implement a resilience, sustainability and ESG strategy in complex project and operating environments. Through practical examples and proven insights, readers will learn to proactively engage with stakeholders, successfully plan, implement, and measure the...
World Economic Outlook, October 2017
The global upswing in economic activity is strengthening. Global growth, which in 2016 was the weakest since the global financial crisis at 3.2 percent, is projected to rise to 3.6 percent in 2017 and to 3.7 percent in 2018. The growth forecasts for both 2017 and 2018 are 0.1 percentage point stronger compared with projections earlier this year. Broad-based upward revisions in the euro area, Japan, emerging Asia, emerging Europe, and Russia—where growth outcomes in the first half of 2017 were better than expected—more than offset downward revisions for the United States and the United Kingdom. But the recovery is not complete: while the baseline outlook is strengthening, growth remains w...
2021 Financial Sector Assessment Program Review—Background Paper On Quantitative Analysis
This paper reviews quantitative tools of financial stability assessments under the Financial Sector Assessment Program (FSAP). A key focus of FSAPs is on methodologies to gauge risks on a system-wide level and propose mitigating measures. Therefore, the paper concentrates on the main elements of the FSAP’s macroprudential stress testing framework:(i) the interaction among solvency, liquidity, and contagion risks in the banking sector, (ii) the assessment of the health of nonbank financial institutions (NBFIs), their interactions with banks and their impact on financial markets, (iii) the assessment of the health of nonfinancial sectors and their links to the financial sector, and (iv) macroprudential policy analysis. The paper also reviews recent improvements in microprudential bank solvency stress testing—an important foundation for the macroprudential stress testing framework—and discusses new tools for emerging risks (climate change, fintech, and cyber).
Global Financial Stability Report, April 2018
The April 2018 Global Financial Stability Report (GFSR) finds that short-term risks to financial stability have increased somewhat since the previous GFSR. Medium-term risks are still elevated as financial vulnerabilities, which have built up during the years of accommodative policies, could mean a bumpy road ahead and put growth at risk. This GFSR also examines the short- and medium-term implications for downside risks to growth and financial stability of the riskiness of corporate credit allocation. It documents the cyclical nature of the riskiness of corporate credit allocation at the global and country levels and its sensitivity to financial conditions, lending standards, and policy and institutional settings. Another chapter analyzes whether and how house prices move in tandem across countries and major cities around the world—that is, global house price synchronicity.
