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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.
Emerging Market Corporate Leverage and Global Financial Conditions
Corporate debt in emerging markets has risen significantly in recent years amid accommodative global financial conditions. This paper studies the relationship of leverage growth in emerging market (EM) firms to U.S. monetary conditions, and more broadly, to global financial conditions. We find that accommodative U.S. monetary conditions are reliably associated with faster EM leverage growth during the past decade. Specifically, a 1 percentage point decline in the U.S. policy rate corresponds to an appreciable increase in EM leverage growth of 9 basis points, on average (relative to the sample average leverage growth of 35 basis points per year). This impact is more pronounced for sectors dependent on external financing, for SMEs, and for firms in more financially open EMs with less flexible exchange rates. The findings suggest that global financial conditions affect EM firms’ leverage growth in part by influencing domestic interest rates and by relaxing corporate borrowing constraints.
Financial Inclusion and Development in the CEMAC
This paper examines financial inclusion and development in the CEMAC. We explore the level of financial inclusion in the CEMAC through a benchmarking exercise.We construct a measure of financial development gap and analyze its determinants. Using panel data regressions, we find that inflation, income, and natural resources explain most of the financial development level but that better financial sector governance and stronger economic governance are positively associated with financial sector development. Richer and poorer countries can be equally far from their expected financial development levels. Finally, we use a benchmarking exercise to identify countries that have successfully reduced the financial development gap and propose policy measures that CEMAC countries could use to boost financial inclusion.
House Price Synchronicity, Banking Integration, and Global Financial Conditions
We examine the relationship between house price synchronicity and global financial conditions across 40 countries and about 70 cities over the past three decades. The role played by cross-border banking flows in residential property markets is examined as well. Looser global financial conditions are associated with greater house price synchronicity, even after controlling for bilateral financial integration. Moreover, we find that synchronicity across major cities may differ from that of their respective countries’, perhaps due to the influence of global investors on local house price dynamics. Policy choices such as macroprudential tools and exchange rate flexibility appear to be relevant for mitigating the sensitivity of domestic housing markets to the rest of the world.
Commercial Real Estate in Crisis: Evidence from Transaction-Level Data
During the past two decades, the commercial real estate (CRE) market has been impacted by major disruptions, including the global financial crisis and the Covid-19 pandemic. Using granular data from the U.S., we document how these crises have unfolded and elaborate on the role of heterogeneity and underlying shocks. Both a set of reduced-form approaches and a structural framework suggest a prominent role for demand-side local factors in the short run, along with significant shifts in preferences during crisis episodes. However, valuations become more closely linked to macro-financial factors over the long term. A one-standard deviation tightening in financial conditions is associated with a drop of about 3\% in CRE prices in the following quarter, with a stronger impact on the retail sector and milder effects in states where household indebtedness is lower.
The Debates and Proceedings of the Constitutional Convention of the State of Michigan
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