This paper investigates the role that International Monetary Fund (IMF) programs and capacity building play in fostering structural reforms. To do so, we exploit two novel datasets on IMF capacity building and structural reforms available for over one hundred IMF member countries over the period...

This study applies state-of-the-art machine learning (ML) techniques to forecast IMF-supported programs, analyzes the ML prediction results relative to traditional econometric approaches, explores non-linear relationships among predictors indicative of IMF-supported programs, and evaluates model...

This paper provides a comprehensive global, regional, and country-level update of: (i) efficient fossil fuel prices to reflect supply and environmental costs; and (ii) subsidies implied by charging below efficient fuel prices. Globally, fossil fuel subsidies were $7 trillion in 2022 or 7.1...

This paper studies the impact of expenditure conditionality in IMF programs on the composition of public spending. A granular dataset on different government expenditure conditions covering 115 countries for the 1992-2016 period is compiled. The results support the view that while conditionality...

We construct a high-frequency dataset that combines information on all IMF lending and proxies of monthly economic activity during the first two years of the COVID-19 pandemic (2020-21). Using this novel dataset and standard econometric techniques we find a positive and significant marginal...

The paper documents the benefits provided by IMF's precautionary instruments (FCL and PLL) to countries in accessing international financial markets. It builds on multiple methods to show that the announcement of new FCL or PLL generally leads to a significant decline in sovereign spreads. Next,...

This paper provides new evidence on the role of IMF programs in stimulating private sector investments. Using detailed firm-level data on tangible fixed assets and a local projection methodology, we first estimate the dynamic response of firm investments to the approval of an IMF arrangement. We...

This paper studies the potential effects of geoeconomic fragmentation (GEF) in the sub-Saharan Africa region (SSA) through quantifying potential long-term economic costs. The paper considers two alternative GEF scenarios in which trade relations are fully or partially curtailed across world...

Inflation in low-income countries is often high and volatile, driven by external shocks. In addition, inflation in fragile states is affected by highly volatile domestic factors that complicate monetary policy's ability to deliver price stability. We estimate the drivers of inflation in Guinea...

This paper looks at the effects of International Monetary Fund (IMF) lending programs on banking crises in a large sample of developing countries, over the period 1970-2010. The endogeneity of the IMF intervention is addressed by adopting an instrumental variable strategy and a propensity score...