This brief paper accompanies the Green Energy and Jobs tool, which is a simple excel-based tool to estimate the job-creation potential of greening the electricity sector. Specifically, it calculates the net job gains or losses from increasing the level of energy efficiency, and from increasing...

Machine learning tools are well known for their success in prediction. But prediction is not causation, and causal discovery is at the core of most questions concerning economic policy. Recently, however, the literature has focused more on issues of causality. This paper gently introduces some...

Would better state institutions increase tax collection, or would higher tax collection help improve state institutions? In the absence of conclusive guidance from theory, this paper searches for an empirical answer to this question, using a panel dataset covering 110 non-resource-rich countries...

This paper shows that high energy subsidies and low public social spending can emerge as an equilibrium outcome of a political game between the elite and the middle-class when the provision of public goods is subject to bottlenecks, reflecting weak domestic institutions. We test this and other...

inflation in the United States. We test for Granger-causality out-of-sample and find, perhaps surprisingly given recent theoretical arguments, that including money growth in simple VAR models of inflation does systematically improve out-of-sample forecasting accuracy. This holds for a long...

Using microdata from nationally representative household and labor force surveys, we study the impact and drivers of poverty and inequality in India during the pandemic. We have three main findings. First, India has made significant progress in reducing poverty in recent decades, but the...

Using flow of funds and high frequency data from the Investment Company Institute, we study the effects of monetary policy shocks on the size of non-bank assets as well as on flows into long-term mutual funds and returns on their assets. Consolidating chains of non-bank intermediation to avoid...

This paper investigates macroprudential policy effects on bank systemic risk and the role of inflation targeting in such effects. Using bank-level data for 45 countries comprising various monetary and exchange rate regimes, our regime-dependent dynamic panel regression results point to...

This paper presents case studies of central bank crisis interventions during the Covid-19 and the Global Financial Crises in four jurisdictions (Canada, Chile, the United Kingdom, and the United States). The paper serves as an Annex to the main IMF Working Paper WP/23/114 ‘Quasi-Fiscal...

We develop a stylized balance sheet framework to help identify ‘quasi-fiscal’ components of central bank crisis interventions and show how sources of fiscal risk are created from both the new claims and how they are funded. Combining central bank balance sheet data with survey evidence from...