This paper reviews macroeconomic developments during the first year of the crisis in east Asia and draws some preliminary policy lessons. The crisis is rooted in the interaction of large capital inflows and weak private and public sector governance. At the same time, macroeconomic adjustment in...

An endogenous growth model with financial intermediation demonstrates how deposit insurance and prudential regulatory forbearance lead to banking crises and growth declines. The model assumptions are based on features of the Japanese financial system and regulation. The model demonstrates how...

This paper examines episodes of the banking system distress and crisis in a large sample of countries. The empirical results identify several macroeconomic and financial variables as useful leading indicators. The main macroeconomic indicators were of limited value in predicting the Asian...

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...

This paper, together with a technical companion paper, presents MAPMOD, a new IMF model designed to study vulnerabilities associated with excessive credit expansions, and to support macroprudential policy analysis. In MAPMOD, bank loans create purchasing power that facilitates adjustments in the...