This policy brief prepared by ECLAC examines the economic and social impact of the war in Ukraine on the region, and offers countries recommendations on how to address its effects. The document analyzes economic and social variables as well as the different sectors of the regional economy that...

This paper provides a comprehensive early warning system (EWS) that balances the classical signaling approach with the best-realized machine learning (ML) model for predicting fiscal stress episodes. Using accumulated local effects (ALE), we compute a set of thresholds for the most informative...

This paper introduces a dataset that gathers information on whether and how Latin America and the Caribbean (LAC) have complied with or deviated from implemented fiscal rules. It provides annual data on fiscal rules for 14 LAC countries from 2000 to 2020, and it considers the design features of...