How to Assess Crisis Risks

<p>This report presents a new early warning system to help detect economic vulnerabilities in Asia and the Pacific. </p><p></p><p>The new early warning system is powered by machine learning and a rich dataset of more than 1500 indicators. Representing a shift toward more adaptive forecasting it integrates traditional macrofinancial metrics with emerging risks and broadens the lens for assessing vulnerabilities. An intuitive companion dashboard delivers frequently updated forecasts making insights accessible for policy dialogue with governments and development partners.</p>