TY - GEN AB - We document considerable scope of heterogeneity within the unemployed, especially when the unemployed are divided along eligibility and receipt of unemployment insurance (UI). We study the implications of this heterogeneity on UI’s insurance-incentive trade-off using a heterogeneous-agent job-search model capable of matching the wealth and income differences that distinguish UI recipients from non-recipients. Insurance benefits are larger for UI recipients who are predominantly wealth-poor. Meanwhile, incentive costs are non-monotonic in wealth because the poorest individuals, who value employment, exhibit weak responses. Differential elasticities imply that accounting for the composition of recipients is material to the evaluation of UI's insurance-incentive trade-off. <p><p>Replication package for peer-reviewed article published in American Economic Journal: Macroeconomics. AD - Bank of Canada AD - Bank of Canada AU - Birinci, Serdar AU - See, Kurt DA - 2023-06-23 DO - 10.3886/E170261V1 DO - DOI ID - 1191 LA - eng N2 - We document considerable scope of heterogeneity within the unemployed, especially when the unemployed are divided along eligibility and receipt of unemployment insurance (UI). We study the implications of this heterogeneity on UI’s insurance-incentive trade-off using a heterogeneous-agent job-search model capable of matching the wealth and income differences that distinguish UI recipients from non-recipients. Insurance benefits are larger for UI recipients who are predominantly wealth-poor. Meanwhile, incentive costs are non-monotonic in wealth because the poorest individuals, who value employment, exhibit weak responses. Differential elasticities imply that accounting for the composition of recipients is material to the evaluation of UI's insurance-incentive trade-off. <p><p>Replication package for peer-reviewed article published in American Economic Journal: Macroeconomics. PB - American Economic Association PY - 2023-06-23 T1 - Data and Code for: Labor Market Responses to Unemployment Insurance: The Role of Heterogeneity TI - Data and Code for: Labor Market Responses to Unemployment Insurance: The Role of Heterogeneity Y1 - 2023-06-23 ER -