program. An on-the-job search model with crime is used to model criminal behavior, derive the estimation method and analyze … four and a half months to find a job. Combining these results, it is demonstrated that reducing the average unemployment … of various labor market and crime policies such as unemployment insurance, hiring subsidies and the duration of jail …