Department of Economics and Business Economics

The Effect of Sanctions and Active Labour Market Programmes on the Exit Rate From Unemployment

Research output: Working paperResearch


  • Wp09 14

    Final published version, 2.07 MB, PDF document

  • School of Economics and Management
This paper simultaneously investigates the effectiveness of benefit sanctions and active labour market programmes on the exit rate from unemployment using Danish data. In the data about one third of the individuals who are sanctioned also participate in some active labour market programmes (ALMPs). Hence, modeling only one of them as treatment might over or underestimate the true effect. Therefore, by using a multivariate mixed proportional hazard model (MMPH), we model the hazard rate out of unemployment along with the sanction rate and hazard rate into active labour market programmes. We optimally select the number of supports point for the distribution of unobserved heterogeneity. Results show that pre-specifying two support points underestimates the effect of sanctions and active labour market programmes. Failing to control for selectivity for sanctions not only underestimates the treatment effect of sanctions but also biases the treatment effect of ALMPs.
Original languageEnglish
Place of publicationAarhus
PublisherInstitut for Økonomi, Aarhus Universitet
Number of pages28
Publication statusPublished - 2009

    Research areas

  • competing risks, unemployment insurance, timing of events , NPMLE, MMPH

See relations at Aarhus University Citationformats

Download statistics

No data available

ID: 18367985