Statistical profiling in public employment services
Profiling tools help to deliver employment services more efficiently. They can ensure that more costly, intensive services are targeted at jobseekers most at risk of becoming long term unemployed. Moreover, the detailed information on the employment barriers facing jobseekers obtained through the profiling process can be used to tailor services more closely to their individual needs. While other forms of profiling exist, the focus is on statistical profiling, which makes use of statistical models to predict jobseekers’ likelihood of becoming long-term unemployed. An overview on profiling tools currently used throughout the OECD is presented, considerations for the development of such tools, and some insights into the latest developments such as using “click data” on job searches and advanced machine learning techniques. Also discussed are the limitations of statistical profiling tools and options for policymakers on how to address those in the development and implementation of statistical profiling tools.
|Year of publication||Feb, 2019|
|Publisher||Organisation for Economic Cooperation and Development (OECD), Paris|
|Website / Document||Visit|
- Youth Labor in Transition. Inequalities, Mobility, and Policies in Europe, 2019. J. O'Reilly, J. Leschke, R. Ortlieb, M. Seeleib-Kaiser, P. Villa (Eds.).
- Balancing flexibility and security in Europe? The impact of unemployment on young peoples’ subjective well-being, 2019. H. Russell, J. Leschke, M. Smith.
- Youth unemployment and employment trajectories in Spain during the Great Recession: what are the determinants? 2019. J.M. Verd, O. Barranco, M. Bolíbar.
- The decline in middle-skilled employment in 12 European countries: New evidence for job polarisation, 2019. C. Peugny.
- 20 Years in the world of work: A study of (nonstandard) occupational trajectories and health, 2019. F. Giudici, D. Morselli.
- Trends in kwaliteit van de arbeid van flexibele en vaste werknemers en multi-jobbers, 2019. K. Kraan, S. Verbiest.
- Nationale Enquête Arbeidsomstandigheden 2018, 2019. W.E. Hooftman, G.M.J. Mars, B. Janssen, E.M.M. de Vroome, B.J.M. Janssen, A.J.S.F. Pleijers, M.M.M.J. Ramaekers, S.N.J. van den Bossche.
- Balanceren met detacheren, 2018. J.H. Even.
- Toegang tot leven lang leren versnelt economische groei, 2019. S.J. Cabus.
- Werkloze ouderen weer aan het werk? Het effect van reserveringsloon en zoekintensiteit, 2019. J.D. Vlasblom, J. Schippers.