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Structural Empirical Evaluation of Job Search Monitoring

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Author Info

  • van den Berg, Gerard J.

    ()
    (University of Mannheim)

  • van der Klaauw, Bas

    ()
    (VU University Amsterdam)

Abstract

We structurally estimate a novel job search model with endogenous job search effort, job quality dispersion, and effort monitoring, taking into account that monitoring effects may be mitigated by on-the-job search and search channel substitution. The data are from a randomized experiment conducted in the Netherlands. They include registers of post-unemployment outcomes like wages and job mobility, and survey data on measures of search behavior. As such we are the first to study monitoring effects on post-unemployment outcomes. We find that the option to climb the job ladder reduces substitution between search channels during unemployment and compensates for adverse long-run effects of monitoring on wages. We use the structural estimates to compare monitoring to counterfactual policies against moral hazard, like re-employment bonuses and changes in the unemployment benefits path. Replacing monitoring by an overall benefits reduction in a way that is neutral to the worker results in slightly smaller effects with lower administrative costs.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 7740.

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Length: 41 pages
Date of creation: Nov 2013
Date of revision:
Handle: RePEc:iza:izadps:dp7740

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Related research

Keywords: unemployment duration; search effort; active labor market policy; wage; job duration; job mobility; treatment; search channels; multi-tasking; randomized social experiment;

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References

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  1. Jeremy Lise & Shannon Seitz & Jeffrey Smith, 2003. "Equilibrium Policy Experiments and the Evaluation of Social Programs," Working Papers 1012, Queen's University, Department of Economics.
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  3. Hopenhayn, Hugo A & Nicolini, Juan Pablo, 1997. "Optimal Unemployment Insurance," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 412-38, April.
  4. Denis Fougère & Jacqueline Pradel & Muriel Roger, 2005. "Does Job-Search Assistance Affect Search Effort and Outcomes ? A Microeconometric Analysis of Public Versus Private Search Methods," Working Papers 2005-33, Centre de Recherche en Economie et Statistique.
  5. Bart Cockx & Muriel Dejemeppe & Andrey Launov & Bruno Van der Linden, 2011. "Monitoring, Sanctions and Front-Loading of Job Search in a Non-Stationary Model," CESifo Working Paper Series 3660, CESifo Group Munich.
  6. Conny Wunsch, 2013. "Optimal Use of Labor Market Policies: The Role of Job Search Assistance," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 1030-1045, July.
  7. James J. Heckman & Christopher J. Flinn, 1982. "New Methods for Analyzing Structural Models of Labor Force Dynamics," NBER Working Papers 0856, National Bureau of Economic Research, Inc.
  8. Keeley, Michael C & Robins, Philip K, 1985. "Government Programs, Job Search Requirements, and the Duration of Unemployment," Journal of Labor Economics, University of Chicago Press, vol. 3(3), pages 337-62, July.
  9. Daron Acemoglu & Robert Shimer, 1999. "Productivity Gains from Unemployment Insurance," Working papers 99-29, Massachusetts Institute of Technology (MIT), Department of Economics.
  10. van den Berg, Gerard J & van der Klaauw, Bas, 2001. "Counselling and Monitoring of Unemployed Workers: Theory and Evidence from a Controlled Social Experiment," CEPR Discussion Papers 2986, C.E.P.R. Discussion Papers.
  11. Eckstein, Zvi & van den Berg, Gerard J., 2007. "Empirical labor search: A survey," Journal of Econometrics, Elsevier, vol. 136(2), pages 531-564, February.
  12. McVicar, Duncan, 2008. "Job search monitoring intensity, unemployment exit and job entry: Quasi-experimental evidence from the UK," Labour Economics, Elsevier, vol. 15(6), pages 1451-1468, December.
  13. Terry R. Johnson & Daniel H. Klepinger, 1994. "Experimental Evidence on Unemployment Insurance Work-Search Policies," Journal of Human Resources, University of Wisconsin Press, vol. 29(3), pages 665-717.
  14. Pavoni, Nicola & Violante, Giovanni L, 2006. "Optimal Welfare-to-Work Programs," CEPR Discussion Papers 5937, C.E.P.R. Discussion Papers.
  15. Gerard J. van den Berg & Bas van der Klaauw & Jan C. van Ours, 2004. "Punitive Sanctions and the Transition Rate from Welfare to Work," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 211-241, January.
  16. Ridder, Geert & van den Berg, Gerard J, 2003. "Measuring Labour Market Frictions: A Cross-Country Comparison," CEPR Discussion Papers 3978, C.E.P.R. Discussion Papers.
  17. Manning, Alan, 2009. "You can't always get what you want: The impact of the UK Jobseeker's Allowance," Labour Economics, Elsevier, vol. 16(3), pages 239-250, June.
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