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Imperfect Monitoring of Job Search: Structural Estimation and Policy Design

Author

Listed:
  • Cockx, Bart

    (Ghent University)

  • Dejemeppe, Muriel

    (Université catholique de Louvain)

  • Launov, Andrey

    (University of Kent)

  • Van der Linden, Bruno

    (IRES, Université catholique de Louvain)

Abstract
We build and estimate a non-stationary structural job search model that incorporates the main stylized features of a typical job search monitoring scheme in unemployment insurance (UI) and acknowledges that search effort and requirements are measured imperfectly. Based on Belgian data, monitoring is found to affect search behavior only weakly, because (i) assessments were scheduled late and infrequently; (ii) the monitoring technology was not sufficiently precise, (iii) lenient Belgian UI results in caseloads that are less responsive to incentives than elsewhere. Simulations show how changing the aforementioned design features can enhance effectiveness and that precise monitoring is key in this.

Suggested Citation

  • Cockx, Bart & Dejemeppe, Muriel & Launov, Andrey & Van der Linden, Bruno, 2017. "Imperfect Monitoring of Job Search: Structural Estimation and Policy Design," IZA Discussion Papers 10487, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp10487
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    1. Arni, Patrick & Schiprowski, Amelie, 2015. "The Effects of Binding and Non-Binding Job Search Requirements," IZA Discussion Papers 8951, Institute of Labor Economics (IZA).
    2. Gerard J. van den Berg & Bas van der Klaauw, 2006. "Counseling And Monitoring Of Unemployed Workers: Theory And Evidence From A Controlled Social Experiment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 47(3), pages 895-936, August.
    3. Fougère, Denis & Pradel, Jacqueline & Roger, Muriel, 2009. "Does the public employment service affect search effort and outcomes?," European Economic Review, Elsevier, vol. 53(7), pages 846-869, October.
    4. Christensen, Bent Jesper & Kiefer, Nicholas M, 1994. "Measurement Error in the Prototypal Job-Search Model," Journal of Labor Economics, University of Chicago Press, vol. 12(4), pages 618-639, October.
    5. Jaap H. Abbring & Gerard J. Berg & Jan C. Ours, 2005. "The Effect of Unemployment Insurance Sanctions on the Transition Rate from Unemployment to Employment," Economic Journal, Royal Economic Society, vol. 115(505), pages 602-630, July.
    6. Jan Boone & Peter Fredriksson & Bertil Holmlund & Jan C. van Ours, 2007. "Optimal Unemployment Insurance with Monitoring and Sanctions," Economic Journal, Royal Economic Society, vol. 117(518), pages 399-421, March.
    7. Eckstein, Zvi & van den Berg, Gerard J., 2007. "Empirical labor search: A survey," Journal of Econometrics, Elsevier, vol. 136(2), pages 531-564, February.
    8. Hans G. Bloemen, 2005. "Job Search, Search Intensity, and Labor Market Transitions: An Empirical Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    9. Patrick Arni & Rafael Lalive & Jan C. Van Ours, 2013. "How Effective Are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(7), pages 1153-1178, November.
    10. Stefan Lollivier & Laurence Rioux, 2010. "An Empirical Examination Of The Sources Of Changes Over Time In The Job Finding Rate Using Reservation Wages And Rejected Wage Offers," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 51(4), pages 1039-1069, November.
    11. Jonneke Bolhaar & Nadine Ketel & Bas van der Klaauw, 2019. "Job Search Periods for Welfare Applicants: Evidence from a Randomized Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 92-125, January.
    12. Boone, Jan & Sadrieh, Abdolkarim & van Ours, Jan C., 2009. "Experiments on unemployment benefit sanctions and job search behavior," European Economic Review, Elsevier, vol. 53(8), pages 937-951, November.
    13. Bart COCKX & Muriel DEJEMEPPE & Andrey LAUNOV & Bruno VAN DER LINDEN, 2011. "Monitoring, Sanctions and Front-Loading of Job Search in a Non-Stationary Model," LIDAM Discussion Papers IRES 2011042, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    14. Gerard J. van den Berg, 1990. "Nonstationarity in Job Search Theory," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(2), pages 255-277.
    15. Eriksson, Stefan & Gottfries, Nils, 2005. "Ranking of job applicants, on-the-job search, and persistent unemployment," Labour Economics, Elsevier, vol. 12(3), pages 407-428, June.
    16. David Card & Jochen Kluve & Andrea Weber, 2018. "What Works? A Meta Analysis of Recent Active Labor Market Program Evaluations," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 894-931.
    17. Rafael Lalive & Camille Landais & Josef Zweimüller, 2015. "Market Externalities of Large Unemployment Insurance Extension Programs," American Economic Review, American Economic Association, vol. 105(12), pages 3564-3596, December.
    18. Ofer Setty, 2019. "Optimal unemployment insurance with monitoring," Quantitative Economics, Econometric Society, vol. 10(2), pages 693-733, May.
    19. Cockx, Bart & Dejemeppe, Muriel, 2012. "Monitoring job search effort: An evaluation based on a regression discontinuity design," Labour Economics, Elsevier, vol. 19(5), pages 729-737.
    20. Stefano DellaVigna & M. Daniele Paserman, 2005. "Job Search and Impatience," Journal of Labor Economics, University of Chicago Press, vol. 23(3), pages 527-588, July.
    21. M. Daniele Paserman, 2008. "Job Search and Hyperbolic Discounting: Structural Estimation and Policy Evaluation," Economic Journal, Royal Economic Society, vol. 118(531), pages 1418-1452, August.
    22. Ashenfelter, Orley & Ashmore, David & Deschenes, Olivier, 2005. "Do unemployment insurance recipients actively seek work? Evidence from randomized trials in four U.S. States," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 53-75.
    23. Gerard J. van den Berg & Bas van der Klaauw, 2019. "Structural Empirical Evaluation Of Job Search Monitoring," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 60(2), pages 879-903, May.
    24. Rafael Lalive & Jan C. van Ours & Josef Zweimüller, 2005. "The Effect Of Benefit Sanctions On The Duration Of Unemployment," Journal of the European Economic Association, MIT Press, vol. 3(6), pages 1386-1417, December.
    25. Nicola Pavoni & G. L. Violante, 2007. "Optimal Welfare-to-Work Programs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 283-318.
    26. Mroz, Thomas A, 1987. "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," Econometrica, Econometric Society, vol. 55(4), pages 765-799, July.
    27. 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.
    28. Cockx, Bart & Ghirelli, Corinna & Van der Linden, Bruno, 2014. "Is it socially efficient to impose job search requirements on unemployed benefit claimants with hyperbolic preferences?," Journal of Public Economics, Elsevier, vol. 113(C), pages 80-95.
    29. Ljungqvist, Lars & Sargent, Thomas J., 1995. "The Swedish unemployment experience," European Economic Review, Elsevier, vol. 39(5), pages 1043-1070, May.
    30. 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.
    31. Stefan Eriksson & Jonas Lagerström, 2006. "Competition between Employed and Unemployed Job Applicants: Swedish Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 108(3), pages 373-396, October.
    32. Andrey Launov & Klaus Wälde, 2013. "Estimating Incentive And Welfare Effects Of Nonstationary Unemployment Benefits," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54, pages 1159-1198, November.
    33. Peter Dolton & Donal O'Neill, 2002. "The Long-Run Effects of Unemployment Monitoring and Work-Search Programs: Experimental Evidence from the United Kingdom," Journal of Labor Economics, University of Chicago Press, vol. 20(2), pages 381-403, Part.
    34. Petrongolo, Barbara, 2009. "The long-term effects of job search requirements: Evidence from the UK JSA reform," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1234-1253, December.
    35. Cees Gorter & Guyonne R. J. Kalb, 1996. "Estimating the Effect of Counseling and Monitoring the Unemployed Using a Job Search Model," Journal of Human Resources, University of Wisconsin Press, vol. 31(3), pages 590-610.
    36. Kenneth I. Wolpin & Petra E. Todd, 2006. "Assessing the Impact of a School Subsidy Program in Mexico: Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility," American Economic Review, American Economic Association, vol. 96(5), pages 1384-1417, December.
    37. van der Klaauw, Bas & van Vuuren, Aico, 2010. "Job search and academic achievement," European Economic Review, Elsevier, vol. 54(2), pages 294-316, February.
    38. Bruce D. Meyer, 1995. "Lessons from the U.S. Unemployment Insurance Experiments," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 91-131, March.
    39. Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 4, pages 331-461, Elsevier.
    40. Geert Ridder & Gerard J. van den Berg, 2003. "Measuring Labor Market Frictions: A Cross-Country Comparison," Journal of the European Economic Association, MIT Press, vol. 1(1), pages 224-244, March.
    41. Andrews, Donald W. K., 1988. "Chi-square diagnostic tests for econometric models : Introduction and applications," Journal of Econometrics, Elsevier, vol. 37(1), pages 135-156, January.
    42. Dolton, Peter & O'Neill, Donal, 1996. "Unemployment Duration and the Restart Effect: Some Experimental Evidence," Economic Journal, Royal Economic Society, vol. 106(435), pages 387-400, March.
    43. Daniel H. Klepinger & Terry R. Johnson & Jutta M. Joesch, 2002. "Effects of Unemployment Insurance Work-Search Requirements: The Maryland Experiment," ILR Review, Cornell University, ILR School, vol. 56(1), pages 3-22, October.
    44. Flinn, C. & Heckman, J., 1982. "New methods for analyzing structural models of labor force dynamics," Journal of Econometrics, Elsevier, vol. 18(1), pages 115-168, January.
    45. Longhi, Simonetta, 2015. "Do the Unemployed Accept Jobs Too Quickly? A Comparison with Employed Job Seekers," IZA Discussion Papers 9112, Institute of Labor Economics (IZA).
    46. Andrews, Donald W K, 1988. "Chi-Square Diagnostic Tests for Econometric Models: Theory," Econometrica, Econometric Society, vol. 56(6), pages 1419-1453, November.
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    Cited by:

    1. Vargas Juliana Mesén & Linden Bruno Van der, 2019. "Why Cash Transfer Programs Can Both Stimulate and Slow Down Job Finding," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-27, June.
    2. Amelie Schiprowski, 2020. "The Role of Caseworkers in Unemployment Insurance: Evidence from Unplanned Absences," Journal of Labor Economics, University of Chicago Press, vol. 38(4), pages 1189-1225.
    3. Gerard J. van den Berg & Hanno Foerster & Arne Uhlendorff, 2019. "Structural Empirical Analysis of Vacancy Referrals With Imperfect Monitoring and the Strategic Use of Sickness Absence," CRC TR 224 Discussion Paper Series crctr224_2019_123v2, University of Bonn and University of Mannheim, Germany.
    4. Marios Michaelides & Peter Mueser, 2020. "The Labor Market Effects of US Reemployment Policy: Lessons from an Analysis of Four Programs during the Great Recession," Journal of Labor Economics, University of Chicago Press, vol. 38(4), pages 1099-1140.
    5. Octave De Brouwer & Elisabeth Leduc & Ilan Tojerow, 2019. "The Unexpected Consequences of Job Search Monitoring: Disability Instead of Employment ?," ULB Institutional Repository 2013/340666, ULB -- Universite Libre de Bruxelles.
    6. Juliana MESÉN VARGAS & Bruno VAN DER LINDEN, 2017. "Is there always a trade-off between insurance and incentives? The case of unemployment with subsistence constraints," LIDAM Discussion Papers IRES 2017014, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    7. Cockx, Bart & Declercq, Koen & Dejemeppe, Muriel & Inga, Leda & Van der Linden, Bruno, 2020. "Switching from an inclining to a zero-level unemployment benefit profile: Good for work incentives?," Labour Economics, Elsevier, vol. 64(C).
    8. Bruno Decreuse & Guillaume Wilemme, 2019. "Age discontinuity and nonemployment benefit policy evaluation through the lens of job search theory," 2019 Meeting Papers 890, Society for Economic Dynamics.
    9. Lombardi, Stefano, 2019. "Threat effects of monitoring and unemployment insurance sanctions: evidence from two reforms," Working Paper Series 2019:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    10. De Brouwer, Octave & Leduc, Elisabeth & Tojerow, Ilan, 2023. "The consequences of job search monitoring for the long-term unemployed: Disability instead of employment?," Journal of Public Economics, Elsevier, vol. 224(C).
    11. Malory Rennoir & Ilan Tojerow, 2019. "Évaluation de l’ensemble du dispositif de contrôle de la disponibilité des chômeurs, tel que mis en œuvre au sein du Forem," ULB Institutional Repository 2013/292150, ULB -- Universite Libre de Bruxelles.
    12. De Groote, Olivier, 2019. "Dynamic Effort Choice in High School: Costs and Benefits of an Academic Track," TSE Working Papers 19-1002, Toulouse School of Economics (TSE), revised Jun 2023.
    13. Lichter, Andreas & Schiprowski, Amelie, 2021. "Benefit duration, job search behavior and re-employment," Journal of Public Economics, Elsevier, vol. 193(C).
    14. Dayanand S. Manoli & Marios Michaelides & Ankur Patel, 2018. "Long-Term and Heterogeneous Effects of Job-Search Assistance," NBER Working Papers 24422, National Bureau of Economic Research, Inc.
    15. Morescalchi Andrea & Paruolo Paolo, 2020. "Too Much Stick for the Carrot? Job Search Requirements and Search Behaviour of Unemployment Benefit Claimants," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 20(1), pages 1-21, January.

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    More about this item

    Keywords

    sanctions; non-stationary job search; unemployment benefits; monitoring; structural estimation;
    All these keywords.

    JEL classification:

    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies

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