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Evaluating Search and Matching Models Using Experimental Data

  • Jeremy Lise

    ()

    (Queen's University)

  • Shannon Seitz

    ()

    (Queen's University)

  • Jeffrey Smith

    ()

    (University of Michigan)

This paper introduces an innovative test of search and matching models using the exogenous variation available in experimental data. We take an off-the-shelf Pissarides matching model and calibrate it to data on the control group from a randomized social experiment. We then simulate a program group from a randomized experiment within the model. As a measure of the performance of the model, we compare the outcomes of the program groups from the model and from the randomized experiment. We illustrate our methodology using the Canadian Self-Sufficiency Project (SSP), a social experiment providing a time limited earnings supplement for Income Assistance recipients who obtain full time employment within a 12 month period. We find two features of the model are consistent with the experimental results: endogenous search intensity and exogenous job destruction. We find mixed evidence in support of the assumption of fixed hours of labor supply. Finally, we find a constant job destruction rate is not consistent with the experimental data in this context.

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File URL: http://qed.econ.queensu.ca/working_papers/papers/qed_wp_1074.pdf
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Paper provided by Queen's University, Department of Economics in its series Working Papers with number 1074.

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Length: 46 pages
Date of creation: May 2006
Date of revision:
Handle: RePEc:qed:wpaper:1074
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  1. Albrecht, James & van den Berg, Gerard J. & Vroman, Susan, 2006. "The Aggregate Labor Market Effects of the Swedish Knowledge Lift Program," IZA Discussion Papers 2385, Institute for the Study of Labor (IZA).
  2. 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.
  3. Pieter Gautier & Paul Muller & Bas van der Klaauw, & Michael Rosholm & Michael Svarer, 2012. "Estimating Equilibrium Effects of Job Search Assistance," Economics Working Papers 2012-27, Department of Economics and Business Economics, Aarhus University.
  4. Giovanni L. Violante & Per Krusell & Andreas Hornstein, 2006. "Frictional wage dispersion in search models: a quantitative assessment," Working Paper 06-07, Federal Reserve Bank of Richmond.
  5. Riddell, Chris & Riddell, W. Craig, 2012. "The Pitfalls of Work Requirements in Welfare-to-Work Policies: Experimental Evidence on Human Capital Accumulation in the Self-Sufficiency Project," IZA Discussion Papers 6378, Institute for the Study of Labor (IZA).
  6. Finn E. Kydland & Edward C. Prescott, 1994. "The computational experiment: an econometric tool," Working Paper 9420, Federal Reserve Bank of Cleveland.
  7. Patrick Bajari & Ali Hortacsu, 2003. "Are Structural Estimates of Auction Models Reasonable? Evidence from Experimental Data," NBER Working Papers 9889, National Bureau of Economic Research, Inc.
  8. Pissarides, Christopher A, 1985. "Short-run Equilibrium Dynamics of Unemployment Vacancies, and Real Wages," American Economic Review, American Economic Association, vol. 75(4), pages 676-90, September.
  9. Michael P. Keane & Kenneth I. Wolpin, 2007. "Exploring The Usefulness Of A Nonrandom Holdout Sample For Model Validation: Welfare Effects On Female Behavior," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 48(4), pages 1351-1378, November.
  10. Dale T. Mortensen, 2005. "More on Unemployment and Vacancy Fluctuations," 2005 Meeting Papers 326, Society for Economic Dynamics.
  11. Yashiv, Eran, 2005. "Evaluating the Performance of the Search and Matching Model," CEPR Discussion Papers 5363, C.E.P.R. Discussion Papers.
  12. Christensen, Bent Jesper & Mortensen, Dale & Neumann, George R. & Werwatz, Axel, 2000. "On the job search and the wage distribution," SFB 373 Discussion Papers 2000,108, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  13. Harold L. Cole & Richard Rogerson, 1996. "Can the Mortonson-Pissarides matching model match the business cycle facts?," Staff Report 224, Federal Reserve Bank of Minneapolis.
  14. Fernando Alvarez & Marcelo Veracierto, 1999. "Labor market policies in an equilibrium search model," Working Paper Series WP-99-10, Federal Reserve Bank of Chicago.
  15. Crépon, Bruno & Duflo, Esther & Gurgand, Marc & Rathelot, Roland & Zamora, Philippe, 2012. "Do Labor Market Policies Have Displacement Effects? Evidence from a Clustered Randomized Experiment," CEPR Discussion Papers 9251, C.E.P.R. Discussion Papers.
  16. Miana Plesca, 2010. "A General Equilibrium Evaluation of the Employment Service," Working Paper Series 40_10, The Rimini Centre for Economic Analysis.
  17. Diamond, Peter A, 1982. "Aggregate Demand Management in Search Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 90(5), pages 881-94, October.
  18. Kenneth L. Judd, 1998. "Numerical Methods in Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100711, March.
  19. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
  20. Ljungqvist, Lars & Sargent, Thomas J., 1997. "The European Unemployment Dilemma," Working Paper Series 481, Research Institute of Industrial Economics.
  21. Christopher Ferrall, 2008. "Explaining and Forecasting Results of The Self-Sufficiency Project," Working Papers 1165, Queen's University, Department of Economics.
  22. Jovanovic, Boyan, 1984. "Matching, Turnover, and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 92(1), pages 108-22, February.
  23. Cahuc, Pierre & Le Barbanchon, Thomas, 2008. "Labor Market Policy Evaluation in Equilibrium: Some Lessons of the Job Search and Matching Model," IZA Discussion Papers 3687, Institute for the Study of Labor (IZA).
  24. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 19 pages.
  25. 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.
  26. Michalopoulos, Charles & Robins, Philip K. & Card, David, 2005. "When financial work incentives pay for themselves: evidence from a randomized social experiment for welfare recipients," Journal of Public Economics, Elsevier, vol. 89(1), pages 5-29, January.
  27. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-38, October.
  28. Garey Ramey & Wouter J. den Haan & Joel Watson, 2000. "Job Destruction and Propagation of Shocks," American Economic Review, American Economic Association, vol. 90(3), pages 482-498, June.
  29. Jeffrey Zabel & Saul Schwartz & Stephen Donald, 2013. "An analysis of the impact of the self-sufficiency project on wages," Empirical Economics, Springer, vol. 44(1), pages 231-259, February.
  30. David Card & Dean R. Hyslop, 2004. "Estimating the Effects of a Time Limited Earnings Subsidy for Welfare Leavers," NBER Working Papers 10647, National Bureau of Economic Research, Inc.
  31. Mortensen, Dale T, 1982. "Property Rights and Efficiency in Mating, Racing, and Related Games," American Economic Review, American Economic Association, vol. 72(5), pages 968-79, December.
  32. Card, D. & Michalopoulos, C. & Robins, P.K., 2001. "Measuring Wage Growth Among Former Welfare Recipients," Papers 2001-5, Gouvernement du Canada - Human Resources Development.
  33. Lin, Zhengxi, 1998. "Employment Insurance in Canada: Recent Trends and Policy Changes," Analytical Studies Branch Research Paper Series 1998125e, Statistics Canada, Analytical Studies Branch.
  34. Lars Peter Hansen & James J. Heckman, 1996. "The Empirical Foundations of Calibration," Journal of Economic Perspectives, American Economic Association, vol. 10(1), pages 87-104, Winter.
  35. Connolly, Helen & Gottschalk, Peter T., 2004. "Do Earnings Subsidies Affect Job Choice?," IZA Discussion Papers 1322, Institute for the Study of Labor (IZA).
  36. Hilary W. Hoynes & Marianne P Bitler & Jonah B. Gelbach, 2005. "Distributional Impacts of the Self-Sufficiency Project," Working Papers 530, University of California, Davis, Department of Economics.
  37. Carl Davidson & Stephen A. Woodbury, 1990. "The Displacement Effect of Reemployment Bonus Programs," Upjohn Working Papers and Journal Articles 90-02, W.E. Upjohn Institute for Employment Research.
  38. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October.
  39. AfDB AfDB, . "The AfDB Statistics Pocketbook 2008," AfDB Statistics Pocketbook, African Development Bank, number 3 edited by Koua Louis Kouakou, 1.
  40. Helen Connolly & Peter Gottschalk, 2009. "Do earnings subsidies affect job choice? The impact of SSP subsidies on job turnover and wage growth," Canadian Journal of Economics, Canadian Economics Association, vol. 42(4), pages 1276-1304, November.
  41. J. J. McCall, 1970. "Economics of Information and Job Search," The Quarterly Journal of Economics, Oxford University Press, vol. 84(1), pages 113-126.
  42. Robert E. Hall, 2005. "Employment Fluctuations with Equilibrium Wage Stickiness," American Economic Review, American Economic Association, vol. 95(1), pages 50-65, March.
  43. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, March.
  44. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-20, September.
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