IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://qed.econ.queensu.ca/working_papers/papers/qed_wp_1074.pdf
File Function: First version 2006
Download Restriction: no

Paper provided by Queen's University, Department of Economics in its series Working Papers with number 1074.

as
in new window

Length: 46 pages
Date of creation: May 2006
Date of revision:
Handle: RePEc:qed:wpaper:1074
Contact details of provider: Postal: Kingston, Ontario, K7L 3N6
Phone: (613) 533-2250
Fax: (613) 533-6668
Web page: http://qed.econ.queensu.ca/
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Bent Jesper Christensen & Rasmus Lentz & Dale T. Mortensen & George R. Neumann & Axel Werwatz, 2003. "On the Job Search and the Wage Distribution," CAM Working Papers 2004-09, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  2. David Card & Dean R. Hyslop, 2005. "Estimating the Effects of a Time-Limited Earnings Subsidy for Welfare-Leavers," Econometrica, Econometric Society, vol. 73(6), pages 1723-1770, November.
  3. Finn E. Kydland & Edward C. Prescott, 1994. "The computational experiment: an econometric tool," Working Paper 9420, Federal Reserve Bank of Cleveland.
  4. McCall, John J, 1970. "Economics of Information and Job Search," The Quarterly Journal of Economics, MIT Press, vol. 84(1), pages 113-26, February.
  5. Cole, Harold L & Rogerson, Richard, 1999. "Can the Mortensen-Pissarides Matching Model Match the Business-Cycle Facts?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(4), pages 933-59, November.
  6. 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.
  7. Card, D. & Michalopoulos, C. & Robins, P.K., 2001. "Measuring Wage Growth Among Former Welfare Recipients," Papers 2001-5, Gouvernement du Canada - Human Resources Development.
  8. Dale T. Mortensen & Christopher A. Pissarides, 1993. "Job Creation and Job Destruction in the Theory of Unemployment," CEP Discussion Papers dp0110, Centre for Economic Performance, LSE.
  9. Connolly, Helen & Gottschalk, Peter T., 2004. "Do Earnings Subsidies Affect Job Choice?," IZA Discussion Papers 1322, Institute for the Study of Labor (IZA).
  10. Carl Davidson & Stephen A. Woodbury, . "The Displacement Effect of Reemployment Bonus Programs," Upjohn Working Papers and Journal Articles cdsaw1993, W.E. Upjohn Institute for Employment Research.
  11. Yashiv, Eran, 2006. "Evaluating the Performance of the Search and Matching Model," IZA Discussion Papers 1931, Institute for the Study of Labor (IZA).
  12. Jeremy Lise & Shannon Seitz & Jeffrey Smith, 2005. "Equilibrium Policy Experiments and the Evaluation of Social Programs," Working Papers 1076, Queen's University, Department of Economics.
  13. Patrick Bajari & Ali Hortacsu, 2005. "Are Structural Estimates of Auction Models Reasonable? Evidence from Experimental Data," Journal of Political Economy, University of Chicago Press, vol. 113(4), pages 703-741, August.
  14. 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.
  15. 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.
  16. 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.
  17. Wouter J. den Haan & Garey Ramey & Joel Watson, 1997. "Job Destruction and Propagation of Shocks," NBER Working Papers 6275, National Bureau of Economic Research, Inc.
  18. Lin, Zhengxi, 1998. "Employment Insurance in Canada: Recent Trends and Policy Changes," Analytical Studies Branch Research Paper Series 1998125e, Statistics Canada, Analytical Studies Branch.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:qed:wpaper:1074. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mark Babcock)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.