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Sorting by skill over the course of job search

Author

Listed:
  • Marianna Kudlyak
  • Damba Lkhagvasuren
  • Roman Sysuyev
Abstract
We use novel high-frequency panel data on individuals' job applications from an online job posting engine to study (1) whether at the beginning of search job seekers with different levels of education (skill) apply to different jobs, and (2) how search behavior changes as search continues. First, we find that there is sorting by skill at the beginning of search. Second, as search continues, job seekers apply to different types of jobs than at the beginning of search. In particular, assuming that sorting at the beginning of search is positive, as search continues there is less sorting by education and job seekers, on average, apply to lower quality jobs.

Suggested Citation

  • Marianna Kudlyak & Damba Lkhagvasuren & Roman Sysuyev, 2012. "Sorting by skill over the course of job search," Working Paper 12-03, Federal Reserve Bank of Richmond.
  • Handle: RePEc:fip:fedrwp:12-03
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    References listed on IDEAS

    as
    1. Kremer, M & Maskin, E, 1996. "Wage Inequality and Segregation by Skill," Working papers 96-23, Massachusetts Institute of Technology (MIT), Department of Economics.
    2. Pieter A. Gautier & Coen N. Teulings, 2006. "How Large are Search Frictions?," Journal of the European Economic Association, MIT Press, vol. 4(6), pages 1193-1225, December.
    3. Francisco M. Gonzalez & Shouyong Shi, 2010. "An Equilibrium Theory of Learning, Search, and Wages," Econometrica, Econometric Society, vol. 78(2), pages 509-537, March.
    4. Jan Eeckhout & Philipp Kircher, 2011. "Identifying Sorting--In Theory," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 872-906.
    5. R. Jason Faberman & Marianna Kudlyak, 2019. "The Intensity of Job Search and Search Duration," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 327-357, July.
    6. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    7. Alan B. Krueger & Andreas Mueller, 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Working Papers 1295, Princeton University, Department of Economics, Center for Economic Policy Studies..
    8. Meta Brown & Christopher J. Flinn & Andrew Schotter, 2011. "Real-Time Search in the Laboratory and the Market," American Economic Review, American Economic Association, vol. 101(2), pages 948-974, April.
    9. Albrecht, James W & Axell, Bo, 1984. "An Equilibrium Model of Search Unemployment," Journal of Political Economy, University of Chicago Press, vol. 92(5), pages 824-840, October.
    10. Giuseppe Moscarini, 2001. "Excess Worker Reallocation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 593-612.
    11. S. C. Salop, 1973. "Systematic Job Search and Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 40(2), pages 191-201.
    12. Michael Rothschild, 1974. "Searching for the Lowest Price When the Distribution of Prices Is Unknown: A Summary," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 1, pages 293-294, National Bureau of Economic Research, Inc.
    13. Kenneth Burdett & Tara Vishwanath, 1988. "Declining Reservation Wages and Learning," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(4), pages 655-665.
    14. Olivier Jean Blanchard & Peter Diamond, 1994. "Ranking, Unemployment Duration, and Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 417-434.
    15. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2012. "Duration Dependence and Labor Market Conditions: Theory and Evidence from a Field Experiment," NBER Working Papers 18387, National Bureau of Economic Research, Inc.
    16. Gronau, Reuben, 1971. "Information and Frictional Unemployment," American Economic Review, American Economic Association, vol. 61(3), pages 290-301, June.
    17. Rothschild, Michael, 1974. "Searching for the Lowest Price When the Distribution of Prices Is Unknown," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 689-711, July/Aug..
    18. repec:pri:cepsud:215krueger is not listed on IDEAS
    19. Kory Kroft & Fabian Lange & Matthew J. Notowidigdo, 2013. "Duration Dependence and Labor Market Conditions: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1123-1167.
    20. Kiefer, Nicholas M & Neumann, George R, 1979. "An Empirical Job-Search Model, with a Test of the Constant Reservation-Wage Hypothesis," Journal of Political Economy, University of Chicago Press, vol. 87(1), pages 89-107, February.
    21. Addison, John T & Portugal, Pedro, 1989. "Job Displacement, Relative Wage Changes, and Duration of Unemployment," Journal of Labor Economics, University of Chicago Press, vol. 7(3), pages 281-302, July.
    22. Johannes F. Schmieder & Till M. von Wachter & Stefan Bender, 2012. "The Long-Term Effects of Unemployment Insurance Extensions on Employment," NBER Working Papers 17814, National Bureau of Economic Research, Inc.
    23. Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-846, July-Aug..
    24. Kahn, Lawrence M, 1978. "The Returns to Job Search: A Test of Two Models," The Review of Economics and Statistics, MIT Press, vol. 60(4), pages 496-503, November.
    25. Alan B. Krueger & Andreas Mueller, 2011. "Job Search, Emotional Well-Being and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 1-81.
    26. Andreas Hornstein & Per Krusell & Giovanni L. Violante, 2011. "Frictional Wage Dispersion in Search Models: A Quantitative Assessment," American Economic Review, American Economic Association, vol. 101(7), pages 2873-2898, December.
    27. repec:pri:indrel:dsp014j03cz656 is not listed on IDEAS
    28. Krueger, Alan B. & Mueller, Andreas I., 2011. "Job Search and Job Finding in a Period of Mass Unemployment: Evidence from High-Frequency Longitudinal Data," IZA Discussion Papers 5450, Institute of Labor Economics (IZA).
    29. Mortensen, Dale T, 1970. "Job Search, the Duration of Unemployment, and the Phillips Curve," American Economic Review, American Economic Association, vol. 60(5), pages 847-862, December.
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    Cited by:

    1. Brenčič, Vera, 2014. "Search online: Evidence from acquisition of information on online job boards and resume banks," Journal of Economic Psychology, Elsevier, vol. 42(C), pages 112-125.
    2. R. Jason Faberman & Marianna Kudlyak, 2019. "The Intensity of Job Search and Search Duration," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 327-357, July.

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    More about this item

    Keywords

    Business cycles; Monetary policy; Labor market;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

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