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The Craft of Labormetrics

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  • Daniel S. Hamermesh

Abstract

Using a wide array of examples from the literature and from original estimates, the author examines the pitfalls that make good empirical research in labor economics at least as much craft as statistical technique. Among the subjects discussed are the appropriateness and cleanliness of data; problems of extreme observations; the validity of attempts to produce exogeneity using instrumental variables, “natural experiments,†and structural models; and the treatment of selectivity and unobservable individual effects. The author stresses the importance of testing empirical results to ensure that they make sense, and of presenting them clearly and economically.

Suggested Citation

  • Daniel S. Hamermesh, 2000. "The Craft of Labormetrics," ILR Review, Cornell University, ILR School, vol. 53(3), pages 363-380, April.
    • Handle: RePEc:sae:ilrrev:v:53:y:2000:i:3:p:363-380
    DOI: 10.1177/001979390005300301
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    1. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    2. David Card, 1990. "The Impact of the Mariel Boatlift on the Miami Labor Market," ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    3. Jennifer Hunt, 1992. "The Impact of the 1962 Repatriates from Algeria on the French Labor Market," ILR Review, Cornell University, ILR School, vol. 45(3), pages 556-572, April.
    4. Anderson, Patricia M. & Meyer, Bruce D., 2000. "The effects of the unemployment insurance payroll tax on wages, employment, claims and denials," Journal of Public Economics, Elsevier, vol. 78(1-2), pages 81-106, October.
    5. David S. Evans & Linda S. Leighton, 1995. "Retrospective Bias in the Displaced Worker Surveys," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 386-396.
    6. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    7. Hamermesh, Daniel S & Menchik, Paul L, 1987. "Planned and Unplanned Bequests," Economic Inquiry, Western Economic Association International, vol. 25(1), pages 55-66, January.
    8. Nada Eissa & Jeffrey B. Liebman, 1996. "Labor Supply Response to the Earned Income Tax Credit," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 605-637.
    9. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    10. Tomas Philipson, 1997. "Data Markets and the Production of Surveys," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(1), pages 47-72.
    11. Baker, Michael, 1997. "Growth-Rate Heterogeneity and the Covariance Structure of Life-Cycle Earnings," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 338-375, April.
    12. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    13. Elliott, Robert F. & Sandy, Robert, 1998. "Adam Smith may have been right after all: A new approach to the analysis of compensating differentials," Economics Letters, Elsevier, vol. 59(1), pages 127-131, April.
    14. Susan Dynarski & Jonathan Gruber, 1997. "Can Families Smooth Variable Earnings?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1), pages 229-303.
    15. Shin, Kwanho, 1997. "Inter- and Intrasectoral Shocks: Effects on the Unemployment Rate," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 376-401, April.
    16. Hamermesh, Daniel S, 1982. "Social Insurance and Consumption: An Empirical Inquiry," American Economic Review, American Economic Association, vol. 72(1), pages 101-113, March.
    17. Card, David, 1996. "The Effect of Unions on the Structure of Wages: A Longitudinal Analysis," Econometrica, Econometric Society, vol. 64(4), pages 957-979, July.
    18. Biddle, Jeff E & Hamermesh, Daniel S, 1990. "Sleep and the Allocation of Time," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 922-943, October.
    19. Newey, Whitney K. & Powell, James L., 1993. "Efficiency bounds for some semiparametric selection models," Journal of Econometrics, Elsevier, vol. 58(1-2), pages 169-184, July.
    20. Patricia M. Anderson, 1993. "Linear Adjustment Costs and Seasonal Labor Demand: Evidence from Retail Trade Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(4), pages 1015-1042.
    21. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    22. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    23. Deirdre N. McCloskey & Stephen T. Ziliak, 1996. "The Standard Error of Regressions," Journal of Economic Literature, American Economic Association, vol. 34(1), pages 97-114, March.
    24. Parsons, Donald O, 1980. "The Decline in Male Labor Force Participation," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 117-134, February.
    25. Reuben Gronau, 1973. "Wage Comparisons -A Selectivity Bias," NBER Working Papers 0013, National Bureau of Economic Research, Inc.
    26. Gerald S. Oettinger, 1999. "An Empirical Analysis of the Daily Labor Supply of Stadium Vendors," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 360-392, April.
    27. Bound, John, 1989. "The Health and Earnings of Rejected Disability Insurance Applicants," American Economic Review, American Economic Association, vol. 79(3), pages 482-503, June.
    28. Mueller, Richard E., 1998. "Public-private sector wage differentials in Canada: evidence from quantile regressions," Economics Letters, Elsevier, vol. 60(2), pages 229-235, August.
    29. Juster, F Thomas & Stafford, Frank P, 1991. "The Allocation of Time: Empirical Findings, Behavioral Models, and Problems of Measurement," Journal of Economic Literature, American Economic Association, vol. 29(2), pages 471-522, June.
    30. Hamermesh, Daniel S & Biddle, Jeff E, 1994. "Beauty and the Labor Market," American Economic Review, American Economic Association, vol. 84(5), pages 1174-1194, December.
    31. Hammond,J. Daniel, 1996. "Theory and Measurement," Cambridge Books, Cambridge University Press, number 9780521552059, September.
    32. George A. Akerlof & Janet L. Yellen, 1985. "Unemployment Through the Filter of Memory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(3), pages 747-773.
    33. Kristin F. Butcher & Anne Case, 1994. "The Effect of Sibling Sex Composition on Women's Education and Earnings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 531-563.
    34. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    35. Daniel S. Hamermesh & Stephen J. Trejo, 2000. "The Demand for Hours of Labor: Direct Evidence from California," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 38-47, February.
    36. Caballero, Ricardo J & Engel, Eduardo M R A & Haltiwanger, John, 1997. "Aggregate Employment Dynamics: Building from Microeconomic Evidence," American Economic Review, American Economic Association, vol. 87(1), pages 115-137, March.
    37. Jonathan M. Thomas, 1997. "Public Employment Agencies and Unemployment Spells: Reconciling the Experimental and Nonexperimental Evidence," ILR Review, Cornell University, ILR School, vol. 50(4), pages 667-683, July.
    38. George J. Borjas, 1980. "The Relationship between Wages and Weekly Hours of Work: The Role of Division Bias," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 409-423.
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