Advanced Search
MyIDEAS: Login

The Art of Labormetrics

Contents:

Author Info

  • Daniel S. Hamermesh

Abstract

Using a wide array of examples from the literature and from original estimates, this essay examines the pitfalls that make good empirical research in labor economics as much art as science. Appropriateness and cleanliness of data are considered, as are problems of extreme observations and interactions. The validity of attempts to produce exogeneity using instrumental variables and natural experiments' is examined, as are the treatment of selectivity and unobservable individual effects. Testing empirical results to ensure that they make sense is stressed along with the importance of clear, economical and useful presentation of those results.

Download Info

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://www.nber.org/papers/w6927.pdf
Download Restriction: no

Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 6927.

as in new window
Length:
Date of creation: Feb 1999
Date of revision:
Handle: RePEc:nbr:nberwo:6927

Note: LS
Contact details of provider:
Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.
Phone: 617-868-3900
Email:
Web page: http://www.nber.org
More information through EDIRC

Related research

Keywords:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

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. Nada Eissa & Jeffrey B. Liebman, 1995. "Labor Supply Response to the Earned Income Tax Credit," NBER Working Papers 5158, National Bureau of Economic Research, Inc.
  2. David Card, 1989. "The Impact of the Mariel Boatlift on the Miami Labor Market," NBER Working Papers 3069, National Bureau of Economic Research, Inc.
  3. Manski, Charles F, 1991. "Regression," Journal of Economic Literature, American Economic Association, vol. 29(1), pages 34-50, March.
  4. Bruce D. Meyer, 1994. "Natural and Quasi- Experiments in Economics," NBER Technical Working Papers 0170, National Bureau of Economic Research, Inc.
  5. David Genesove & Christopher J. Mayer, 1994. "Equity and Time to Sale in the Real Estate Market," NBER Working Papers 4861, National Bureau of Economic Research, Inc.
  6. Herbert Grubel & Dennis Maki, 1976. "The effects of unemployment benefits on U. S. Unemployment rates," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 112(2), pages 274-299, June.
  7. 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 922-43, October.
  8. Philipson, Tomas, 1997. "Data Markets and the Production of Surveys," Review of Economic Studies, Wiley Blackwell, vol. 64(1), pages 47-72, January.
  9. Parsons, Donald O, 1980. "The Decline in Male Labor Force Participation," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 117-34, February.
  10. Daniel S. Hamermesh & Jeff E. Biddle, 1993. "Beauty and the Labor Market," NBER Working Papers 4518, National Bureau of Economic Research, Inc.
  11. 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.
  12. Steve J. Davis & John Haltiwanger, 1991. "Gross job creation, gross job destruction and employment reallocation," Working Paper Series, Macroeconomic Issues 91-5, Federal Reserve Bank of Chicago.
  13. Ricardo J. Caballero & Eduardo Engel & John Haltiwanger, 1996. "Aggregate Employment Dynamics: Building from Microeconomic Evidence," Documentos de Trabajo 6, Centro de Economía Aplicada, Universidad de Chile.
  14. Hamermesh, Daniel S, 1982. "Social Insurance and Consumption: An Empirical Inquiry," American Economic Review, American Economic Association, vol. 72(1), pages 101-13, March.
  15. William N. Evans & Edward Montgomery, 1994. "Education and Health: Where There's Smoke There's an Instrument," NBER Working Papers 4949, National Bureau of Economic Research, Inc.
  16. Anderson, Patricia M, 1993. "Linear Adjustment Costs and Seasonal Labor Demand: Evidence from Retail Trade Firms," The Quarterly Journal of Economics, MIT Press, vol. 108(4), pages 1015-42, November.
  17. Jonathan M. Thomas, 1997. "Public employment agencies and unemployment spells: Reconciling the experimental and nonexperimental evidence," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 50(4), pages 667-683, July.
  18. 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.
  19. 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 338-75, April.
  20. Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," NBER Working Papers 3572, National Bureau of Economic Research, Inc.
  21. Juster, F. Thomas & Stafford, Frank P., 1990. "The Allocation of Time: Empirical Findings, Behavioural Models, and Problems of Measurement," Working Paper Series 258, Research Institute of Industrial Economics.
  22. Avner Ahituv & V. Joseph Hotz & Tomas Philipson, 1996. "The Responsiveness of the Demand for Condoms to the Local Prevalence of AIDS," Journal of Human Resources, University of Wisconsin Press, vol. 31(4), pages 869-897.
  23. 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.
  24. 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.
  25. Richard Dusansky & Clayton J. Vernon, 1998. "Rankings of U.S. Economics Departments," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 157-170, Winter.
  26. Reuben Gronau, 1973. "Wage Comparisons -A Selectivity Bias," NBER Working Papers 0013, National Bureau of Economic Research, Inc.
  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. Voos, Paula B & Mishel, Lawrence R, 1986. "The Union Impact on Profits in the Supermarket Industry," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 513-17, August.
  29. 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.
  30. 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.
  31. Akerlof, George A & Yellen, Janet L, 1985. "Unemployment through the Filter of Memory," The Quarterly Journal of Economics, MIT Press, vol. 100(3), pages 747-73, August.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Ziliak, Stephen T. & McCloskey, Deirdre N., 2004. "Size matters: the standard error of regressions in the American Economic Review," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 33(5), pages 527-546, November.
  2. Lundin, Martin & Skedinger, Per, 2006. "Decentralisation of active labour market policy: The case of Swedish local employment service committees," Journal of Public Economics, Elsevier, vol. 90(4-5), pages 775-798, May.
  3. Benito, A. & Oswald, A., 2000. "Commuting in Great Britain in the 1990s," The Warwick Economics Research Paper Series (TWERPS) 560, University of Warwick, Department of Economics.
  4. Rafael Di Tella & Ernesto Schargrodsky, 2004. "Do Police Reduce Crime? Estimates Using the Allocation of Police Forces After a Terrorist Attack," American Economic Review, American Economic Association, vol. 94(1), pages 115-133, March.
  5. Goolsbee, Austan & Klenow, Peter J, 2002. "Evidence on Learning and Network Externalities in the Diffusion of Home Computers," Journal of Law and Economics, University of Chicago Press, vol. 45(2), pages 317-43, October.
  6. Almeida, Rita, 2007. "The labor market effects of foreign owned firms," Journal of International Economics, Elsevier, vol. 72(1), pages 75-96, May.
  7. Bill Collier, 2000. "The UK Wage Curve: New Evidence from the British Household Panel Survey," Studies in Economics 0010, Department of Economics, University of Kent.
  8. Per Pettersson, 2000. "Do Parties Matter for Fiscal Policy Choices," Econometric Society World Congress 2000 Contributed Papers 1373, Econometric Society.
  9. Kniesner, Thomas J. & Viscusi, W. Kip & Ziliak, James P., 2012. "Willingness to Accept Equals Willingness to Pay for Labor Market Estimates of the Value of Statistical Life," IZA Discussion Papers 6816, Institute for the Study of Labor (IZA).
  10. Bonjour, Dorothe & Cherkas, Lynn & Haskel, Jonathan & Spector, Tim, 2002. "Returns to Education: Evidence from UK Twins," CEPR Discussion Papers 3354, C.E.P.R. Discussion Papers.
  11. Almeida, Rita K., 2003. "The Effects of Foreign Owned Firms on the Labor Market," IZA Discussion Papers 785, Institute for the Study of Labor (IZA).

Lists

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

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:6927. 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: ().

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.