IDEAS home Printed from
MyIDEAS: Login to save this article or follow this journal

Roy Model Sorting And Nonrandom Selection In The Valuation Of A Statistical Life

  • Thomas DeLeire
  • Shakeeb Khan
  • Christopher Timmins

Wage-hedonics is used to recover the value of a statistical life by exploiting the fact that workers choosing riskier occupations will be compensated with a higher wage. However, Roy (1951) suggests that observed wage distributions will be distorted if individuals select into jobs according to idiosyncratic returns. We illustrate how this type of sorting may bias wage-hedonic VSL estimates and describe two estimators that correct for it. Using data from the CPS, we recover VSL estimates that are three to four times larger than those based on the traditional techniques, statistically significant, and robust to a wide array of specifications.

(This abstract was borrowed from another version of this item.)

To our knowledge, this item is not available for download. To find whether it is available, there are three options:
1. Check below under "Related research" whether another version of this item is available online.
2. Check on the provider's web page whether it is in fact available.
3. Perform a search for a similarly titled item that would be available.

Article provided by Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association in its journal International Economic Review.

Volume (Year): 54 (2013)
Issue (Month): 1 (02)
Pages: 279-306

in new window

Handle: RePEc:wly:iecrev:v:54:y:2013:i:1:p:279-306
Contact details of provider: Postal: 160 McNeil Building, 3718 Locust Walk, Philadelphia, PA 19104-6297
Phone: (215) 898-8487
Fax: (215) 573-2057
Web page:

More information through EDIRC

Order Information: Web: Email:

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. Patrick Bajari & Matthew E. Kahn, 2002. "Estimating Housing Demand with an Application to Explaining Racial Segregation in Cities," Working Papers 02011, Stanford University, Department of Economics.
  2. Kniesner, Thomas J. & Viscusi, W. Kip & Woock, Christopher & Ziliak, James P., 2007. "Pinning Down the Value of Statistical Life," IZA Discussion Papers 3107, Institute for the Study of Labor (IZA).
  3. Ted Gayer & James T. Hamilton & W. Kip Viscusi, 2000. "Private Values Of Risk Tradeoffs At Superfund Sites: Housing Market Evidence On Learning About Risk," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 439-451, August.
  4. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-18, May.
  5. Brown, Charles, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 94(1), pages 113-34, February.
  6. Orley Ashenfelter & Michael Greenstone, 2002. "Using Mandated Speed Limits to Measure the Value of a Statistical Life," Working Papers 842, Princeton University, Department of Economics, Industrial Relations Section..
  7. Dora L. Costa & Matthew E. Kahn, 2002. "Changes in the Value of Life: 1940-1980," NBER Working Papers 9396, National Bureau of Economic Research, Inc.
  8. Blomquist, Glenn C, 1979. "Value of Life Saving: Implications of Consumption Activity," Journal of Political Economy, University of Chicago Press, vol. 87(3), pages 540-58, June.
  9. Viscusi, W Kip & Aldy, Joseph E, 2003. " The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," Journal of Risk and Uncertainty, Springer, vol. 27(1), pages 5-76, August.
  10. Hwang, Hae-shin & Reed, W Robert & Hubbard, Carlton, 1992. "Compensating Wage Differentials and Unobserved Productivity," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 835-58, August.
  11. Thomas DeLeire & Helen Levy, 2004. "Worker Sorting and the Risk of Death on the Job," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 925-954, October.
  12. Jason F. Shogren & Tommy Stamland, 2002. "Skill and the Value of Life," Journal of Political Economy, University of Chicago Press, vol. 110(5), pages 1168-1197, October.
  13. Dreyfus, Mark K & Viscusi, W Kip, 1995. "Rates of Time Preference and Consumer Valuations of Automobile Safety and Fuel Efficiency," Journal of Law and Economics, University of Chicago Press, vol. 38(1), pages 79-105, April.
  14. Patrick Bayer & Shakeeb Khan & Christopher Timmins, 2008. "Nonparametric Identification and Estimation in a Generalized Roy Model," NBER Working Papers 13949, National Bureau of Economic Research, Inc.
  15. Jahn K. Hakes & W. Kip Viscusi, 2007. "Automobile Seatbelt Usage and the Value of Statistical Life," Southern Economic Journal, Southern Economic Association, vol. 73(3), pages 659–676, January.
  16. Dan A. Black & Thomas K. Kniesner, 2003. "On the Measurement of Job Risk in Hedonic Wage Models," NCEE Working Paper Series 200306, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Aug 2003.
  17. Revesz, Richard L., 1999. "Environmental Regulation, Cost-Benefit Analysis, and the Discounting of Human Lives," Berkeley Olin Program in Law & Economics, Working Paper Series qt57q8284f, Berkeley Olin Program in Law & Economics.
  18. Alberini, Anna & Cropper, Maureen & Krupnick, Alan & Simon, N.B.Nathalie B., 2004. "Does the value of a statistical life vary with age and health status? Evidence from the US and Canada," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 769-792, July.
  19. V. Kerry Smith & Mary F. Evans & Hyun Kim & Donald H. Taylor, 2004. "Do the Near-Elderly Value Mortality Risks Differently?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 423-429, February.
  20. Hersch, Joni & Pickton, Todd S, 1995. "Risk-Taking Activities and Heterogeneity of Job-Risk Tradeoffs," Journal of Risk and Uncertainty, Springer, vol. 11(3), pages 205-17, December.
  21. repec:reg:rpubli:282 is not listed on IDEAS
  22. Savage, Ian, 1993. " An Empirical Investigation into the Effect of Psychological Perceptions on the Willingness-to-Pay to Reduce Risk," Journal of Risk and Uncertainty, Springer, vol. 6(1), pages 75-90, January.
  23. Joni Hersch & W. Kip Viscusi, 1990. "Cigarette Smoking, Seatbelt Use, and Differences in Wage-Risk Tradeoffs," Journal of Human Resources, University of Wisconsin Press, vol. 25(2), pages 202-227.
  24. Portney, Paul R., 1981. "Housing prices, health effects, and valuing reductions in risk of death," Journal of Environmental Economics and Management, Elsevier, vol. 8(1), pages 72-78, March.
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:wly:iecrev:v:54:y:2013:i:1:p:279-306. 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: (Wiley-Blackwell Digital Licensing)

or ()

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.