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New risk rates, inter-industry differentials and the magnitude of VSL estimates

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  • Scotton Carol R.

    (Department of Economics, Knox College, Galesburg, IL 61401, USA)

Abstract

The Census of Fatal Occupational Injury (CFOI) provides data for creating objective measures of workplace risk used in estimations of wage-risk premia for value of statistical life (VSL) calculations. This relatively new data set enables a more theoretically defensible measure for use in hedonic wage equations. However, constructing these rates from the CFOI data necessarily involves creating an industry-occupation matrix defining the “jobs,” deciding whether or not to include the self-employed, and selecting a denominator. These choices in the construction of the risk measure alone, as shown here, result in variations of VSL estimates ranging from $8 million to $18 million. Further, risk measures based on the CFOI data, regardless of construction, are sensitive to simple changes in the specification for the hedonic wage equation. In particular, fixed effects describing the industry in which a worker is employed, as well as the worker’s occupation, are primary influences on the magnitude of the VSL estimates.

Suggested Citation

  • Scotton Carol R., 2013. "New risk rates, inter-industry differentials and the magnitude of VSL estimates," Journal of Benefit-Cost Analysis, De Gruyter, vol. 4(1), pages 39-80, March.
    • Handle: RePEc:bpj:jbcacn:v:4:y:2013:i:1:p:39-80:n:5
    DOI: 10.1515/jbca-2012-0015
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    as
    1. Orley Ashenfelter, 2006. "Measuring the Value of a Statistical Life: Problems and Prospects," Economic Journal, Royal Economic Society, vol. 116(510), pages 10-23, March.
    2. Barry T. Hirsch, 2008. "Wage Gaps Large and Small," Southern Economic Journal, John Wiley & Sons, vol. 74(4), pages 914-933, April.
    3. Mellow, Wesley & Sider, Hal, 1983. "Accuracy of Response in Labor Market Surveys: Evidence and Implications," Journal of Labor Economics, University of Chicago Press, vol. 1(4), pages 331-344, October.
    4. 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.
    5. Janusz R. Mrozek & Laura O. Taylor, 2002. "What determines the value of life? a meta-analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 253-270.
    6. Orley Ashenfelter & Michael Greenstone, 2004. "Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias," American Economic Review, American Economic Association, vol. 94(2), pages 454-460, May.
    7. Christopher R. Bollinger, 2001. "Response Error and the Union Wage Differential," Southern Economic Journal, John Wiley & Sons, vol. 68(1), pages 60-76, July.
    8. W. Kip Viscusi, 2004. "The Value of Life: Estimates with Risks by Occupation and Industry," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 29-48, January.
    9. Kochi Ikuho & Taylor Laura O, 2011. "Risk Heterogeneity and the Value of Reducing Fatal Risks: Further Market-Based Evidence," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(3), pages 1-28, August.
    10. Robinson Lisa A & Hammitt James K. & Aldy Joseph E. & Krupnick Alan & Baxter Jennifer, 2010. "Valuing the Risk of Death from Terrorist Attacks," Journal of Homeland Security and Emergency Management, De Gruyter, vol. 7(1), pages 1-27, February.
    11. Barry T. Hirsch & Edward J. Schumacher, 2004. "Match Bias in Wage Gap Estimates Due to Earnings Imputation," Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 689-722, July.
    12. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    13. repec:reg:rpubli:282 is not listed on IDEAS
    14. Lisa A. Robinson, 2007. "Policy Monitor How US Government Agencies Value Mortality Risk Reductions," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 1(2), pages 283-299, Summer.
    15. Christopher R. Bollinger & Barry T. Hirsch, 2006. "Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 483-520, July.
    16. David Fairris & Erik Jonasson, 2008. "What Accounts for Intra-Industry Wage Differentials? Results from a Survey of Establishments," Journal of Economic Issues, Taylor & Francis Journals, vol. 42(1), pages 97-114, March.
    17. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    18. Orley Ashenfelter & Michael Greenstone, 2004. "Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias," American Economic Review, American Economic Association, vol. 94(2), pages 454-460, May.
    19. Scotton, Carol R. & Taylor, Laura O., 2011. "Valuing risk reductions: Incorporating risk heterogeneity into a revealed preference framework," Resource and Energy Economics, Elsevier, vol. 33(2), pages 381-397, May.
    20. Black, Dan A & Kniesner, Thomas J, 2003. "On the Measurement of Job Risk in Hedonic Wage Models," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 205-220, December.
    21. Orley Ashenfelter & Michael Greenstone, 2004. "Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias," Working Papers 858, Princeton University, Department of Economics, Industrial Relations Section..
    22. Maury Gittleman & Brooks Pierce, 2011. "Inter-Industry Wage Differentials Job Content and Unobserved Ability," ILR Review, Cornell University, ILR School, vol. 64(2), pages 356-374, January.
    23. Richard Thaler & Sherwin Rosen, 1976. "The Value of Saving a Life: Evidence from the Labor Market," NBER Chapters, in: Household Production and Consumption, pages 265-302, National Bureau of Economic Research, Inc.
    24. Lane, Julia I. & Salmon, Laurie A. & Spletzer, James R., 2007. "Establishment Wage Differentials," Working Papers 403, U.S. Bureau of Labor Statistics.
    25. Barry T. Hirsch, 2008. "Wage Gaps Large and Small," Southern Economic Journal, John Wiley & Sons, vol. 74(4), pages 914-933, April.
    26. Robert S. Smith, 1979. "Compensating Wage Differentials and Public Policy: A Review," ILR Review, Cornell University, ILR School, vol. 32(3), pages 339-352, April.
    27. Goux, Dominique & Maurin, Eric, 1999. "Persistence of Interindustry Wage Differentials: A Reexamination Using Matched Worker-Firm Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 492-533, July.
    28. Trudy Ann Cameron, 2010. "Euthanizing the Value of a Statistical Life," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(2), pages 161-178, Summer.
    29. Thaler, Richard H, 1989. "Interindustry Wage Differentials," Journal of Economic Perspectives, American Economic Association, vol. 3(2), pages 181-193, Spring.
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