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Are estimates of the value of a statistical life exaggerated?

Author

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  • Doucouliagos, Chris
  • Stanley, T.D.
  • Giles, Margaret

Abstract

The magnitude of the value of a statistical life (VSL) is critical to the evaluation of many health and safety initiatives. To date, the large and rigorous VSL research literature has not explicitly accommodated publication selectivity bias (i.e., the reduced probability that insignificant or negative VSL values are reported). This study demonstrates that doing so is essential. For studies that employ hedonic wage equations to estimate VSL, correction for selection bias reduces the average value of a statistical life by 70–80%. Our meta-regression analysis also identifies several sources for the wide heterogeneity found among reported VSL estimates.

Suggested Citation

  • Doucouliagos, Chris & Stanley, T.D. & Giles, Margaret, 2012. "Are estimates of the value of a statistical life exaggerated?," Journal of Health Economics, Elsevier, vol. 31(1), pages 197-206.
  • Handle: RePEc:eee:jhecon:v:31:y:2012:i:1:p:197-206
    DOI: 10.1016/j.jhealeco.2011.10.001
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    1. T.D. Stanley & Hristos Doucouliagos, 2010. "Picture This: A Simple Graph That Reveals Much Ado About Research," Journal of Economic Surveys, Wiley Blackwell, vol. 24(1), pages 170-191, February.
    2. Bellavance, Franois & Dionne, Georges & Lebeau, Martin, 2009. "The value of a statistical life: A meta-analysis with a mixed effects regression model," Journal of Health Economics, Elsevier, vol. 28(2), pages 444-464, March.
    3. 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.
    4. Laroche, P., 2000. "What do Unions do to Productivity? A Meta-Analysis," Papers 2000-5, Groupe de recherche en économie financière et en gestion des entreprises, Universite Nancy 2.
    5. Bowland, Bradley J. & Beghin, John C., 2001. "Robust estimates of value of a statistical life for developing economies," Journal of Policy Modeling, Elsevier, vol. 23(4), pages 385-396, May.
    6. W. Viscusi, 2010. "The heterogeneity of the value of statistical life: Introduction and overview," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 1-13, February.
    7. 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.
    8. Thomas Kniesner & W. Viscusi & James Ziliak, 2010. "Policy relevant heterogeneity in the value of statistical life: New evidence from panel data quantile regressions," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 15-31, February.
    9. Alan Krupnick, 2002. "The value of reducing risk of death: a policy perspective," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 275-282.
    10. 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.
    11. Thijs Dekker & Roy Brouwer & Marjan Hofkes & Klaus Moeltner, 2011. "The Effect of Risk Context on the Value of a Statistical Life: a Bayesian Meta-model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(4), pages 597-624, August.
    12. Card, David & Krueger, Alan B, 1995. "Time-Series Minimum-Wage Studies: A Meta-analysis," American Economic Review, American Economic Association, vol. 85(2), pages 238-243, May.
    13. Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-1946, December.
    14. Leigh J. Paul, 1995. "Compensating Wages, Value of a Statistical Life, and Inter-industry Differentials," Journal of Environmental Economics and Management, Elsevier, vol. 28(1), pages 83-97, January.
    15. 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 835-858, August.
    16. Ann Fisher & Lauraine G. Chestnut & Daniel M. Violette, 1989. "The value of reducing risks of death: A note on new evidence," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 8(1), pages 88-100.
    17. De Long, J Bradford & Lang, Kevin, 1992. "Are All Economic Hypotheses False?," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1257-1272, December.
    18. repec:bla:econom:v:63:y:1996:i:250:p:291-309 is not listed on IDEAS
    19. Stanley, T. D. & Doucouliagos, Chris, 2007. "Identifying and correcting publication selection bias in the efficiency-wage literature: Heckman Meta-Regression," Working Papers eco_2007_11, Deakin University, Department of Economics.
    20. T. D. Stanley, 2008. "Meta‐Regression Methods for Detecting and Estimating Empirical Effects in the Presence of Publication Selection," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(1), pages 103-127, February.
    21. Ikuho Kochi & Bryan Hubbell & Randall Kramer, 2006. "An Empirical Bayes Approach to Combining and Comparing Estimates of the Value of a Statistical Life for Environmental Policy Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(3), pages 385-406, July.
    22. repec:reg:rpubli:282 is not listed on IDEAS
    23. 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.
    24. Hristos Doucouliagos & T. D. Stanley, 2009. "Publication Selection Bias in Minimum‐Wage Research? A Meta‐Regression Analysis," British Journal of Industrial Relations, London School of Economics, vol. 47(2), pages 406-428, June.
    25. Stanley, T. D. & Jarrell, Stephen B. & Doucouliagos, Hristos, 2010. "Could It Be Better to Discard 90% of the Data? A Statistical Paradox," The American Statistician, American Statistical Association, vol. 64(1), pages 70-77.
    26. 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.
    27. Peter Dorman & Paul Hagstrom, 1998. "Wage Compensation for Dangerous Work Revisited," ILR Review, Cornell University, ILR School, vol. 52(1), pages 116-135, October.
    28. Adler, Matthew D & Posner, Eric A, 2000. "Implementing Cost-Benefit Analysis When Preferences Are Distorted," The Journal of Legal Studies, University of Chicago Press, vol. 29(2), pages 1105-1147, June.
    29. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    30. Christopher S. Carpenter & Mark F. Stehr, 2010. "Intended and Unintended Effects of Youth Bicycle Helmet Laws," NBER Working Papers 15658, National Bureau of Economic Research, Inc.
    31. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    32. G. Dionne & P.-C. Michaud, 2002. "Statistical Analysis of Value-of Life estimates using Hedonic Wage Method," THEMA Working Papers 2002-13, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    33. 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.
    34. Doucouliagos, Hristos & Stanley, T. D., 2008. "Theory competition and selectivity: are all economic facts greatly exaggerated?," Working Papers eco_2008_06, Deakin University, Department of Economics.
    35. Liu, Jin-Tan & Hammitt, James K. & Liu, Jin-Long, 1997. "Estimated hedonic wage function and value of life in a developing country," Economics Letters, Elsevier, vol. 57(3), pages 353-358, December.
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    More about this item

    Keywords

    Value of statistical life; Meta-regression analysis; Selectivity bias;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General

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