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Meta-Analysis and Publication Bias in the Hedonic Wage Literature

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  • Wheeler, William
  • Dockins, Chris

Abstract

The value of statistical life (VSL) is one of the most scrutinized and controversial parameters estimated by environmental economists (Cameron 2009, Viscusi 2010), largely due to the wide use of VSL estimates to value the mortality risk benefits of regulations that affect public health and safety (OMB 2011, Robinson and Hammitt 2010). The hedonic wage method has been a primary source of VSL estimates for use in applied benefit‐cost analysis and there have been several meta‐analyses of these studies, including examinations of publication bias. We build on the existing literature by focusing on the coefficient on fatal risk rather than the VSL itself. This allows for larger sample sizes and reflects more recent methods that provide a cleaner test for bias. Results suggest that publication bias is present in the full sample of hedonic wage VSL estimates and that correcting for this by using those observations with the most precise estimates results in lower mean VSL estimates.

Suggested Citation

  • Wheeler, William & Dockins, Chris, 2013. "Meta-Analysis and Publication Bias in the Hedonic Wage Literature," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150725, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea13:150725
    DOI: 10.22004/ag.econ.150725
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    References listed on IDEAS

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    1. 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.
    2. 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.
    3. 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.
    4. Holger Görg & Eric Strobl, 2016. "Multinational companies and indigenous development: An empirical analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 17, pages 305-322, World Scientific Publishing Co. Pte. Ltd..
    5. 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.
    6. 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.
    7. 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.
    8. 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.
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    Cited by:

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