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How Unobservable Productivity Biases the Value of a Statistical Life

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Author Info
Thomas J. Kniesner
W. Kip Viscusi
Christopher Woock
James P. Ziliak

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Abstract

A prominent theoretical controversy in the compensating differentials literature concerns unobservable individual productivity. Competing models yield opposite predictions depending on whether the unobservable productivity is safety-related skill or productivity generally. Using five panel waves and several new measures of worker fatality risks, first-difference estimates imply that omitting individual heterogeneity leads to overestimates of the value of statistical life, consistent with the latent safety-related skill interpretation. Risk measures with less measurement error raise the value of statistical life, the net effect being that estimates from the static model range from $5.3 million to $6.7 million, with dynamic model estimates somewhat higher.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 11659.

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Date of creation: Oct 2005
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Handle: RePEc:nbr:nberwo:11659

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Find related papers by JEL classification:
I10 - Health, Education, and Welfare - - Health - - - General
J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
K00 - Law and Economics - - General - - - General (including Data Sources and Description)

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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 835-58, August. [Downloadable!] (restricted)
  2. MaCurdy, Thomas E., 1982. "The use of time series processes to model the error structure of earnings in a longitudinal data analysis," Journal of Econometrics, Elsevier, vol. 18(1), pages 83-114, January. [Downloadable!] (restricted)
  3. Kevin Lang & Sumon Majumdar, 2004. "The Pricing Of Job Characteristics When Markets Do Not Clear: Theory And Policy Implications," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(4), pages 1111-1128, November. [Downloadable!] (restricted)
  4. Michael P. Keane, 1991. "Individual heterogeneity and interindustry wage differentials," Discussion Paper / Institute for Empirical Macroeconomics 54, Federal Reserve Bank of Minneapolis. [Downloadable!]
  5. 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 205-20, December. [Downloadable!] (restricted)
  6. W. Kip Viscusi & Joseph E. Aldy, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," NBER Working Papers 9487, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  7. Ivar Ekeland & James J. Heckman & Lars Nesheim, 2004. "Identification and Estimation of Hedonic Models," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages S60-S109, February. [Downloadable!] (restricted)
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  8. 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. [Downloadable!] (restricted)
  9. Brown, Charles, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 94(1), pages 113-34, February. [Downloadable!] (restricted)
  10. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February. [Downloadable!] (restricted)
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  11. W. Kip Viscusi, 2004. "The Value of Life: Estimates with Risks by Occupation and Industry," Economic Inquiry, Oxford University Press, vol. 42(1), pages 29-48, January. [Downloadable!] (restricted)
  12. Abowd, John M & Card, David, 1989. "On the Covariance Structure of Earnings and Hours Changes," Econometrica, Econometric Society, vol. 57(2), pages 411-45, March. [Downloadable!] (restricted)
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  13. W. Kip Viscusi & Joni Hersch, 2001. "Cigarette Smokers As Job Risk Takers," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 269-280, May. [Downloadable!] (restricted)
  14. Arellano, Manuel, 1989. "A note on the Anderson-Hsiao estimator for panel data," Economics Letters, Elsevier, vol. 31(4), pages 337-341, December. [Downloadable!] (restricted)
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Cited by:
(explanations, 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.)

  1. Hannes Spengler & Sandra Schaffner, 2007. "Using Job Changes to Evaluate the Bias of the Value of a Statistical Life," Ruhr Economic Papers 0014, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen. [Downloadable!]
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  2. Ajay Mahal & Brendan O'Flaherty & David E. Bloom, 2009. "Needle Sharing and HIV Transmission: A Model with Markets and Purposive Behavior," NBER Working Papers 14823, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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