Using Job Changes to Evaluate the Bias of the Value of a Statistical Life
This paper presents a new approach to obtain unbiased estimates of the value of a statistical life (VSL) with labor market data. Investigating job changes, we combine the advantages of recent panel studies, which allow to control for unobserved heterogeneity of workers, and conventional cross-sectional estimations, which primarily exploit the variation of wage and risk between different jobs. We find a VSL of 6.1 million euros from pooled cross-sectional estimation, 1.9 million euros from the static first-differences panel model and 3.5 million euros from the job-changer specification. Thus, ignoring individual heterogeneity causes overestimates of the VSL, whereas identifying the wage-risk tradeoff not only by means of between job variation (job-changer model) but also on the basis of noisy variation on the job (panel models) may lead to underestimates of the VSL. Our results can be used to perform cost-benefit analyses of public projects aimed at reducing fatality risks, e.g., in the domains of health, environmental or traffic policy.
|Date of creation:||2007|
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- Manuel Arellano & Stephen Bond, 1991.
"Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations,"
Review of Economic Studies,
Oxford University Press, vol. 58(2), pages 277-297.
- Tom Doan, "undated". "RATS program to replicate Arellano-Bond 1991 dynamic panel," Statistical Software Components RTZ00169, Boston College Department of Economics.
- Thomas J. Kniesner & W. Kip Viscusi & Christopher Woock & James P. Ziliak, 2005. "How Unobservable Productivity Biases the Value of a Statistical Life," NBER Working Papers 11659, National Bureau of Economic Research, Inc.
- repec:reg:rpubli:282 is not listed on IDEAS
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
- 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.
- 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.
- Sandra Schaffner & Hannes Spengler, 2005.
"Der Einfluss unbeobachteter Heterogenität auf kompensatorische Lohndifferentiale und den Wert eines statistischen Lebens: eine mikroökonometrische Parallelanalyse mit IABS und SOEP,"
Discussion Papers of DIW Berlin
539, DIW Berlin, German Institute for Economic Research.
- Schaffner, Sandra & Spengler, Hannes, 2005. "Der Einfluss unbeobachteter Heterogenität auf kompensatorische Lohndifferentiale und den Wert eines statistischen Lebens: Eine mikroökonometrische Parallelanalyse mit IABS und SOEP," Darmstadt Discussion Papers in Economics 152, Darmstadt University of Technology, Department of Law and Economics.
- Thomas J. Kniesner & W. Kip Viscusi & Christopher Woock & James P. Ziliak, 2006.
"Pinning Down the Value of Statistical Life,"
Center for Policy Research Working Papers
85, Center for Policy Research, Maxwell School, Syracuse University.
- 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.
- 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.
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