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Self Selection Bias in the Estimates of Compensating Differentials for Job Risks in India

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Author Info
Shanmugam, K R
Abstract

This study contributes to the hedonic wage literature in developing countries by estimating the collective willingness to pay of a statistical life/injury, using an original data set from the Indian labor market. As self-selection by workers results in biased estimates of the wage premium for job risks, the study uses a modified selectivity bias correction technique. Empirical results indicate substantial heterogeneity in returns to risk. The estimated value of life without selectivity bias is Rs. 56 million (US $3 million), which is substantially larger than the value with selection bias. The estimates provided by the study can aid policy makers, international agencies and other researchers in evaluating health projects in India and other developing countries. Copyright 2001 by Kluwer Academic Publishers

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Article provided by Springer in its journal Journal of Risk and Uncertainty.

Volume (Year): 22 (2001)
Issue (Month): 3 (May)
Pages: 263-75
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Handle: RePEc:kap:jrisku:v:22:y:2001:i:3:p:263-75

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  1. Joseph E. Aldy & W. Kip Viscusi, 2004. "Age Variations in Workers' Value of Statistical Life," NBER Working Papers 10199, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Aldy, Joseph E. & Viscusi, W. Kip, 2007. "Age Differences in the Value of Statistical Life: Revealed Preference Evidence," Discussion Papers dp-07-05, Resources For the Future. [Downloadable!]
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  3. James K. Hammitt & María Eugenia Ibarrarán, 2006. "The economic value of fatal and non-fatal occupational risks in Mexico City using actuarial- and perceived-risk estimates," Health Economics, John Wiley & Sons, Ltd., vol. 15(12), pages 1329-1335. [Downloadable!]
  4. S. Madheswaran, 2008. "Measuring the Value of Life and Limb: Estimating Compensating Wage Differentials Among Workers in Chennai and Mumbai," Working Papers id:1708, esocialsciences.com. [Downloadable!]
  5. Viscusi, W. Kip & Aldy, Joseph, 2006. "Labor Market Estimates of the Senior Discount for the Value of Statistical Life," Discussion Papers dp-06-12, Resources For the Future. [Downloadable!]
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  6. Soma Bhattacharya & Anna Alberini & Maureen Cropper, 2007. "The value of mortality risk reductions in Delhi, India," Journal of Risk and Uncertainty, Springer, vol. 34(1), pages 21-47, February. [Downloadable!] (restricted)
    Other versions:
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