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Measuring Job Risks When Hedonic Wage Models Do Not Do the Job

Author

Listed:
  • Ferreira, Susana

    (University of Georgia)

  • Martinez-de-Morentin, Sara

    (Universidad Pública de Navarra)

  • Erro-Garcés, Amaya

    (Universidad Pública de Navarra)

Abstract

Hedonic wage regressions show little evidence that European workers facing larger job risks and other workplace disamenities receive higher wages. On the other hand, workers in more risky or unpleasant jobs are less satisfied with their jobs, ceteris paribus. If labor markets were perfectly competitive and workers fully informed of their working conditions ex ante, according to the theory of compensating differentials, there should be no relationship between on-the-job risk and job satisfaction because wages would fully adjust to compensate for differences in job characteristics. We show that when wages do not fully compensate for on-the-job risks, the willingness to pay to reduce mortality risks estimated from hedonic regressions needs to be complemented with a residual effect of job risks on utility which is not capitalized on wages. We explore the potential of job satisfaction regressions as an additional valuation approach to estimate the tradeoffs between wages and risks that keep job satisfaction constant.

Suggested Citation

  • Ferreira, Susana & Martinez-de-Morentin, Sara & Erro-Garcés, Amaya, 2024. "Measuring Job Risks When Hedonic Wage Models Do Not Do the Job," IZA Discussion Papers 16716, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp16716
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    References listed on IDEAS

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    1. G. Arabsheibani & A. Marin, 2000. "Stability of Estimates of the Compensation for Danger," Journal of Risk and Uncertainty, Springer, vol. 20(3), pages 247-269, May.
    2. 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.
    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.
    4. Bernard M. S. van Praag & Barbara E. Baarsma, 2005. "Using Happiness Surveys to Value Intangibles: The Case of Airport Noise," Economic Journal, Royal Economic Society, vol. 115(500), pages 224-246, January.
    5. Nicole Maestas & Kathleen J. Mullen & David Powell & Till von Wachter & Jeffrey B. Wenger, 2023. "The Value of Working Conditions in the United States and the Implications for the Structure of Wages," American Economic Review, American Economic Association, vol. 113(7), pages 2007-2047, July.
    6. G. R. Arabsheibani & A. Marin, 2001. "Self-selectivity bias with a continuous variable: potential pitfall in a common procedure," Applied Economics, Taylor & Francis Journals, vol. 33(15), pages 1903-1910.
    7. 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.
    8. David Card & Alexandre Mas & Enrico Moretti & Emmanuel Saez, 2012. "Inequality at Work: The Effect of Peer Salaries on Job Satisfaction," American Economic Review, American Economic Association, vol. 102(6), pages 2981-3003, October.
    9. Petri Böckerman & Pekka Ilmakunnas, 2006. "Do job disamenities raise wages or ruin job satisfaction?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 27(3), pages 290-302, April.
    10. Lydon, Reamonn & Chevalier, Arnaud, 2002. "Estimates of the effect of wages on job satisfaction," LSE Research Online Documents on Economics 20081, London School of Economics and Political Science, LSE Library.
    11. Clark, Andrew E., 2001. "What really matters in a job? Hedonic measurement using quit data," Labour Economics, Elsevier, vol. 8(2), pages 223-242, May.
    12. Peter A. Diamond & Jerry A. Hausman, 1994. "Contingent Valuation: Is Some Number Better than No Number?," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 45-64, Fall.
    13. H. Spencer Banzhaf, 2021. "Difference-in-Differences Hedonics," Journal of Political Economy, University of Chicago Press, vol. 129(8), pages 2385-2414.
    14. Robert C. M. Beyer & Frank Smets, 2015. "Editor'S Choice Labour market adjustments and migration in Europe and the United States: how different?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(84), pages 643-682.
    15. Garen, John, 1984. "The Returns to Schooling: A Selectivity Bias Approach with a Continuous Choice Variable," Econometrica, Econometric Society, vol. 52(5), pages 1199-1218, September.
    16. Luechinger, Simon & Raschky, Paul A., 2009. "Valuing flood disasters using the life satisfaction approach," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 620-633, April.
    17. Horst Siebert, 1997. "Labor Market Rigidities: At the Root of Unemployment in Europe," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 37-54, Summer.
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    More about this item

    Keywords

    on-the-job risk; experienced preference; job satisfaction; hedonic wages; stated preference; value of a statistical life;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • K32 - Law and Economics - - Other Substantive Areas of Law - - - Energy, Environmental, Health, and Safety Law

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