IDEAS home Printed from https://ideas.repec.org/p/hal/spmain/hal-03893167.html
   My bibliography  Save this paper

A Note on the Estimation of Job Amenities and Labor Productivity

Author

Listed:
  • Arnaud Dupuy

    (CREA - Center for Research in Economic Analysis - Uni.lu - Université du Luxembourg, University of Luxemburg, IZA - Forschungsinstitut zur Zukunft der Arbeit - Institute of Labor Economics)

  • Alfred Galichon

    (NYU - New York University [New York] - NYU - NYU System, ECON - Département d'économie (Sciences Po) - Sciences Po - Sciences Po - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper introduces a maximum likelihood estimator of the value of job amenities and labor productivity in a single matching market based on the observation of equilibrium matches and wages. The estimation procedure simultaneously fits both the matching patterns and the wage curve. While our estimator is suited for a wide range of assignment problems, we provide an application to the estimation of the Value of a Statistical Life using compensating wage differentials for the risk of fatal injury on the job. Using US data for 2017, we estimate the Value of Statistical Life at $6.3 million ($2017).

Suggested Citation

  • Arnaud Dupuy & Alfred Galichon, 2022. "A Note on the Estimation of Job Amenities and Labor Productivity," SciencePo Working papers Main hal-03893167, HAL.
    • Handle: RePEc:hal:spmain:hal-03893167
    DOI: 10.3982/QE928
    Note: View the original document on HAL open archive server: https://hal-sciencespo.archives-ouvertes.fr/hal-03893167
    as

    Download full text from publisher

    File URL: https://hal-sciencespo.archives-ouvertes.fr/hal-03893167/document
    Download Restriction: no
    File URL: https://libkey.io/10.3982/QE928?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Andrews, M.J. & Gill, L. & Schank, T. & Upward, R., 2012. "High wage workers match with high wage firms: Clear evidence of the effects of limited mobility bias," Economics Letters, Elsevier, vol. 117(3), pages 824-827.
    2. Gruetter, Max & Lalive, Rafael, 2009. "The importance of firms in wage determination," Labour Economics, Elsevier, vol. 16(2), pages 149-160, April.
    3. 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 60-109, February.
    4. Arnaud Dupuy & Alfred Galichon, 2014. "Personality Traits and the Marriage Market," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1271-1319.
    5. Torres, Sónia & Portugal, Pedro & Addison, John T. & Guimaraes, Paulo, 2013. "The Sources of Wage Variation: A Three-Way High-Dimensional Fixed Effects Regression Model," IZA Discussion Papers 7276, Institute of Labor Economics (IZA).
    6. Viscusi, W Kip, 2003. "Racial Differences in Labor Market Values of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 239-256, December.
    7. 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.
    8. Sattinger, Michael, 1979. "Differential Rents and the Distribution of Earnings," Oxford Economic Papers, Oxford University Press, vol. 31(1), pages 60-71, March.
    9. repec:dau:papers:123456789/6486 is not listed on IDEAS
    10. Dagsvik, John K, 1994. "Discrete and Continuous Choice, Max-Stable Processes, and Independence from Irrelevant Attributes," Econometrica, Econometric Society, vol. 62(5), pages 1179-1205, September.
    11. André, Pierre & Dupraz, Yannick, 2023. "Education and polygamy: Evidence from Cameroon," Journal of Development Economics, Elsevier, vol. 162(C).
    12. M. J. Andrews & L. Gill & T. Schank & R. Upward, 2008. "High wage workers and low wage firms: negative assortative matching or limited mobility bias?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(3), pages 673-697, June.
    13. Garen, John, 1988. "Compensating Wage Differentials and the Endogeneity of Job Riskiness," The Review of Economics and Statistics, MIT Press, vol. 70(1), pages 9-16, February.
    14. Charles Brown, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(1), pages 113-134.
    15. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    16. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, September.
    17. Woodcock Simon D, 2010. "Heterogeneity and Learning in Labor Markets," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-69, September.
    18. Lucas, Robert E B, 1977. "Hedonic Wage Equations and Psychic Wages in the Returns to Schooling," American Economic Review, American Economic Association, vol. 67(4), pages 549-558, September.
    19. Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-846, July-Aug..
    20. Eugene Choo & Aloysius Siow, 2006. "Who Marries Whom and Why," Journal of Political Economy, University of Chicago Press, vol. 114(1), pages 175-201, February.
    21. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
    22. 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.
    23. repec:reg:rpubli:282 is not listed on IDEAS
    24. repec:hal:spmain:info:hdl:2441/361levbcs399s9oa154em6h9jl is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Arnaud Dupuy & John Kennes & Ran Sun Lyng, 2023. "Job Amenities in the Market for CEOs," Economics Working Papers 2023-08, Department of Economics and Business Economics, Aarhus University.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Arnaud Dupuy & Alfred Galichon, 2022. "A Note on the Estimation of Job Amenities and Labor Productivity," Post-Print hal-03893167, HAL.
    2. Arnaud Dupuy & Alfred Galichon, 2023. "A Note on the Estimation of Job Amenities and Labor Productivity," Papers 2301.12542, arXiv.org.
    3. Arnaud Dupuy & Alfred Galichon, 2022. "A note on the estimation of job amenities and labor productivity," Quantitative Economics, Econometric Society, vol. 13(1), pages 153-177, January.
    4. Dupuy, Arnaud & Galichon, Alfred, 2017. "A Note on the Estimation of Job Amenities and Labor Productivity," IZA Discussion Papers 10900, Institute of Labor Economics (IZA).
    5. Torres, Sónia & Portugal, Pedro & Addison, John T. & Guimarães, Paulo, 2018. "The sources of wage variation and the direction of assortative matching: Evidence from a three-way high-dimensional fixed effects regression model," Labour Economics, Elsevier, vol. 54(C), pages 47-60.
    6. Paulo Guimarães & Pedro Portugal & Sónia Torres, 2013. "The sources of wage variation: a three-way high-dimensional fixed effects regression model," Working Papers w201309, Banco de Portugal, Economics and Research Department.
    7. Bastien Drut & Richard Duhautois, 2017. "Assortative Matching Using Soccer Data," Journal of Sports Economics, , vol. 18(5), pages 431-447, June.
    8. Han, Seungjin & Yamaguchi, Shintaro, 2015. "Compensating wage differentials in stable job matching equilibrium," Journal of Economic Behavior & Organization, Elsevier, vol. 114(C), pages 36-45.
    9. Davidson, Carl & Heyman, Fredrik & Matusz, Steven & Sjöholm, Fredrik & Zhu, Susan Chun, 2014. "Globalization and imperfect labor market sorting," Journal of International Economics, Elsevier, vol. 94(2), pages 177-194.
    10. Ainara González de San Román & Yolanda F. Rebollo‐Sanz, 2018. "An Estimation Of Worker And Firm Effects With Censored Data," Bulletin of Economic Research, Wiley Blackwell, vol. 70(4), pages 459-482, October.
    11. Jeremy T. Fox, 2018. "Estimating matching games with transfers," Quantitative Economics, Econometric Society, vol. 9(1), pages 1-38, March.
    12. Arnaud Dupuy, 2021. "Migration in China: To work or to wed?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(4), pages 393-415, June.
    13. Climent Quintana‐Domeque, 2011. "Preferences, Comparative Advantage, and Compensating Wage Differentials for Job Routinization," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73(2), pages 207-229, April.
    14. Donald Boyd & Hamilton Lankford & Susanna Loeb & James Wyckoff, 2013. "Analyzing the Determinants of the Matching of Public School Teachers to Jobs: Disentangling the Preferences of Teachers and Employers," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 83-117.
    15. Climent Quintana-Domeque, 2008. "Preferences, Comparative Advantage, and Compensating Wage Differentials for Job Routinization," Working Papers 1063, Princeton University, Department of Economics, Industrial Relations Section..
    16. Marios Michaelides, 2010. "A New Test of Compensating Differences: Evidence on the Importance of Unobserved Heterogeneity," Journal of Sports Economics, , vol. 11(5), pages 475-495, October.
    17. Woodcock, Simon D., 2015. "Match effects," Research in Economics, Elsevier, vol. 69(1), pages 100-121.
    18. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    19. Edoardo Ciscato & Alfred Galichon & Marion Goussé, 2020. "Like Attract Like? A Structural Comparison of Homogamy across Same-Sex and Different-Sex Households," Journal of Political Economy, University of Chicago Press, vol. 128(2), pages 740-781.
    20. Aaron Sojourner, "undated". "Partial identification of willingness-to-pay using shape restrictions with an application to the value of a statistical life," Working Papers 0110, Human Resources and Labor Studies, University of Minnesota (Twin Cities Campus).

    More about this item

    Keywords

    Matching; Observed transfers; Structural estimation; Value of statistical life;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:spmain:hal-03893167. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Contact - Sciences Po Departement of Economics (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.