IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp1037.html
   My bibliography  Save this paper

Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias

Author

Listed:
  • Ashenfelter, Orley

    (Princeton University)

  • Greenstone, Michael

    (University of Chicago)

Abstract

In this paper we show that omitted variables and publication bias lead to severely biased estimates of the value of a statistical life. Although our empirical results are obtained in the context of a study of choices about road safety, we suspect that the same issues plague the estimation of monetary trade-offs regarding safety in other contexts.

Suggested Citation

  • Ashenfelter, Orley & Greenstone, Michael, 2004. "Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias," IZA Discussion Papers 1037, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp1037
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp1037.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Glenn C. Blomquist, 2004. "Self-Protection and Averting Behavior, Values of Statistical Lives, and Benefit Cost Analysis of Environmental Policy," Review of Economics of the Household, Springer, vol. 2(1), pages 89-110, March.
    2. 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 205-220, December.
    3. Orley Ashenfelter & Michael Greenstone, 2004. "Using Mandated Speed Limits to Measure the Value of a Statistical Life," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 226-267, February.
    4. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    5. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    6. 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.
    7. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    8. Richard Thaler & Sherwin Rosen, 1976. "The Value of Saving a Life: Evidence from the Labor Market," NBER Chapters, in: Household Production and Consumption, pages 265-302, National Bureau of Economic Research, Inc.
    9. repec:fth:prinin:425 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Orley Ashenfelter & Michael Greenstone, 2004. "Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias," Working Papers 858, Princeton University, Department of Economics, Industrial Relations Section..
    2. Orley Ashenfelter & Michael Greenstone, 2004. "Estimating the Value of a Statistical Life: The Importance of Omitted Variables and Publication Bias," American Economic Review, American Economic Association, vol. 94(2), pages 454-460, May.
    3. repec:pri:cepsud:97ashenfelter is not listed on IDEAS
    4. Anna Alberini, 2017. "Measuring the economic value of the effects of chemicals on ecological systems and human health," OECD Environment Working Papers 116, OECD Publishing.
    5. Alberini, Anna & Chiabai, Aline, 2007. "Urban environmental health and sensitive populations: How much are the Italians willing to pay to reduce their risks?," Regional Science and Urban Economics, Elsevier, vol. 37(2), pages 239-258, March.
    6. Orley Ashenfelter, 2005. "Measuring the Value of a Statistical Life: Problems and Prospects," Working Papers 884, Princeton University, Department of Economics, Industrial Relations Section..
    7. Orley Ashenfelter, 2006. "Measuring the Value of a Statistical Life: Problems and Prospects," Economic Journal, Royal Economic Society, vol. 116(510), pages 10-23, March.
    8. Strand, Jon, 2009. "Valuing statistical lives from observations of speed limits and driving behavior," HERO Online Working Paper Series 2003:21, University of Oslo, Health Economics Research Programme.
    9. Fidrmuc, Jarko & Lind, Ronja, 2020. "Macroeconomic impact of Basel III: Evidence from a meta-analysis," Journal of Banking & Finance, Elsevier, vol. 112(C).
    10. Berger, Johannes & Strohner, Ludwig, 2020. "Documentation of the PUblic Policy Model for Austria and other European countries (PUMA)," Research Papers 11, EcoAustria – Institute for Economic Research.
    11. Masood Gheasi & Noriko Ishikawa & Karima Kourtit & Peter Nijkamp, 2019. "A meta-analysis of human health differences in urban and rural environments," Letters in Spatial and Resource Sciences, Springer, vol. 12(3), pages 167-186, December.
    12. Mattia Filomena & Matteo Picchio, 2023. "Retirement and health outcomes in a meta‐analytical framework," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1120-1155, September.
    13. Nicolas Fleury & Fabrice Gilles, 2015. "A meta-regression analysis on intergenerational transmission of education: publication bias and genuine empirical effect," Working Papers halshs-01143490, HAL.
    14. Murat Genc & Masood Gheasi & Peter Nijkamp & Jacques Poot, 2012. "The impact of immigration on international trade: a meta-analysis," Chapters, in: Peter Nijkamp & Jacques Poot & Mediha Sahin (ed.), Migration Impact Assessment, chapter 9, pages 301-337, Edward Elgar Publishing.
    15. Koetse, Mark J. & de Groot, Henri L.F. & Florax, Raymond J.G.M., 2008. "Capital-energy substitution and shifts in factor demand: A meta-analysis," Energy Economics, Elsevier, vol. 30(5), pages 2236-2251, September.
    16. Greenstone, Michael & Gayer, Ted, 2009. "Quasi-experimental and experimental approaches to environmental economics," Journal of Environmental Economics and Management, Elsevier, vol. 57(1), pages 21-44, January.
    17. Andy Dickerson & Steven McIntosh, 2013. "The Impact of Distance to Nearest Education Institution on the Post-compulsory Education Participation Decision," Urban Studies, Urban Studies Journal Limited, vol. 50(4), pages 742-758, March.
    18. Sebri, Maamar, 2015. "Use renewables to be cleaner: Meta-analysis of the renewable energy consumption–economic growth nexus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 657-665.
    19. Roman Horvath & Ali Elminejad & Tomas Havranek, 2020. "Publication and Identification Biases in Measuring the Intertemporal Substitution of Labor Supply," Working Papers IES 2020/32, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Sep 2020.
    20. Carlos Pestana Barros & Carlos M. Santos, 2009. "Earnings of Hotel Managers: Comparing the Human and Social Capital Approach," Tourism Economics, , vol. 15(1), pages 87-103, March.
    21. Giovanni Mastrobuoni & David A Rivers, 2019. "Optimising Criminal Behaviour and the Disutility of Prison," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1364-1399.

    More about this item

    Keywords

    omitted variables bias; publication bias; value of a statistical life; speed limits; traffic safety;
    All these keywords.

    JEL classification:

    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • R4 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics

    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:iza:izadps:dp1037. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.