IDEAS home Printed from https://ideas.repec.org/a/aea/aejapp/v9y2017i1p202-28.html
   My bibliography  Save this article

Risky Transportation Choices and the Value of a Statistical Life

Author

Listed:
  • Gianmarco León
  • Edward Miguel

Abstract

This paper exploits an unusual transportation setting to generate some of the first revealed preference value of a statistical life (VSL) estimates from a low-income setting. We estimate the trade-offs individuals are willing to make between mortality risk and cost as they travel to and from the international airport in Sierra Leone. The setting and original dataset allow us to address some typical omitted variable concerns, and also to compare VSL estimates for travelers from different countries, all facing the same choice situation. The average VSL estimate for African travelers in the sample is US$ 577,000 compared to US$ 924,000 for non-Africans.

Suggested Citation

  • Gianmarco León & Edward Miguel, 2017. "Risky Transportation Choices and the Value of a Statistical Life," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 202-228, January.
  • Handle: RePEc:aea:aejapp:v:9:y:2017:i:1:p:202-28
    Note: DOI: 10.1257/app.20160140
    as

    Download full text from publisher

    File URL: https://www.aeaweb.org/articles?id=10.1257/app.20160140
    Download Restriction: no

    File URL: https://www.aeaweb.org/articles/attachments?retrieve=L2K31H9vIX_NTvSt8yMmIZryeqdKQ5dJ
    Download Restriction: no

    File URL: https://www.aeaweb.org/articles/attachments?retrieve=1TyLvcopREkg7bduItZE0iQt7U5__Ymq
    Download Restriction: no

    File URL: https://www.aeaweb.org/articles/attachments?retrieve=V0kieejjagn9eTs9wyd0XuX5_qvlP0Qy
    Download Restriction: Access to full text is restricted to AEA members and institutional subscribers.
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Robert E. Hall & Charles I. Jones, 2007. "The Value of Life and the Rise in Health Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 39-72.
    3. 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.
    4. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    5. Michael Kremer & Edward Miguel, 2007. "The Illusion of Sustainability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1007-1065.
    6. Jessica Cohen & Pascaline Dupas, 2008. "Free Distribution or Cost-Sharing? Evidence from a Malaria Prevention Experiment," NBER Working Papers 14406, National Bureau of Economic Research, Inc.
    7. Dora L. Costa & Matthew E. Kahn, 2004. "Changes in the Value of Life, 1940--1980," Journal of Risk and Uncertainty, Springer, vol. 29(2), pages 159-180, September.
    8. 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.
    9. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    10. 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..
    11. 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.
    12. Colin F. Camerer & Howard Kunreuther, 1989. "Decision processes for low probability events: Policy implications," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 8(4), pages 565-592.
    13. 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.
    14. Kunreuther, Howard & Novemsky, Nathan & Kahneman, Daniel, 2001. "Making Low Probabilities Useful," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 103-120, September.
    15. Alessandro Tarozzi & Aprajit Mahajan & Brian Blackburn & Dan Kopf & Lakshmi Krishnan & Joanne Yoong, 2014. "Micro-loans, Insecticide-Treated Bednets, and Malaria: Evidence from a Randomized Controlled Trial in Orissa, India," American Economic Review, American Economic Association, vol. 104(7), pages 1909-1941, July.
    16. Oster, Emily, 2012. "HIV and sexual behavior change: Why not Africa?," Journal of Health Economics, Elsevier, vol. 31(1), pages 35-49.
    17. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    18. Jonathan M. Lee & Laura O. Taylor, 2019. "Randomized Safety Inspections and Risk Exposure on the Job: Quasi-experimental Estimates of the Value of a Statistical Life," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 350-374, November.
    19. Nicholas Barberis, 2013. "The Psychology of Tail Events: Progress and Challenges," American Economic Review, American Economic Association, vol. 103(3), pages 611-616, May.
    20. Madajewicz, Malgosia & Pfaff, Alexander & van Geen, Alexander & Graziano, Joseph & Hussein, Iftikhar & Momotaj, Hasina & Sylvi, Roksana & Ahsan, Habibul, 2007. "Can information alone change behavior? Response to arsenic contamination of groundwater in Bangladesh," Journal of Development Economics, Elsevier, vol. 84(2), pages 731-754, November.
    21. W. Michael Hanemann, 1980. "Measuring the Worth of Natural Resource Facilities: Comment," Land Economics, University of Wisconsin Press, vol. 56(4), pages 482-486.
    22. 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.
    23. Stefano DellaVigna & Ulrike Malmendier, 2006. "Paying Not to Go to the Gym," American Economic Review, American Economic Association, vol. 96(3), pages 694-719, June.
    24. Louis Anthony Cox Jr. & Weihsueh A. Chiu & David M. Hassenzahl & Daniel M. Kammen, 2000. "Response," Risk Analysis, John Wiley & Sons, vol. 20(3), pages 295-296, June.
    25. Michael Greenstone & B. Kelsey Jack, 2013. "Envirodevonomics: A Research Agenda for a Young Field," NBER Working Papers 19426, National Bureau of Economic Research, Inc.
    26. Shanmugam, K R, 2001. "Self Selection Bias in the Estimates of Compensating Differentials for Job Risks in India," Journal of Risk and Uncertainty, Springer, vol. 22(3), pages 263-275, May.
    27. Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
    28. World Bank, 2011. "World Development Indicators 2011," World Bank Publications - Books, The World Bank Group, number 2315, December.
    29. Jessica Cohen & Pascaline Dupas, 2010. "Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 1-45.
    30. Pascaline Dupas, 2011. "Health Behavior in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 425-449, September.
    31. Pascaline Dupas & Edward Miguel, 2016. "Impacts and Determinants of Health Levels in Low-Income Countries," NBER Working Papers 22235, National Bureau of Economic Research, Inc.
    32. John C. Caldwell, 2000. "Rethinking the African AIDS Epidemic," Population and Development Review, The Population Council, Inc., vol. 26(1), pages 117-135, March.
    33. Hanemann, W. Michael, 1983. "Marginal welfare measures for discrete choice models," Economics Letters, Elsevier, vol. 13(2-3), pages 129-136.
    34. Nava Ashraf & Erica Field & Jean Lee, 2014. "Household Bargaining and Excess Fertility: An Experimental Study in Zambia," American Economic Review, American Economic Association, vol. 104(7), pages 2210-2237, July.
    35. Kurt Lavetti, 2020. "The Estimation of Compensating Wage Differentials: Lessons From the Deadliest Catch," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(1), pages 165-182, January.
    36. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    37. repec:reg:rpubli:282 is not listed on IDEAS
    38. Liu, Jin-Tan & Hammitt, James K. & Liu, Jin-Long, 1997. "Estimated hedonic wage function and value of life in a developing country," Economics Letters, Elsevier, vol. 57(3), pages 353-358, December.
    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. Christopher Hansman & Jonas Hjort & Gianmarco León, 2015. "Firms' Response and Unintended Health Consequences of Industrial Regulations," Working Papers 809, Barcelona School of Economics.
    2. Antonio Filippin & Marco Mantovani, 2024. "Moral Preferences over Health-Wealth Trade-offs," Working Papers 531, University of Milano-Bicocca, Department of Economics.
    3. Yao Yao, 2022. "Fertility and HIV Risk in Africa," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 45, pages 109-133, July.
    4. Paul H. Jung & Jean-Claude Thill & Luis Armando Galvis-Aponte, 2021. "State Failure, Violence, and Trade: Dangerous Trade Routes in Colombia," Documentos de trabajo sobre Economía Regional y Urbana 303, Banco de la Republica de Colombia.
    5. Shaun Da Costa, 2023. "Estimating the value of life expectancy gains in Tanzania using the life satisfaction and model based approaches," Health Economics, John Wiley & Sons, Ltd., vol. 32(5), pages 1040-1063, May.
    6. Shaun Da Costa, 2021. "Estimating the welfare gains from antiretroviral therapy in Sub-Saharan Africa," Working Papers 2101, Herman Deleeck Centre for Social Policy, University of Antwerp.
    7. Hannes Mueller & Christopher Rauh & Alessandro Ruggieri, 2022. "Dynamic Early Warning and Action Model," Working Papers 1355, Barcelona School of Economics.
    8. Shaun M. Da Costa, 2020. "The impact of the Ebola crisis on mortality and welfare in Liberia," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1517-1532, December.
    9. Da Costa, Shaun, 2023. "Estimating the welfare gains from anti-retroviral therapy in Sub-Saharan Africa," Journal of Health Economics, Elsevier, vol. 90(C).
    10. Jonathan M. Lee & Laura O. Taylor, 2019. "Randomized Safety Inspections and Risk Exposure on the Job: Quasi-experimental Estimates of the Value of a Statistical Life," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 350-374, November.
    11. Agamoni Majumder & S. Madheswaran, 2020. "Compensation for Occupational Risk and Valuation of Statistical Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 967-989, June.
    12. Castañeda Dower, Paul & Markevich, Andrei & Weber, Shlomo, 2021. "The value of a statistical life in a dictatorship: Evidence from Stalin," European Economic Review, Elsevier, vol. 133(C).
    13. Jeremy Barofsky & Stephen D. Younger, 2019. "The Effect of Government Health Expenditure on the Income Distribution: A Comparison of Valuation Methods in Ghana," Commitment to Equity (CEQ) Working Paper Series 66, Tulane University, Department of Economics.

    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. León-Ciliotta, Gianmarco & Miguel, Edward, 2013. "Transportation Choices and the Value of Statistical Life," Department of Economics, Working Paper Series qt2466n61j, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    2. Christopher Hansman & Jonas Hjort & Gianmarco León, 2015. "Firms' Response and Unintended Health Consequences of Industrial Regulations," Working Papers 809, Barcelona School of Economics.
    3. Herrera-Araujo, Daniel & Rochaix, Lise, 2020. "Does the Value per Statistical Life vary with age or baseline health? Evidence from a compensating wage study in France," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    4. Scotton Carol R., 2013. "New risk rates, inter-industry differentials and the magnitude of VSL estimates," Journal of Benefit-Cost Analysis, De Gruyter, vol. 4(1), pages 39-80, March.
    5. James Berry & Greg Fischer & Raymond Guiteras, 2020. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1436-1473.
    6. Chris Rohlfs & Ryan Sullivan & Thomas Kniesner, 2015. "New Estimates of the Value of a Statistical Life Using Air Bag Regulations as a Quasi-experiment," American Economic Journal: Economic Policy, American Economic Association, vol. 7(1), pages 331-359, February.
    7. David E. Bloom & Michael Kuhn & Klaus Prettner, 2022. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
    8. Meredith, Jennifer & Robinson, Jonathan & Walker, Sarah & Wydick, Bruce, 2013. "Keeping the doctor away: Experimental evidence on investment in preventative health products," Journal of Development Economics, Elsevier, vol. 105(C), pages 196-210.
    9. Andersson, Henrik & Hole, Arne Risa & Svensson, Mikael, 2016. "Valuation of small and multiple health risks: A critical analysis of SP data applied to food and water safety," Journal of Environmental Economics and Management, Elsevier, vol. 75(C), pages 41-53.
    10. Pascaline Dupas & Edward Miguel, 2016. "Impacts and Determinants of Health Levels in Low-Income Countries," NBER Working Papers 22235, National Bureau of Economic Research, Inc.
    11. Thomas J. Kniesner & W. Kip Viscusi, 2023. "Compensating Differentials for Occupational Health and Safety Risks: Implications of Recent Evidence," Research in Labor Economics, in: 50th Celebratory Volume, volume 50, pages 83-116, Emerald Group Publishing Limited.
    12. Ricardo Maertens & Alessandro Tarozzi & Kazi Matin Ahmed & Alexander van Geen, 2018. "Demand for Information on Environmental Health Risk, Mode of Delivery, and Behavioral Change: Evidence from Sonargaon, Bangladesh," Working Papers id:12934, eSocialSciences.
    13. Jeremy Barofsky & Stephen D. Younger, 2019. "The Effect of Government Health Expenditure on the Income Distribution: A Comparison of Valuation Methods in Ghana," Commitment to Equity (CEQ) Working Paper Series 66, Tulane University, Department of Economics.
    14. Castañeda Dower, Paul & Markevich, Andrei & Weber, Shlomo, 2021. "The value of a statistical life in a dictatorship: Evidence from Stalin," European Economic Review, Elsevier, vol. 133(C).
    15. Rohlfs Chris, 2012. "The Economic Cost of Conscription and an Upper Bound on the Value of a Statistical Life: Hedonic Estimates from Two Margins of Response to the Vietnam Draft," Journal of Benefit-Cost Analysis, De Gruyter, vol. 3(3), pages 1-37, August.
    16. Fitzsimons, Emla & Malde, Bansi & Mesnard, Alice & Vera-Hernández, Marcos, 2016. "Nutrition, information and household behavior: Experimental evidence from Malawi," Journal of Development Economics, Elsevier, vol. 122(C), pages 113-126.
    17. James K. Hammitt & Jin-Tan Liu & Jin-Long Liu, 2022. "Is survival a luxury good? Income elasticity of the value per statistical life," Journal of Risk and Uncertainty, Springer, vol. 65(3), pages 239-260, December.
    18. Jacopo Bonan & Stefano Pareglio & Massimo Tavoni, 2014. "Access to Modern Energy: a Review of Impact Evaluations," Working Papers 2014.96, Fondazione Eni Enrico Mattei.
    19. Fouquet, Roger, 2011. "Long run trends in energy-related external costs," Ecological Economics, Elsevier, vol. 70(12), pages 2380-2389.
    20. Matthew Famiglietti & Carlos Garriga & Aaron Hedlund, 2020. "The Geography of Housing Market Liquidity During the Great Recession," Review, Federal Reserve Bank of St. Louis, vol. 102(1), pages 51-77.

    More about this item

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

    Lists

    This item is featured on the following reading lists, Wikipedia, or ReplicationWiki pages:
    1. Risky Transportation Choices and the Value of a Statistical Life (American Economic Journal: Applied Economics 2017) in ReplicationWiki

    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:aea:aejapp:v:9:y:2017:i:1:p:202-28. 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: Michael P. Albert (email available below). General contact details of provider: https://edirc.repec.org/data/aeaaaea.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.