IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v93y2024ics0167629623001248.html
   My bibliography  Save this article

Distributionally sensitive measurement and valuation of population health

Author

Listed:
  • Da Costa, Shaun
  • O’Donnell, Owen
  • Van Gestel, Raf

Abstract

We introduce a measure of population health that is sensitive to inequality in both age-specific health and lifespan and can be calculated from a health-extended period life table. By allowing for inequality aversion, the measure generalises health-adjusted life expectancy without requiring more data. A transformation of change in the (life-years) measure gives a distributionally sensitive monetary valuation of change in population health and disease burden. Application to Sub-Saharan Africa between 1990 and 2019 reveals that the change in population health is sensitive to allowing for lifespan inequality but is less sensitive to age-specific health inequality. Allowing for distributional sensitivity changes relative burdens of diseases, reduces convergence between the burdens of communicable and non-communicable diseases, and so could influence disease prioritisation. It increases the value of health improvements relative to GDP.

Suggested Citation

  • Da Costa, Shaun & O’Donnell, Owen & Van Gestel, Raf, 2024. "Distributionally sensitive measurement and valuation of population health," Journal of Health Economics, Elsevier, vol. 93(C).
  • Handle: RePEc:eee:jhecon:v:93:y:2024:i:c:s0167629623001248
    DOI: 10.1016/j.jhealeco.2023.102847
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629623001248
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2023.102847?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Soares, Rodrigo R., 2007. "Health and the evolution of welfare across Brazilian municipalities," Journal of Development Economics, Elsevier, vol. 84(2), pages 590-608, November.
    2. Victoria Baranov & Hans-Peter Kohler, 2018. "The Impact of AIDS Treatment on Savings and Human Capital Investment in Malawi," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 266-306, January.
    3. Anne Case & Angus Deaton, 2017. "Mortality and Morbidity in the 21st Century," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 397-476.
    4. Raj Chetty, 2006. "A New Method of Estimating Risk Aversion," American Economic Review, American Economic Association, vol. 96(5), pages 1821-1834, December.
    5. Havranek, Tomas & Horvath, Roman & Irsova, Zuzana & Rusnak, Marek, 2015. "Cross-country heterogeneity in intertemporal substitution," Journal of International Economics, Elsevier, vol. 96(1), pages 100-118.
    6. Loïc Berger & Johannes Emmerling, 2020. "Welfare As Equity Equivalents," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 727-752, September.
    7. Delprat, G. & Leroux, M.-L. & Michaud, P.-C., 2016. "Evidence on individual preferences for longevity risk," Journal of Pension Economics and Finance, Cambridge University Press, vol. 15(2), pages 160-179, April.
    8. Masao Ogaki & Jonathan D. Ostry & Carmen M. Reinhart, 1996. "Saving Behavior in Low- and Middle-Income Developing Countries: A Comparison," IMF Staff Papers, Palgrave Macmillan, vol. 43(1), pages 38-71, March.
    9. Browning, Martin & Hansen, Lars Peter & Heckman, James J., 1999. "Micro data and general equilibrium models," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 8, pages 543-633, Elsevier.
    10. Hall, Robert E, 1988. "Intertemporal Substitution in Consumption," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 339-357, April.
    11. Paul Dolan & Rebecca Shaw & Aki Tsuchiya & Alan Williams, 2005. "QALY maximisation and people's preferences: a methodological review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 14(2), pages 197-208, February.
    12. McDonald, Scott & Roberts, Jennifer, 2006. "AIDS and economic growth: A human capital approach," Journal of Development Economics, Elsevier, vol. 80(1), pages 228-250, June.
    13. Bosmans, Kristof & Decancq, Koen & Ooghe, Erwin, 2015. "What do normative indices of multidimensional inequality really measure?," Journal of Public Economics, Elsevier, vol. 130(C), pages 94-104.
    14. Bleichrodt, Han & Quiggin, John, 1999. "Life-cycle preferences over consumption and health: when is cost-effectiveness analysis equivalent to cost-benefit analysis?," Journal of Health Economics, Elsevier, vol. 18(6), pages 681-708, December.
    15. Gary S. Becker & Tomas J. Philipson & Rodrigo R. Soares, 2005. "The Quantity and Quality of Life and the Evolution of World Inequality," American Economic Review, American Economic Association, vol. 95(1), pages 277-291, March.
    16. Sabina Alkire, James Foster, 2010. "Designing the Inequality-Adjusted Human Development Index (HDI)," OPHI Working Papers 37, Queen Elizabeth House, University of Oxford.
    17. Da Costa, Shaun, 2023. "Estimating the welfare gains from anti-retroviral therapy in Sub-Saharan Africa," Journal of Health Economics, Elsevier, vol. 90(C).
    18. Moreno-Ternero, Juan D. & Platz, Trine Tornøe & Østerdal, Lars Peter, 2023. "QALYs, DALYs, and HALYs: A unifying framework for the evaluation of population health," Journal of Health Economics, Elsevier, vol. 87(C).
    19. Hougaard, Jens Leth & Moreno-Ternero, Juan D. & Østerdal, Lars Peter, 2013. "A new axiomatic approach to the evaluation of population health," Journal of Health Economics, Elsevier, vol. 32(3), pages 515-523.
    20. Acciai, Francesco & Firebaugh, Glenn, 2017. "Why did life expectancy decline in the United States in 2015? A gender-specific analysis," Social Science & Medicine, Elsevier, vol. 190(C), pages 174-180.
    21. Adler, Matthew D. & Ferranna, Maddalena & Hammitt, James K. & Treich, Nicolas, 2021. "Fair innings? The utilitarian and prioritarian value of risk reduction over a whole lifetime," Journal of Health Economics, Elsevier, vol. 75(C).
    22. 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.
    23. McNamara, Simon & Tsuchiya, Aki & Holmes, John, 2021. "Does the UK-public's aversion to inequalities in health differ by group-labelling and health-gain type? A choice-experiment," Social Science & Medicine, Elsevier, vol. 269(C).
    24. Ryan Edwards, 2013. "The cost of uncertain life span," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1485-1522, October.
    25. Richard Cookson & Ieva Skarda & Owen Cotton‐Barratt & Matthew Adler & Miqdad Asaria & Toby Ord, 2021. "Quality adjusted life years based on health and consumption: A summary wellbeing measure for cross‐sectoral economic evaluation," Health Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 70-85, January.
    26. Gregory Ponthiere, 2011. "Measuring Variations In Lifetime Welfare Ex Ante And Ex Post: Some Exploratory Calculations," Bulletin of Economic Research, Wiley Blackwell, vol. 63(3), pages 255-291, July.
    27. James Foster & Luis Lopez-Calva & Miguel Szekely, 2005. "Measuring the Distribution of Human Development: methodology and an application to Mexico," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 6(1), pages 5-25.
    28. Kevin M. Murphy & Robert H. Topel, 2006. "The Value of Health and Longevity," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 871-904, October.
    29. Mr. Markus Haacker & Mr. N. F. R. Crafts, 2003. "Welfare Implications of HIV/AIDS," IMF Working Papers 2003/118, International Monetary Fund.
    30. Luciana Echazu & Diego Nocetti, 2013. "Priority Setting In Health Care: Disentangling Risk Aversion From Inequality Aversion," Health Economics, John Wiley & Sons, Ltd., vol. 22(6), pages 730-740, June.
    31. Silber, Jacques, 1983. "ELL (The Equivalent Length of Life) or another attempt at measuring development," World Development, Elsevier, vol. 11(1), pages 21-29, January.
    32. Charles I. Jones & Peter J. Klenow, 2016. "Beyond GDP? Welfare across Countries and Time," American Economic Review, American Economic Association, vol. 106(9), pages 2426-2457, September.
    33. Juan Carlos CóRdoba & Marla Ripoll, 2017. "Risk Aversion and the Value of Life," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(4), pages 1472-1509.
    34. Tompsett, Anna, 2020. "The Lazarus drug: the impact of antiretroviral therapy on economic growth," Journal of Development Economics, Elsevier, vol. 143(C).
    35. Atkeson, Andrew & Ogaki, Masao, 1996. "Wealth-varying intertemporal elasticities of substitution: Evidence from panel and aggregate data," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 507-534, December.
    36. Simon McNamara & John Holmes & Abigail K. Stevely & Aki Tsuchiya, 2020. "How averse are the UK general public to inequalities in health between socioeconomic groups? A systematic review," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 275-285, March.
    37. Masao Ogaki & Jonathan D. Ostry & Carmen M. Reinhart, 1996. "Saving Behavior in Low- and Middle-Income Developing Countries: A Comparison," IMF Staff Papers, Palgrave Macmillan, vol. 43(1), pages 38-71, March.
    38. Francisco Goerlich, 2020. "Distributionally adjusted life expectancy as a life table function," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 43(14), pages 365-400.
    39. Richard Edlin & Aki Tsuchiya & Paul Dolan, 2012. "Public Preferences For Responsibility Versus Public Preferences For Reducing Inequalities," Health Economics, John Wiley & Sons, Ltd., vol. 21(12), pages 1416-1426, December.
    40. Herrera-Araujo, Daniel & Hammitt, James K. & Rheinberger, Christoph M., 2020. "Theoretical bounds on the value of improved health," Journal of Health Economics, Elsevier, vol. 72(C).
    41. James Hammitt, 2013. "Admissible utility functions for health, longevity, and wealth: integrating monetary and life-year measures," Journal of Risk and Uncertainty, Springer, vol. 47(3), pages 311-325, December.
    42. Dan Usher, 1973. "An Imputation to the Measure of Economic Growth for Changes in Life Expectancy," NBER Chapters, in: The Measurement of Economic and Social Performance, pages 193-232, National Bureau of Economic Research, Inc.
    43. Le Grand, Julian, 1987. "Inequalities in health : Some international comparisons," European Economic Review, Elsevier, vol. 31(1-2), pages 182-191.
    44. Anand, Sudhir & Hanson, Kara, 1997. "Disability-adjusted life years: a critical review," Journal of Health Economics, Elsevier, vol. 16(6), pages 685-702, 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. Hansen, Kristian S. & Moreno-Ternero, Juan D. & Østerdal, Lars P., 2023. "Productivity and quality-adjusted life years: QALYs, PALYs and beyond," Working Papers 11-2023, Copenhagen Business School, 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. Shaun Da Costa & Owen O'Donnell & Raf Van Gestel, 2023. "Distributionally Sensitive Measurement and Valuation of Population Health," Tinbergen Institute Discussion Papers 23-017/V, Tinbergen Institute.
    2. Da Costa, Shaun, 2023. "Estimating the welfare gains from anti-retroviral therapy in Sub-Saharan Africa," Journal of Health Economics, Elsevier, vol. 90(C).
    3. 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.
    4. 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.
    5. Shaun Da Costa, 2019. "The Impact of the Ebola Crisis on Mortality and Welfare in Liberia," Working Papers 1911, Herman Deleeck Centre for Social Policy, University of Antwerp.
    6. Hansen, Kristian S. & Moreno-Ternero, Juan D. & Østerdal, Lars P., 2023. "Productivity and quality-adjusted life years: QALYs, PALYs and beyond," Working Papers 11-2023, Copenhagen Business School, Department of Economics.
    7. Robert E. Hall & Charles I. Jones & Peter J. Klenow, 2020. "Trading Off Consumption and COVID-19 Deaths," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 42(1), pages 1-14, June.
    8. 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.
    9. St-Amour, Pascal, 2024. "Valuing life over the life cycle," Journal of Health Economics, Elsevier, vol. 93(C).
    10. Juan Carlos Córdoba & Marla Ripoll, 2019. "The Elasticity of Intergenerational Substitution, Parental Altruism, and Fertility Choice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 1935-1972.
    11. Cordoba, Juan Carlos & Ripoll, Marla, 2012. "Life, Death and World Inequality," Staff General Research Papers Archive 34945, Iowa State University, Department of Economics.
    12. Charles I. Jones, 2016. "Life and Growth," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 539-578.
    13. Gallardo-Albarrán, Daniel, 2019. "Missed opportunities? Human welfare in Western Europe and the United States, 1913–1950," Explorations in Economic History, Elsevier, vol. 72(C), pages 57-73.
    14. Ryan Edwards, 2013. "The cost of uncertain life span," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1485-1522, October.
    15. Julian Thimme, 2017. "Intertemporal Substitution In Consumption: A Literature Review," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 226-257, February.
    16. Daniel Cerqueira & Rodrigo R. Soares, 2016. "The Welfare Cost of Homicides in Brazil: Accounting for Heterogeneity in the Willingness to Pay for Mortality Reductions," Health Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 259-276, March.
    17. Farzana Naheed Khan & Eatzaz Ahmad, 2022. "Intertemporal substitution in import demand and the role of habit formation: an application of Euler equation approach for Pakistan," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(1), pages 95-124, January.
    18. Maik T. Schneider & Ralph Winkler, 2021. "Growth and Welfare under Endogenous Lifetimes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 123(4), pages 1339-1384, October.
    19. Gregory Ponthiere, 2016. "The contribution of improved joint survival conditions to living standards: an equivalent consumption approach," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 46(2), pages 407-449, February.
    20. Juan Carlos Cordoba, 2015. "Children, Dynastic Altruism and the Wealth of Nations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(4), pages 774-791, October.

    More about this item

    Keywords

    Health; Lifespan; Life expectancy; Inequality; Global Burden of Disease; Sub-Saharan Africa;
    All these keywords.

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • 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

    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:eee:jhecon:v:93:y:2024:i:c:s0167629623001248. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505560 .

    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.