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Aversion to health inequality — Pure, income-related and income-caused

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  • Robson, Matthew
  • O’Donnell, Owen
  • Van Ourti, Tom

Abstract

We design a novel experiment to identify aversion to pure (univariate) health inequality separately from aversion to income-related and income-caused health inequality. Participants allocate resources to determine health of individuals. Identification comes from random variation in resource productivity and information on income and its causal effect. We gather data (26,286 observations) from a sample of UK adults (n = 337) and estimate pooled and participant-specific social preferences while accounting for noise. The median person has strong aversion to pure health inequality, challenging the health maximisation objective of economic evaluation. Aversion to health inequality is even stronger when it is related to income. However, the median person prioritises health of poorer individuals less than is assumed in the standard measure of income-related health inequality. On average, aversion to that inequality does not become stronger when low income is known to cause ill-health. There is substantial heterogeneity in all three types of inequality aversion.

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  • Robson, Matthew & O’Donnell, Owen & Van Ourti, Tom, 2024. "Aversion to health inequality — Pure, income-related and income-caused," Journal of Health Economics, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:jhecon:v:94:y:2024:i:c:s0167629624000018
    DOI: 10.1016/j.jhealeco.2024.102856
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    1. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    2. Bleichrodt, Han, 1997. "Health utility indices and equity considerations," Journal of Health Economics, Elsevier, vol. 16(1), pages 65-91, February.
    3. 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.
    4. Amy Finkelstein & Erzo F. P. Luttmer & Matthew J. Notowidigdo, 2013. "What Good Is Wealth Without Health? The Effect Of Health On The Marginal Utility Of Consumption," Journal of the European Economic Association, European Economic Association, vol. 11, pages 221-258, January.
    5. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    6. Raymond Fisman & Shachar Kariv & Daniel Markovits, 2007. "Individual Preferences for Giving," American Economic Review, American Economic Association, vol. 97(5), pages 1858-1876, December.
    7. Donaldson, David & Weymark, John A., 1980. "A single-parameter generalization of the Gini indices of inequality," Journal of Economic Theory, Elsevier, vol. 22(1), pages 67-86, February.
    8. Erik Schokkaert & Kurt Devooght, 2003. "Responsibility-sensitive fair compensation in different cultures," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 21(2), pages 207-242, October.
    9. Anna Conte & Peter Moffatt, 2014. "The econometric modelling of social preferences," Theory and Decision, Springer, vol. 76(1), pages 119-145, January.
    10. A. B. Atkinson & F. Bourguignon, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 183-201.
    11. Abasolo, Ignacio & Tsuchiya, Aki, 2004. "Exploring social welfare functions and violation of monotonicity: an example from inequalities in health," Journal of Health Economics, Elsevier, vol. 23(2), pages 313-329, March.
    12. Matthew Robson & Miqdad Asaria & Richard Cookson & Aki Tsuchiya & Shehzad Ali, 2017. "Eliciting the Level of Health Inequality Aversion in England," Health Economics, John Wiley & Sons, Ltd., vol. 26(10), pages 1328-1334, October.
    13. Alexander W. Cappelen & Astri Drange Hole & Erik Ø Sørensen & Bertil Tungodden, 2007. "The Pluralism of Fairness Ideals: An Experimental Approach," American Economic Review, American Economic Association, vol. 97(3), pages 818-827, June.
    14. Kolm, Serge-Christophe, 1976. "Unequal inequalities. II," Journal of Economic Theory, Elsevier, vol. 13(1), pages 82-111, August.
    15. 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).
    16. Yitzhaki, Shlomo, 1983. "On an Extension of the Gini Inequality Index," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 617-628, October.
    17. Donaldson, David & Weymark, John A., 1983. "Ethically flexible gini indices for income distributions in the continuum," Journal of Economic Theory, Elsevier, vol. 29(2), pages 353-358, April.
    18. Maureen Cropper & Alan Krupnick & William Raich, 2016. "Preferences for Equality in Environmental Outcomes," NBER Working Papers 22644, National Bureau of Economic Research, Inc.
    19. repec:cup:judgdm:v:2:y:2007:i::p:79-95 is not listed on IDEAS
    20. Marcus Fleming, 1952. "A Cardinal Concept of Welfare," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 66(3), pages 366-384.
    21. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896.
    22. Guido Erreygers & Roselinde Kessels, 2017. "Socioeconomic Status and Health: A New Approach to the Measurement of Bivariate Inequality," IJERPH, MDPI, vol. 14(7), pages 1-23, June.
    23. Richardson, Jeff & Sinha, Kompal & Iezzi, Angelo & Maxwell, Aimee, 2012. "Maximising health versus sharing: Measuring preferences for the allocation of the health budget," Social Science & Medicine, Elsevier, vol. 75(8), pages 1351-1361.
    24. Abasolo, Ignacio & Tsuchiya, Aki, 2004. "Exploring social welfare functions and violation of monotonicity: an example from inequalities in health--a reply to Jan Abel Olsen," Journal of Health Economics, Elsevier, vol. 23(2), pages 333-334, March.
    25. Makdissi, Paul & Yazbeck, Myra, 2016. "Avoiding blindness to health status in health achievement and health inequality measurement," Social Science & Medicine, Elsevier, vol. 171(C), pages 39-47.
    26. Hjördis Hardardottir & Ulf‐G Gerdtham & Erik Wengström, 2021. "Parameterizing standard measures of income and health inequality using choice experiments," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2531-2546, September.
    27. Bleichrodt, Han & Diecidue, Enrico & Quiggin, John, 2004. "Equity weights in the allocation of health care: the rank-dependent QALY model," Journal of Health Economics, Elsevier, vol. 23(1), pages 157-171, January.
    28. Dolan, Paul & Tsuchiya, Aki, 2009. "The social welfare function and individual responsibility: Some theoretical issues and empirical evidence," Journal of Health Economics, Elsevier, vol. 28(1), pages 210-220, January.
    29. 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.
    30. Robert A. Pollak, 1971. "Additive Utility Functions and Linear Engel Curves," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 38(4), pages 401-414.
    31. Bleichrodt, Han & Doctor, Jason & Stolk, Elly, 2005. "A nonparametric elicitation of the equity-efficiency trade-off in cost-utility analysis," Journal of Health Economics, Elsevier, vol. 24(4), pages 655-678, July.
    32. Kolm, Serge-Christophe, 1976. "Unequal inequalities. I," Journal of Economic Theory, Elsevier, vol. 12(3), pages 416-442, June.
    33. 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.
    34. Jose‐Maria Abellan‐Perpiñan & Jose‐Luis Pinto‐Prades, 1999. "Health state after treatment: a reason for discrimination?," Health Economics, John Wiley & Sons, Ltd., vol. 8(8), pages 701-707, December.
    35. Harless, David W & Camerer, Colin F, 1994. "The Predictive Utility of Generalized Expected Utility Theories," Econometrica, Econometric Society, vol. 62(6), pages 1251-1289, November.
    36. Paul Dolan & Aki Tsuchiya, 2011. "Determining the parameters in a social welfare function using stated preference data: an application to health," Applied Economics, Taylor & Francis Journals, vol. 43(18), pages 2241-2250.
    37. Dolan, Paul, 1998. "The measurement of individual utility and social welfare," Journal of Health Economics, Elsevier, vol. 17(1), pages 39-52, January.
    38. Kenneth J. Arrow, 1971. "A Utilitarian Approach to the Concept of Equality in Public Expenditures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 85(3), pages 409-415.
    39. Gyrd-Hansen, Dorte, 2004. "Investigating the social value of health changes," Journal of Health Economics, Elsevier, vol. 23(6), pages 1101-1116, November.
    40. Robson, Matthew, 2021. "Inequality aversion, self-interest and social connectedness," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 744-772.
    41. Ubel, Peter A. & Loewenstein, George, 1996. "Distributing scarce livers: The moral reasoning of the general public," Social Science & Medicine, Elsevier, vol. 42(7), pages 1049-1055, April.
    42. John E. Roemer, 2002. "Equality of opportunity: A progress report," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 19(2), pages 455-471.
    43. Julie Ratcliffe, 2000. "Public preferences for the allocation of donor liver grafts for transplantation," Health Economics, John Wiley & Sons, Ltd., vol. 9(2), pages 137-148, March.
    44. William Vickrey, 1960. "Utility, Strategy, and Social Decision Rules," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 74(4), pages 507-535.
    45. Wagstaff, Adam & van Doorslaer, Eddy, 2000. "Chapter 34 Equity in health care finance and delivery," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 34, pages 1803-1862, Elsevier.
    46. Micaela Pinho & Anabela Botelho, 2018. "Inference Procedures to Quantify the Efficiency–Equality Trade-Off in Health from Stated Preferences: A Case Study in Portugal," Applied Health Economics and Health Policy, Springer, vol. 16(4), pages 503-513, August.
    47. Bleichrodt, Han & van Doorslaer, Eddy, 2006. "A welfare economics foundation for health inequality measurement," Journal of Health Economics, Elsevier, vol. 25(5), pages 945-957, September.
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    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.
    2. Hansen, Kristian S. & Moreno-Ternero, Juan D. & Østerdal, Lars P., 2024. "Quality- and productivity-adjusted life years: From QALYs to PALYs and beyond," Journal of Health Economics, Elsevier, vol. 95(C).
    3. Bavafa, Hessam & Mukherjee, Anita & Welch, Tyler Q., 2023. "Inequality in the golden years: Wealth gradients in disability-free and work-free longevity in the United States," Journal of Health Economics, Elsevier, vol. 92(C).

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    More about this item

    Keywords

    Inequality aversion; Social preferences; Health; Income; Experiment;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D30 - Microeconomics - - Distribution - - - General
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

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