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Published in: Health Economics Review 1/2017

Open Access 01-12-2017 | Research

Some microeconometric evidence on the relationship between health and income

Authors: Amélie Adeline, Eric Delattre

Published in: Health Economics Review | Issue 1/2017

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Abstract

This paper examines the association between income, income inequalities and health inequalities in Europe. The contribution of this paper is to study different hypotheses linking self-perceived health status and income, allowing for the identification of different mechanisms in income-related health inequalities. Using data from the Survey of Health, Ageing and Retirement in Europe (15 countries), we take the advantage of the cross-sectional and longitudinal nature of this rich database to make robust results. The analyses (coefficient estimates as well as average marginal effects) strongly support two hypotheses by showing that (i) income has a positive and concave effect on health (Absolute Income Hypothesis); (ii) income inequalities in a country affect all members in a society (strong version of the Income Inequality Hypothesis). However, our study suggests that, when considering the position of the individual in the income distribution, as well as the interaction between income inequalities and these rankings, one cannot identify individuals the most affected by income inequalities (which should be the least well-off in a society according to the weak version of the Income Inequality Hypothesis). Finally, the robustness of this study is emphasized when implementing a generalized ordered probit to consider the subjective nature of the self-perceived health status to avoid the traps encountered in previous studies.
Literature
1.
go back to reference Benitez-Silva H, Buchinsky M, Man Chan H, Cheidvasser S, Rust J. How large is the bias in self-reported disability?J Appl Econom. 2004; 19(6):649–670.CrossRef Benitez-Silva H, Buchinsky M, Man Chan H, Cheidvasser S, Rust J. How large is the bias in self-reported disability?J Appl Econom. 2004; 19(6):649–670.CrossRef
2.
go back to reference Boes S, Winkelmann R. Ordered response models. In: Modern Econometric Analysis. Springer. Allgemeines Statistiches Archiv. 2006; 90(1):167–91. Boes S, Winkelmann R. Ordered response models. In: Modern Econometric Analysis. Springer. Allgemeines Statistiches Archiv. 2006; 90(1):167–91.
4.
5.
6.
8.
go back to reference Carrieri V, Jones AM. The income-health relationship “beyond the mean”: New evidence from biomarkers. Health Econ. 2017; 26(7):937–56.CrossRefPubMed Carrieri V, Jones AM. The income-health relationship “beyond the mean”: New evidence from biomarkers. Health Econ. 2017; 26(7):937–56.CrossRefPubMed
9.
go back to reference Cohen S, Line S, Manuck SB, Rabin BS, Heise ER, Kaplan JR. Chronic social stress, social status, and susceptibility to upper respiratory infections in nonhuman primates. Psychosom Med. 1997; 59(3):213–21.CrossRefPubMed Cohen S, Line S, Manuck SB, Rabin BS, Heise ER, Kaplan JR. Chronic social stress, social status, and susceptibility to upper respiratory infections in nonhuman primates. Psychosom Med. 1997; 59(3):213–21.CrossRefPubMed
10.
go back to reference Cutler D, Deaton A, Lleras-Muney A. The determinants of mortality. J Econ Perspect. 2006; 20(3):97–120.CrossRef Cutler D, Deaton A, Lleras-Muney A. The determinants of mortality. J Econ Perspect. 2006; 20(3):97–120.CrossRef
11.
go back to reference Deaton A. Health, inequality, and economic development. J Econ Lit. 2003; 41(1):113–58.CrossRef Deaton A. Health, inequality, and economic development. J Econ Lit. 2003; 41(1):113–58.CrossRef
12.
go back to reference Ettner SL. New evidence on the relationship between income and health. J Health Econ. 1996; 15(1):67–85.CrossRefPubMed Ettner SL. New evidence on the relationship between income and health. J Health Econ. 1996; 15(1):67–85.CrossRefPubMed
13.
go back to reference Fiscella K, Franks P. Individual income, income inequality, health, and mortality: what are the relationships?Health Serv Res. 2000; 35:307–18.PubMedPubMedCentral Fiscella K, Franks P. Individual income, income inequality, health, and mortality: what are the relationships?Health Serv Res. 2000; 35:307–18.PubMedPubMedCentral
14.
go back to reference Grossman M. The relationship between health and schooling: What’s new?Tech. rep. National Bureau of Economic Research. 2015. Grossman M. The relationship between health and schooling: What’s new?Tech. rep. National Bureau of Economic Research. 2015.
15.
go back to reference Hildebrand V, Van Kerm P. Income inequality and self-rated health status: evidence from the European Community Household Panel. Demography. 2009; 46(4):805–25.CrossRefPubMedPubMedCentral Hildebrand V, Van Kerm P. Income inequality and self-rated health status: evidence from the European Community Household Panel. Demography. 2009; 46(4):805–25.CrossRefPubMedPubMedCentral
16.
go back to reference Jones AM, Schurer S. How does heterogeneity shape the socioeconomic gradient in health satisfaction?J Appl Econom. 2011; 26(4):549–79.CrossRef Jones AM, Schurer S. How does heterogeneity shape the socioeconomic gradient in health satisfaction?J Appl Econom. 2011; 26(4):549–79.CrossRef
17.
go back to reference Kaplan GA, Pamuk ER, Lynch JW, Cohen RD, Balfour JL. Inequality in income and mortality in the United States: analysis of mortality and potential pathways. Brit Med J. 1996; 312(7037):999–1003.CrossRefPubMedPubMedCentral Kaplan GA, Pamuk ER, Lynch JW, Cohen RD, Balfour JL. Inequality in income and mortality in the United States: analysis of mortality and potential pathways. Brit Med J. 1996; 312(7037):999–1003.CrossRefPubMedPubMedCentral
18.
19.
20.
go back to reference Kennedy BP, Kawachi I, Glass R, Prothrow-Stith D, et al.Income distribution, socioeconomic status, and self rated health in the United States: a multilevel analysis. Brit Med J. 1998; 317(7163):917–21.CrossRefPubMedPubMedCentral Kennedy BP, Kawachi I, Glass R, Prothrow-Stith D, et al.Income distribution, socioeconomic status, and self rated health in the United States: a multilevel analysis. Brit Med J. 1998; 317(7163):917–21.CrossRefPubMedPubMedCentral
21.
go back to reference Li H, Zhu Y. Income, income inequality and health: Evidence from china. J Comp Econ. 2006; 34(4):668–93.CrossRef Li H, Zhu Y. Income, income inequality and health: Evidence from china. J Comp Econ. 2006; 34(4):668–93.CrossRef
22.
go back to reference Lindeboom M, Van Doorslaer E. Cut-point shift and index shift in self-reported health. J Health Econ. 2004; 23(6):1083–99.CrossRefPubMed Lindeboom M, Van Doorslaer E. Cut-point shift and index shift in self-reported health. J Health Econ. 2004; 23(6):1083–99.CrossRefPubMed
23.
go back to reference Lindelow M. Sometimes more equal than others: how health inequalities depend on the choice of welfare indicator. Health Econ. 2006; 15(3):263–279.CrossRefPubMed Lindelow M. Sometimes more equal than others: how health inequalities depend on the choice of welfare indicator. Health Econ. 2006; 15(3):263–279.CrossRefPubMed
24.
go back to reference Lynch J, Smith GD, Harper S, Hillemeier M, Ross N, Kaplan GA, Wolfson M. Is income inequality a determinant of population health? part 1 - A systematic review. Milbank Q. 2004; 82(1):5–99.CrossRefPubMedPubMedCentral Lynch J, Smith GD, Harper S, Hillemeier M, Ross N, Kaplan GA, Wolfson M. Is income inequality a determinant of population health? part 1 - A systematic review. Milbank Q. 2004; 82(1):5–99.CrossRefPubMedPubMedCentral
25.
go back to reference Lynch JW, Kaplan GA, Pamuk ER, Cohen RD, Heck KE, Balfour JL, Yen IH. Income inequality and mortality in metropolitan areas of the united states. Am J Public Health. 1998; 88(7):1074–80.CrossRefPubMedPubMedCentral Lynch JW, Kaplan GA, Pamuk ER, Cohen RD, Heck KE, Balfour JL, Yen IH. Income inequality and mortality in metropolitan areas of the united states. Am J Public Health. 1998; 88(7):1074–80.CrossRefPubMedPubMedCentral
26.
go back to reference Mackenbach JP, Martikainen P, Looman CW, Dalstra JA, Kunst AE, Lahelma E, Group SW, et al.The shape of the relationship between income and self-assessed health: an international study. Int J Epidemiol. 2005; 34(2):286–93.CrossRefPubMed Mackenbach JP, Martikainen P, Looman CW, Dalstra JA, Kunst AE, Lahelma E, Group SW, et al.The shape of the relationship between income and self-assessed health: an international study. Int J Epidemiol. 2005; 34(2):286–93.CrossRefPubMed
27.
go back to reference Mellor JM, Milyo J. Income inequality and health status in the United States: evidence from the current population survey. J Hum Resour. 2002; 37(3):510–39.CrossRef Mellor JM, Milyo J. Income inequality and health status in the United States: evidence from the current population survey. J Hum Resour. 2002; 37(3):510–39.CrossRef
28.
go back to reference Potvin L, Moquet MJ, Jones C. Réduire les inégalités sociales en santé: INPES - coll. Santé en Actions (French national institute on health prevention and education).2010. p. 380. Potvin L, Moquet MJ, Jones C. Réduire les inégalités sociales en santé: INPES - coll. Santé en Actions (French national institute on health prevention and education).2010. p. 380.
29.
go back to reference Preston SH. The changing relation between mortality and level of economic development. Pop Stud. 1975; 29(2):231–48.CrossRef Preston SH. The changing relation between mortality and level of economic development. Pop Stud. 1975; 29(2):231–48.CrossRef
30.
go back to reference Subramanian S, Kawachi I. Income inequality and health: what have we learned so far?Epidemiol Rev. 2004; 26(1):78–91.CrossRefPubMed Subramanian S, Kawachi I. Income inequality and health: what have we learned so far?Epidemiol Rev. 2004; 26(1):78–91.CrossRefPubMed
31.
go back to reference Theodossiou I, Zangelidis A. The social gradient in health: The effect of absolute income and subjective social status assessment on the individual’s health in Europe. Econ Hum Biol. 2009; 7(2):229–237.CrossRefPubMed Theodossiou I, Zangelidis A. The social gradient in health: The effect of absolute income and subjective social status assessment on the individual’s health in Europe. Econ Hum Biol. 2009; 7(2):229–237.CrossRefPubMed
32.
go back to reference Van Doorslaer E, Koolman X, Jones AM. Explaining income-related inequalities in doctor utilisation in Europe. Health Econ. 2004; 13(7):629–47.CrossRefPubMed Van Doorslaer E, Koolman X, Jones AM. Explaining income-related inequalities in doctor utilisation in Europe. Health Econ. 2004; 13(7):629–47.CrossRefPubMed
33.
go back to reference Wagstaff A, Van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J Econometrics. 2003; 112(1):207–23.CrossRef Wagstaff A, Van Doorslaer E, Watanabe N. On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam. J Econometrics. 2003; 112(1):207–23.CrossRef
34.
go back to reference World Health Organization. WHO: Commission on Social Determinants of Health: final report. 2009. World Health Organization. WHO: Commission on Social Determinants of Health: final report. 2009.
Metadata
Title
Some microeconometric evidence on the relationship between health and income
Authors
Amélie Adeline
Eric Delattre
Publication date
01-12-2017
Publisher
Springer Berlin Heidelberg
Published in
Health Economics Review / Issue 1/2017
Electronic ISSN: 2191-1991
DOI
https://doi.org/10.1186/s13561-017-0163-5

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