Skip to main content
Top
Published in: European Journal of Epidemiology 8/2015

Open Access 01-08-2015 | MORTALITY

Income inequality, life expectancy and cause-specific mortality in 43 European countries, 1987–2008: a fixed effects study

Authors: Yannan Hu, Frank J. van Lenthe, Johan P. Mackenbach

Published in: European Journal of Epidemiology | Issue 8/2015

Login to get access

Abstract

Whether income inequality is related to population health is still open to debate. We aimed to critically assess the relationship between income inequality and mortality in 43 European countries using comparable data between 1987 and 2008, controlling for time-invariant and time-variant country-level confounding factors. Annual data on income inequality, expressed as Gini index based on net household income, were extracted from the Standardizing the World Income Inequality Database. Data on life expectancy at birth and age-standardized mortality by cause of death were obtained from the Human Lifetable Database and the World Health Organization European Health for All Database. Data on infant mortality were obtained from the United Nations World Population Prospects Database. The relationships between income inequality and mortality indicators were studied using country fixed effects models, adjusted for time trends and country characteristics. Significant associations between income inequality and many mortality indicators were found in pooled cross-sectional regressions, indicating higher mortality in countries with larger income inequalities. Once the country fixed effects were added, all associations between income inequality and mortality indicators became insignificant, except for mortality from external causes and homicide among men, and cancers among women. The significant results for homicide and cancers disappeared after further adjustment for indicators of democracy, education, transition to national independence, armed conflicts, and economic freedom. Cross-sectional associations between income inequality and mortality seem to reflect the confounding effects of other country characteristics. In a European context, national levels of income inequality do not have an independent effect on mortality.
Appendix
Available only for authorised users
Literature
2.
go back to reference Deaton A. Commentary: the convoluted story of international studies of inequality and health. Int J Epidemiol. 2002;31(3):546–9.CrossRefPubMed Deaton A. Commentary: the convoluted story of international studies of inequality and health. Int J Epidemiol. 2002;31(3):546–9.CrossRefPubMed
4.
go back to reference Wilkinson RG, Pickett KE. Income inequality and population health: a review and explanation of the evidence. Soc Sci Med. 2006;62(7):1768–84.CrossRefPubMed Wilkinson RG, Pickett KE. Income inequality and population health: a review and explanation of the evidence. Soc Sci Med. 2006;62(7):1768–84.CrossRefPubMed
5.
go back to reference Judge K, Mulligan JA, Benzeval M. Income inequality and population health. Soc Sci Med. 1998;46(4–5):567–79.CrossRefPubMed Judge K, Mulligan JA, Benzeval M. Income inequality and population health. Soc Sci Med. 1998;46(4–5):567–79.CrossRefPubMed
6.
go back to reference Beckfield J. Does income inequality harm health? New cross-national evidence. J Health Soc Behav. 2004;45(3):231–48.CrossRefPubMed Beckfield J. Does income inequality harm health? New cross-national evidence. J Health Soc Behav. 2004;45(3):231–48.CrossRefPubMed
7.
go back to reference Leigh A, Jencks C. Inequality and mortality: long-run evidence from a panel of countries. J Health Econ. 2007;26(1):1–24.CrossRefPubMed Leigh A, Jencks C. Inequality and mortality: long-run evidence from a panel of countries. J Health Econ. 2007;26(1):1–24.CrossRefPubMed
9.
go back to reference Lynch JW, et al. Income inequality, the psychosocial environment, and health: comparisons of wealthy nations. Lancet. 2001;358(9277):194–200.CrossRefPubMed Lynch JW, et al. Income inequality, the psychosocial environment, and health: comparisons of wealthy nations. Lancet. 2001;358(9277):194–200.CrossRefPubMed
10.
go back to reference Leigh A, Jencks C, Smeeding TM. Health and economic inequality. In: Salverda W, Nolan B, Smeeding TM, editors. The oxford handbook of economic inequality. Oxford: Oxford University Press; 2009. Leigh A, Jencks C, Smeeding TM. Health and economic inequality. In: Salverda W, Nolan B, Smeeding TM, editors. The oxford handbook of economic inequality. Oxford: Oxford University Press; 2009.
11.
go back to reference Mellor JM, Milyo J. Reexamining the evidence of an ecological association between income inequality and health. J Health Polit Policy Law. 2001;26(3):487–522.CrossRefPubMed Mellor JM, Milyo J. Reexamining the evidence of an ecological association between income inequality and health. J Health Polit Policy Law. 2001;26(3):487–522.CrossRefPubMed
12.
go back to reference Gravelle H, Wildman J, Sutton M. Income, income inequality and health: what can we learn from aggregate data? Soc Sci Med. 2002;54(4):577–89.CrossRefPubMed Gravelle H, Wildman J, Sutton M. Income, income inequality and health: what can we learn from aggregate data? Soc Sci Med. 2002;54(4):577–89.CrossRefPubMed
13.
go back to reference Atkinson AB, Brandolini A. Promise and pitfalls in the use of ‘secondary’ data-sets: income inequality in OECD countries as a case study. J Econ Lit. 2001;39(3):771–99.CrossRef Atkinson AB, Brandolini A. Promise and pitfalls in the use of ‘secondary’ data-sets: income inequality in OECD countries as a case study. J Econ Lit. 2001;39(3):771–99.CrossRef
14.
go back to reference Solt F. Standardizing the world income inequality database. Soc Sci Q. 2009;90(2):231–42.CrossRef Solt F. Standardizing the world income inequality database. Soc Sci Q. 2009;90(2):231–42.CrossRef
15.
go back to reference De Vogli R, et al. Has the relation between income inequality and life expectancy disappeared? Evidence from Italy and top industrialised countries. J Epidemiol Community Health. 2005;59(2):158–62.PubMedCentralCrossRefPubMed De Vogli R, et al. Has the relation between income inequality and life expectancy disappeared? Evidence from Italy and top industrialised countries. J Epidemiol Community Health. 2005;59(2):158–62.PubMedCentralCrossRefPubMed
16.
go back to reference Rodgers GB. Income and inequality as determinants of mortality: an international cross-section analysis. Popul Stud. 1979;33:343–51.CrossRef Rodgers GB. Income and inequality as determinants of mortality: an international cross-section analysis. Popul Stud. 1979;33:343–51.CrossRef
17.
go back to reference Ram R. Further examination of the cross-country association between income inequality and population health. Soc Sci Med. 2006;62(3):779–91.CrossRefPubMed Ram R. Further examination of the cross-country association between income inequality and population health. Soc Sci Med. 2006;62(3):779–91.CrossRefPubMed
18.
go back to reference Macinko JA, et al. Income inequality and health: a critical review of the literature. Med Care Res Rev. 2003;60(4):407–52.CrossRefPubMed Macinko JA, et al. Income inequality and health: a critical review of the literature. Med Care Res Rev. 2003;60(4):407–52.CrossRefPubMed
19.
go back to reference Babones SJ. Income inequality and population health: correlation and causality. Soc Sci Med. 2008;66(7):1614–26.CrossRefPubMed Babones SJ. Income inequality and population health: correlation and causality. Soc Sci Med. 2008;66(7):1614–26.CrossRefPubMed
20.
go back to reference Shkolnikov VM, et al. Losses of expected lifetime in the United States and other developed countries: methods and empirical analyses. Demography. 2011;48(1):211–39.CrossRefPubMed Shkolnikov VM, et al. Losses of expected lifetime in the United States and other developed countries: methods and empirical analyses. Demography. 2011;48(1):211–39.CrossRefPubMed
21.
go back to reference Avendano M. Correlation or causation? Income inequality and infant mortality in fixed effects models in the period 1960–2008 in 34 OECD countries. Soc Sci Med. 2012;75(4):754–60.CrossRefPubMed Avendano M. Correlation or causation? Income inequality and infant mortality in fixed effects models in the period 1960–2008 in 34 OECD countries. Soc Sci Med. 2012;75(4):754–60.CrossRefPubMed
22.
go back to reference Clarkwest A. Neo-materialist theory and the temporal relationship between income inequality and longevity change. Soc Sci Med. 2008;66(9):1871–81.CrossRefPubMed Clarkwest A. Neo-materialist theory and the temporal relationship between income inequality and longevity change. Soc Sci Med. 2008;66(9):1871–81.CrossRefPubMed
23.
go back to reference Pop IA, van Ingen E, van Oorschot W. Inequality, wealth and health: is decreasing income inequality the key to create healthier societies? Soc Indic Res. 2013;113(3):1025–43.CrossRef Pop IA, van Ingen E, van Oorschot W. Inequality, wealth and health: is decreasing income inequality the key to create healthier societies? Soc Indic Res. 2013;113(3):1025–43.CrossRef
24.
go back to reference Torre R, Myrskyla M. Income inequality and population health: an analysis of panel data for 21 developed countries, 1975–2006. Popul Stud (Camb). 2014;68(1):1–13.CrossRef Torre R, Myrskyla M. Income inequality and population health: an analysis of panel data for 21 developed countries, 1975–2006. Popul Stud (Camb). 2014;68(1):1–13.CrossRef
25.
go back to reference Bobak M, et al. Societal characteristics and health in the former communist countries of Central and Eastern Europe and the former Soviet Union: a multilevel analysis. J Epidemiol Community Health. 2007;61(11):990–6.PubMedCentralCrossRefPubMed Bobak M, et al. Societal characteristics and health in the former communist countries of Central and Eastern Europe and the former Soviet Union: a multilevel analysis. J Epidemiol Community Health. 2007;61(11):990–6.PubMedCentralCrossRefPubMed
26.
go back to reference Zagorski K, et al. Does national income inequality affect individuals’ quality of life in Europe? Inequality, happiness, finances, and health. Soc Indic Res. 2014;117(3):1089–110.CrossRef Zagorski K, et al. Does national income inequality affect individuals’ quality of life in Europe? Inequality, happiness, finances, and health. Soc Indic Res. 2014;117(3):1089–110.CrossRef
28.
go back to reference Mackenbach JP, Hu Y, Looman CW. Democratization and life expectancy in Europe, 1960–2008. Soc Sci Med. 2013;93:166–75.CrossRefPubMed Mackenbach JP, Hu Y, Looman CW. Democratization and life expectancy in Europe, 1960–2008. Soc Sci Med. 2013;93:166–75.CrossRefPubMed
29.
go back to reference Reuveny R, Li Q. Economic openness, democracy, and income inequality—an empirical analysis. Comp Polit Stud. 2003;36(5):575–601.CrossRef Reuveny R, Li Q. Economic openness, democracy, and income inequality—an empirical analysis. Comp Polit Stud. 2003;36(5):575–601.CrossRef
30.
go back to reference Sylwester K. Can education expenditures reduce income inequality? Econ Educ Rev. 2002;21(1):43–52.CrossRef Sylwester K. Can education expenditures reduce income inequality? Econ Educ Rev. 2002;21(1):43–52.CrossRef
31.
go back to reference Carter JR. An empirical note on economic freedom and income inequality. Public Choice. 2007;130(1–2):163–77.CrossRef Carter JR. An empirical note on economic freedom and income inequality. Public Choice. 2007;130(1–2):163–77.CrossRef
32.
go back to reference Wooldridge JM. Econometric analysis of cross section and panel data. 2nd ed. Cambridge: MIT Press; 2010. Wooldridge JM. Econometric analysis of cross section and panel data. 2nd ed. Cambridge: MIT Press; 2010.
33.
35.
go back to reference Lynch JW, et al. Income inequality and mortality: importance to health of individual income, psychosocial environment, or material conditions. BMJ. 2000;320(7243):1200–4.PubMedCentralCrossRefPubMed Lynch JW, et al. Income inequality and mortality: importance to health of individual income, psychosocial environment, or material conditions. BMJ. 2000;320(7243):1200–4.PubMedCentralCrossRefPubMed
36.
go back to reference Kawachi I, Subramanian SV. Income inequality. In: Berkman LF, Kawachi I, Glymour MM, editors. Social epidemiology. USA: Oxford University Press; 2014. p. 126–51. Kawachi I, Subramanian SV. Income inequality. In: Berkman LF, Kawachi I, Glymour MM, editors. Social epidemiology. USA: Oxford University Press; 2014. p. 126–51.
37.
go back to reference Middelkoop BJ, et al. Urban cause-specific socioeconomic mortality differences. Which causes of death contribute most? Int J Epidemiol. 2001;30(2):240–7.CrossRefPubMed Middelkoop BJ, et al. Urban cause-specific socioeconomic mortality differences. Which causes of death contribute most? Int J Epidemiol. 2001;30(2):240–7.CrossRefPubMed
38.
go back to reference Leinsalu M, et al. Educational inequalities in mortality in four Eastern European countries: divergence in trends during the post-communist transition from 1990 to 2000. Int J Epidemiol. 2009;38(2):512–25.CrossRefPubMed Leinsalu M, et al. Educational inequalities in mortality in four Eastern European countries: divergence in trends during the post-communist transition from 1990 to 2000. Int J Epidemiol. 2009;38(2):512–25.CrossRefPubMed
39.
go back to reference Mackenbach JP, McKee M. Successes and failures of health policy in Europe: four decades of diverging trends and converging challenges. Buckingham: Open University Press; 2013. Mackenbach JP, McKee M. Successes and failures of health policy in Europe: four decades of diverging trends and converging challenges. Buckingham: Open University Press; 2013.
40.
go back to reference Alesina A, Baqir R, Easterly W. Public goods and ethnic divisions. Q J Econ. 1999;114(4):1243–84.CrossRef Alesina A, Baqir R, Easterly W. Public goods and ethnic divisions. Q J Econ. 1999;114(4):1243–84.CrossRef
41.
go back to reference Mackenbach JP. Cultural values and population health: a quantitative analysis of variations in cultural values, health behaviours and health outcomes among 42 European countries. Health Place. 2014;28:116–32.CrossRefPubMed Mackenbach JP. Cultural values and population health: a quantitative analysis of variations in cultural values, health behaviours and health outcomes among 42 European countries. Health Place. 2014;28:116–32.CrossRefPubMed
43.
go back to reference Kraal K, Roosblad J, Wrench J. Equal opportunities and ethnic inequality in European labour markets: discrimination, gender and policies of diversity. Amsterdam: Amsterdam University Press; 2009.CrossRef Kraal K, Roosblad J, Wrench J. Equal opportunities and ethnic inequality in European labour markets: discrimination, gender and policies of diversity. Amsterdam: Amsterdam University Press; 2009.CrossRef
44.
go back to reference Ross NA, et al. Relation between income inequality and mortality in Canada and in the United States: cross sectional assessment using census data and vital statistics. BMJ. 2000;320(7239):898–902.PubMedCentralCrossRefPubMed Ross NA, et al. Relation between income inequality and mortality in Canada and in the United States: cross sectional assessment using census data and vital statistics. BMJ. 2000;320(7239):898–902.PubMedCentralCrossRefPubMed
45.
go back to reference Ross NA, et al. Metropolitan income inequality and working-age mortality: a cross-sectional analysis using comparable data from five countries. J Urban Health. 2005;82(1):101–10.PubMedCentralCrossRefPubMed Ross NA, et al. Metropolitan income inequality and working-age mortality: a cross-sectional analysis using comparable data from five countries. J Urban Health. 2005;82(1):101–10.PubMedCentralCrossRefPubMed
47.
go back to reference Kulhanova I, et al. Why does Spain have smaller inequalities in mortality? An exploration of potential explanations. Eur J Pub Health. 2014;24(3):370–7.CrossRef Kulhanova I, et al. Why does Spain have smaller inequalities in mortality? An exploration of potential explanations. Eur J Pub Health. 2014;24(3):370–7.CrossRef
48.
go back to reference Mackenbach JP, et al. Socioeconomic inequalities in health in 22 European countries. N Engl J Med. 2008;358(23):2468–81.CrossRefPubMed Mackenbach JP, et al. Socioeconomic inequalities in health in 22 European countries. N Engl J Med. 2008;358(23):2468–81.CrossRefPubMed
49.
go back to reference Zambon A, et al. Do welfare regimes mediate the effect of socioeconomic position on health in adolescence? A cross-national comparison in Europe, North America and Israel. Int J Health Serv. 2006;36(2):309–29.CrossRefPubMed Zambon A, et al. Do welfare regimes mediate the effect of socioeconomic position on health in adolescence? A cross-national comparison in Europe, North America and Israel. Int J Health Serv. 2006;36(2):309–29.CrossRefPubMed
Metadata
Title
Income inequality, life expectancy and cause-specific mortality in 43 European countries, 1987–2008: a fixed effects study
Authors
Yannan Hu
Frank J. van Lenthe
Johan P. Mackenbach
Publication date
01-08-2015
Publisher
Springer Netherlands
Published in
European Journal of Epidemiology / Issue 8/2015
Print ISSN: 0393-2990
Electronic ISSN: 1573-7284
DOI
https://doi.org/10.1007/s10654-015-0066-x

Other articles of this Issue 8/2015

European Journal of Epidemiology 8/2015 Go to the issue