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Journal of Epidemiology and Community Health logoLink to Journal of Epidemiology and Community Health
. 2003 Nov;57(11):844–848. doi: 10.1136/jech.57.11.844

Income inequality and health: multilevel analysis of Chilean communities

S Subramanian 1, I Delgado 1, L Jadue 1, J Vega 1, I Kawachi 1
PMCID: PMC1732331  PMID: 14600107

Abstract

Study objective: The evidence supporting the effect of income inequality on health has been largely observed in societies far more egalitarian than the US. This study examines the cross sectional multilevel associations between income inequality and self rated poor health in Chile; a society more unequal than the US.

Design: A multilevel statistical framework of 98 344 people nested within 61 978 households nested within 285 communities nested within 13 regions.

Setting: The 2000 National Socioeconomic Characterization Survey (CASEN) data from Chile.

Participants: Adults aged 18 and above. The outcome was a dichotomised self rated health (0 if very good, good or average; 1 if poor, or very poor). Individual level exposures included age, sex, ethnicity, marital status, education, employment status, type of health insurance, and household level exposures include income and residential setting (urban/rural). Community level exposures included the Gini coefficient and median income.

Main results: Controlling for individual/household predictors, a significant gradient was observed between income and poor self rated health, with very poor most likely to report poor health (OR: 2.94) followed by poor (OR: 2.77), low (OR: 2.06), middle (OR: 1.73), high (OR: 1.38) as compared with the very high income earners. Controlling for household and community effects of income, a significant effect of community income inequality was observed (OR:1.22).

Conclusions: Household income does not explain any of the between community differences; neither does it account for the effect of community income inequality on self rated health, with more unequal communities associated with a greater probability of reporting poor health.

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Selected References

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  1. Blakely T. A., Kennedy B. P., Glass R., Kawachi I. What is the lag time between income inequality and health status? J Epidemiol Community Health. 2000 Apr;54(4):318–319. doi: 10.1136/jech.54.4.318. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Blakely T. A., Kennedy B. P., Kawachi I. Socioeconomic inequality in voting participation and self-rated health. Am J Public Health. 2001 Jan;91(1):99–104. doi: 10.2105/ajph.91.1.99. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Blakely Tony A., Lochner Kimberly, Kawachi Ichiro. Metropolitan area income inequality and self-rated health--a multi-level study. Soc Sci Med. 2002 Jan;54(1):65–77. doi: 10.1016/s0277-9536(01)00007-7. [DOI] [PubMed] [Google Scholar]
  4. Daly M. C., Duncan G. J., Kaplan G. A., Lynch J. W. Macro-to-micro links in the relation between income inequality and mortality. Milbank Q. 1998;76(3):315-39, 303-4. doi: 10.1111/1468-0009.00094. [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Diez-Roux A. V., Link B. G., Northridge M. E. A multilevel analysis of income inequality and cardiovascular disease risk factors. Soc Sci Med. 2000 Mar;50(5):673–687. doi: 10.1016/s0277-9536(99)00320-2. [DOI] [PubMed] [Google Scholar]
  6. Fiscella K., Franks P. Poverty or income inequality as predictor of mortality: longitudinal cohort study. BMJ. 1997 Jun 14;314(7096):1724–1727. doi: 10.1136/bmj.314.7096.1724. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Kahn R. S., Wise P. H., Kennedy B. P., Kawachi I. State income inequality, household income, and maternal mental and physical health: cross sectional national survey. BMJ. 2000 Nov 25;321(7272):1311–1315. doi: 10.1136/bmj.321.7272.1311. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Kaplan G. A., Pamuk E. R., Lynch J. W., Cohen R. D., Balfour J. L. Inequality in income and mortality in the United States: analysis of mortality and potential pathways. BMJ. 1996 Apr 20;312(7037):999–1003. doi: 10.1136/bmj.312.7037.999. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Kennedy B. P., Kawachi I., Glass R., Prothrow-Stith D. Income distribution, socioeconomic status, and self rated health in the United States: multilevel analysis. BMJ. 1998 Oct 3;317(7163):917–921. doi: 10.1136/bmj.317.7163.917. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Kennedy B. P., Kawachi I., Prothrow-Stith D. Income distribution and mortality: cross sectional ecological study of the Robin Hood index in the United States. BMJ. 1996 Apr 20;312(7037):1004–1007. doi: 10.1136/bmj.312.7037.1004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Lochner K., Pamuk E., Makuc D., Kennedy B. P., Kawachi I. State-level income inequality and individual mortality risk: a prospective, multilevel study. Am J Public Health. 2001 Mar;91(3):385–391. doi: 10.2105/ajph.91.3.385. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Mackenbach Johan P. Income inequality and population health. BMJ. 2002 Jan 5;324(7328):1–2. doi: 10.1136/bmj.324.7328.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Osler Merete, Prescott Eva, Grønbaek Morten, Christensen Ulla, Due Pernille, Engholm Gerda. Income inequality, individual income, and mortality in Danish adults: analysis of pooled data from two cohort studies. BMJ. 2002 Jan 5;324(7328):13–16. doi: 10.1136/bmj.324.7328.13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Preston S. H. The changing relation between mortality and level of economic development. Popul Stud (Camb) 1975 Jul;29:231–248. [PubMed] [Google Scholar]
  15. Sen Amartya. Health: perception versus observation. BMJ. 2002 Apr 13;324(7342):860–861. doi: 10.1136/bmj.324.7342.860. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Shibuya Kenji, Hashimoto Hideki, Yano Eiji. Individual income, income distribution, and self rated health in Japan: cross sectional analysis of nationally representative sample. BMJ. 2002 Jan 5;324(7328):16–19. doi: 10.1136/bmj.324.7328.16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Soobader M. J., LeClere F. B. Aggregation and the measurement of income inequality: effects on morbidity. Soc Sci Med. 1999 Mar;48(6):733–744. doi: 10.1016/s0277-9536(98)00401-8. [DOI] [PubMed] [Google Scholar]
  18. Sturm Roland, Gresenz Carole Roan. Relations of income inequality and family income to chronic medical conditions and mental health disorders: national survey. BMJ. 2002 Jan 5;324(7328):20–23. doi: 10.1136/bmj.324.7328.20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Subramania S. V., Kawachi I., Kennedy B. P. Does the state you live in make a difference? Multilevel analysis of self-rated health in the US. Soc Sci Med. 2001 Jul;53(1):9–19. doi: 10.1016/s0277-9536(00)00309-9. [DOI] [PubMed] [Google Scholar]
  20. Subramanian S. V., Blakely Tony, Kawachi Ichiro. Income inequality as a public health concern: where do we stand? Commentary on "Is exposure to income inequality a public health concern?". Health Serv Res. 2003 Feb;38(1 Pt 1):153–167. doi: 10.1111/1475-6773.00110. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Wilkinson R. G. Income distribution and life expectancy. BMJ. 1992 Jan 18;304(6820):165–168. doi: 10.1136/bmj.304.6820.165. [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Wolfson M., Kaplan G., Lynch J., Ross N., Backlund E. Relation between income inequality and mortality: empirical demonstration. BMJ. 1999 Oct 9;319(7215):953–955. doi: 10.1136/bmj.319.7215.953. [DOI] [PMC free article] [PubMed] [Google Scholar]

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