Skip to main content
Top
Published in: International Journal for Equity in Health 1/2016

Open Access 01-12-2016 | Research

Inequalities in healthy life expectancy by Brazilian geographic regions: findings from the National Health Survey, 2013

Authors: Célia Landmann Szwarcwald, Paulo Roberto Borges de Souza Júnior, Aline Pinto Marques, Wanessa da Silva de Almeida, Dalia Elena Romero Montilla

Published in: International Journal for Equity in Health | Issue 1/2016

Login to get access

Abstract

Background

The demographic shift and epidemiologic transition in Brazil have drawn attention to ways of measuring population health that complement studies of mortality. In this paper, we investigate regional differences in healthy life expectancy based on information from the National Health Survey (PNS), 2013.

Methods

In the survey, a three-stage cluster sampling (census tracts, households and individuals) with stratification of the primary sampling units and random selection in all stages was used to select 60,202 Brazilian adults (18 years and over). Healthy life expectancies (HLE) were estimated by Sullivan’s method according to sex, age and geographic region, using poor self-rated health for defining unhealthy status. Logistic regression models were used to investigate socioeconomic and regional inequalities in poor self-rated health, after controlling by sex and age.

Results

Wide disparities by geographic region were found with the worst indicators in the North and Northeast regions, whether considering educational attainment, material deprivation, or health care utilization. Life expectancy at birth for women and men living in the richest regions was 5 years longer than for those living in the less wealthy regions. Modeling the variation across regions for poor self-rated health, statistically significant effects (p < 0.001) were found for the North and Northeast when compared to the Southeast, even after controlling for age, sex, diagnosis of at least one non-communicable chronic disease, and schooling or socioeconomic class. Marked regional inequalities in HLE were found, with the loss of healthy life much higher among residents of the poorest regions, especially among the elderly.

Conclusions

By combining data on self-rated health status and mortality in a single indicator, Healthy Life Expectancy, this study demonstrated the excess burden of poor health experienced by populations in the less wealthy regions of Brazil. To mitigate the effects of social exclusion, the development of strategies at the regional level is essential to provide health care to all persons in need, reduce risk exposures, support prevention policies for adoption of healthy behaviors. Such strategies should prioritize population groups that will experience the greatest impact from such interventions.
Literature
5.
go back to reference Miquilin IO, Marín-León L, Monteiro MI, Corrêa Filho HR. Inequalities in health services access and use among formal, informal, and unemployed workers, based on data from the Brazilian National Household Sample Survey, 2008. Cad Saude Publica. 2013;29(7):1392–406. doi:10.1590/S0102-311X2013000700013.CrossRef Miquilin IO, Marín-León L, Monteiro MI, Corrêa Filho HR. Inequalities in health services access and use among formal, informal, and unemployed workers, based on data from the Brazilian National Household Sample Survey, 2008. Cad Saude Publica. 2013;29(7):1392–406. doi:10.​1590/​S0102-311X201300070001​3.CrossRef
8.
go back to reference Alves H, Escorel S. Social exclusion and health inequity: a case study based on a cash distribution program (Bolsa Família) in Brazil. Rev Panam Salud Publica. 2013;34(6):429–36.PubMed Alves H, Escorel S. Social exclusion and health inequity: a case study based on a cash distribution program (Bolsa Família) in Brazil. Rev Panam Salud Publica. 2013;34(6):429–36.PubMed
11.
21.
go back to reference Meireles AL, Xavier CC, Andrade AC, Friche AA, Proietti FA, Caiaffa WT. Self-rated health in urban adults, perceptions of the physical and social environment, and reported comorbidities: The BH Health Study. Cad Saude Publica. 2015;31(1 Suppl):120–35. doi:10.1590/0102-311X00076114.CrossRefPubMed Meireles AL, Xavier CC, Andrade AC, Friche AA, Proietti FA, Caiaffa WT. Self-rated health in urban adults, perceptions of the physical and social environment, and reported comorbidities: The BH Health Study. Cad Saude Publica. 2015;31(1 Suppl):120–35. doi:10.​1590/​0102-311X00076114.CrossRefPubMed
22.
go back to reference Höfelmann DA, Roux AVD, Antunes JL, Peres MA. Association of perceived neighborhood problems and census tract income with poor self-rated health in adults: a multilevel approach. Cad Saude Publica. 2015;31(1 Suppl):79–91. doi:10.1590/0102-311X00210913.CrossRefPubMed Höfelmann DA, Roux AVD, Antunes JL, Peres MA. Association of perceived neighborhood problems and census tract income with poor self-rated health in adults: a multilevel approach. Cad Saude Publica. 2015;31(1 Suppl):79–91. doi:10.​1590/​0102-311X00210913.CrossRefPubMed
23.
30.
go back to reference Instituto Brasileiro de Geografia e Estatística–IBGE. Diretoria de Pesquisas. Coordenação de Trabalho e Rendimento. Pesquisa Nacional de Saúde, 2013. Percepções do estado de saúde, estilos de vida, doenças crônicas. Brasil, Grandes Regiões e Unidades da Federação. Rio de Janeiro: IBGE; 2014. p. 181. ISBN 978-85-240-4334-5. Instituto Brasileiro de Geografia e Estatística–IBGE. Diretoria de Pesquisas. Coordenação de Trabalho e Rendimento. Pesquisa Nacional de Saúde, 2013. Percepções do estado de saúde, estilos de vida, doenças crônicas. Brasil, Grandes Regiões e Unidades da Federação. Rio de Janeiro: IBGE; 2014. p. 181. ISBN 978-85-240-4334-5.
31.
go back to reference Szwarcwald CL, Malta DC, Pereira CA, Vieira ML, Conde WL, Souza Júnior PR, Damacena GN, Azevedo LO, Azevedo e Silva G, Theme Filha MM, Lopes Cde S, Romero DE, Almeida Wda S, Monteiro CA. National Health Survey in Brazil: design and methodology of application. Cien Saude Colet. 2014;19(2):333–42. Portuguese.CrossRefPubMed Szwarcwald CL, Malta DC, Pereira CA, Vieira ML, Conde WL, Souza Júnior PR, Damacena GN, Azevedo LO, Azevedo e Silva G, Theme Filha MM, Lopes Cde S, Romero DE, Almeida Wda S, Monteiro CA. National Health Survey in Brazil: design and methodology of application. Cien Saude Colet. 2014;19(2):333–42. Portuguese.CrossRefPubMed
34.
go back to reference IBGE–Brazilian Institute of Geography and Statistics. Complete mortality table for Brazil–2013. Brief mortality from the periods 2012–2013 and 1980–2013. Research Board. Rio de Janeiro: Population Coordination and Social Indicators; 2014 IBGE–Brazilian Institute of Geography and Statistics. Complete mortality table for Brazil–2013. Brief mortality from the periods 2012–2013 and 1980–2013. Research Board. Rio de Janeiro: Population Coordination and Social Indicators; 2014
40.
go back to reference Muhajarine N, Labonte R, Winquist BD. The Canadian Index of Wellbeing: key findings from the healthy populations domain. Can J Public Health. 2012;103(5):e342–7.PubMed Muhajarine N, Labonte R, Winquist BD. The Canadian Index of Wellbeing: key findings from the healthy populations domain. Can J Public Health. 2012;103(5):e342–7.PubMed
43.
go back to reference Szwarcwald CL, Damacena GN, Souza Júnior PR, Almeida WS, Lima LT, Malta DC, et al. Determinants of self-rated health and the influence of healthy behaviors: results from the National Health Survey, 2013. Rev Bras Epidemiol. 2015;18(2 Suppl):33–44. doi:10.1590/1980-5497201500060004.CrossRefPubMed Szwarcwald CL, Damacena GN, Souza Júnior PR, Almeida WS, Lima LT, Malta DC, et al. Determinants of self-rated health and the influence of healthy behaviors: results from the National Health Survey, 2013. Rev Bras Epidemiol. 2015;18(2 Suppl):33–44. doi:10.​1590/​1980-5497201500060004​.CrossRefPubMed
46.
go back to reference Soares GP, Brum JD, Oliveira GM, Klein CH. Souza e Silva NA. Evolution of socioeconomic indicators and cardiovascular mortality in three Brazilian states. Arq Bras Cardiol. 2013;100(2):147–56. doi:10.5935/abc.20130028.CrossRefPubMed Soares GP, Brum JD, Oliveira GM, Klein CH. Souza e Silva NA. Evolution of socioeconomic indicators and cardiovascular mortality in three Brazilian states. Arq Bras Cardiol. 2013;100(2):147–56. doi:10.​5935/​abc.​20130028.CrossRefPubMed
49.
go back to reference Kim JI, Kim G. Social Structural Influences on Healthy Aging: Community-Level Socioeconomic Conditions and Survival Probability of Becoming a Centenarian for Those Aged 65 to 69 in South Korea. Int J Aging Hum Dev. 2015;81(4):241–59. doi:10.1177/0091415015623550.CrossRefPubMed Kim JI, Kim G. Social Structural Influences on Healthy Aging: Community-Level Socioeconomic Conditions and Survival Probability of Becoming a Centenarian for Those Aged 65 to 69 in South Korea. Int J Aging Hum Dev. 2015;81(4):241–59. doi:10.​1177/​0091415015623550​.CrossRefPubMed
51.
go back to reference Chang M, Molla MT, Truman BI, Athar H, Moonesinghe R, Yoon PW. Differences in healthy life expectancy for the US population by sex, race/ethnicity and geographic region: 2008. J Public Health. 2015;37(3):470–9. doi:10.1093/pubmed/fdu059.CrossRef Chang M, Molla MT, Truman BI, Athar H, Moonesinghe R, Yoon PW. Differences in healthy life expectancy for the US population by sex, race/ethnicity and geographic region: 2008. J Public Health. 2015;37(3):470–9. doi:10.​1093/​pubmed/​fdu059.CrossRef
52.
53.
go back to reference Newton JN, Briggs AD, Murray CJ, Dicker D, Foreman KJ, Wang H, et al. Changes in health in England, with analysis by English regions and areas of deprivation, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet. 2015;386(10010):2257–74. doi:10.1016/S0140-6736(15)00195-6.CrossRefPubMedPubMedCentral Newton JN, Briggs AD, Murray CJ, Dicker D, Foreman KJ, Wang H, et al. Changes in health in England, with analysis by English regions and areas of deprivation, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet. 2015;386(10010):2257–74. doi:10.​1016/​S0140-6736(15)00195-6.CrossRefPubMedPubMedCentral
56.
go back to reference Fouweather T, Gillies C, Wohland P, Oyen HV, Nusselder W, Robine JM, et al. Comparison of socio-economic indicators explaining inequalities in Healthy Life Years at age 50 in Europe: 2005 and 2010. Eur J Public Health. 2015;25(6):978–83. doi:10.1093/eurpub/ckv070.CrossRefPubMed Fouweather T, Gillies C, Wohland P, Oyen HV, Nusselder W, Robine JM, et al. Comparison of socio-economic indicators explaining inequalities in Healthy Life Years at age 50 in Europe: 2005 and 2010. Eur J Public Health. 2015;25(6):978–83. doi:10.​1093/​eurpub/​ckv070.CrossRefPubMed
Metadata
Title
Inequalities in healthy life expectancy by Brazilian geographic regions: findings from the National Health Survey, 2013
Authors
Célia Landmann Szwarcwald
Paulo Roberto Borges de Souza Júnior
Aline Pinto Marques
Wanessa da Silva de Almeida
Dalia Elena Romero Montilla
Publication date
01-12-2016
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2016
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-016-0432-7

Other articles of this Issue 1/2016

International Journal for Equity in Health 1/2016 Go to the issue