Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2020

Open Access 01-12-2020 | Research

Income-related inequality in quality-adjusted life expectancy in Korea at the national and district levels

Authors: Dohee Lim, Jinwook Bahk, Minsu Ock, Ikhan Kim, Hee-Yeon Kang, Yeon-Yong Kim, Jong Heon Park, Young-Ho Khang

Published in: Health and Quality of Life Outcomes | Issue 1/2020

Login to get access

Abstract

Background

The aim of this study was to measure differences in quality-adjusted life expectancy (QALE) by income in Korea at the national and district levels.

Methods

Mortality rates and EuroQol-5D (EQ-5D) scores were obtained from the National Health Information Database of the National Health Insurance Service and the Korea Community Health Survey, respectively. QALE and differences in QALE among income quintiles were calculated using combined 2008–2014 data for 245 districts in Korea. Correlation analyses were conducted to investigate the associations of neighborhood characteristics with QALE and income gaps therein.

Results

QALE showed a graded pattern of inequality according to income, and increased over time for all levels of income and in both sexes, except for low-income quintiles among women, resulting in a widened inequality in QALE among women. In all 245 districts, pro-rich inequalities in QALE were found in both men and women. Districts with higher QALE and smaller income gaps in QALE were concentrated in metropolitan areas, while districts with lower QALE and larger income gaps in QALE were found in rural areas. QALE and differences in QALE by income showed relatively close correlations with socioeconomic characteristics, but relatively weak correlations with health behaviors, except for smoking and indicators related to medical resources.

Conclusions

This study provides evidence of income-based inequalities in health measured by QALE in all subnational areas in Korea. Furthermore, QALE and differences in QALE by income were closely associated with neighborhood-level socioeconomic characteristics.
Appendix
Available only for authorised users
Literature
1.
2.
go back to reference Permanyer I, Spijker J, Blanes A, Renteria E. Longevity and lifespan variation by educational attainment in Spain: 1960-2015. Demography. 2018;55:2045–70.CrossRefPubMed Permanyer I, Spijker J, Blanes A, Renteria E. Longevity and lifespan variation by educational attainment in Spain: 1960-2015. Demography. 2018;55:2045–70.CrossRefPubMed
3.
go back to reference Murtin F, Mackenbach J, Jasilionis D, d’Ercole MM. Inequalities in longevity by education in OECD countries: Insights from new OECD estimates. Paris, OECD Publishing; 2017/02. p. 82. Murtin F, Mackenbach J, Jasilionis D, d’Ercole MM. Inequalities in longevity by education in OECD countries: Insights from new OECD estimates. Paris, OECD Publishing; 2017/02. p. 82.
4.
go back to reference Wood R, Sutton M, Clark D, McKeon A, Bain M. Measuring inequalities in health: the case for healthy life expectancy. J Epidemiol Community Health. 2006;60:1089–92.CrossRefPubMedPubMedCentral Wood R, Sutton M, Clark D, McKeon A, Bain M. Measuring inequalities in health: the case for healthy life expectancy. J Epidemiol Community Health. 2006;60:1089–92.CrossRefPubMedPubMedCentral
5.
go back to reference Ricketts TC. Geography and health disparity. Washington, DC: Woodrow Wilson Center Conference Proceedings; 2007. Ricketts TC. Geography and health disparity. Washington, DC: Woodrow Wilson Center Conference Proceedings; 2007.
6.
go back to reference Ricketts TC. SHEPS cg. Geography and disparity in health. Washington DC: National Academy Press; 2002. Ricketts TC. SHEPS cg. Geography and disparity in health. Washington DC: National Academy Press; 2002.
7.
go back to reference Seong SC, Kim YY, Khang YH, et al. Data resource profile: the National Health Information Database of the National Health Insurance Service in South Korea. Int J Epidemiol. 2017;46:799–800. Seong SC, Kim YY, Khang YH, et al. Data resource profile: the National Health Information Database of the National Health Insurance Service in South Korea. Int J Epidemiol. 2017;46:799–800.
9.
go back to reference Bahk J, Kim YY, Kang HY, et al. Using the national health information database of the national health insurance service in Korea for monitoring mortality and life expectancy at national and local levels. J Korean Med Sci. 2017;32:1764–70.CrossRefPubMedPubMedCentral Bahk J, Kim YY, Kang HY, et al. Using the national health information database of the national health insurance service in Korea for monitoring mortality and life expectancy at national and local levels. J Korean Med Sci. 2017;32:1764–70.CrossRefPubMedPubMedCentral
10.
go back to reference Kim KJ, Heo M, Chun IA, et al. The relationship between stroke and quality of life in Korean adults: based on the 2010 Korean community health survey. J Phys Ther Sci. 2015;27:309–12.CrossRefPubMedPubMedCentral Kim KJ, Heo M, Chun IA, et al. The relationship between stroke and quality of life in Korean adults: based on the 2010 Korean community health survey. J Phys Ther Sci. 2015;27:309–12.CrossRefPubMedPubMedCentral
11.
go back to reference Bennett JE, Li G, Foreman K, et al. The future of life expectancy and life expectancy inequalities in England and Wales: Bayesian spatiotemporal forecasting. Lancet. 2015;386:163–70.CrossRefPubMedPubMedCentral Bennett JE, Li G, Foreman K, et al. The future of life expectancy and life expectancy inequalities in England and Wales: Bayesian spatiotemporal forecasting. Lancet. 2015;386:163–70.CrossRefPubMedPubMedCentral
12.
go back to reference Dwyer-Lindgren L, Bertozzi-Villa A, Stubbs RW, et al. Inequalities in life expectancy among US counties, 1980 to 2014: temporal trends and key drivers. JAMA Intern Med. 2017;177:1003–11.CrossRefPubMedPubMedCentral Dwyer-Lindgren L, Bertozzi-Villa A, Stubbs RW, et al. Inequalities in life expectancy among US counties, 1980 to 2014: temporal trends and key drivers. JAMA Intern Med. 2017;177:1003–11.CrossRefPubMedPubMedCentral
13.
go back to reference Ezzati M, Friedman AB, Kulkarni SC, Murray CJ. The reversal of fortunes: trends in county mortality and cross-county mortality disparities in the United States. PLoS Med. 2008;5:e66.CrossRefPubMedPubMedCentral Ezzati M, Friedman AB, Kulkarni SC, Murray CJ. The reversal of fortunes: trends in county mortality and cross-county mortality disparities in the United States. PLoS Med. 2008;5:e66.CrossRefPubMedPubMedCentral
14.
go back to reference Dwyer-Lindgren L, Stubbs RW, Bertozzi-Villa A, et al. Variation in life expectancy and mortality by cause among neighbourhoods in King County, WA, USA, 1990-2014: a census tract-level analysis for the global burden of disease study 2015. Lancet Public Health. 2017;2:e400–10.CrossRefPubMed Dwyer-Lindgren L, Stubbs RW, Bertozzi-Villa A, et al. Variation in life expectancy and mortality by cause among neighbourhoods in King County, WA, USA, 1990-2014: a census tract-level analysis for the global burden of disease study 2015. Lancet Public Health. 2017;2:e400–10.CrossRefPubMed
15.
go back to reference Hay SI, Abajobir AA, Abate KH, et al. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the global burden of disease study 2016. Lancet. 2017;390:1260–344.CrossRef Hay SI, Abajobir AA, Abate KH, et al. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990–2016: a systematic analysis for the global burden of disease study 2016. Lancet. 2017;390:1260–344.CrossRef
16.
17.
go back to reference Lee YK, Nam HS, Chuang LH, et al. South Korean time trade-off values for EQ-5D health states: modeling with observed values for 101 health states. Value Health. 2009;12:1187–93.CrossRefPubMed Lee YK, Nam HS, Chuang LH, et al. South Korean time trade-off values for EQ-5D health states: modeling with observed values for 101 health states. Value Health. 2009;12:1187–93.CrossRefPubMed
18.
go back to reference Davids BO, Hutchins SS, Jones CP, Hood JR. Disparities in life expectancy across US counties linked to county social factors, 2009 community health status indicators (CHSI). J Racial Ethn Health Disparities. 2014;1:2–11.CrossRef Davids BO, Hutchins SS, Jones CP, Hood JR. Disparities in life expectancy across US counties linked to county social factors, 2009 community health status indicators (CHSI). J Racial Ethn Health Disparities. 2014;1:2–11.CrossRef
19.
go back to reference McIntosh C, Fines P, Wilkins R, Wolfson M. Income disparities in health-adjusted life expectancy for Canadian adults, 1991 to 2001. Health Rep. 2009;20:55–64.PubMed McIntosh C, Fines P, Wilkins R, Wolfson M. Income disparities in health-adjusted life expectancy for Canadian adults, 1991 to 2001. Health Rep. 2009;20:55–64.PubMed
20.
go back to reference Jo MW, Seo W, Lim SY, Ock M. The trends in health life expectancy in Korea according to age, gender, education level, and subregion: using quality-adjusted life expectancy method. J Korean Med Sci. 2018;33:e301.CrossRef Jo MW, Seo W, Lim SY, Ock M. The trends in health life expectancy in Korea according to age, gender, education level, and subregion: using quality-adjusted life expectancy method. J Korean Med Sci. 2018;33:e301.CrossRef
21.
go back to reference Kontis V, Bennett JE, Mathers CD, Li G, Foreman K, Ezzati M. Future life expectancy in 35 industrialised countries: projections with a Bayesian model ensemble. Lancet. 2017;389:1323–35.CrossRefPubMedPubMedCentral Kontis V, Bennett JE, Mathers CD, Li G, Foreman K, Ezzati M. Future life expectancy in 35 industrialised countries: projections with a Bayesian model ensemble. Lancet. 2017;389:1323–35.CrossRefPubMedPubMedCentral
22.
go back to reference Kawachi I, Subramanian SV. Income Inequality. In: Berkman LF, Kawachi I, Glymour M, editors. Social epidemiology. 2nd ed. New York: Oxford University Press; 2014. Kawachi I, Subramanian SV. Income Inequality. In: Berkman LF, Kawachi I, Glymour M, editors. Social epidemiology. 2nd ed. New York: Oxford University Press; 2014.
Metadata
Title
Income-related inequality in quality-adjusted life expectancy in Korea at the national and district levels
Authors
Dohee Lim
Jinwook Bahk
Minsu Ock
Ikhan Kim
Hee-Yeon Kang
Yeon-Yong Kim
Jong Heon Park
Young-Ho Khang
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2020
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-020-01302-6

Other articles of this Issue 1/2020

Health and Quality of Life Outcomes 1/2020 Go to the issue