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Published in: International Journal for Equity in Health 1/2019

Open Access 01-12-2019 | Research

Measurement and decomposition of income-related inequality in self-rated health among the elderly in China

Authors: Hai Gu, Yun Kou, Hua You, Xinpeng Xu, Nichao Yang, Jing Liu, Xiyan Liu, Jinghong Gu, Xiaolu Li

Published in: International Journal for Equity in Health | Issue 1/2019

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Abstract

Background

Population ageing in China has brought increasing attention to the health inequalities of the elderly. The purpose of this paper is to measure income-related health inequality among the elderly in China and decompose its causes.

Methods

The data are from the China Health and Retirement Longitudinal Study (CHARLS) survey in 2013, which contains 6176 individuals aged 60 years and above. A multiple linear regression model was used to analyze the influencing factors of self-rated health (SRH) among the elder people. Furthermore, the corrected concentration index were used to measure income-related health inequality. Wagstaff-type decomposition analysis was employed to explore the cause of inequality. The measurement and decomposition of health inequality was also performed separately in the male and female subgroups.

Results

Most elderly declared their health status as “fair” (51.33%) or “poor” (21.88%). Income, gender, residence, region, health insurance and other factors had significant association with SRH (P < 0.05). The corrected concentration index (CCI) was 0.06, indicating pro-rich inequality in health among the elderly. Decomposition analyses revealed that the main contributors to health inequality included income, residence, region, health insurance, and employment. For female elderly, most of the inequality was due to residence (50.78%) and income (49.51%); for male elderly, most of the inequality was due to insurance (38.65%) and income (22.26%); for the total sample, employment had a negative contribution to health inequality (− 25.83%).

Conclusion

The findings confirm a high proportion of elderly with poor SRH, and health inequality in the Chinese. Some socioeconomic strategies should be conducted to reduce this health inequality among the elderly, such as reducing income disparities, consolidating health insurance schemes, and narrowing urban-rural and regional gaps. Older females with low incomes in rural areas are a vulnerable subgroup and warrant targeted policy attention.
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Literature
1.
go back to reference Liu H, Byles JE, Xu X, Zhang M, Wu X, Hall JJ. Evaluation of successful aging among older people in China: results from China health and retirement longitudinal study. Geriatr Gerontol Int. 2017;17(8):1183–90.CrossRef Liu H, Byles JE, Xu X, Zhang M, Wu X, Hall JJ. Evaluation of successful aging among older people in China: results from China health and retirement longitudinal study. Geriatr Gerontol Int. 2017;17(8):1183–90.CrossRef
2.
go back to reference Dai B. The old age health security in rural China: where to go? Int J Equity Health. 2015;14(119). Dai B. The old age health security in rural China: where to go? Int J Equity Health. 2015;14(119).
3.
go back to reference Zhao Y, Hu Y, Smith JP, Strauss J, Yang G. Cohort profile. The China health and retirement longitudinal study (CHARLS). Int J Epidemiol. 2012;43:61–8.CrossRef Zhao Y, Hu Y, Smith JP, Strauss J, Yang G. Cohort profile. The China health and retirement longitudinal study (CHARLS). Int J Epidemiol. 2012;43:61–8.CrossRef
4.
go back to reference Wang Y, Wang J, Maitland E, Zhao Y, Nicholas S, Lu M. Growing old before growing rich: inequality in health service utilization among the mid-aged and elderly in Gansu and Zhejiang provinces, China. BMC Health Serv Res. 2012;12:302.CrossRef Wang Y, Wang J, Maitland E, Zhao Y, Nicholas S, Lu M. Growing old before growing rich: inequality in health service utilization among the mid-aged and elderly in Gansu and Zhejiang provinces, China. BMC Health Serv Res. 2012;12:302.CrossRef
5.
go back to reference Liang WN. Health management. Beijing: People's Medical Publishing House; 2003. Liang WN. Health management. Beijing: People's Medical Publishing House; 2003.
6.
go back to reference Jutz R. The role of income inequality and social policies on income-related health inequalities in Europe. Int J Equity Health. 2015;14:117.CrossRef Jutz R. The role of income inequality and social policies on income-related health inequalities in Europe. Int J Equity Health. 2015;14:117.CrossRef
7.
go back to reference Mangalore R, Knapp M, Jenkins R. Income-related inequality in mental health in Britain: the concentration index approach. Psychol Med. 2007;37(7):1037–45.CrossRef Mangalore R, Knapp M, Jenkins R. Income-related inequality in mental health in Britain: the concentration index approach. Psychol Med. 2007;37(7):1037–45.CrossRef
8.
go back to reference Feng Z, Wang W, Jones K, Li Y. An exploratory multilevel analysis of income, income inequality and self-rated health of the elderly in China. Soc Sci Med. 2012;75(12):2481–92.CrossRef Feng Z, Wang W, Jones K, Li Y. An exploratory multilevel analysis of income, income inequality and self-rated health of the elderly in China. Soc Sci Med. 2012;75(12):2481–92.CrossRef
9.
go back to reference Whitehead M. The concepts and principles of equity and health. Int J Health Serv. 1992;22:429–45.CrossRef Whitehead M. The concepts and principles of equity and health. Int J Health Serv. 1992;22:429–45.CrossRef
10.
go back to reference Liu X, Wong H, Liu K. Outcome-based health equity across different social health insurance schemes for the elderly in China. BMC Health Serv Res. 2016;16:9.CrossRef Liu X, Wong H, Liu K. Outcome-based health equity across different social health insurance schemes for the elderly in China. BMC Health Serv Res. 2016;16:9.CrossRef
11.
go back to reference Mosquera PA, San Sebastian M, Waenerlund AK, Ivarsson A, Weinehall L, Gustafsson PE. Income-related inequalities in cardiovascular disease from mid-life to old age in a northern Swedish cohort: a decomposition analysis. SocSci Med. 2016;149:135–44.CrossRef Mosquera PA, San Sebastian M, Waenerlund AK, Ivarsson A, Weinehall L, Gustafsson PE. Income-related inequalities in cardiovascular disease from mid-life to old age in a northern Swedish cohort: a decomposition analysis. SocSci Med. 2016;149:135–44.CrossRef
12.
go back to reference Hu SY, Nan SX. Health differences between urban and rural elderly—analysis based on the National Baseline Data of CHARLS in 2011. Scientific Research on Aging. 2016;4(1):74–80 (In Chinese). Hu SY, Nan SX. Health differences between urban and rural elderly—analysis based on the National Baseline Data of CHARLS in 2011. Scientific Research on Aging. 2016;4(1):74–80 (In Chinese).
13.
go back to reference Wagstaff A, Paci P, van Doorslaer E. On the measurement of inequalities in health. Soc Sci Med. 1991;33(5):545–57.CrossRef Wagstaff A, Paci P, van Doorslaer E. On the measurement of inequalities in health. Soc Sci Med. 1991;33(5):545–57.CrossRef
14.
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 Econ. 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 Econ. 2003;112(1):207–23.CrossRef
15.
go back to reference James PS, John S, Zhao YH. Healthy aging in China. The Journal of the Economicsof Ageing. 2014;4:37–43.CrossRef James PS, John S, Zhao YH. Healthy aging in China. The Journal of the Economicsof Ageing. 2014;4:37–43.CrossRef
17.
go back to reference Erreygers G. Correcting the concentration index. J Health Econ. 2009;8(2):504–15.CrossRef Erreygers G. Correcting the concentration index. J Health Econ. 2009;8(2):504–15.CrossRef
18.
go back to reference Wagstaff A. The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ. 2005;14(4):429–32.CrossRef Wagstaff A. The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality. Health Econ. 2005;14(4):429–32.CrossRef
19.
go back to reference Spiers N, Jagger C, Clarke M, Arthur A. Are gender differences in the relationship between self-rated health and mortality enduring? Results from three birth cohorts in Melton Mowbray, United Kingdom. Gerontologist. 2003;43(3):406–11.CrossRef Spiers N, Jagger C, Clarke M, Arthur A. Are gender differences in the relationship between self-rated health and mortality enduring? Results from three birth cohorts in Melton Mowbray, United Kingdom. Gerontologist. 2003;43(3):406–11.CrossRef
20.
go back to reference Erreygerse G. "Beyond the health Concentration Index: an Atkinson alternative for the measurement of the socioeconomic inequality of health". Paper presented at the conference Advancing Health Equity, Helsinki, WIDER-UNU, 2006. Erreygerse G. "Beyond the health Concentration Index: an Atkinson alternative for the measurement of the socioeconomic inequality of health". Paper presented at the conference Advancing Health Equity, Helsinki, WIDER-UNU, 2006.
22.
go back to reference Blakely TA, Kennedy BP, Glass R, Kawachi I. What is the lag time between income inequality and health status? J Epidemiol Community Health. 2000;54(4):318–9.CrossRef Blakely TA, Kennedy BP, Glass R, Kawachi I. What is the lag time between income inequality and health status? J Epidemiol Community Health. 2000;54(4):318–9.CrossRef
23.
go back to reference Lorgelly PK, Lindley J. What is the relationship between income inequality and health? Evidence from the BHPS. Health Econ. 2008;17(2):249–65.CrossRef Lorgelly PK, Lindley J. What is the relationship between income inequality and health? Evidence from the BHPS. Health Econ. 2008;17(2):249–65.CrossRef
24.
go back to reference Kunna R, San Sebastian M, Stewart Williams J. Measurement and decomposition of socioeconomic inequality in single and multimorbidity in older adults in China and Ghana: results from the WHO study on global AGEing and adult health (SAGE). Int J Equity Health. 2017;16(1):79.CrossRef Kunna R, San Sebastian M, Stewart Williams J. Measurement and decomposition of socioeconomic inequality in single and multimorbidity in older adults in China and Ghana: results from the WHO study on global AGEing and adult health (SAGE). Int J Equity Health. 2017;16(1):79.CrossRef
25.
go back to reference Dong XQ, Simon MA. Health and aging in a Chinese population: urban and rural disparities. Geriatr Gerontol Int. 2010;10(1):85–93.CrossRef Dong XQ, Simon MA. Health and aging in a Chinese population: urban and rural disparities. Geriatr Gerontol Int. 2010;10(1):85–93.CrossRef
26.
go back to reference Xu J, Zhang J, Feng L, Qiu J. Self-rated health of population in southern China: association with socio-demographic characteristics measured with multiple-item self-rated health measurement scale. BMC Public Health. 2010;10:393.CrossRef Xu J, Zhang J, Feng L, Qiu J. Self-rated health of population in southern China: association with socio-demographic characteristics measured with multiple-item self-rated health measurement scale. BMC Public Health. 2010;10:393.CrossRef
27.
go back to reference Shi L. Health care in China: a rural-urban comparison after the socioeconomic reforms. Bull World Health Organ. 1993;71(6):723–36.PubMedPubMedCentral Shi L. Health care in China: a rural-urban comparison after the socioeconomic reforms. Bull World Health Organ. 1993;71(6):723–36.PubMedPubMedCentral
28.
go back to reference Chen H, Liu Y, Zhu Z, Li Z. Does where you live matter to your health? Investigating factors that influence the self-rated health of urban and rural Chinese residents: evidence drawn from Chinese general social survey data. Health Qual Life Outcomes. 2017;15(1):78.CrossRef Chen H, Liu Y, Zhu Z, Li Z. Does where you live matter to your health? Investigating factors that influence the self-rated health of urban and rural Chinese residents: evidence drawn from Chinese general social survey data. Health Qual Life Outcomes. 2017;15(1):78.CrossRef
29.
go back to reference Mu R. Regional disparities in self-reported health: evidence from Chinese older adults. Health Econ. 2014;23(5):529–49.CrossRef Mu R. Regional disparities in self-reported health: evidence from Chinese older adults. Health Econ. 2014;23(5):529–49.CrossRef
30.
go back to reference He G, Xie JF, Zhou JD, Zhong ZQ, Qin CX, Ding SQ. Depression in left-behind elderly in rural China: prevalence and associated factors. Geriatr Gerontol Int. 2016;16(5):638–43.CrossRef He G, Xie JF, Zhou JD, Zhong ZQ, Qin CX, Ding SQ. Depression in left-behind elderly in rural China: prevalence and associated factors. Geriatr Gerontol Int. 2016;16(5):638–43.CrossRef
31.
go back to reference Wang L, Dong W, Ou Y, Chen S, Chen J, Jiang Q. Regional differences and determinants of self-rated health in a lower middle income rural Society of China. Int J Equity Health. 2018;17(1):162.CrossRef Wang L, Dong W, Ou Y, Chen S, Chen J, Jiang Q. Regional differences and determinants of self-rated health in a lower middle income rural Society of China. Int J Equity Health. 2018;17(1):162.CrossRef
32.
go back to reference Gao J, Raven JH, Tang S. Hospitalization among the elderly in urban China. Health Policy. 2007;84:210–9.CrossRef Gao J, Raven JH, Tang S. Hospitalization among the elderly in urban China. Health Policy. 2007;84:210–9.CrossRef
33.
go back to reference Vancea M, Utzet M. How unemployment and precarious employment affect the health of young people: a scoping study on social determinants. Scand J Public Health. 2017;45:73–84.CrossRef Vancea M, Utzet M. How unemployment and precarious employment affect the health of young people: a scoping study on social determinants. Scand J Public Health. 2017;45:73–84.CrossRef
34.
go back to reference Kim BJ, Jun H, Lee J, Linton K, Kim M, Browne C. Subjective well-being in older Chinese and Korean immigrants in the United States: effects of self-rated health and employment status. Soc Work Public Health. 2017;32(8):510–20.CrossRef Kim BJ, Jun H, Lee J, Linton K, Kim M, Browne C. Subjective well-being in older Chinese and Korean immigrants in the United States: effects of self-rated health and employment status. Soc Work Public Health. 2017;32(8):510–20.CrossRef
35.
go back to reference Yu S. On the marginalization problem of the Chinese rural elderly women and its countermeasures. Journal of Northwest A&F University (Social Science Edition). 2010;10(1):17–21 (In Chinese). Yu S. On the marginalization problem of the Chinese rural elderly women and its countermeasures. Journal of Northwest A&F University (Social Science Edition). 2010;10(1):17–21 (In Chinese).
36.
go back to reference Morduch J, Sicular T. Rethinking inequality decomposition. with evidence from rural China Economic Journal. 2010;112(476):93–106. Morduch J, Sicular T. Rethinking inequality decomposition. with evidence from rural China Economic Journal. 2010;112(476):93–106.
37.
go back to reference Paxson CC. Sex differences in morbidity and mortality. Demography. 2005;42(2):189–214.CrossRef Paxson CC. Sex differences in morbidity and mortality. Demography. 2005;42(2):189–214.CrossRef
Metadata
Title
Measurement and decomposition of income-related inequality in self-rated health among the elderly in China
Authors
Hai Gu
Yun Kou
Hua You
Xinpeng Xu
Nichao Yang
Jing Liu
Xiyan Liu
Jinghong Gu
Xiaolu Li
Publication date
01-12-2019
Publisher
BioMed Central
Published in
International Journal for Equity in Health / Issue 1/2019
Electronic ISSN: 1475-9276
DOI
https://doi.org/10.1186/s12939-019-0909-2

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