Skip to main content
Top
Published in: BMC Public Health 1/2016

Open Access 01-12-2016 | Research article

Decomposing socioeconomic inequalities in depressive symptoms among the elderly in China

Authors: Yongjian Xu, Jinjuan Yang, Jianmin Gao, Zhongliang Zhou, Tao Zhang, Jianping Ren, Yanli Li, Yuyan Qian, Sha Lai, Gang Chen

Published in: BMC Public Health | Issue 1/2016

Login to get access

Abstract

Background

Accelerated population ageing brings about unprecedented challenges to the health system in China. This study aimed to measure the prevalence and the income-related inequality of depressive symptoms, and also identify the determinants of depressive symptom inequality among the elderly in China.

Methods

Data were drawn from the second wave of the China Health and Retirement Longitudinal Study (CHARLS). Depressive symptoms were assessed with a 10-item Center for Epidemiologic Studies–Depression Scale (CES-D), which was preselected in CHARLS. The concentration index was used to measure the magnitude of income-related inequality in depressive symptoms. A decomposition analysis, based on the logit model, was employed to quantify the contribution of each determinant to total inequality.

Results

More than 32.55% of the elderly in China had depressive symptoms. Women had a higher prevalence of depressive symptoms than men. The overall concentration index of depressive symptoms was -0.0645 among the elderly, indicating that depressive symptoms are more concentrated among the elderly who lived in economically disadvantaged situations, favoring the rich. Income was found to have the largest percentage of contribution to overall inequality, followed by residents’ location and educational attainment.

Conclusion

The prevalence of depressive symptoms in the elderly was considerably high in China. There was also a pro-rich inequality in depressive symptoms amongst elderly Chinese. It is suggested that some form of policy and intervention strategies, such as establishing the urban-rural integrated medical insurance scheme, enhancing the medical assistance system, and promoting health education programs, is required to alleviate inequitable distribution of depressive symptoms.
Appendix
Available only for authorised users
Literature
4.
6.
go back to reference Lei X, Sun X, Strauss J, Zhang P, Zhao Y. Depressive symptoms and SES among the mid-aged and elderly in China: Evidence from the China Health and Retirement Longitudinal Study national baseline. Soc Sci Med. 2014;120:224–32.CrossRefPubMedPubMedCentral Lei X, Sun X, Strauss J, Zhang P, Zhao Y. Depressive symptoms and SES among the mid-aged and elderly in China: Evidence from the China Health and Retirement Longitudinal Study national baseline. Soc Sci Med. 2014;120:224–32.CrossRefPubMedPubMedCentral
7.
go back to reference Fiscella K, Franks P. Individual income, income inequality, health, and mortality: what are the relationships? Health Serv Res. 2000;35(1 Pt 2):307–18.PubMedPubMedCentral Fiscella K, Franks P. Individual income, income inequality, health, and mortality: what are the relationships? Health Serv Res. 2000;35(1 Pt 2):307–18.PubMedPubMedCentral
8.
go back to reference Lorant V, Deliege D, Eaton W, Robert A, Philippot P, Ansseau M. Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol. 2003;157(2):98–112.CrossRefPubMed Lorant V, Deliege D, Eaton W, Robert A, Philippot P, Ansseau M. Socioeconomic inequalities in depression: a meta-analysis. Am J Epidemiol. 2003;157(2):98–112.CrossRefPubMed
9.
go back to reference Kawachi I, Kennedy BP. Income inequality and health: pathways and mechanisms. Health Serv Res. 1999;34(1 Pt 2):215–27.PubMedPubMedCentral Kawachi I, Kennedy BP. Income inequality and health: pathways and mechanisms. Health Serv Res. 1999;34(1 Pt 2):215–27.PubMedPubMedCentral
10.
go back to reference Subramanian SV, Blakely T, Kawachi I. 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;38(1):153–67.CrossRefPubMedPubMedCentral Subramanian SV, Blakely T, Kawachi I. 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;38(1):153–67.CrossRefPubMedPubMedCentral
11.
go back to reference Goli S, Singh L, Jain K, Pou LMA. Socioeconomic determinants of health inequalities among the older population in India: a decomposition analysis. J Cross Cult Gerontol. 2014;29(4):353–69.CrossRefPubMed Goli S, Singh L, Jain K, Pou LMA. Socioeconomic determinants of health inequalities among the older population in India: a decomposition analysis. J Cross Cult Gerontol. 2014;29(4):353–69.CrossRefPubMed
12.
go back to reference Zhou Z, Gao J, Fox A, Rao K, Xu K, Xu L, Zhang Y. Measuring the equity of inpatient utilization in Chinese rural areas. BMC Health Serv Res. 2011;11(1):201.CrossRefPubMedPubMedCentral Zhou Z, Gao J, Fox A, Rao K, Xu K, Xu L, Zhang Y. Measuring the equity of inpatient utilization in Chinese rural areas. BMC Health Serv Res. 2011;11(1):201.CrossRefPubMedPubMedCentral
13.
go back to reference Wang Z, Li X, Chen M. Catastrophic health expenditures and its inequality in elderly households with chronic disease patients in China. Int J Equity Health. 2015;14(1):1–11.CrossRef Wang Z, Li X, Chen M. Catastrophic health expenditures and its inequality in elderly households with chronic disease patients in China. Int J Equity Health. 2015;14(1):1–11.CrossRef
14.
go back to reference Liu X, Gao W, Yan H. Measuring and decomposing the inequality of maternal health services utilization in Western Rural China. BMC Health Serv Res. 2014;14(1):102.CrossRefPubMedPubMedCentral Liu X, Gao W, Yan H. Measuring and decomposing the inequality of maternal health services utilization in Western Rural China. BMC Health Serv Res. 2014;14(1):102.CrossRefPubMedPubMedCentral
15.
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(1):61–68. 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(1):61–68.
16.
go back to reference Huang Q, Wang X, Chen G. Reliability and Validity of 10-item CES-D among Middle Aged and Older Adults in China. Chin J Health Psychol. 2015;07:1036–41. Huang Q, Wang X, Chen G. Reliability and Validity of 10-item CES-D among Middle Aged and Older Adults in China. Chin J Health Psychol. 2015;07:1036–41.
17.
go back to reference Jie R, Aixia M, Guoen L. The factorial structure of the Center for Epidemiological Studies Depression Scale in a sample of Chinese depressive patients. Modern Business Trade Industry. 2014;10:77–9. Jie R, Aixia M, Guoen L. The factorial structure of the Center for Epidemiological Studies Depression Scale in a sample of Chinese depressive patients. Modern Business Trade Industry. 2014;10:77–9.
18.
go back to reference Andresen EM, Malmgren JA, Carter WB, Patrick DL. Screening for depression in well older adults: evaluation of a short form of the CES-D (Center for Epidemiologic Studies Depression Scale). Am J Prev Med. 1994;10(2):77–84.PubMed Andresen EM, Malmgren JA, Carter WB, Patrick DL. Screening for depression in well older adults: evaluation of a short form of the CES-D (Center for Epidemiologic Studies Depression Scale). Am J Prev Med. 1994;10(2):77–84.PubMed
19.
go back to reference Ng C, Tan W, Gunapal P, Wong L, Heng B. Association of Socioeconomic Status (SES) and Social Support with Depressive Symptoms among the Elderly in Singapore. Ann Acad Med. 2014;43(12):576–87. Ng C, Tan W, Gunapal P, Wong L, Heng B. Association of Socioeconomic Status (SES) and Social Support with Depressive Symptoms among the Elderly in Singapore. Ann Acad Med. 2014;43(12):576–87.
20.
go back to reference Raji M, Reyesortiz C, Kuo Y, Markides K, Ottenbacher K. Depressive Symptoms and Cognitive Change in Older Mexican Americans. J Geriatr Psychiatry Neurol. 2007;20(3):145–52.CrossRefPubMed Raji M, Reyesortiz C, Kuo Y, Markides K, Ottenbacher K. Depressive Symptoms and Cognitive Change in Older Mexican Americans. J Geriatr Psychiatry Neurol. 2007;20(3):145–52.CrossRefPubMed
21.
go back to reference Zhang B, Li J. Gender and marital status differences in depressive symptoms among elderly adults: The roles of family support and friend support. Aging Ment Health. 2011;15(7):844–54.CrossRefPubMed Zhang B, Li J. Gender and marital status differences in depressive symptoms among elderly adults: The roles of family support and friend support. Aging Ment Health. 2011;15(7):844–54.CrossRefPubMed
22.
go back to reference Zhang L, Wang H. Dynamic process of adverse selection: evidence from a subsidized community-based health insurance in rural China. Soc Sci Med. 2008;67(7):1173–82.CrossRefPubMed Zhang L, Wang H. Dynamic process of adverse selection: evidence from a subsidized community-based health insurance in rural China. Soc Sci Med. 2008;67(7):1173–82.CrossRefPubMed
23.
go back to reference Doorslaer EV, Koolman X, Jones AM. Explaining income-related inequalities in doctor utilisation in Europe. Health Econ. 2004;13(7):629–47.CrossRefPubMed Doorslaer EV, Koolman X, Jones AM. Explaining income-related inequalities in doctor utilisation in Europe. Health Econ. 2004;13(7):629–47.CrossRefPubMed
24.
go back to reference Xu Y, Gao J, Zhou Z, Xue Q, Yang J, Luo H, Li Y, Lai S, Chen G. Measurement and explanation of socioeconomic inequality in catastrophic health care expenditure: evidence from the rural areas of Shaanxi Province. BMC Health Serv Res. 2015;15:256.CrossRefPubMedPubMedCentral Xu Y, Gao J, Zhou Z, Xue Q, Yang J, Luo H, Li Y, Lai S, Chen G. Measurement and explanation of socioeconomic inequality in catastrophic health care expenditure: evidence from the rural areas of Shaanxi Province. BMC Health Serv Res. 2015;15:256.CrossRefPubMedPubMedCentral
25.
go back to reference O’Donnell O, Van Doorslaer E, Wagstaff A, Lindelow M. Analyzing health equity using household survey data. Washington: The World Bank; 2008. O’Donnell O, Van Doorslaer E, Wagstaff A, Lindelow M. Analyzing health equity using household survey data. Washington: The World Bank; 2008.
26.
go back to reference Chen R, Copeland J, Wei L. A meta-analysis of epidemiological studies in depression of older people in the People’s Republic of China. Int J Geriatr Psych. 1999;14(10):821–30.CrossRef Chen R, Copeland J, Wei L. A meta-analysis of epidemiological studies in depression of older people in the People’s Republic of China. Int J Geriatr Psych. 1999;14(10):821–30.CrossRef
28.
go back to reference Chang K, Weng L. Screening for depressive symptoms among older adults in Taiwan: Cutoff of a short form of the Center for Epidemiologic Studies Depression Scale. Health. 2013;5(3):588–94.CrossRef Chang K, Weng L. Screening for depressive symptoms among older adults in Taiwan: Cutoff of a short form of the Center for Epidemiologic Studies Depression Scale. Health. 2013;5(3):588–94.CrossRef
29.
go back to reference Ostbye RMAC. Prevalence and correlates of clinically significant depressive symptoms among elderly people in Sri Lanka: findings from a national survey. Int Psychogeriatr. 2010;22(2):227–36.CrossRefPubMed Ostbye RMAC. Prevalence and correlates of clinically significant depressive symptoms among elderly people in Sri Lanka: findings from a national survey. Int Psychogeriatr. 2010;22(2):227–36.CrossRefPubMed
30.
go back to reference Lee SH, Kim YB. Which type of social activities decrease depression in the elderly? An analysis of a population-based study in South Korea. Iran J Public Health. 2014;43(7):903–12.PubMedPubMedCentral Lee SH, Kim YB. Which type of social activities decrease depression in the elderly? An analysis of a population-based study in South Korea. Iran J Public Health. 2014;43(7):903–12.PubMedPubMedCentral
31.
go back to reference Kessler RC, McGonagle KA, Swartz M, Blazer DG, Nelson CB. Sex and depression in the National Comorbidity Survey. I: Lifetime prevalence, chronicity and recurrence. J Affect Disord. 1993;29(2-3):85–96.CrossRefPubMed Kessler RC, McGonagle KA, Swartz M, Blazer DG, Nelson CB. Sex and depression in the National Comorbidity Survey. I: Lifetime prevalence, chronicity and recurrence. J Affect Disord. 1993;29(2-3):85–96.CrossRefPubMed
32.
go back to reference Nolen-Hoeksema S, Larson J, Grayson C. Explaining the gender difference in depressive symptoms. J Pers Soc Psychol. 1999;77(5):1061–72.CrossRefPubMed Nolen-Hoeksema S, Larson J, Grayson C. Explaining the gender difference in depressive symptoms. J Pers Soc Psychol. 1999;77(5):1061–72.CrossRefPubMed
33.
go back to reference Piccinelli M, Wilkinson G. Gender differences in depression Critical review. Br J Psychiatry. 2000;177(6):486–92.CrossRefPubMed Piccinelli M, Wilkinson G. Gender differences in depression Critical review. Br J Psychiatry. 2000;177(6):486–92.CrossRefPubMed
34.
go back to reference Blazer D, Burchett B, Service C, George LK. The association of age and depression among the elderly - an epidemiologic exploration. J Gerontol. 1991;46(6):M210–5.CrossRefPubMed Blazer D, Burchett B, Service C, George LK. The association of age and depression among the elderly - an epidemiologic exploration. J Gerontol. 1991;46(6):M210–5.CrossRefPubMed
35.
go back to reference Xie E. Income-related inequality in health and health utilization. Econ Res J. 2009;2:92–105. Xie E. Income-related inequality in health and health utilization. Econ Res J. 2009;2:92–105.
36.
go back to reference Hong J, Knapp M, McGuire A. Income-related inequalities in the prevalence of depression and suicidal behaviour: a 10-year trend following economic crisis. World Psychiatry. 2011;10(1):40–4.CrossRefPubMedPubMedCentral Hong J, Knapp M, McGuire A. Income-related inequalities in the prevalence of depression and suicidal behaviour: a 10-year trend following economic crisis. World Psychiatry. 2011;10(1):40–4.CrossRefPubMedPubMedCentral
37.
go back to reference Costa-Font J, Gil J. Would socio-economic inequalities in depression fade away with income transfers? J Happiness Stud. 2008;9(4):539–58.CrossRef Costa-Font J, Gil J. Would socio-economic inequalities in depression fade away with income transfers? J Happiness Stud. 2008;9(4):539–58.CrossRef
Metadata
Title
Decomposing socioeconomic inequalities in depressive symptoms among the elderly in China
Authors
Yongjian Xu
Jinjuan Yang
Jianmin Gao
Zhongliang Zhou
Tao Zhang
Jianping Ren
Yanli Li
Yuyan Qian
Sha Lai
Gang Chen
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2016
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-016-3876-1

Other articles of this Issue 1/2016

BMC Public Health 1/2016 Go to the issue