Skip to main content
Top
Published in: BMC Psychiatry 1/2020

Open Access 01-12-2020 | Mood Disorders | Research article

Gender differential impact of bereavement on health outcomes: evidence from the China Health and Retirement Longitudinal Study, 2011–2015

Authors: Zhuo Chen, Jiahui Ying, Justin Ingles, Donglan Zhang, Janani Rajbhandari-Thapa, Ruoxi Wang, Kerstin Gerst Emerson, Zhanchun Feng

Published in: BMC Psychiatry | Issue 1/2020

Login to get access

Abstract

Background

Bereavement is the experience of an individual following the death of a person of significance to the individual, most often referring to the spouse. Increased morbidity, health care utilization, and mortality are known to be associated with bereavement. Given China’s growing population of older adults, there is a critical need to assess the health consequences of bereavement.

Method

We use data from the China Health and Retirement Longitudinal Study to examine the impact of bereavement on mental health and quality of life among a sample of mid- and older-aged adults. We use propensity score matching to construct a matching sample and difference-in-differences method to estimate the impact of bereavement on mental health and self-assessed health.

Results

We find bereavement is associated with increased depression symptoms among women (1.542 point or 0.229 standard deviations of Center for Epidemiologic Studies Depression (CES-D) 10 score) but not consistently for men over time. No statistically significant effect of bereavement on self-assessed health is found.

Conclusions

Our results show a harmful impact of bereavement on mental health among older women in China and point to the need for a comprehensive policy on survivor benefits in China, particularly for rural older women.
Literature
1.
2.
go back to reference Prigerson HG, Horowitz MJ, Jacobs SC, Parkes CM, Aslan M, Goodkin K, et al. Prolonged grief disorder: psychometric validation of criteria proposed for DSM-V and ICD-11. PLoS Med. 2009;6(8):e1000121.PubMedPubMedCentralCrossRef Prigerson HG, Horowitz MJ, Jacobs SC, Parkes CM, Aslan M, Goodkin K, et al. Prolonged grief disorder: psychometric validation of criteria proposed for DSM-V and ICD-11. PLoS Med. 2009;6(8):e1000121.PubMedPubMedCentralCrossRef
3.
go back to reference National Bureau of Statistics of China. 2010 People’s Republic of China Census. 2011. National Bureau of Statistics of China. 2010 People’s Republic of China Census. 2011.
4.
5.
go back to reference Martikainen P, Valkonen T. Mortality after the death of a spouse: rates and causes of death in a large Finnish cohort. Am J Public Health. 1996;86(8):1087–93.PubMedPubMedCentralCrossRef Martikainen P, Valkonen T. Mortality after the death of a spouse: rates and causes of death in a large Finnish cohort. Am J Public Health. 1996;86(8):1087–93.PubMedPubMedCentralCrossRef
7.
8.
go back to reference Berkman LF, Syme SL. Social networks, host resistance, and mortality: a nine-year follow-up study of Alameda County residents. Am J Epidemiol. 1979;109(2):186–204.PubMedCrossRef Berkman LF, Syme SL. Social networks, host resistance, and mortality: a nine-year follow-up study of Alameda County residents. Am J Epidemiol. 1979;109(2):186–204.PubMedCrossRef
9.
go back to reference Buckley T, McKinley S, Tofler G, Bartrop R. Cardiovascular risk in early bereavement: a literature review and proposed mechanisms. Int J Nurs Stud. 2010;47(2):229–38.PubMedCrossRef Buckley T, McKinley S, Tofler G, Bartrop R. Cardiovascular risk in early bereavement: a literature review and proposed mechanisms. Int J Nurs Stud. 2010;47(2):229–38.PubMedCrossRef
10.
go back to reference Bartrop RW, Luckhurst E, Lazarus L, Kiloh LG, Penny R. Depressed lymphocyte function after bereavement. Lancet. 1977;1(8016):834–6.PubMedCrossRef Bartrop RW, Luckhurst E, Lazarus L, Kiloh LG, Penny R. Depressed lymphocyte function after bereavement. Lancet. 1977;1(8016):834–6.PubMedCrossRef
11.
12.
go back to reference Pilling J, Thege BK, Demetrovics Z, Kopp MS. Alcohol use in the first three years of bereavement: a national representative survey. Subst Abuse Treat Prev Policy. 2012;7:3.PubMedPubMedCentralCrossRef Pilling J, Thege BK, Demetrovics Z, Kopp MS. Alcohol use in the first three years of bereavement: a national representative survey. Subst Abuse Treat Prev Policy. 2012;7:3.PubMedPubMedCentralCrossRef
13.
go back to reference Ghesquiere AR, Patel SR, Kaplan DB, Bruce ML. Primary care providers’ bereavement care practices: recommendations for research directions. Int J Geriatr Psychiatry. 2014;29(12):1221–9.PubMedPubMedCentralCrossRef Ghesquiere AR, Patel SR, Kaplan DB, Bruce ML. Primary care providers’ bereavement care practices: recommendations for research directions. Int J Geriatr Psychiatry. 2014;29(12):1221–9.PubMedPubMedCentralCrossRef
14.
go back to reference King M, Vasanthan M, Petersen I, Jones L, Marston L, Nazareth I. Mortality and Medical Care after Bereavement: A General Practice Cohort Study. PLoS One. 2013;8(1):e52561.PubMedPubMedCentralCrossRef King M, Vasanthan M, Petersen I, Jones L, Marston L, Nazareth I. Mortality and Medical Care after Bereavement: A General Practice Cohort Study. PLoS One. 2013;8(1):e52561.PubMedPubMedCentralCrossRef
15.
go back to reference Lu P, Shelley M, Chen Y, Dong X. Kinship Bereavement and Psychological Well-Being of U.S. Chinese Older Women and Men. J Women Aging. 2020;7:1–11.CrossRef Lu P, Shelley M, Chen Y, Dong X. Kinship Bereavement and Psychological Well-Being of U.S. Chinese Older Women and Men. J Women Aging. 2020;7:1–11.CrossRef
16.
go back to reference Li L, Liang J, Toler A, Gu S. Widowhood and depressive symptoms among older Chinese: do gender and source of support make a difference? Soc Sci & Med. 2005;60(3):637–47.CrossRef Li L, Liang J, Toler A, Gu S. Widowhood and depressive symptoms among older Chinese: do gender and source of support make a difference? Soc Sci & Med. 2005;60(3):637–47.CrossRef
17.
go back to reference Wang E, Hu H, Shi Z, Liu H, Zhang C, Jiang H, Xia L, Li S, He Y. Gender differences in mental health of bereaved parents in an only-child society:evidence from China. Omega (Westport). 2019;30222819853934. https://doi.org/10.1177/0030222819853934. Epub ahead of print. PMID: 31219402. Wang E, Hu H, Shi Z, Liu H, Zhang C, Jiang H, Xia L, Li S, He Y. Gender differences in mental health of bereaved parents in an only-child society:evidence from China. Omega (Westport). 2019;30222819853934. https://​doi.​org/​10.​1177/​0030222819853934​. Epub ahead of print. PMID: 31219402.
18.
go back to reference Kuo C, Tang H, Tsay C, Lin S, Hu W, Chen C. Prevalence of Psychiatric Disorders Among Bereaved Survivors of a Disastrous Earthquake in Taiwan. Psychiatric Serv (Washington, DC). 2003;54(2):249–51.CrossRef Kuo C, Tang H, Tsay C, Lin S, Hu W, Chen C. Prevalence of Psychiatric Disorders Among Bereaved Survivors of a Disastrous Earthquake in Taiwan. Psychiatric Serv (Washington, DC). 2003;54(2):249–51.CrossRef
19.
go back to reference Xiang Y, Chi X, Jiang Y, Wang R, Mo L. Psychosomatic Status, Personality Traits, and Coping Styles of Bereaved and Non-Bereaved Survivors of the 2008 Wenchuan earthquake, China. Front Psychiatry. 2016;7:17.PubMedPubMedCentralCrossRef Xiang Y, Chi X, Jiang Y, Wang R, Mo L. Psychosomatic Status, Personality Traits, and Coping Styles of Bereaved and Non-Bereaved Survivors of the 2008 Wenchuan earthquake, China. Front Psychiatry. 2016;7:17.PubMedPubMedCentralCrossRef
20.
go back to reference Kuo SC, Sun JL, Tang ST. Trajectories of depressive symptoms for bereaved family members of chronically ill patients: a systematic review. J Clin Nurs. 2017;26(23–24):3784–99.PubMedCrossRef Kuo SC, Sun JL, Tang ST. Trajectories of depressive symptoms for bereaved family members of chronically ill patients: a systematic review. J Clin Nurs. 2017;26(23–24):3784–99.PubMedCrossRef
21.
go back to reference Gerst-Emerson K, Jayawardhana J. Loneliness as a public health issue: the impact of loneliness on health care utilization among older adults. Am J Public Health. 2015;105(5):1013–9.PubMedPubMedCentralCrossRef Gerst-Emerson K, Jayawardhana J. Loneliness as a public health issue: the impact of loneliness on health care utilization among older adults. Am J Public Health. 2015;105(5):1013–9.PubMedPubMedCentralCrossRef
22.
go back to reference Kobayashi LC, Steptoe A. Social isolation, loneliness, and health behaviors at older ages: longitudinal cohort study. Ann Behav Med. 2018;52(7):582–93.PubMedPubMedCentralCrossRef Kobayashi LC, Steptoe A. Social isolation, loneliness, and health behaviors at older ages: longitudinal cohort study. Ann Behav Med. 2018;52(7):582–93.PubMedPubMedCentralCrossRef
23.
go back to reference Stahl ST, Arnold AM, Chen JY, Anderson S, Schulz R. Mortality after bereavement: the role of cardiovascular disease and depression. Psychosom Med. 2016;78(6):697–703.PubMedPubMedCentralCrossRef Stahl ST, Arnold AM, Chen JY, Anderson S, Schulz R. Mortality after bereavement: the role of cardiovascular disease and depression. Psychosom Med. 2016;78(6):697–703.PubMedPubMedCentralCrossRef
24.
go back to reference Christakis NA, Allison PD. Mortality after the hospitalization of a spouse. N Engl J Med. 2006;354(7):719–30.PubMedCrossRef Christakis NA, Allison PD. Mortality after the hospitalization of a spouse. N Engl J Med. 2006;354(7):719–30.PubMedCrossRef
25.
go back to reference Ho S, Chow A, Chan C, Tsui Y. The assessment of grief among Hong Kong Chinese: a preliminary report. Death Stud. 2002;26(2):91–8.PubMedCrossRef Ho S, Chow A, Chan C, Tsui Y. The assessment of grief among Hong Kong Chinese: a preliminary report. Death Stud. 2002;26(2):91–8.PubMedCrossRef
26.
go back to reference Stroebe M, Stroebe W, Schut H. Gender differences in adjustment to bereavement: an empirical and theoretical review. Rev Gen Psychol. 2001;5(1):62–83.CrossRef Stroebe M, Stroebe W, Schut H. Gender differences in adjustment to bereavement: an empirical and theoretical review. Rev Gen Psychol. 2001;5(1):62–83.CrossRef
27.
go back to reference Shear MK, Ghesquiere A, Glickman K. Bereavement and complicated grief. Curr Psychiatry Rep. 2013;15(11):406.PubMedCrossRef Shear MK, Ghesquiere A, Glickman K. Bereavement and complicated grief. Curr Psychiatry Rep. 2013;15(11):406.PubMedCrossRef
29.
go back to reference Li J, Precht DH, Mortensen PB, Olsen J. Mortality in parents after death of a child in Denmark: a nationwide follow-up study. Lancet. 2003;361(9355):363–7.PubMedCrossRef Li J, Precht DH, Mortensen PB, Olsen J. Mortality in parents after death of a child in Denmark: a nationwide follow-up study. Lancet. 2003;361(9355):363–7.PubMedCrossRef
30.
go back to reference Ye X. The impact of living arrangement on the mental health of widowed older adults in China -- based on the Followup data from CHARLS 2015. Popul Dev (in Chinese). 2018;24(5):113–21. Ye X. The impact of living arrangement on the mental health of widowed older adults in China -- based on the Followup data from CHARLS 2015. Popul Dev (in Chinese). 2018;24(5):113–21.
31.
go back to reference Jiao K. The relationship between widowhood and mortality among Chinese elderly:the role of spousal care. Popul Res (in Chinese). 2010;34(3):64–76. Jiao K. The relationship between widowhood and mortality among Chinese elderly:the role of spousal care. Popul Res (in Chinese). 2010;34(3):64–76.
32.
go back to reference Li J, Chen S. A new model of social support in bereavement (SSB): an empirical investigation with a Chinese sample. Death Stud. 2016;40(4):223–8.PubMedCrossRef Li J, Chen S. A new model of social support in bereavement (SSB): an empirical investigation with a Chinese sample. Death Stud. 2016;40(4):223–8.PubMedCrossRef
33.
go back to reference Ng P, Ho W-C, Tsun A, Young DK. Coping with bereavement of widows in the Chinese cultural context of Hong Kong. Int Soc Work. 2016;59(1):115–28.CrossRef Ng P, Ho W-C, Tsun A, Young DK. Coping with bereavement of widows in the Chinese cultural context of Hong Kong. Int Soc Work. 2016;59(1):115–28.CrossRef
34.
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. 2014;43(1):61–8.PubMedCrossRef Zhao Y, Hu Y, Smith JP, Strauss J, Yang G. Cohort profile: the China health and retirement longitudinal study (CHARLS). Int J Epidemiol. 2014;43(1):61–8.PubMedCrossRef
37.
go back to reference Boey KW. Cross-validation of a short form of the CES-D in Chinese elderly. Int J Geriatr Psychiatry. 1999;14(8):608–17.PubMedCrossRef Boey KW. Cross-validation of a short form of the CES-D in Chinese elderly. Int J Geriatr Psychiatry. 1999;14(8):608–17.PubMedCrossRef
38.
go back to reference Wang R, Chen Z, Zhou Y, Shen L, Zhang Z, Wu X. Melancholy or mahjong? Diversity, frequency, type, and rural-urban divide of social participation and depression in middle- and old-aged Chinese: a fixed-effects analysis. Soc Sci Med. 2019;238:112518.PubMedCrossRef Wang R, Chen Z, Zhou Y, Shen L, Zhang Z, Wu X. Melancholy or mahjong? Diversity, frequency, type, and rural-urban divide of social participation and depression in middle- and old-aged Chinese: a fixed-effects analysis. Soc Sci Med. 2019;238:112518.PubMedCrossRef
39.
go back to reference Ostbye T, Taylor DH. The effect of smoking on years of healthy life (YHL) lost among middle-aged and older Americans. Health Serv Res. 2004;39(3):531–52.PubMedPubMedCentralCrossRef Ostbye T, Taylor DH. The effect of smoking on years of healthy life (YHL) lost among middle-aged and older Americans. Health Serv Res. 2004;39(3):531–52.PubMedPubMedCentralCrossRef
40.
go back to reference Idler EL, Benyamini Y. Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav. 1997;38(1):21–37.PubMedCrossRef Idler EL, Benyamini Y. Self-rated health and mortality: a review of twenty-seven community studies. J Health Soc Behav. 1997;38(1):21–37.PubMedCrossRef
41.
go back to reference Liu W, Fan F, Liu J. Depressive symptoms in bereaved parents in the 2008 Wenchuan, China earthquake: a cohort study. J Trauma Stress. 2013;26(2):274–9.PubMedPubMedCentralCrossRef Liu W, Fan F, Liu J. Depressive symptoms in bereaved parents in the 2008 Wenchuan, China earthquake: a cohort study. J Trauma Stress. 2013;26(2):274–9.PubMedPubMedCentralCrossRef
42.
go back to reference Stephen AI, Macduff C, Petrie DJ, Tseng FM, Schut H, Skar S, et al. The economic cost of bereavement in Scotland. Death Stud. 2015;39(1–5):151–7.PubMedCrossRef Stephen AI, Macduff C, Petrie DJ, Tseng FM, Schut H, Skar S, et al. The economic cost of bereavement in Scotland. Death Stud. 2015;39(1–5):151–7.PubMedCrossRef
43.
go back to reference Faries D, Leon A, Haro J, Obenchain R. Analysis of observational health care data using SAS. Cary: SAS Institute Inc.; 2010. Faries D, Leon A, Haro J, Obenchain R. Analysis of observational health care data using SAS. Cary: SAS Institute Inc.; 2010.
44.
go back to reference Tseng FM, Petrie D, Leon-Gonzalez R. The impact of spousal bereavement on subjective wellbeing: evidence from the Taiwanese elderly population. Econ Hum Biol. 2017;26:1–12.PubMedCrossRef Tseng FM, Petrie D, Leon-Gonzalez R. The impact of spousal bereavement on subjective wellbeing: evidence from the Taiwanese elderly population. Econ Hum Biol. 2017;26:1–12.PubMedCrossRef
45.
go back to reference Domingue B, Duncan L, Harrati A, Belsky D. Short-term mental health sequelae of bereavement predict long-term physical health decline in older adults: US Health and Retirement Study Analysis. medRxiv. 2019. https://doi.org/10.1101/19009878. Domingue B, Duncan L, Harrati A, Belsky D. Short-term mental health sequelae of bereavement predict long-term physical health decline in older adults: US Health and Retirement Study Analysis. medRxiv. 2019. https://​doi.​org/​10.​1101/​19009878.
46.
go back to reference Shah SM, Carey IM, Harris T, Dewilde S, Victor CR, Cook DG. The effect of unexpected bereavement on mortality in older couples. Am J Public Health. 2013;103(6):1140–5.PubMedPubMedCentralCrossRef Shah SM, Carey IM, Harris T, Dewilde S, Victor CR, Cook DG. The effect of unexpected bereavement on mortality in older couples. Am J Public Health. 2013;103(6):1140–5.PubMedPubMedCentralCrossRef
47.
go back to reference Moor N, de Graaf PM. Temporary and long-term consequences of bereavement on happiness. J Happiness Stud. 2016;17:913–36.CrossRef Moor N, de Graaf PM. Temporary and long-term consequences of bereavement on happiness. J Happiness Stud. 2016;17:913–36.CrossRef
49.
go back to reference Hou X. How does Women’s decision-making power affect budget share, nutrition and education in Pakistan? J Fam Econ Iss. 2015;37(1):115–31.CrossRef Hou X. How does Women’s decision-making power affect budget share, nutrition and education in Pakistan? J Fam Econ Iss. 2015;37(1):115–31.CrossRef
50.
go back to reference Gerst-Emerson K, Shovali TE, Markides KS. Loneliness among very old Mexican Americans: findings from the Hispanic established populations epidemiologic studies of the elderly. Arch Gerontol Geriatr. 2014;59(1):145–9.PubMedPubMedCentralCrossRef Gerst-Emerson K, Shovali TE, Markides KS. Loneliness among very old Mexican Americans: findings from the Hispanic established populations epidemiologic studies of the elderly. Arch Gerontol Geriatr. 2014;59(1):145–9.PubMedPubMedCentralCrossRef
51.
go back to reference Chiao C. Beyond health care: volunteer work, social participation, and late-life general cognitive status in Taiwan. Soc Sci Med. 2019;229:154–60.PubMedCrossRef Chiao C. Beyond health care: volunteer work, social participation, and late-life general cognitive status in Taiwan. Soc Sci Med. 2019;229:154–60.PubMedCrossRef
52.
go back to reference Zhang Z, Li LW, Xu H, Liu J. Does widowhood affect cognitive function among Chinese older adults? SSM Popul Health. 2019;7:100329.PubMedCrossRef Zhang Z, Li LW, Xu H, Liu J. Does widowhood affect cognitive function among Chinese older adults? SSM Popul Health. 2019;7:100329.PubMedCrossRef
53.
go back to reference Beasley M, Thompson T, Davidson J. Resilience in response to life stress: the effects of coping style and cognitive hardiness. Personal Individ Differ. 2003;34(1):77–95.CrossRef Beasley M, Thompson T, Davidson J. Resilience in response to life stress: the effects of coping style and cognitive hardiness. Personal Individ Differ. 2003;34(1):77–95.CrossRef
54.
go back to reference Zhong BL, Chiu HF, Conwell Y. Rates and characteristics of elderly suicide in China, 2013-14. J Affect Disord. 2016;206:273–9.PubMedCrossRef Zhong BL, Chiu HF, Conwell Y. Rates and characteristics of elderly suicide in China, 2013-14. J Affect Disord. 2016;206:273–9.PubMedCrossRef
55.
go back to reference Hu B, Wang J. Unmet long-term care needs and depression: the double disadvantage of community-dwelling older people in rural China. Health Soc Care Community. 2019;27(1):126–38.PubMedCrossRef Hu B, Wang J. Unmet long-term care needs and depression: the double disadvantage of community-dwelling older people in rural China. Health Soc Care Community. 2019;27(1):126–38.PubMedCrossRef
56.
go back to reference Zhang Z, Luo Y, Robinson D. Who are the beneficiaries of China’s new rural pension scheme? Sons, daughters, or parents? Int J environ res public health; 2019. Zhang Z, Luo Y, Robinson D. Who are the beneficiaries of China’s new rural pension scheme? Sons, daughters, or parents? Int J environ res public health; 2019.
57.
go back to reference Meng Q, Liu X, Shi J. Comparing the services and quality of private and public clinics in rural China. Health Policy Plan. 2000;15(4):349–56.PubMedCrossRef Meng Q, Liu X, Shi J. Comparing the services and quality of private and public clinics in rural China. Health Policy Plan. 2000;15(4):349–56.PubMedCrossRef
58.
go back to reference Chen X, Hu L, Sindelar JL. Leaving money on the table? Suboptimal enrollment in the new social pension program in China. J Econ Ageing. 2020;15:100233.PubMedCrossRef Chen X, Hu L, Sindelar JL. Leaving money on the table? Suboptimal enrollment in the new social pension program in China. J Econ Ageing. 2020;15:100233.PubMedCrossRef
Metadata
Title
Gender differential impact of bereavement on health outcomes: evidence from the China Health and Retirement Longitudinal Study, 2011–2015
Authors
Zhuo Chen
Jiahui Ying
Justin Ingles
Donglan Zhang
Janani Rajbhandari-Thapa
Ruoxi Wang
Kerstin Gerst Emerson
Zhanchun Feng
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2020
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/s12888-020-02916-2

Other articles of this Issue 1/2020

BMC Psychiatry 1/2020 Go to the issue