Caring load and family caregivers’ burden in China: the mediating effects of social support and social exclusion
Open accessAbstract
Objective: Caring for older adults with disabilities is a source of stress for family caregivers, and the lack of social support and the pressure of social exclusion might aggravate family caregiver burden. This study aimed to examine the association between caring load and family caregivers' burden, as well as the mediating effects of social support and social exclusion. Methods: Data used in this study was derived from the nationally representative database of the aged population in China, and 3,125 households with disabled old adults and their home-bound caregivers were eventually selected for this analysis. Regression methods and mediation analysis methods were employed in this study. Results: The results indicated that there was a significant positive association between caring load and the caregiver burden, and specifically, social support intensity (rather than social support breadth) and passive social exclusion (rather than active social exclusion) played partial mediating effects. Furthermore, the contributions of mediating effects of social support intensity and passive social exclusion were 13-15 and 27-29%, respectively, and the total contribution of mediating effects was about 35-38%. Conclusion: Family caregivers' burden should be paid more attention to in the large population with rapidly aging speed like China, and more guidance services as well as support should be provided to family caregivers. In addition, it is crucial to focus on the community's social support and social exclusion in public policy innovation.
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In China, based on traditional Confucian filial values and relatively low levels of social security, the care of older adults with serious illnesses or disabilities is primarily undertaken by family members.
“In China, based on traditional Confucian filial values and relatively low levels of social security, the care of older adults with serious illnesses or disabilities is primarily undertaken by family members (52).”
From Caring alone: older adult care burdens, practices, and structural imbalances among China's one-child generation (2025) · cites this paper as [52]
The Introduction (page not provided) says family caregivers provide most care for older adults with disabilities in China and links this to filial piety and an imperfect social security system. It does not establish the same claim for older adults with serious illnesses who do not have disabilities. (LLM, conf=0.86)
Experimental — accuracy not yet measuredChina has a tradition of filial piety that spans thousands of years, with family-based care long dominating the older adult care system.
“China has a tradition of filial piety that spans thousands of years, with family-based care long dominating the older adult care system (52).”
From Caring alone: older adult care burdens, practices, and structural imbalances among China's one-child generation (2025) · cites this paper as [52]
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Cites
The social readjustment rating scale
Holmes, T. H., & Rahe, R. H. (1967) · Journal of Psychosomatic Research · doi:10.1016/0022-3999(67)90010-4 · Cited by 11,174 · see citing works
Relatives of the Impaired Elderly: Correlates of Feelings of Burden
Zarit, S. H., Reever, K. E., & Bach-Peterson, J. (1980) · The Gerontologist · doi:10.1093/geront/20.6.649 · Cited by 5,810 · see citing works
Caregiving and the stress process: an overview of concepts and their measures
Pearlin, L. I., Mullan, J. T., Semple, S. J., & Skaff, M. M. (1990) · The Gerontologist · doi:10.1093/geront/30.5.583 · Cited by 4,810 · see citing works
Caregiver Weil-Being: A Multidimensional Examination of Family Caregivers of Demented Adults
George, L. K., & Gwyther, L. P. (1986) · The Gerontologist · doi:10.1093/geront/26.3.253 · Cited by 1,393 · see citing works
Relationship of daily hassles, uplifts, and major life events to health status.
DeLongis, A., Coyne, J. C., Dakof, G. A., Folkman, S., & Lazarus, R. S. (1982) · Health Psychology · doi:10.1037/0278-6133.1.2.119 · Cited by 1,126 · see citing works
Comparing Coefficients of Nested Nonlinear Probability Models
Kohler, U., Karlson, K. B., & Holm, A. (2011) · The Stata Journal: Promoting communications on statistics and Stata · doi:10.1177/1536867x1101100306 · Cited by 1,041 · see citing works
Predictors of caregiver burden in caregivers of individuals with dementia
Kim, H., Chang, M., Rose, K., & Kim, S. (2012) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2011.05787.x · Cited by 573 · see citing works
Predicting caregiver burden and depression in Alzheimer'sdisease
Clyburn, L. D., Stones, M. J., Hadjistavropoulos, T., & Tuokko, H. A. (2000) · The Journals of Gerontology Series B · doi:10.1093/geronb/55.1.s2 · Cited by 522 · see citing works
Mastery of stress: psychosocial aspects
Caplan, G. (1981) · American Journal of Psychiatry · doi:10.1176/ajp.138.4.413 · Cited by 263 · see citing works
Policy responses to social exclusion : towards inclusion?
Percy‐Smith, J. (2000) · Cited by 201 · see citing works
Social support and caregiving circumstances as predictors of caregiver burden in Taiwan
Chiou, C. J., Chang, H.-Y., Chen, I. P., & Wang, H. H. (2009) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2008.04.001 · Cited by 173 · see citing works
Rethinking poverty: definition and measurement
Waglé, U. R. (2002) · International Social Science Journal · doi:10.1111/1468-2451.00366 · Cited by 155 · see citing works
Schrank, B., Ebert‐Vogel, A., Amering, M., Masel, E. K., Neubauer, M., Watzke, H., Zehetmayer, S., & Schur, S. (2016) · Psycho-Oncology · doi:10.1002/pon.4005 · Cited by 143 · see citing works
Quality of Life of Family Caregivers of Patients With Cancer: A Literature Review
Kitrungrote, L., & Cohen, M. Z. (2006) · Oncology nursing forum · doi:10.1188/06.onf.625-632 · Cited by 113 · see citing works
Greenwood, N., Mezey, G., & Smith, R. (2018) · Maturitas · doi:10.1016/j.maturitas.2018.03.011 · Cited by 109 · see citing works
Caregivers Burden of Older Adults with Chronic Illnesses in the Community: A Cross-Sectional Study
Limpawattana, P., Theeranut, A., Chindaprasirt, J., Sawanyawisuth, K., & Pimporm, J. (2012) · Journal of Community Health · doi:10.1007/s10900-012-9576-6 · Cited by 82 · see citing works
Hsiao, C. (2010) · Journal of Clinical Nursing · doi:10.1111/j.1365-2702.2010.03315.x · Cited by 67 · see citing works
Social Support as a Mediator of Depression in Caregivers of Patients With End-Stage Disease
Thielemann, P. A., & Conner, N. E. (2009) · Journal of Hospice and Palliative Nursing · doi:10.1097/njh.0b013e31819974f9 · Cited by 50 · see citing works
Schaffler‐Schaden, D., Krutter, S., Seymer, A., Eßl‐Maurer, R., Flamm, M., & Osterbrink, J. (2021) · Brain Sciences · doi:10.3390/brainsci11111511 · Cited by 39 · see citing works
Projecting social support needs of informal caregivers in Malaysia
Ah, S. H. A. B., Weatherley, R. A., Omar, N., et al. (2013) · Health & Social Care in the Community · doi:10.1111/hsc.12070 · Cited by 35 · see citing works
Zegwaard, M. I., Aartsen, M., Grypdonck, M. H. F., & Cuijpers, P. J. (2013) · BMC Psychiatry · doi:10.1186/1471-244x-13-103 · Cited by 32 · see citing works
Problems of Caring for the Mentally Ill at Home
Grad, J., & Sainsbury, P. (1966) · Proceedings of the Royal Society of Medicine · doi:10.1177/003591576605900110 · Cited by 29 · see citing works
Measuring the Health Status of Patients with Vascular Leg Ulcers and the Burden for their Caregivers
Tabolli, S., Tinelli, G., Guarnera, G., et al. (2007) · European Journal of Vascular and Endovascular Surgery · doi:10.1016/j.ejvs.2007.05.025 · Cited by 22 · see citing works
Rethinking poverty: definition and measurement
Waglé, U. R. (2018) · International Social Science Journal · doi:10.1111/issj.12192 · Cited by 21 · see citing works
Intas, G., Rokana, V., Stergiannis, P. I., et al. (2020) · Advances in experimental medicine and biology · doi:10.1007/978-3-030-32637-1_4 · Cited by 17 · see citing works
Wang, E., Hu, H., He, Y., & Xu, Y. (2020) · Health & Social Care in the Community · doi:10.1111/hsc.13108 · Cited by 17 · see citing works
Self-citationRaschke, H. J. (1977) · Family Court Review · doi:10.1111/j.174-1617.1977.tb01321.x · Cited by 14 · see citing works
Reducing the Burden of Dementia in Korea
Ko, S., Lee, M. C., & Baumann, S. L. (2007) · Nursing Science Quarterly · doi:10.1177/0894318407299893 · Cited by 8 · see citing works
A Summary of The Theory of Social Refusal
Xiaofeng, J. (2004) · Gansu Theory Research · Cited by 3 · see citing works
Social Exclusion and Switching Barriers in Medicare Part D Choices
Ko, D. W., Bae, Y. H., & Han, J. (2018) · Sustainability · doi:10.3390/su10072419 · Cited by 3 · see citing works
Li, M. (2013) · Journal of Shandong University · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [11]Pan G. The issue of Chinese family. Beijing: Peking University Press (1993) [in Chinese].
- [15]Giddens A Birdsall K. Sociology. Cambridge: Polity Press (2001).
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Xiang, S., Xiang, H., Ren, Q., & Deng, Q. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1694636 · Cited by 6 · see citing works
- Authors
- Hu, H., Hu, X., & Xu, Y.
- Affiliations
- Renmin University of China (CN)
- Beijing Normal University (CN)
- ORCID
- Venue
- Frontiers in Public Health
- Publisher
- Frontiers Media SA
- Published
- 2023-09-22
- Volume
- 11
- Pages
- 1194774-1194774
- ISSN
- 2296-2565 (ISSN-L)
- PMC
- PMC10556706
- OpenAlex
- W4386959656
- Cited by
- 35
- References
- 31
- Citations by year
- 2026: 19 · 2025: 15 · 2024: 1
- FWCI
- 15.04
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Public Health (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Renmin University of China (19XNB015)
- National Office for Philosophy and Social Sciences
- Fundamental Research Funds for the Central Universities
- Topics
- Social Sciences › Sociology and Political Science › Intergenerational Family Dynamics and Caregiving
- Health Sciences › Health Professions › Pharmacy › Nursing care and research
- Health Sciences › Health Professions › General Health Professions › Aging, Elder Care, and Social Issues
- Keywords
- family caregiver burden, social support, social exclusion, older adults with disabilities, mediating effect, population aging, China
- MeSH terms
- Aged, China, Persons with Disabilities, Disabled Persons, Humans, Social Isolation, Social Support, Caregivers
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