ArticlePloS one2018
Income-based inequalities in caregiving time and depressive symptoms among older family caregivers under the Japanese long-term care insurance system: A cross-sectional analysis.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 43 citations in OpenAlex.
- Caregiver Mental Health and Sociodemographic Factors Associated with the Burden of Care in Taiwan Among Primary Caregivers of Patients with Major Depressive Disorder: A Cross-Sectional Study.Neuropsychiatric disease and treatment · 2026Article
- The relationship between lifestyle and the risk of depression among people living with someone who needs care: The Yamagata Cohort Study.Geriatrics & gerontology international · 2025Article
- Relative Poverty and Mental Illness in Adults, Children, and Adolescents in Industrialized Countries.Deutsches Arzteblatt international · 2025Review
- Social contextual factors, social support and accessibility of social services in the health and life satisfaction of family caregivers in Hong Kong.BMC public health · 2025Article
- Mental health status and associated factors of caregivers of patients with malignant brain tumors.Journal of neuro-oncology · 2025Article
- [Care burden, depression, quality of life, and institutionalization factors among family caregivers of long-term care recipients: A secondary data analysis].Journal of Korean gerontological nursing · 2025Article
- Coupling coordination evaluation and influencing factors analysis of older adult care service resource supply and demand in China.Frontiers in public health · 2025Article
- Care burden among Iranian family caregivers of patients with schizophrenia: the predictive role of quality of life and life satisfaction.Frontiers in psychiatry · 2025Article
- Determinants of trajectories of informal caregiving in later life: evidence from England.European journal of ageing · 2024Article
- Development of a short form of the Japanese version of the Caregiver Reaction Assessment (CRA-J-10) among informal caregivers of older adults.Geriatrics & gerontology international · 2024Article
- Inequalities in unpaid carer's health, employment status and social isolation.Health & social care in the community · 2022Article
- Is grandparental childcare socio-economically patterned? Evidence from the English longitudinal study of ageing.European journal of ageing · 2022Article
- An integrative review of the social determinants of mental health among older caregivers.Nursing open · 2022Review
- Gender Disparity and the Association Between Socioeconomic Status, Mental Health, and the Need for Long-Term Services and Support Among the Older Koreans.Frontiers in public health · 2022Article
- Article
- Association between Having Cancer and Psychological Distress among Family Caregivers Using Three Years of a Nationwide Survey Data in Japan.International journal of environmental research and public health · 2021Article
- Article
- Review of evolution of the public long-term care insurance (LTCI) system in different countries: influence and challenge.BMC health services research · 2020Review
- The Association between Family Caregiver Burden and Subjective Well-Being and the Moderating Effect of Social Participation among Japanese Adults: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2020Article
- Social inequalities in the burden of care: a dyadic analysis in the caregiving partners of persons with a physical disability.International journal for equity in health · 2019Article
Corrections and comments
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Authors and funding
5 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimLong-term care systems may alleviate caregiver burdens, particularly for those with fewer resources. However, it remains unclear whether socioeconomic disparity in caregiver burdens exists under a public, universal long-term care insurance (LTCI) system. This study examined income-based inequalities in caregiving time and depressive symptoms in Japanese older family caregivers. We further compared inequality in depressive symptoms with that of non-caregivers to evaluate whether family caregiving exacerbates this disparity.
methodsData were obtained from a cross-sectional, nationwide survey conducted by the Japan Gerontological Evaluation Study in 2013. Participants were functionally independent older adults aged ≥65 years (N = 21,584). Depressive symptoms were assessed using the Geriatrics Depression Scale (GDS); caregiving hours per week, household income, and other covariates were also assessed.
resultsFamily caregivers occupied 8.3% of the total. A Poisson regression model revealed that caregivers in lower income groups (compared to those in the highest) were 1.32 to 1.95 and 1.63 to 2.68 times more likely to engage in ≥36 and ≥72 hours/week of caregiving, respectively. As for the GDS (≥5), an excess risk was found in the caregivers in lower (compared to higher) income groups (adjusted prevalence ratio: 1.57-3.10). However, an interaction effect of income by caregiving role indicated no significant difference in inequality between caregivers and non-caregivers (p = .603). The excess risk for GDS (≥5) in the caregivers compared to non-caregivers was observed across income groups.
conclusionsOur findings revealed a possible disparity in family caregivers under the public LTCI system. Further studies should examine factors associated with longer caregiving hours in lower income households. Our findings also suggest the necessity for more efforts to alleviate depressive symptoms in family caregivers under the LTCI system regardless of income level, rather than exclusively supporting those with a low income.
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