Evidence map›Paper›PMID 42507259›Full record

ArticleJournal of urban health : bulletin of the New York Academy of Medicine2026

Factors Associated with Caregiving and Mental Stress among Family Caregivers for People with Disabilities: A Cross-sectional Survey of 40,600 Chinese Households.

Xingnan Yi, Zhaohua Huo, Xuechen Xiong, Karen Ann Grépin, Tarani Chandola, Wai Sze Chan, Vera Mun Yu Tang, Vivian Weiqun Lou, Jianchao Quan

Abstract read
In one paragraph

Article in Journal of urban health : bulletin of the New York Academy of Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Xingnan YiSchool of Public Health, The University of Hong Kong, Pokfulam, Hong Kong.
Zhaohua HuoDepartment of Psychiatry, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, New Territories, Hong Kong.
Xuechen XiongDepartment of Applied Social Sciences, The Hong Kong Polytechnic University, Hung Hom, Hong Kong.
Karen Ann GrépinSchool of Public Health, The University of Hong Kong, Pokfulam, Hong Kong.
Tarani ChandolaDepartment of Sociology, The University of Hong Kong, Pokfulam, Hong Kong.
Wai Sze ChanDepartment of Psychology, The University of Hong Kong, Pokfulam, Hong Kong.
Vera Mun Yu TangSau Po Centre On Ageing, The University of Hong Kong, Pokfulam, Hong Kong.
Vivian Weiqun LouDepartment of Social Work and Social Administration, The University of Hong Kong, Pokfulam, Hong Kong. wlou@hku.hk.
Jianchao QuanSchool of Public Health, The University of Hong Kong, Pokfulam, Hong Kong. jquan@hku.hk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Family caregivers in East Asian societies such as Hong Kong bear a significant share of care responsibilities for individuals with disabilities due to rising disability prevalence, limited formal services, and cultural norms rooted in filial piety. This study examines factors associated with caregiving provision, weekly caregiving hours, and mental stress among family caregivers in Hong Kong households. We used data from the 2019-2020 Hong Kong General Household Survey (n = 40,600) and applied logistic regression (caregiving provision) and ordinal logistic regression (caregiving hours, mental stress). Analyses were adjusted for care recipient needs, caregiver characteristics, and contextual factors. Disability types were classified using the International Classification of Functioning, Disability and Health (ICF) framework. Among weighted respondents from households including individuals with disabilities in Hong Kong, 14.5% were identified as family caregivers. Caregiving was significantly associated with being female (adjusted odds ratio [aOR] = 1.64, 95% CI = 1.49-1.82) and unmarried (aOR = 1.17, 95% CI = 1.02-1.34). Female (aOR = 1.33, 95% CI = 1.12-1.59) and assisting with activities of daily living (ADLs) were associated with longer weekly caregiving hours (aOR = 2.54, 95% CI = 2.12-3.04). Severe self-reported mental stress was associated with female (aOR = 1.39, 95% CI = 1.15-1.69), assisting with ADLs (aOR = 1.99, 95% CI = 1.62-2.44), and caring for family members with mental health disability (aOR = 2.00, 95% CI = 1.64-2.43). While other ICF-based disability types were not significant in multivariate models, some showed associations in univariate analysis. These findings highlight the need for targeted caregiver support policies that address gendered expectations and disability-specific burdens.

Indexed as

CaregiversFamilyPersons with DisabilitiesStress, PsychologicalActivities of Daily LivingAdultAgedCross-Sectional StudiesEast Asian PeopleFemaleHong KongHumansMaleMiddle AgedSurveys and QuestionnairesDisabilitiesEast AsiaFamily caregivingInformal careMental health

Identifiers

PMID42507259
PMCPMC13524889

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.