Evidence map›Paper›PMID 41632203›Full record

ArticleJAMA health forum2025

Socioeconomic Disparities in Caregiver Burden Among Families of Older Patients With Cancer.

Wen Ju, Hao Jiang, Shanrui Ma, Bingfeng Han, Siwei Zhang, Minghua Cong, Wenqiang Wei

Abstract readMulticenter Study
In one paragraph

Article in JAMA health forum, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

7 authors.

Wen JuNational Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Hao JiangNational Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Shanrui MaNational Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Bingfeng HanNational Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Siwei ZhangNational Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Minghua CongDepartment of Comprehensive Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Wenqiang WeiNational Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Population aging and rising cancer burden in low- and middle-income countries have intensified reliance on family caregivers, yet evidence on socioeconomic disparities in caregiving burden remains scarce. Objective: To quantify multidimensional caregiving burden, psychological distress, and economic burden, as well as identify risk factors, with a focus on the impact of socioeconomic disparities among family caregivers of older patients with cancer in China. Design, Setting, and Participants: This multicenter cross-sectional study recruited 6786 patient-caregiver dyads from 22 hospitals across 14 Chinese provinces between August 2022 and August 2023. Patients were 60 years or older with cancer; caregivers were family members or cohabiting partners 18 years or older who provided 50% or more daily care for 30 or more days. Data collection included sociodemographics, health assessments, caregiving details, expenditures, and clinical records. Exposures: Socioeconomic status (SES), categorized into 4 levels based on education and household income. Main Outcomes and Measures: Caregiving burden (measured by the Caregiver Reaction Assessment across 5 domains), psychological distress (measured by the Patient Health Questionnaire 9 and Generalized Anxiety Disorder 7 scales), and economic burden (direct caregiving expenditure and income loss). Results: Of the 6786 patient-caregiver dyads enrolled, the mean (SD) age of patients was 69.2 (6.1) years and 4128 (60.8%) were male, while the mean (SD) age of family caregivers was 53.8 (12.6) years and 3040 (44.8%) were male. Caregivers reported the following mean (SD) scores on a 5-point scale of Caregiver Reaction Assessment: health burden, 2.02 (0.69); scheduling burden, 2.64 (0.72); financial pressure, 3.03 (0.74); lack of family support, 2.09 (0.56); and self-esteem, 2.39 (0.42). Lower SES was independently associated with elevated burden across domains of health problems (β coefficient, -0.07; 95% CI, -0.10 to -0.04; P < .001), self-esteem (β coefficient, -0.15; -0.18 to -0.12; P < .001), disrupted schedule (β coefficient, -0.07; 95% CI, -0.11 to -0.03; P < .001), financial pressure (β coefficient, -0.14; 95% CI, -0.17 to -0.11; P < .001), and lack of family support (β coefficient, -0.14; 95% CI, -0.17 to -0.11; P < .001). Caregivers with health problems, insufficient sleep, longer care periods, lack of cocaregivers, limited nursing skills, and being employed experienced higher burden. Caregivers with the lowest level of SES faced elevated risks of anxiety (odds ratio, 1.37; 95% CI, 1.15-1.62) and depression (odds ratio, 1.71; 95% CI, 1.41-2.05) compared to caregivers with the highest level of SES. Subgroup analyses revealed that spouses reported higher health and financial burden, while higher-educated adult child caregivers were at greater risks for psychological distress. Caregivers covered 57.4% of total expenditure for older patients with cancer, and 31.7% of caregivers' expenses for patients in the past year had exceeded their annual household income. Paradoxically, caregivers with higher SES experienced greater employment-related costs due to prolonged work absences. Conclusions and Relevance: Results of this cross-sectional study show that socioeconomic disparities profoundly shape caregiving burden, psychological distress, and economic burden faced by family caregivers of older patients with cancer. Policy interventions, targeted subsidies for families with low SES, workplace protections for employed caregivers, and integrated community support are urgently needed to address inequities and strengthen eldercare systems amid rapid population aging.

Indexed as

Caregiver BurdenCaregiversCost of IllnessNeoplasmsAgedChinaCross-Sectional StudiesFemaleHumansLow Socioeconomic StatusMaleMiddle AgedPsychological DistressRisk FactorsSocioeconomic Disparities in HealthSocioeconomic Factors

Identifiers

PMID41632203
PMCPMC12743282

What Socratic holds

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LicenceCC BY
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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 Socratic graph.