Evidence map›Paper›PMID 41501672›Full record

ArticleBMC primary care2026

Does living alone reshape healthcare use? Longitudinal evidence from older adults in China.

Aohan Gao, Yijun Chen, Yue Hou, Mengling Cheng, Jingwen Zhang, Junjie Huang

Abstract read
In one paragraph

Article in BMC primary care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Blood pressure status, JSH 2019-based control rate, and associated factors among community-dwelling adults: The NOSE study.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    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

6 authors.

Aohan GaoSchool of Accounting, Tangshan College, No. 9, University West Road, Tangshan, Hebei Province, 063000, China.
Yijun ChenWelsh School of Architecture, Cardiff University, Bute Building, King Edward VII Avenue, Cardiff, CF10 3NB, UK. ChenY160@cardiff.ac.uk.
Yue HouWelsh School of Architecture, Cardiff University, Bute Building, King Edward VII Avenue, Cardiff, CF10 3NB, UK.
Mengling ChengSchool of Social and Public Administration, East China University of Science and Technology, Meilong Road 130, Shanghai, 200237, China.
Jingwen ZhangDepartment of Sociology, The University of Manchester, Oxford Road, Manchester, M13 9PL, England.
Junjie HuangFaculty of Social Science, University of Stirling, Stirling, Scotland, FK9 4LA, UK.

Funding

Beijing Social Science Found 19YJC031
6 · The paper itself

Abstract

backgroundChina's rapid population aging and shrinking family structures challenge healthcare access for older adults, especially those living alone. While the link between solitary living and poor health is well-documented, its underlying mechanisms remain unclear. This study examines how living alone shapes healthcare-seeking preferences and behaviors to elucidate its pathways to health in later life.

methodsUsing longitudinal data from the China Family Panel Studies (2010-2020), restricted to a sample of adults aged 60 and above, we employed a linear probability model with individual and time fixed effects to examine the impact of living alone on two key outcomes: the probability of consulting a doctor when ill (n = 3,911) and the preference for primary healthcare centers (PHCs) (n = 11,956). The model controlled for a set of covariates including demographic characteristics, family attributes, and health status measures. Heterogeneity analyses were conducted by gender, hukou status, and household income.

resultsLiving alone was associated with a significant reduction in the probability of consulting a doctor (20.2% points), with the effect more pronounced among older women, suggesting that emotional or psychological barriers may exacerbate their vulnerability. In contrast, older adults living alone demonstrated a stronger preference for PHCs (10.9% points), a tendency that was particularly evident among lower-income and urban residents, likely due to the greater accessibility, lower cost, and shorter waiting times of PHCs. IMPLICATIONS: Strengthening community-based interventions and enhancing the quality and coverage of primary care-particularly in rural areas-are essential to reducing treatment delays and promoting early care-seeking. Policy efforts should prioritise the unique vulnerabilities of older women, low-income individuals, and rural residents by addressing emotional barriers, improving health literacy, and enhancing the accessibility of services. Rebuilding trust in primary care requires sustained investment in provider professionalism, facility infrastructure, and efficient referral systems.

Indexed as

Patient Acceptance of Health CarePrimary Health CareAccess to Primary CareAgedAged, 80 and overChinaFemaleHealth Services AccessibilityHealth StatusHumansLongitudinal StudiesMaleMiddle AgedChinaHealthcare resources utilisationLiving aloneOlder adults

Identifiers

PMID41501672
PMCPMC12870296

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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.