Evidence map›Paper›PMID 40061462›Full record

ArticleFrontiers in public health2025

Characteristics and needs of physical and mental health among older adult individuals with disabilities under the background of smart healthcare: according to data from the China family panel studies.

Qianlingzi Zou, Xin Guan, Xiaojing Cao, Huangying Gu, Caimeng Wang, Xin Ming, Rongyong Li

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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. 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.

Qianlingzi ZouNortheast Asian Studies College, Jilin University, Changchun, China.
Xin GuanGuangzhou Xinhua University, Dongguan, China.
Xiaojing CaoMaster of Business Administration, London Metropolitan University, London, United Kingdom.
Huangying GuSchool of Economics, Minzu University of China, Beijing, China.
Caimeng WangSchool of Management, Guangzhou University, Guangzhou, China.
Xin MingSchool of Public Administration, Guangzhou University, Guangzhou, China.
Rongyong LiChina Resources Land Limited, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to utilize data from the China family panel studies (CFPS) to systematically analyze the physical and mental health characteristics and needs of older adult individuals with disabilities under the context of smart healthcare, aiming to provide scientific evidence for relevant policy formulation. Methods: Data were derived from the CFPS surveys conducted by Peking University's China Social Sciences between 2021 and 2022. Older adult individuals aged 65 and above requiring assistance in activities of daily living (ADL) or instrumental activities of daily living (IADL) were included. Descriptive statistics, univariate analysis, and multivariate analysis were employed to analyze the basic characteristics, physical and mental health status, influencing factors, and corresponding needs of older adult individuals with disabilities. Results: Samples aged between 65 and 80, widowed or divorced, demonstrated higher physical health scores ( Conclusion: The physical and mental health status of older adult individuals with disabilities is influenced by various factors, including social support, economic conditions, and utilization of medical resources. These factors constitute significant determinants in improving the physical and mental health of older adult individuals with disabilities and represent key needs for their betterment.

Indexed as

Health Services Needs and DemandHealth StatusMental HealthPersons with DisabilitiesActivities of Daily LivingAgedAged, 80 and overChinaFemaleHumansMaleSurveys and QuestionnairesChina family panel studiesdisabilityolder adultphysical and mental healthsmart healthcare

Identifiers

PMID40061462
PMCPMC11885138

What OpenQuestion 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 OpenQuestion graph.