Evidence map›Paper›PMID 40276342›Full record

ArticleFrontiers in public health2025

Latent profiles and transitions of social isolation among older adults and their influencing factors: a person-centered approach.

Xuezhi Liu, Yanzhen Zhang, Jianxiao Wu, Yadi Zeng, Lingjing Guo, Baojuan Ye

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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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Social connectedness and cognitive outcomes in rural middle- to older-age adults.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  3. Article
  4. 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.

Xuezhi LiuSchool of Education, School of Psychology, Jiangxi Normal University, Nanchang, China.
Yanzhen ZhangDonald Bren School of Information & Computer Science, University of California, Irvine, CA, United States.
Jianxiao WuNanchang Institute of Technology, Nanchang, China.
Yadi ZengSchool of Psychology, Shanxi Normal University, Xian, China.
Lingjing GuoMental Health Education Center, Chengdu University, Chengdu, China.
Baojuan YeSchool of Education, School of Psychology, Jiangxi Normal University, Nanchang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In the context of global aging, it is crucial to understand the heterogeneity, changing trends, and influencing factors of social isolation in older people. Methods: 7198 older people over 60 in China Longitudinal Aging Social Survey in 2016 and 2018 were analyzed, using Latent Profile Analysis, Latent Transition Analysis, and multiple logistic regression analysis. Results: The study identified five categories of social isolation among older people; the rural, widowed, with low daily living activity ability, and with low cognitive ability were more likely to belong to the social isolation category; the stability of various profiles of social isolation was strong, but the high-level social network category had the danger of changing to the medium-level social network category and the social isolation risk category; over time, those with high daily living activity ability moved into worse social isolation categories, while those with high cognitive ability moved into better categories. Discussion: The social isolation status of the older adult had group heterogeneity and transitioned over time. The findings provide empirical evidence for taking targeted measures based on the influencing factors in older people to achieve successful aging.

Indexed as

AgingSocial IsolationActivities of Daily LivingAgedAged, 80 and overChinaFemaleHumansLongitudinal StudiesMaleMiddle AgedSurveys and Questionnaireslatent profile analysislatent transition analysislongitudinal studyolder peoplesocial isolation

Identifiers

PMID40276342
PMCPMC12019853

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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.