Evidence map›Paper›PMID 41821479›Full record

ArticleJournal of global health2026

Longitudinal association between chronic diseases and fall risk among middle-aged and older adults in China: the mediating role of activity limitations.

Derong Huang, Yingjie Fu, Wen Yang, Biying Xu, Zhengfei Yang

Abstract read
In one paragraph

Article in Journal of global health, 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. Review
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

5 authors.

Derong HuangQuality Assessment Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
Yingjie FuAffiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
Wen YangQuality Assessment Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
Biying XuQuality Assessment Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.
Zhengfei YangDepartment of Critical Care Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Falls are a major public health issue for middle-aged and older adults, especially those with chronic diseases. While a correlation is known, the longitudinal relationship and the underlying mechanisms between chronic diseases and falls remain unclear. This study investigates the longitudinal association and examines the mediating role of activity limitations. Methods: A total of 2400 middle-aged and older adults who completed all three waves (2013, 2015, and 2018) of the China Health and Retirement Longitudinal Study (CHARLS) were included. Mixed-effects logit models with time-fixed effects were employed to examine the longitudinal association between chronic diseases and fall risk. The association pattern between the number of chronic diseases and the probability of falling was assessed by incorporating quadratic terms, constructing restricted cubic splines, and plotting dose-response relationships. Mediation analysis was conducted to evaluate the role of activity limitations as a mediator. Results: The incidence of falls and multimorbidity increased over the study period. The number of chronic diseases was significantly associated with a higher fall risk (β = 0.138, P < 0.01), exhibiting a linear dose-response relationship. Mediation analysis based on the disablement process model indicated that activity limitations accounted for 21.08% of this association. Conclusions: The risk of falls among Chinese middle-aged and older adults increases linearly with the number of chronic diseases, an association partly mediated by activity limitations. Fall prevention strategies should prioritise managing activity limitations through targeted assessments and interventions, such as physical exercise, to mitigate fall risk in this population.

Indexed as

Accidental FallsActivities of Daily LivingMobility LimitationAgedChinaChronic DiseaseFemaleHumansLongitudinal StudiesMaleMiddle AgedRisk Factors

Identifiers

PMID41821479
PMCPMC12983047

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LicenceCC BY
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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.