Evidence map›Paper›PMID 41346246›Full record

ArticleJournal of global health2025

Association between body mass index and disability among older population in China: analysis of 2011-2020 data from the China Health and Retirement Longitudinal Study.

Rongrong Guo, Shan Zhang, Ting Fu, Yushan Guan, Yuan Luo, Ying Wu

Abstract read
In one paragraph

Article in Journal of global 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. Observational
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.

Rongrong GuoSchool of Nursing, Capital Medical University, Beijing, China.
Shan ZhangSchool of Nursing, Capital Medical University, Beijing, China.
Ting FuNursing Department, Affiliated Hospital of Nantong University, Nantong, China.
Yushan GuanSchool of Nursing, Capital Medical University, Beijing, China.
Yuan LuoSchool of Nursing, Capital Medical University, Beijing, China.
Ying WuSchool of Nursing, Capital Medical University, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The study explored the relationship between body mass index (BMI) and activities of daily living (ADL) disability among Chinese older adults. Methods: Using 2011-2020 data from the China Health and Retirement Longitudinal Study, we included 3975 older individuals and assessed their baseline BMI, ADL disability, other covariates, and ADL disability over the follow-up period. Cox proportional hazards regression, restricted cubic spline, and two-piecewise linear regression models were performed. We also conducted subgroup analyses to explore effect heterogeneity across different subpopulations and sensitivity analyses to confirm the robustness of our findings. Results: During a median follow-up of seven years, 2003 participants developed ADL disability. The Cox proportional hazards models demonstrated a significant association between BMI and the risk of ADL disability. When BMI was categorised into groups, only obese older adults exhibited a significantly higher risk of ADL disability compared to those with normal weight. The restricted cubic spline model further revealed a nonlinear U-shaped relationship between continuous BMI and ADL disability risk, indicating that the risk of ADL disability initially decreased and then increased with rising BMI. Subgroup analyses revealed that the U-shaped relationship was observed only among individuals aged 60-69 years and female older adults, while sensitivity analyses consistently confirmed the robustness of this U-shaped association between BMI and ADL disability risk. Conclusions: A nonlinear U-shaped relationship between BMI and ADL disability risk was observed among Chinese adults aged 60-69 and older female adults, suggesting that both high and low BMI are associated with increased ADL disability risk. Despite limitations such as baseline-only BMI measurements, observational study design, potential residual confounding, and limited generalisability beyond Chinese older adults, these findings highlight the importance of routine BMI screening and targeted weight management strategies to help prevent or delay the onset of ADL disability in older adults.

Indexed as

Activities of Daily LivingBody Mass IndexPersons with DisabilitiesAgedAged, 80 and overChinaFemaleHumansLongitudinal StudiesMaleMiddle AgedObesityProportional Hazards ModelsRetirement

Identifiers

PMID41346246
PMCPMC12679055

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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.