Evidence map›Paper›PMID 41214545›Full record

ArticleBMC geriatrics2025

Association between multimorbidity patterns and activities of daily living function among older adults in China: a longitudinal population-based cohort study.

Rui Li, Bizhong Che, Wenjuan Xiao, Jing Shu, Xiaowei Ma, Yanan Wang, Peng Nie, Youfa Wang, Xiaomin Sun

Abstract read
In one paragraph

Article in BMC geriatrics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

9 authors.

Rui Li *Global Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China.
Bizhong Che *Global Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China.
Wenjuan XiaoGlobal Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China.
Jing ShuGlobal Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China.
Xiaowei MaGlobal Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China.
Yanan WangXi'an Jiaotong University International Obesity and Metabolic Disease Research Center, Xi'an, 710061, China.
Peng NieSchool of Economics and Finance, Xi'an Jiaotong University, Xi'an, 710061, China.
Youfa WangGlobal Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China.
Xiaomin SunGlobal Health Institute, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, 710061, China. gzhtxiaomin@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOlder individuals are vulnerable to multiple non-communicable chronic diseases, leading to an increased risk of a decline in activities of daily living (ADLs) disability. Whether this association is affected by sociodemographic factors remains unclear. This study aimed to identify multimorbidity patterns and explore their association with ADLs.

methodsThis study included 14,018 older adults (≥ 60 years) from five waves of the China Health and Retirement Longitudinal Study (2011-2020). Multimorbidity patterns were identified among 13 non-communicable chronic diseases using exploratory factor analysis. Associations between multimorbidity patterns and ADLs (basic ADL, BADL; instrumental ADL, IADL) were examined using mixed-effects models. Stratified and interaction analyses were used to explore the influence of sociodemographic factors on these associations.

resultsThe prevalence of IADL disability among older individuals in China increased from 2011 to 2020.The prevalence of multimorbidity increased steadily from 2011 to 2018 but decreased in 2020. Four multimorbidity patterns were identified: visceral-skeletal, respiratory system, neurodegenerative, and cardiometabolic diseases. Higher factor scores of multimorbidity patterns were associated with increased risk of BADL and IADL disability, particularly for neurodegenerative diseases pattern (T3 vs. T1, BADL: OR 1.44, 95% CI 1.23-1.70; IADL: OR 1.66, 95% CI 1.42-1.94). The positive associations between neurodegenerative diseases and BADL and IADL disability were stronger among urban residents. The inverse associations between cardiometabolic diseases and IADL disability were stronger among educated than illiterate individuals.

conclusionMultimorbidity was prevalent and independently associated with the risk of a decline in basic and instrumental activities of daily living among older individuals in China. Residential area and education level modified these associations.

trial registrationThis study was approved by the Biomedical Ethics Committee of Peking University (NO. IRB00001052-11015).

Indexed as

Activities of Daily LivingMultimorbidityAgedAged, 80 and overChinaCohort StudiesFemaleHumansLongitudinal StudiesMaleMiddle AgedPrevalenceActivities of daily livingMultimorbidity patternOlder adultsSocioeconomic disparity

Identifiers

PMID41214545
PMCPMC12604309

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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.