Evidence map›Paper›PMID 42826326›Full record

ArticleMedicine2026

Multiple chronic conditions and intrinsic capacity among middle-aged and older adults: Evidence from CHARLS.

Zhi Zeng, Shirong Shao, Tianfang Deng, Sumei Zhou

Abstract read
In one paragraph

Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Zhi ZengDepartment of Gastroenterology, Deyang People's Hospital, Deyang, Sichuan, China.ORCID 0009-0006-4549-6937
Shirong ShaoDepartment of Neurosurgery, Deyang People's Hospital, Deyang, Sichuan, China.
Tianfang DengDepartment of Neurosurgery, Deyang People's Hospital, Deyang, Sichuan, China.
Sumei ZhouDepartment of Neurosurgery, Deyang People's Hospital, Deyang, Sichuan, China.

Funding

Deyang Science and Technology Program 2024SZS218Humanities and Social Sciences Research Project of Sichuan Nursing Vocational College 2025RWY29Sichuan Medical Law Research Center YF22-Q20Sichuan Research Center for Sexology and Sex Education SXJYB2529
6 · The paper itself

Abstract

With the accelerating global aging process, maintaining intrinsic capacity (IC) among middle-aged and older adults has become a major public health priority. Multiple chronic conditions (MCC) are highly prevalent in later life and may contribute to declines in physical and mental functioning. However, evidence regarding the association between MCC and IC, as well as variations across disease types and socioeconomic contexts, remains limited. This study aimed to examine the association between MCC and IC among middle-aged and older adults and to explore heterogeneity across chronic disease categories, regional contexts, and individual characteristics. Data were obtained from the 2011, 2015, and 2018 waves of the China Health and Retirement Longitudinal Study. Using 28,613 pooled repeated cross-sectional person-wave observations, regression models incorporating survey-year and regional fixed effects were applied to examine the association between MCC and IC. Respondent-level cluster-robust standard errors were used to account for the nonindependence of repeated observations. Robustness analyses, instrumental variable estimation, and propensity score matching were conducted to assess the stability of the findings. Subgroup analyses were performed across macro-level (urban/rural residence and regional economic zones) and micro-level (sex, education, and household income) characteristics. MCC was significantly associated with lower IC (β = -0.076, P < .01). Disease-specific analyses showed that neurodegenerative diseases, including Parkinson disease and Alzheimer disease, demonstrated the strongest negative association with IC (β = -0.587, P < .01), followed by cardiovascular diseases (β = -0.135, P < .01). The negative association between MCC and IC was stronger among individuals living in rural areas and western regions, as well as among men, individuals with lower educational attainment, and those with lower household income. Robustness analyses, instrumental variable estimation, and propensity score matching yielded findings that were directionally consistent with the main analysis. MCC is significantly associated with reduced IC among middle-aged and older adults, with substantial heterogeneity across disease types and socioeconomic contexts. These findings highlight the importance of integrated chronic disease management, IC assessment, and targeted interventions for vulnerable populations, particularly those in socioeconomically disadvantaged regions, to promote healthy aging.

Indexed as

AgingMultiple Chronic ConditionsAgedChinaCross-Sectional StudiesFemaleHumansLongitudinal StudiesMaleMiddle AgedSocioeconomic Disparities in HealthSocioeconomic FactorsCHARLShealthy agingintrinsic capacitymultiple chronic conditions

Identifiers

PMID42826326
PMCPMC13632999

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.