Evidence mapPaperPMID 41824844Full record

ArticleMedicine2026

Comorbidity patterns of chronic respiratory diseases in older Chinese adults: A repeated cross-sectional study from CHARLS.

Kai Wen, Xin Huang, Xu Liao, Dezhi Guo, Yingli Liu, Yanbing Leng

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. 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. 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.

Kai WenDepartment of Public Health, Chengdu Medical College, Sichuan, China.
Xin HuangDepartment of Public Health, Chengdu Medical College, Sichuan, China.
Xu LiaoDepartment of Public Health, Chengdu Medical College, Sichuan, China.
Dezhi GuoDepartment of Public Health, Chengdu Medical College, Sichuan, China.
Yingli LiuDepartment of Laboratory Testing, Nan'an District Center for Disease Control and Prevention, Chongqing, China.
Yanbing LengDepartment of Laboratory Testing, Nan'an District Center for Disease Control and Prevention, Chongqing, China.ORCID 0009-0006-2825-3976

Funding

Nan 'an District Center for Disease Control and Prevention CQ2024NAD006
6 · The paper itself

Abstract

Chronic respiratory diseases (CRDs) are prevalent among Chinese adults aged 45 and older, and the increasing prevalence of multimorbidity in this population presents significant public health challenges. Understanding the comorbidity patterns and their determinants is crucial for targeted interventions. To identify and characterize multimorbidity patterns among Chinese adults aged ≥45 years, delineate the centrality of CRDs within these patterns, and identify biopsychosocial-behavioral determinants for tailored interventions. Data from China Health and Retirement Longitudinal Study (2011-2020) were analyzed using hierarchical clustering and Apriori association rules; multivariable logistic regression was employed to evaluate biopsychosocial-behavioral correlates. From 2011 to 2020, multimorbidity increased from 12.39% to 24.92%. CRDs served as network hubs, asthma and other CRDs frequently co-occurred with hypertension and diabetes. Factors associated with a higher risk of multimorbidity included lower educational attainment, smoking, poor sleep quality, poor mental health, impaired activities of daily living/instrumental activities of daily living and healthcare utilization. CRDs represent critical nodes within growing multimorbidity networks. To address multimorbidity effectively, integrated and personalized strategies, including smoking cessation, sleep enhancement, functional assessment, and optimized healthcare utilization, are essential.

Indexed as

Respiratory Tract DiseasesActivities of Daily LivingAgedAsthmaChinaChronic DiseaseComorbidityCross-Sectional StudiesDiabetes MellitusEast Asian PeopleFemaleHumansHypertensionLongitudinal StudiesMaleMiddle Agedaprioribio-psycho-socio-behavioral factorschronic respiratory diseasesmultimorbidityolder Chinese adults

Identifiers

PMID41824844
PMCPMC12991494

What Socratic holds

Textmetadata
LicenceCC BY-NC
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.