Evidence map›Paper›PMID 41469805›Full record

ArticleScientific reports2025

Association between health literacy and chronic diseases in Anhui Province: findings from a province-wide cross-sectional survey of 16,067 individuals.

Yuansheng Fu, Yuanrui Xia, Zhimin Wang, Jianrong Xie, De Xu

Abstract read
In one paragraph

Article in Scientific reports, 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

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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

5 authors.

Yuansheng FuDepartment of Health Education, Anhui Provincial Center for Disease Control and Prevention, Hefei, China.
Yuanrui XiaDepartment of Health Education, Anhui Provincial Center for Disease Control and Prevention, Hefei, China.
Zhimin WangDepartment of Health Education, Anhui Provincial Center for Disease Control and Prevention, Hefei, China.
Jianrong XieDepartment of Health Education, Anhui Provincial Center for Disease Control and Prevention, Hefei, China. 12357287@qq.com.
De XuDepartment of Health Education, Anhui Provincial Center for Disease Control and Prevention, Hefei, China. 1175942470@qq.com.

Funding

The Youth Scientific Research Project of Anhui Provincial Center for Disease Control and Prevention in 2023 JKQN20230111
6 · The paper itself

Abstract

Chronic diseases represent a major global health burden. Health literacy is a modifiable factor in their prevention and control, yet evidence on its association with multimorbidity remains limited. This study investigated the association between health literacy and chronic diseases, focusing on multimorbidity, among residents of Anhui Province, China. A province-wide cross-sectional survey (July-October 2023) included 16,067 residents aged 15–69 years, selected via multistage stratified probability proportional to size (PPS) sampling. Health literacy was assessed using the Chinese Health Literacy Scale (CHLS). Chronic disease status (none, single, multimorbidity) was self-reported. Multivariate logistic regression analysis was employed to examine the association between health literacy and chronic diseases, adjusting for confounders. The overall adequate health literacy rate was 31.90%. Health literacy levels decreased significantly with increasing chronic disease burden: 35.07% (none), 21.13% (single), 11.61% (multimorbidity; Ptrend < 0.001). After adjustment, individuals with multimorbidity had 24% lower odds of adequate health literacy versus those without chronic diseases (aOR = 0.76; 95% CI 0.60–0.96; P = 0.021). Domain-specific analyses revealed significantly reduced odds of adequate basic knowledge and attitudes (aOR = 0.81; 95% CI 0.67–0.97; P = 0.026) and health-related skills literacy (aOR = 0.77; 95% CI 0.63–0.95; P = 0.014) among individuals with multimorbidity. Multimorbidity was also associated with lower health information literacy (aOR = 0.82; 95% CI 0.69–0.97; P = 0.019). This study observed a significant inverse association between health literacy and chronic diseases, particularly multimorbidity. Targeted health literacy improvement interventions focusing on knowledge, skills, and health information access may represent a crucial, cost-effective strategy for chronic disease prevention and control.

Indexed as

Health LiteracyAdolescentAdultAgedChinaChronic DiseaseCross-Sectional StudiesFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedMultimorbiditySurveys and QuestionnairesYoung AdultAssociationChronic diseasesCross-sectionalHealth literacyMultimorbidity

Identifiers

PMID41469805
PMCPMC12856000

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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.