Evidence map›Paper›PMID 40201357›Full record

ArticleFrontiers in public health2025

Exploring the relationship between health literacy and chronic diseases among middle-aged and older adults: evidence from Zhejiang, China.

Shuqi Li, Dingming Yao, Xiujing Hu, Heni Chen, Xiaotong Yan, Yue Xu, Xuehai Zhang

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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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

7 authors.

Shuqi Li *School of Public Health, Hangzhou Normal University, Hangzhou, Zhejiang, China.
Dingming Yao *Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China.
Xiujing HuZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China.
Heni ChenZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China.
Xiaotong YanZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China.
Yue XuZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China.
Xuehai ZhangZhejiang Provincial Center for Disease Control and Prevention, Hangzhou, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic diseases have emerged as a significant public health challenge owing to the escalating global demographic shift toward an aging population. Middle-aged and older individuals are particularly vulnerable to chronic illnesses owing to physiological and socioeconomic changes. By leveraging health literacy data from the Zhejiang Province, this study aimed to elucidate the correlation between health literacy levels and the prevalence of chronic diseases in this demographic cohort. Methods: In this cross-sectional study, a stratified multistage whole-cluster random sampling method was used to select 12,116 permanent residents aged 45-69 years from 30 monitoring sites in Zhejiang Province from June to November 2023, using the National Health Literacy Monitoring Questionnaire for the Population. Multivariate regression analysis was employed to unravel the correlation between proficiency in health education and the prevention of chronic illnesses. Results: Sex, age, income, education, self-assessed health status, and smoking status emerged as significant predictors across the different models. Notably, self-assessed health and smoking statuses were identified as confounders that significantly affected the association between health literacy and chronic diseases. Furthermore, this study explored the influence of independent variables on specific chronic diseases, such as hypertension and cerebrovascular disease, with consistent patterns observed across models. Conclusion: Health literacy is instrumental in thwarting chronic diseases among middle-aged and older individuals. Those with higher levels of health literacy are less likely to suffer from chronic diseases, and high health literacy is a protective factor against hypertension and cerebrovascular disease.

Indexed as

Health LiteracyAgedChinaChronic DiseaseCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceSocioeconomic FactorsSurveys and Questionnaireschronic diseasecross-sectional studyhealth literacyhypertensionmiddle-agedolder adults

Identifiers

PMID40201357
PMCPMC11975670

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Registered trials

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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.