Evidence map›Paper›PMID 40385625›Full record

ArticleFrontiers in public health2025

Assessment of eHealth literacy among cardiovascular disease patients and analysis of influencing factors.

Wei Wang, Mengfan Jiao, Xiaojing Zhao, Chunxu Chen, Wenhui Jiang, Xiaoman 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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 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

6 authors.

Wei WangDepartment of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
Mengfan JiaoDepartment of Nursing, Shandong First Medical University, Taian, China.
Xiaojing ZhaoDepartment of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.
Chunxu ChenDepartment of Nursing, Shandong First Medical University, Taian, China.
Wenhui JiangSchool of Nursing, Health Science Center, Xian Jiaotong University, Xi'an, China.
Xiaoman ZhangDepartment of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to comprehensively evaluate the eHealth literacy of patients with cardiovascular diseases and uncover the associated influencing factors. The findings are intended to lay a solid foundation for formulating targeted strategies to enhance the health literacy of this patient population. Methods: Between October 2023 and June 2024, a purposive sampling approach was employed to recruit patients with cardiovascular diseases visiting the cardiology department of a tertiary hospital in Shandong Province. The eHealth Literacy Scale (eHEALS) was utilized to assess the eHealth literacy levels of the participants. Based on the assessment results, the subjects were classified into qualified and unqualified groups. Subsequently, logistic regression analysis was conducted to identify the influencing factors underlying eHealth literacy. Results: The eHealth literacy score among cardiovascular disease patients was 20.46 ± 9.54, with a passing rate of 38.6%. The overall mean score across all items was 2.5 ± 1.19. Specifically, for the sub-domains of internet health information service capabilities and application abilities, evaluation capabilities of internet health information and services, and decision - making capabilities of internet health information and services, the mean scores were 2.49 ± 1.18, 2.67 ± 1.32, and 2.66 ± 1.35, respectively. Findings from binary logistic regression analysis suggest that education level, sleep quality, residing in close proximity to a medical institution (distance < 5 km), prior utilization of medical information websites or search engines, as well as the interaction between proactive health awareness and utilization of medical information websites or search engines, were all influencing factors for the qualification of e - health literacy ( Conclusion: Our findings reveal that the eHealth literacy among cardiovascular disease (CVD) patients remains at a relatively low level. This situation underscores the urgent need for interventions aimed at enhancing patients' proactive health awareness and delivering targeted eHealth training programs. Specifically, such initiatives should be designed to enable patients to accurately access, comprehensively understand, critically evaluate, and effectively apply health information in the digital realm. By doing so, we can empower CVD patients to better manage their health in the context of the digital age, ultimately leading to an improvement in their eHealth literacy levels. These efforts are not only crucial for individual patient care but also have broader implications for optimizing health outcomes at a population level.

Indexed as

Cardiovascular DiseasesHealth LiteracyTelemedicineAdultAgedChinaFemaleHumansInternetMaleMiddle AgedSurveys and Questionnairescardiovascular diseaseeHealth literacyhealth educationhealth literacyinfluencing factors

Identifiers

PMID40385625
PMCPMC12082720

What OpenQuestion holds

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LicenceCC BY
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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.