Evidence map›Paper›PMID 42318349›Full record

SynthesisFrontiers in pharmacology2026

The current status and influencing factors of medication literacy among patients with cardiovascular diseases: a systematic review and meta-analysis.

Ting Xu, Qian Yao, Yu Ni, Xiuchuan Li

Abstract readSystematic Review
In one paragraph

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

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Ting XuCollege of Nursing, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
Qian YaoDepartment of Emergency, The Third People's Hospital of Chengdu, Chengdu, China.
Yu NiSchool of Nursing, Chengdu Medical College, Chengdu, China.
Xiuchuan LiDepartment of Cardiology, General Hospital of the Western Theater of the Chinese People's Liberation Army, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As an important domain of health literacy, medication literacy plays a critical role in ensuring the safe and effective use of medicines, especially among individuals with Cardiovascular Diseases (CVDs). Nevertheless, evidence regarding the overall level of medication literacy and the factors influencing it in this population remains limited. This study aimed to systematically evaluate medication literacy levels among patients with CVDs and to identify associated factors based on the Health Ecological Model (HEM). Methods: This systematic review and meta-analysis was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. We systematically searched PubMed, Web of Science, the Cochrane Library, Embase, China National Knowledge Infrastructure (CNKI), Wanfang Data, and the Vertically Integrated Projects database (VIP) for studies published in English or Chinese from database inception to 30 December 2025. Two reviewers independently performed study selection, quality assessment, data extraction, and analysis. Mean medication literacy scores and corresponding effect sizes were pooled using meta-analysis in Stata 18.0. Random-effects models were applied for all analyses due to substantial heterogeneity across studies. Heterogeneity was assessed using the I Results: A total of 34 studies involving 9,599 patients were included. Of these, 30 studies reported medication literacy levels. Given the substantial heterogeneity observed across all instrument subgroups, random-effects models were applied for pooling. The pooled mean scores were as follows: the Medication Literacy Questionnaire (MLQ): 4.56 [95% CI (4.36, 4.77), I Conclusion: Medication literacy among patients with CVDs remains suboptimal and is influenced by multidimensional factors. Individualized patient education, standardized counseling protocols, community-based services, and healthcare provider training are urgently needed. Multilevel interventions grounded in the HEM hold promise for improving medication use and informing policy development. Future large-scale, longitudinal studies employing standardized assessment tools are needed to elucidate causal relationships, underlying mechanisms, and sources of heterogeneity. Systematic Review Registration: The protocol for this systematic review has been registered in PROSPERO (CRD420251208289, available at: https://www.crd.york.ac.uk/PROSPERO/view/CRD420251208289).

Indexed as

cardiovascular diseaseshealth ecological modelinfluencing factorsmedication literacymeta-analysis

Identifiers

PMID42318349
PMCPMC13272478

What OpenQuestion holds

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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.