Evidence map›Paper›PMID 42500016›Full record

ArticleFrontiers in public health2026

E-health literacy is associated with better medication adherence in older adults with chronic comorbidities: the mediating role of information overload and the moderating effect of family care on the anxiety-adherence link.

Rong Hu, Hengyang Wang, Xiangzhi Sun, Lihong Zhang, Sihua Zhao

Abstract read
In one paragraph

Article in Frontiers in public health, 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

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Rong HuSchool of Nursing, Lanzhou University, Lanzhou, China.
Hengyang WangDepartment of Critical Care Medicine, First Hospital of Lanzhou University, Lanzhou, China.
Xiangzhi SunDepartment of Critical Care Medicine, Chongqing University Cancer Hospital, Chongqing, China.
Lihong ZhangSchool of Nursing, Lanzhou University, Lanzhou, China.
Sihua ZhaoDepartment of Urology, Ward 2, The First Hospital of Lanzhou University, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Using the Stimulus-Organism-Response and stress buffering models, this study explores how e-health literacy is associated with medication adherence in older adults with chronic comorbidities, focusing on the chained mediation of information overload/anxiety and the moderation of family care on anxiety-adherence. Method: A cross-sectional survey was conducted (October 2025-March 2026) on 428 eligible adults (conveniently sampled from 3 Grade A tertiary hospitals in Northwest China). Assessments used 5 scales (Electronic Health Literacy, Information Overload Severity, Self-Rating Anxiety, Family Care Index, Morisky Medication Adherence). We performed analyses (correlation, stratified regression, structural equation modeling) using SPSS 29.0 and AMOS 26.0. Results: Medication adherence was poor (80.8% non-adherent), with good model fit. E-health literacy was directly associated with adherence ( Conclusion: E-health literacy is associated with better adherence in older adults with chronic comorbidities (directly or through reduced information overload), while family care is associated with a weaker negative impact of anxiety on medication behavior. This "moderated mediation" model suggests future interventions may benefit from improving elderly e-health literacy and integrate family care for targeted multi-level strategies.

Indexed as

AnxietyDrug MonitoringHealth LiteracyMedication AdherenceAgedAged, 80 and overChinaChronic DiseaseComorbidityCross-Sectional StudiesDigital HealthFemaleHumansMaleMiddle AgedSurveys and Questionnairesanxietye-health literacyinformation overloadmedication adherenceolder adults with chronic comorbiditiesstructural equation modeling

Identifiers

PMID42500016
PMCPMC13395613

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LicenceCC BY
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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.