Evidence map›Paper›PMID 42145498›Full record

ArticleFrontiers in public health2026

The impact of stigma on medication adherence among patients with multimorbidity: mediation analysis of medication literacy.

Chunyan Feng, Xiaojing Zhang, Menglan Shen, Rongsong Tang, Chunyan Su

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

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Chunyan Feng *Department of Nursing, Peking University Third Hospital, Beijing, China.
Xiaojing Zhang *Department of General Medicine, Peking University Third Hospital, Beijing, China.
Menglan ShenDepartment of General Medicine, Peking University Third Hospital, Beijing, China.
Rongsong TangDepartment of Endocrine, Peking University Third Hospital, Beijing, China.
Chunyan SuDepartment of Nephrology, Peking University Third Hospital, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: The relationship among stigma, medication literacy and medication adherence in patients with multimorbidity is limited. This study was to explore the relationships among medication literacy, stigma, and medication adherence. Patients and methods: This cross-sectional study adopted a convenient sampling method to survey 221 patients with multimorbidity who attended the general practice department of a tertiary hospital in Beijing, China, from March to October 2023. A self-designed questionnaire was used to collect the patients' sociodemographic data; the Chinese version of the Medication Literacy Scale (C-MLS), Stigma Scale for Chronic Illness (SSCI), and Morisky Medication Adherence Scale were applied to assess their medication literacy, stigma, and medication adherence, respectively. As medication adherence score, medication literacy, and stigma were all continuous variables, analysis of variance (ANOVA) was employed for univariate analysis. To examine the associations among these three variables, pairwise correlation analysis was first performed, followed by mediation analysis to explore their intrinsic relationships. Model fit was evaluated using the Root Mean Square Error of Approximation (RMSEA), Comparative Fit Index (CFI), Normed Fit Index (NFI), and Tucker-Lewis Index (TLI); RMSEA < 0.08 and CFI, NFI, TLI all > 0.90 indicated a good model fit. Results: A total of 221 patients with multimorbidity were included: 123 (55.66%) with 2-3 concurrent chronic diseases, 72 (32.58%) with 4-5, and 26 (11.76%) with ≥6 chronic conditions. Stigma was negatively associated with medication adherence ( Conclusions: Medication literacy, stigma, and medication adherence were closely correlated, and medication literacy may serve as an intermediate variable in the relationship between stigma and medication adherence.

Indexed as

Drug MonitoringHealth LiteracyMedication AdherenceMultimorbiditySocial StigmaAdultAgedChinaCross-Sectional StudiesFemaleHumansMaleMediation AnalysisMiddle AgedSurveys and Questionnairesmediation analysismedication adherencemedication literacymultimorbiditystigma

Identifiers

PMID42145498
PMCPMC13171576

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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 Socratic graph.