Evidence map›Paper›PMID 41743548›Full record

ArticleFrontiers in endocrinology2026

The association of beliefs about medicines with medication adherence and glycemic control among patients with type 2 diabetes: a cross-sectional survey.

Haiyan Li, Nannan Wang, David J McIver, Lu Zhang, Junfei Shi, Dongwei Liu, Hui Min

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper 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.

Haiyan Li *Department of Pharmacy, Xi'an People's Hospital (Xi'an Fourth Hospital), Xi'an, China.
Nannan Wang *Department of Pharmacy, The Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.
David J McIverMclver Epi Scientific Consulting, Nanaimo, BC, Canada.
Lu ZhangDepartment of Pharmacy, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Junfei ShiDepartment of Pharmacy, The Second Affiliated Hospital of Inner Mongolia Medical University, Hohhot, China.
Dongwei LiuDepartment of Pharmacy, Xi'an People's Hospital (Xi'an Fourth Hospital), Xi'an, China.
Hui MinDepartment of Pharmacy, Xi'an People's Hospital (Xi'an Fourth Hospital), Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Beliefs about medicines have been identified as important determinants of medication adherence for multiple chronic diseases such as hypertension, diabetes, and asthma. This study aimed to examine the association of beliefs about medicines with medication adherence and glycemic control among patients with type 2 diabetes (T2D) in Xi'an, China. Methods: A cross-sectional study was conducted with T2D patients recruited from two large tertiary hospitals in Xi'an, China, from August 1, 2024 to March 31, 2025. The Beliefs about Medicines Questionnaire (BMQ) was used to assess patients' beliefs about hypoglycemic agents, and the Adherence to Refills and Medications Scale in Diabetes (ARMS-D) was used to assess adherence to hypoglycemic agents. The recommended cut-off of HbA1c<7.0% was used as an indicator of glycemic control. Logistic regression analyses were performed to investigate the determinants of both medication adherence and glycemic control. Receiver operating characteristic (ROC) analyses were conducted to assess the performance of the logistic regression model in predicting adherence to hypoglycemic agents. Results: Of these 446 patients enrolled in the study, the overall medication adherence was 32.5%, while 30.5% of patients achieved adequate glycemic control (HbA1c <7.0%). Multivariable logistic regression analyses revealed that patients who expressed stronger concern beliefs about the medicine had 1.20 (95% CI = 1.130-1.264) and 1.08 (95% CI = 1.022-1.136) times greater odds of non-adherence to hypoglycemic agents and inadequate glycemic control, respectively, than those expressed weaker concern beliefs, while necessity beliefs about the medicine were significantly negatively associated with medication non-adherence (adjusted OR 0.873 [0.814, 0.936]; p<0.001) and inadequate glycemic control (adjusted OR 0.916 [0.853, 0.983]; p = 0.015). This study found that presence of comorbidities and longer duration of diabetes (>10 years) was associated with medication adherence. Diabetes duration for 5-10 years and higher income were found to be associated with glycemic control, while taking injectable hypoglycemic agents and alcohol consumption were associated with inadequate glycemic control among T2D patients. Conclusion: This study revealed the status of suboptimal glycemic control and medication adherence of patients with T2D in Xi'an. Pharmacists and nurses could play an important role in educational and behavioral intervention of patients' beliefs about medicines.

Indexed as

Diabetes Mellitus, Type 2Drug MonitoringGlycemic ControlHealth Knowledge, Attitudes, PracticeHypoglycemic AgentsMedication AdherenceAgedBlood GlucoseChinaCross-Sectional StudiesFemaleGlycated HemoglobinHumansMaleMiddle AgedSurveys and QuestionnairesBlood GlucoseGlycated HemoglobinHypoglycemic Agentsbeliefs about medicinesChinaglycemic controlhypoglycemic agentsmedication adherencenursespharmacists

Identifiers

PMID41743548
PMCPMC12929140

What Socratic holds

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LicenceCC BY
Read underepoch 390

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 Socratic graph.