Evidence map›Paper›PMID 41764497›Full record

ArticleBMC public health2026

Development and psychometric validation of a medication literacy scale for glucose-lowering therapy in Chinese adults with type 2 diabetes mellitus.

Siying Liu, Nan Wan, Zhaoyi Ye, Lingna Yu, Xiaochun Yang, Meizheng Lai, Yutao Lan

Abstract readValidation Study
In one paragraph

Article in BMC 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.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Siying LiuSchool of Nursing, Guangdong Pharmaceutical University, Guangzhou, China.
Nan WanSchool of Nursing, Guangdong Pharmaceutical University, Guangzhou, China.
Zhaoyi YeSchool of Nursing, Guangdong Pharmaceutical University, Guangzhou, China.
Lingna YuDepartment of Nursing, Guangdong Second Provincial General Hospital, Guangzhou, China.
Xiaochun YangDepartment of Endocrinology, Guangdong Second Provincial General Hospital, Guangzhou, China.
Meizheng LaiDepartment of Endocrinology, Guangzhou Red Cross Hospital, Guangzhou, China.
Yutao LanSchool of Nursing, Guangdong Pharmaceutical University, Guangzhou, China. lanyutao@gdpu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedication literacy is essential for the safe and effective use of glucose-lowering therapies in adults with type 2 diabetes mellitus (T2DM). Existing instruments insufficiently capture the multidimensional competencies required for long-term medication management, and no validated tool is available for Chinese adults. This study aimed to develop and psychometrically validate the medication literacy scale for glucose-lowering therapy in adults with T2DM (MLSGT-T2DM) based on the Information–Motivation–Behavioral Skills (IMB) model.

methodsThe study was conducted from December 2024 to November 2025 and divided into three phases. Phase 1: An initial item pool was developed through a comprehensive literature review and semi-structured interviews with 18 patients with T2DM. Phase 2: Two rounds of Delphi expert consultation were conducted with 16 multidisciplinary experts, among whom 10 evaluated the content validity of the scale, and two rounds of cognitive interviews were carried out with 11 patients to assess face validity. Phase 3: The reliability of the scale was tested by internal consistency, split-half reliability, and retest reliability, and the validity of the scale was measured by exploratory factor analysis (EFA = 300) and confirmatory factor analysis (CFA = 276).

resultsEFA supported a six-factor structure nested within three IMB dimensions (information, motivation, behavioral skills). CFA confirmed good model fit (χ²/df = 2.264, CFI = 0.924, TLI = 0.914, RMSEA = 0.068, SRMR = 0.056). Convergent and discriminant validity were satisfactory. Reliability indices demonstrated strong internal consistency (Cronbach’s α = 0.902; McDonald’s ω = 0.904), acceptable split-half reliability (0.766), and high test–retest stability (ICC = 0.898). The final MLSGT-T2DM comprises 24 items.

conclusionThe MLSGT-T2DM is a psychometrically robust and theoretically grounded instrument for assessing glucose-lowering medication literacy among Chinese adults with T2DM. Its multidimensional structure enables precise identification of knowledge, motivational, and behavioral skill gaps, supporting targeted patient education and more effective diabetes self-management interventions.

Indexed as

Diabetes Mellitus, Type 2Health LiteracyHypoglycemic AgentsAdultAgedChinaEast Asian PeopleFemaleHumansInformation Motivation Behavioral Skills ModelMaleMiddle AgedPsychometricsReproducibility of ResultsSurveys and QuestionnairesHypoglycemic AgentsMedication literacyReliability and validityScale developmentType 2 diabetes mellitus

Identifiers

PMID41764497
PMCPMC13019954

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.