Evidence map›Paper›PMID 40309722›Full record

ArticleDiabetes, metabolic syndrome and obesity : targets and therapy2025

Effectiveness of Pharmacist-Led Training Regarding Medication for Type 2 Diabetes, Based on Patient and Physician Medication-Related Issues Identified in China.

Zhong Hui Yang, Chang Juan Cheng, Guo Mei Chen, Ji Huang, Hai Zhou, Jie Jiang, Zhen Ye, Yu Fang Weng, Hai Hong Tan

Abstract read
In one paragraph

Article in Diabetes, metabolic syndrome and obesity : targets and therapy, 2025. 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

9 authors.

Zhong Hui Yang *Department of Pharmacy, Taicang First People's Hospital, Soochow University, Taicang, Jiangsu, People's Republic of China.
Chang Juan ChengDepartment of Pharmacy, Taicang First People's Hospital, Soochow University, Taicang, Jiangsu, People's Republic of China.ORCID 0009-0007-2353-360X
Guo Mei ChenDepartment of Pharmacy, Taicang First People's Hospital, Soochow University, Taicang, Jiangsu, People's Republic of China.
Ji Huang *Department of Pharmacy, Taicang First People's Hospital, Soochow University, Taicang, Jiangsu, People's Republic of China.
Hai ZhouHealth Service Center of Chengxiang Town, Taicang, Jiangsu, People's Republic of China.
Jie JiangTaicang Port District People's Hospital, Taicang, Jiangsu, People's Republic of China.
Zhen YeHuangjing People's Hospital of Taicang City, Taicang, Jiangsu, People's Republic of China.
Yu Fang WengTaicang Shuangfeng People's Hospital, Taicang, Jiangsu, People's Republic of China.
Hai Hong TanDepartment of Pharmacy, Taicang First People's Hospital, Soochow University, Taicang, Jiangsu, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aim: To determine the effect of pharmacist-led specialized medication training on rational drug prescription by family physicians, and to characterize the drug-related issues and glycemic control of patients. Methods: We performed a study led by clinical pharmacists. Using surveys of medication use by doctors and patients, a 1-year training program was developed to improve the knowledge of family physicians regarding appropriate drug use. It consisted of an initial survey to assess both physician knowledge and patient medication use, followed by a training program designed to address the identified deficiencies. The program comprised quarterly group training sessions focusing on medication updates, guidelines, and clinical case discussions. Cross-sectional sampling was performed before and after doctors' intervention, carry out a questionnaire survey and compare the questionnaire scores. Patients were randomly sampled before intervention, medication problems were investigated before and after intervention. The effects of the intervention were evaluated by comparing the survey results before and after, with focuses on drug knowledge, rational prescribing, and patient outcomes such as blood glucose control. Results: Before and after the intervention, 120 valid questionnaires were collected from family doctors in each group. Both groups were principally composed of general practitioners with primary titles, but most had 0-5 years of experience, followed by >20 years. A total of 361 patients were sampled (174 men; mean age 66.8±9.62 years), of whom 215 (59.6%) had had type 2 diabetes for 6-15 years, and 126 (34.9%) had had the disease for ≤5 years. After the training, the score had significantly improved, from 32.67±6.14 to 37.12±6.24 ( Conclusion: The intervention studied improved family physicians' knowledge of medication for type 2 diabetes, reduced the number of medication issues for patients, and improved their FPG concentrations. It should provide a valuable reference for chronic disease management. This pharmacist-led training approach could be expanded to improve medication practices and patient outcomes on a larger scale, particularly for the purposes of chronic disease management. By including such programs, medication-related issues could be reduced in number and overall treatment effectiveness could be enhanced.

Indexed as

chronic disease managementclinical pharmacistprimary healthcarespecialized medication trainingtype 2 diabetes mellitus

Identifiers

PMID40309722
PMCPMC12042202

What Socratic 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 Socratic graph.