Evidence map›Paper›PMID 41939839›Full record

ArticleFrontiers in pharmacology2026

Development and evaluation of the pharmacist intervention evaluation (PIE) system: a modified classification for drug-related problems in Chinese tertiary hospitals.

Chunlei Li, Jinyu Cui, Xiao Liang, Lingzi Zhang, Xiaoyi Guo, Yanxiao Xiang, Anchang Liu

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 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

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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

7 authors.

Chunlei LiDepartment of Pharmacy, Qilu Hospital of Shandong University, Jinan, China.
Jinyu CuiDepartment of Clinical Pharmacy, School of Pharmaceutical Sciences, Shandong University, Jinan, China.
Xiao LiangDepartment of Pharmacy, Qilu Hospital of Shandong University, Jinan, China.
Lingzi ZhangDepartment of Pharmacy, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China.
Xiaoyi GuoDepartment of Pharmacy, Qilu Hospital of Shandong University, Jinan, China.
Yanxiao XiangDepartment of Pharmacy, Qilu Hospital of Shandong University, Jinan, China.
Anchang LiuDepartment of Pharmacy, Qilu Hospital of Shandong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Identification and intervention of drug-related problems (DRPs) is a cornerstone for pharmaceutical care. An effective classification system of DRPs enables to identify the origin of DRPs and improve performance management of pharmacists. However, a standardized DRPs classification system tailored to the Chinese healthcare environment has not been established. Aim: To establish and validate Pharmacist Intervention Evaluation (PIE) System, which is a modified Pharmaceutical Care Network Europe (PCNE) DRPs classification system, and further compared the efficacy, acceptability, and feasibility with PCNE system in tertiary hospitals in China. Methods: This study used a multi-phase methodological design comprising (1) development and content refinement of the PIE classification through structured expert consensus and pilot testing, and (2) a prospective, multi-center field evaluation using consecutively captured DRP reports from routine clinical pharmacy practice. A total of 1398 DRP reports were identified, intervened, and recorded by clinical pharmacists according to PCNE and PIE systems, respectively. The classification efficacy, acceptability, and feasibility of the two systems were compared. Multivariate regression analysis was employed to identify factors associated with classification efficacy of PIE system. Results: PIE system, consisting of 6 primary and 27 secondary categories, was constructed and validated through expert consensus and multi-center prospective studies. PIE system achieved a significantly higher classification efficacy than PCNE system (92.06% vs. 73.10%, Conclusion: PIE system, a modified DRPs classification system adapted to Chinese healthcare settings, was successfully established and validated. PIE system provides a valuable tool for DRPs management, source tracing, and pharmacist performance evaluation in China.

Indexed as

China tertiary hospitalsclassification efficacydrug-related problems (DRPs)pharmaceutical care network Europe (PCNE)pharmacist intervention evaluation

Identifiers

PMID41939839
PMCPMC13043993

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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.