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Enhancing cardiopulmonary physiotherapy education with an AI-driven Smart Learning Platform

A quasi-experimental study

Dados Bibliográficos

ID22424048
AutoresQiu-rong Xie (Fujian University of Traditional Chinese Medicine), Alice Jones (0000-0003-3682-619X, The University of Queensland), Alice Y M Jones, Zheng Jiang (0000-0002-3089-5736, Fujian University of Traditional Chinese Medicine), Bo Sheng (0000-0003-1236-6504, Shanghai University), Xiaoling Wang (0000-0002-2756-2957, Fujian University of Traditional Chinese Medicine), Xiao-Ling Wang (0000-0002-8718-0408), Jia Luo (0000-0002-0445-8794, Fujian University of Traditional Chinese Medicine), Qianqian Chen (0000-0002-6720-189X, Fujian University of Traditional Chinese Medicine), Qian-Qian Chen (0000-0002-3113-8526), Jing Tao (0000-0003-1749-9920, Fujian University of Traditional Chinese Medicine), Jia Huang (0000-0001-7269-6797, Fujian University of Traditional Chinese Medicine, autor correspondente)
Ano2026
Volume26
Fascículo1
Data de publicação2026-04-06
Peer ReviewedSim
Open AccessSim
TipoARTICLE
PeriódicoBMC Medical Education (JOURNAL)
Identificadores do periódicoISSN: 1472-6920 • E-ISSN: 1472-6920
EditoraSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1186/s12909-026-09077-y
PMID41937128
OpenAlexW7150118640
IdiomaEN
Referências citadas26

OBJECTIVE: This study aims to evaluate student acceptance of a Smart Learning Platform (SLP) (based on the Chaoxing Learning SystemTM) to deliver a cardiopulmonary physiotherapy curriculum. The SLP leverages AI-enabled knowledge graphs to facilitate adaptive learning, case-based simulations, and the development of clinical reasoning skills. METHODS: A quasi-experimental design was adopted. The SLP was implemented for 89 students in the 2022 cohort (post-reform group), while 90 students in the 2021 cohort (pre-reform group) received conventional teaching. Both groups completed the Student Evaluation of Educational Quality (SEEQ) questionnaire. Data were analyzed using the Mann-Whitney U test. RESULTS: The median scores across all SEEQ domains were similar between the pre- and post-reform groups, indicating comparable student perceptions of core teaching quality. However, the post-reform group reported statistically significant improvements in mean scores in the domains of Learning Value, Group Interaction, and Knowledge Breadth (all P < 0.05). No significant differences were found in the areas of Course Organization and Workload. CONCLUSION: The SLP demonstrated comparable teaching effectiveness to traditional training while ostensibly enhancing student engagement, perceived learning value, and breadth of knowledge. The SLP represents an acceptable and scalable model for delivering physiotherapy education, particularly when teaching resources are limited.

Curriculum · E learning · Electronic learning · MEDLINE · Online learning · Artificial Intelligence in Healthcare and Education · Phonocardiography and Auscultation Techniques · Simulation-Based Education in Healthcare

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