Machine learning-driven model for predicting knowledge, attitudes, and practices regarding medication safety among residents in Hubei, China

Residents of Hubei have a fundamental grasp of medication safety but also harbor certain misconceptions. Effective pharmaceutical science communication should take into account the characteristics of the residents and the identified risk factors.

Authors

Institutions

Publication Details

Journal
Frontiers in Public Health
Published
2025-06-02
DOI
https://doi.org/10.3389/fpubh.2025.1574531
Citations
1
Primary Topic
Pharmaceutical Practices and Patient Outcomes
Type
article
Field-Weighted Citation Impact
1.22

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Machine learning-driven model for predicting knowledge, attitudes, and practices regarding medication safety among residents in Hubei, China

Tao Zhou, Chao Mei, Shi Chen, Sanlan Wu et al.
1 citations
Frontiers in Public Health
Pharmaceutical Practices and Patient Outcomes
1.22
article

Machine learning-driven model for predicting knowledge, attitudes, and practices regarding medication safety among residents in Hubei, China

Tao Zhou, Chao Mei, Shi Chen, Sanlan Wu, Wei-Jing Gong, Yu Zhang, Yongning Lv
article en
1 citations

Abstract

Residents of Hubei have a fundamental grasp of medication safety but also harbor certain misconceptions. Effective pharmaceutical science communication should take into account the characteristics of the residents and the identified risk factors.

Frontiers in Public HealthVol. 13
Union Hospital (HK), Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China, Chinese Pharmaceutical Association, China International Medical Foundation
Openalex Percentile: Top 22%
Pharmaceutical Practices and Patient Outcomes
1.22
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.