Research on Nursing Echelon Training and Nursing Education Resources Optimization Path in Secondary Hospitals
- VernacularTitle:二级医院护理梯队培养与护理教育资源优化路径研究
- Author:
Fang BAI
1
;
Miao LI
;
Jun LI
;
Defei ZENG
;
Meijuan ZHU
;
Ping ZHANG
;
Yuyun WANG
;
Huan LIAO
;
Chunping LIU
Author Information
1. 海南医科大学 海南 海口 571199;海南医科大学第一附属医院 海南 海口 570100
- Publication Type:Journal Article
- Keywords:
secondary hospitals;
nursing education resource;
topic modeling;
sentiment analysis;
Social Network Analysis
- From:
Chinese Hospital Management
2025;45(6):77-80
- CountryChina
- Language:Chinese
-
Abstract:
Objective Focusing on the problems of unbalanced nursing education resources and insufficient training,it discusses the path of nursing echelon training and nursing education resources optimization in secondary hospitals.Methods Based on nursing questionnaire,interview data and platform logs from 4 secondary hospitals in Hainan Province,Latent Dirichlet Allocation topic modeling,sentiment analysis and Social Network Analysis were used.Identify the core problems of educational resources and training system and propose optimization schemes.Results Topic modeling revealed that insufficient educational resources and information silos were major obstacles to shared platform development.Similarity analysis result showed high consistency in feedback regarding disconnected training content and single training models.Sentiment analysis result indicated that 50％of negative feedback focused on inadequate evaluation and incentive mechanisms.Social Network Analysis validated the significant role of multi-node collaboration in optimizing resource flows.Conclusion Building shared platforms,implementing differentiated training systems,and developing localized nursing faculty are critical pathways to achieving homogenized nursing education,providing valuable references for optimizing regional nursing education.
