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Features influencing surface acting of different clusters of nursing students in vocational college based on interpretable machine learning: A cross-sectional study

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成果类型:
期刊论文
作者:
Da, Chaojin;Wu, Chen;Ji, Zhenying;Zhang, Yuxin;Sun, Nanzhu;...
通讯作者:
Wang, Q
作者机构:
[Sun, Nanzhu; Yang, Lu; Ji, Zhenying; Zhao, Qiuyan; Zhang, Yuxin; Da, Chaojin; He, Wenjuan] Gansu Hlth Vocat Coll, Sch Clin Nursing, Dept Nursing, Lanzhou, Gansu, Peoples R China.
[Wu, Chen] Shandong Univ, Sch Nursing & Rehabil, Jinan, Shandong, Peoples R China.
[Huang, Yanjin] Univ South China, Sch Nursing, Hengyang, Hunan, Peoples R China.
[Wang, Q; Wang, Qi] Hong Kong Polytech Univ, Sch Nursing, Hong Kong, Peoples R China.
通讯机构:
[Wang, Q ] H
Hong Kong Polytech Univ, Sch Nursing, Hong Kong, Peoples R China.
语种:
英文
关键词:
Gender role;Machine learning;Nursing students;Professional identity;Surface acting
期刊:
Nurse Education in Practice
ISSN:
1471-5953
年:
2025
卷:
82
页码:
104204
基金类别:
This work is supported by Gansu Education Department [grant number: 2023gszyjy-025] and Gansu Institute for Educational Research [grant number: GS[2024]GHB1435]. The funding did not have any influence in the research process. CRediT authorship contribution statement Chaojin Da: Writing – original draft, Software, Project administration, Methodology, acquisition, Formal analysis, Data curation, Conceptualization. Qi Wang: Writing – review & editing, Writing – original draft, Supervision, Methodology. Yanjin Huang: Writing – review & editing, Formal analysis. Wenjuan He: Investigation, Formal analysis. Qiuyan Zhao: Investigation, Formal analysis. Lu Yang: Investigation, Formal analysis. Nanzhu Sun: Investigation, Formal analysis. Yuxin Zhang:
机构署名:
本校为其他机构
院系归属:
护理学院
摘要:
Aim To explore and explain the mechanisms that influence surface acting in nursing students with different characteristics. To explore and explain the mechanisms that influence surface acting in nursing students with different characteristics. Background Nurses are now expected to deliver patient-centered care which necessitates the emotional labor. Surface acting, a form of emotional labor, can lead to negative outcomes. Given that nursing students are the backbone of the future nursing profession, there is an urgent need to investigate their surface acting tendencies and identify potential f...

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