Analysis of the factors influencing the salary level and satisfaction of medical staff in hospitals in less developed areas of Western China based on machine learning algorithms: evidence from Guangxi Zhuang Autonomous Region.

Journal: BMC health services research
PMID:

Abstract

BACKGROUND: Compensation plays a critical role in motivating staff and enhancing operational performance and human resource costs in hospitals. This study was aimed at investigating pay levels and the key factors influencing pay satisfaction in secondary and tertiary public hospitals in Guangxi.

Authors

  • Xinyi Xu
    School of Micro-Nano Electronics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 310027, China.
  • Qisheng Gao
    School of Public Health, Hangzhou Medical College, Binwen Road, Hangzhou, Zhejiang Province, 310059, People's Republic of China.
  • Tengyan Wu
    School of Information and Management, Guangxi Medical University, Shuangyong Road, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
  • Wenhui Zhuang
    Department of Humanities and Social Sciences, Guangxi Medical University, Shuangyong Road, Qingxiu District, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
  • Yejia Mo
    Department of Humanities and Social Sciences, Guangxi Medical University, Shuangyong Road, Qingxiu District, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
  • Wenjun Zhang
    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China.
  • Bo Wei
    1 Department of General Surgery, Chinese PLA General Hospital, Beijing 100853, China.
  • Zhong Tang
    Department of Humanities and Social Sciences, Guangxi Medical University, Shuangyong Road, Qingxiu District, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China. tangzhong@stu.gxmu.edu.cn.
  • Pinghua Zhu
    College of Humanities and Social Sciences, Guangxi Medical University, Nanning, China.