Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/43815, first published .
A Risk Prediction Model for Physical Restraints Among Older Chinese Adults in Long-term Care Facilities: Machine Learning Study

A Risk Prediction Model for Physical Restraints Among Older Chinese Adults in Long-term Care Facilities: Machine Learning Study

A Risk Prediction Model for Physical Restraints Among Older Chinese Adults in Long-term Care Facilities: Machine Learning Study

Jun Wang   1 * , MNS ;   Hongmei Chen   2 * , MNS ;   Houwei Wang   3 , BS ;   Weichu Liu   2 , MNS ;   Daomei Peng   4 , BSN ;   Qinghua Zhao   1 , BSN ;   Mingzhao Xiao   5 , MM

1 Department of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

2 Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

3 College of Mathematics and Physics, Chongqing University of Science and Technology, Chongqing, China

4 Aged Care Unit, The First Social Welfare Home of Chongqing, Chongqing, China

5 Department of Urology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

*these authors contributed equally

Corresponding Author:

  • Mingzhao Xiao, MM
  • Department of Urology
  • The First Affiliated Hospital of Chongqing Medical University
  • 1 Youyi Road, Yuzhong District
  • Chongqing, 400016
  • China
  • Phone: 86 13608399433
  • Email: xmz.2004@163.com