Application of machine learning models in predicting length of stay among healthcare workers in underserved communities in South Africa

Application of machine learning models in predicting length of stay among healthcare workers in underserved communities in South Africa

Abstract Background Human resource planning in healthcare can employ machine learning to effectively predict length of stay of recruited health workers who are stationed in rural areas. While prior studies have identified a number of demographic factors related to general health practitioners’ decis...

Full description

Bibliographic Details
Main Authors: Sangiwe Moyo, Tuan Nguyen Doan, Jessica Ann Yun, Ndumiso Tshuma
Format: Article
Language:English
Published: BMC 2018-12-01
Series:Human Resources for Health
Subjects:
Machine learning
Artificial intelligence
Health workers
Modeling
Staff retention
Online Access:http://link.springer.com/article/10.1186/s12960-018-0329-1

Internet

http://link.springer.com/article/10.1186/s12960-018-0329-1

Similar Items