Demand prediction of medical services in home and community-based services for older adults in China using machine learning

Demand prediction of medical services in home and community-based services for older adults in China using machine learning

BackgroundHome and community-based services are considered an appropriate and crucial caring method for older adults in China. However, the research examining demand for medical services in HCBS through machine learning techniques and national representative data has not yet been carried out. This s...

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Bibliographic Details
Main Authors: Yucheng Huang, Tingke Xu, Qingren Yang, Chengxi Pan, Lu Zhan, Huajian Chen, Xiangyang Zhang, Chun Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Public Health
Subjects:
home and community-based services
Andersen's behavioral model
Chinese Longitudinal Healthy Longevity Survey
demand prediction model
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2023.1142794/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2023.1142794/full

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