Determinants and prediction of home nursing utilization among older adults in China: an integration of logistic regression and XGBoost algorithm

Objective: To analyze the factors and their interactions influencing home nursing utilization among older adults in China, and to provide a scientific basis for enhancing home nursing services and improving life quality for older adults. Methods: We utilized nationally representative data from the 2...

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Main Authors:	Zhao, Jing, Du, Xiao Fei, Lin, Jun, Guo, Wei Wei, Wang, Shao Peng, Yang, Fan
Format:	Article
Language:	en
Published:	BioMed Central Ltd 2026
Subjects:	Nursing (all)
Online Access:	http://psasir.upm.edu.my/id/eprint/124805/1/124805.pdf http://psasir.upm.edu.my/id/eprint/124805/ https://link.springer.com/10.1186/s12912-026-04371-y
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