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

Authors

Institutions

Publication Details

Journal
BMC Nursing
Published
2026-02-05
DOI
https://doi.org/10.1186/s12912-026-04371-y
Primary Topic
Geriatric Care and Nursing Homes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Jun Lin, Shaopeng Wang, Jing Zhao, XiaoFei Du et al.
BMC Nursing
Geriatric Care and Nursing Homes
article

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

Jun Lin, Shaopeng Wang, Jing Zhao, XiaoFei Du, Fan Yang, WeiWei Guo
article en

Abstract

No abstract available for this paper.
BMC NursingVol. 25(1)
Universiti Putra Malaysia (MY), National Bureau of Statistics of China (CN), Tangshan College (CN)
Openalex Percentile: Top 68%
Geriatric Care and Nursing Homes
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.