A prediction method for older adult care service demand combining improved RF algorithm and logistic regression
The findings indicate that the integrated approach effectively improves prediction accuracy and reliability. The model offers a robust decision-support tool for care service institutions and government departments in resource planning and service allocation for the older population.
Authors
- Ya Fang Wang
- Na Liu
Institutions
- Yancheng Teachers University (CN)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2026-01-09
- DOI
- https://doi.org/10.3389/fpubh.2025.1679228
- Primary Topic
- Intergenerational Family Dynamics and Caregiving
- Type
- article
- Field-Weighted Citation Impact
- 0.00