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1 Introduction China's rapid economic development and urbanization have led to an increased demand for home and community-based services for older adults, who often spend more of their advanced years in poor health and with disabilities (Zeng et al. 2024). Home visiting nurses play a critical role in delivering personalized care to diverse populations, such as individuals with disabilities or dementia, immobile elderly and terminally ill patients (Eltaybani et al. 2023; Murali et al. 2024).
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