NCT07419789

Precision Care for Older Persons

Precision Care for Older Persons With Hip Fractures

• Status: Not Yet Recruiting
• Phase: N/A
• Study type: Interventional
• Enrollment: 218 (estimated)
• Sponsor: Chang Gung Memorial Hospital · Academic / Other
• Sex: All
• Age: 60 Years – 120 Years
• Healthy volunteers: Not accepted

Summary

This study aims to 1) develop an Advanced Person-Centered (APC) Smart Home Care Model that is able to predict patient outcomes; and 2) evaluate the effectiveness of this model by assessing improvements in care and recovery for older individuals post hip fracture.

Detailed description

The APC Smart Home Care Model will be developed as follows: a) incorporate a prediction system based on ML data available from our prior studies; b) incorporate an enhanced feedback system using results from the prediction system, which will allow family caregivers to receive timely alerts and facilitate interactions between home care nurses and caregivers; and c) the APC prediction system will be further developed to allow for implementation of targeted home nursing interventions that can be individualized to meet the specific needs of each family caregiver and the person recovering from hip fracture. A mixed-methods approach will be employed to examine the effectiveness of the system, using a combination of quantitative and qualitative data.

Conditions

• Hip Fractures

Interventions

Type	Name	Description
BEHAVIORAL	Advanced Person-Centered (APC) Smart Home Care Model	Enhanced Smart Care Model (SCM) that incorporates precise predictions of adverse outcomes and improvements in the real-time feedback system for caregivers and person-center home-based nursing.

Timeline

• Start date: 2026-08-01
• Primary completion: 2030-12-31
• Completion: 2030-12-31
• First posted: 2026-02-19
• Last updated: 2026-02-19

Locations

2 sites across 1 country: Taiwan