APS
2026 APS Annual Convention · 2026
Machine Learning Models Aid Coaches In Caregiving Strengths-Based Video Editing Intervention
- Victoria Varlack
Stanford University - Anna Parenteau
Stanford University - Lauren Klein
Stanford University - Philip Fisher
Stanford University
Abstract
We will assess whether coaching videos created using an AI-enabled video editor supports increased efficiency while maintaining program fidelity. We plan to recruit coaches servicing early childhood educators as participants. We predict that gains in efficiency will be larger in a naive editor group trained with MLM.