APS

2026 APS Annual Convention · 2026

Machine Learning Models Aid Coaches In Caregiving Strengths-Based Video Editing Intervention

Barcelona, Spain · May 2026

Posters · Digital Life & Emerging Technology in Psychology

  • 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.

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