APS

2025 APS Annual Convention

Predicting Critical Psychological Events for the Utilization of Just-in-Time Adaptive Interventions

Friday, May 23, 2025 · Washington, DC

Oral · Methodology

Just-in-time adaptive interventions show great promise for intervening on psychological disorders based on inputs collected from ecological momentary assessment studies. A challenge in this arena is successfully predicting these psychological episodes in order to best offer therapeutic intervention. In this symposium, we offer statistical solutions to this issue.

Chairs & Discussants

  • Teague HenryChair
    University of Virginia

Presentations

  1. The Use of Conditional Variance in Predicting Critical Psychological EventsLindley Slipetz
  2. The Potential of Early Warning Signs in Predicting Panic AttacksDonald Robinaugh
  3. Building Personalized Machine Learning Models Using Real-Time Monitoring Data to Predict Idiographic Suicidal ThoughtsShirley Wang