APS
31st APS Annual Convention
Recent Advances in the Use of Modeling to Explain and Predict Psychological Phenomena: Examples from Social, Health, and Clinical Psychology
Psychological constructs are complex, multivariate, multicausal phenomena. This symposium will introduce models for constructs in Social Psychology (attitudes), Health Psychology (smoking), and Clinical Psychology (panic disorder, treatment outcomes). The four talks include explanatory and predictive models, and cover both idiographic and nomothetic modeling approaches.
Chairs & Discussants
- Eiko FriedChair
Leiden University - Tal YarkoniDiscussant
University of Texas at Austin
Presentations
- Can Psychological Theories of Panic Disorder Explain Panic Attacks? a Non-Linear Dynamical Model of Panic Disorder and Its TreatmentDonald Robinaugh
- Explaining (Un)Predictability: The Attitudinal Entropy (AE) FrameworkJonas Dalege
- Identifying Precision Intervention Targets with Machine Learning: An Idiographic ApproachAaron Fisher
- Comparing 13 Teams’ Approaches to Predicting Psychotherapy Treatment Response: The Stratified Medicine Approaches for Treatment Selection (SMART) Mental Health Prediction TournamentZachary Cohen