APS
APS Virtual Poster Showcase
Unrelated or Unreliable? Sources of—and Solutions to—the Mismeasurement Pervasive across Psychological Science
Here, we will: (1) describe measurement issues, including low test-retest reliability, that arise across a wide range of behavioral tasks; (2) use simulations to show how such measurement problems bias inference; and (3) show that Bayesian methods including hierarchical Bayesian analysis and adaptive design optimization can improve upon
traditional approaches.
Chairs & Discussants
- Nathaniel HainesChair
The Ohio State University
Presentations
- On the (in)Validity of Behavioral Self-Regulation TasksKevin King
- Reliable, Precise, and Efficient Measurement of Latent Decision-Making Processes Using Bayesian Adaptive Design OptimizationJaeyeong Yang
- Hierarchies Improve Individual Assessment of Temporal Discounting BehaviorM. Fiona Molloy
- Revisiting the Reliability Paradox: Generative Models Infer High Test-Retest Reliability across a Broad Range of Otherwise “Unreliable” Behavioral TasksNathaniel Haines
