Abhay Alaukik

@aalaukik.bsky.social

BA (U of Kansas) -> PhD (U of Florida) | Social cognition, Polarization, Bayesian modeling | Mathematically modeling verbal theories | Website: https://t.co/ZVknrR9hPb

🚨New preprint🚨: Attitude measures like the IAT reveal biased behavior — but the levels across which bias operates are varied. Our new preprint borrows formal modeling approaches from perceptual science to find out where age-valence interactions happen in perceptual processing🧵

(Mic check 1-2-3) I'm on the job market🚨 I’m a social psychologist building computational models to study social cognition, attitudes, polarization, and how people update beliefs. Evidence accumulation models, Hierarchical Bayes, Agent-based models, NLP, etc. Interested in formal theorizing!

Out now in Social Cognition! We present the "Tug-of-War" (computational) model of attitude associations. It posits a specific mechanism behind behavior on implicit cognition tasks (IAT here; working to implement it to other tasks). We believe it enhances theory and psychometrics🙌

Abhay Alaukik@aalaukik.bsky.social · 2y ago

First first-author paper submitted; preprint: osf.io/preprints/ps... We (@colinsmithpsych.bsky.social and @peterkvam.bsky.social ) give a tutorial on a mathematical model of attitudes associations, the Tug-of-war model (TOW), as applied to IAT data (N > 10,000). TOW quantifies associations as (1/13)