Recruiting and active studies

Recruiting

Conversation Flow-Based Learning for Community Intelligence Extraction

Fine-tuning transformers on hierarchical Reddit threads to extract collective personality, burnout, and critical-issues profiles from a single model — no per-assessment retraining.

Status: Recruiting

Eligibility: Open to collaborators interested in NLP, computational social science, or organizational assessment

Commitment: Async; reading drafts / discussing methodology

Recruiting

Correlated Color Temperature, Spectrum, and Flow States

A study of how controlled warm and cool room lighting affects focus, flow, and alertness during everyday mental work.

Status: Recruiting

Eligibility: Adults 18+ who regularly do focused mental work and can attend three daytime visits; additional screening criteria apply.

Commitment: Three approximately 90-minute daytime visits on different days

Recruiting

Effects of Fatigue on Multitasking Behavior and Performance Using Wearable Sensing

A study of how multitasking and task length affect mental effort, performance, and physiological responses during Tetris gameplay.

Status: Recruiting

Eligibility: Adults 18+ who can use a keyboard or controller, view a screen, and wear a wrist sensor; additional screening criteria apply.

Commitment: One approximately 90-minute visit