tAlfa: Enhancing Team Effectiveness and Cohesion with AI-Generated Automated Feedback

Authors: Mohammed Almutairi, Charles Chiang, Yuxin Bai, Diego Gomez-Zara

Published: 2025

Publication: ArXiv

tAIfa, an AI tool using LLMs, enhances team communication and cohesion through automated feedback based on interaction analysis.

Methods: Between-subjects study where team interactions were analyzed by an AI agent (tAIfa) to deliver feedback on strengths and areas for improvement.

Key Findings: Team communication, contributions, and cohesion with and without tAIfa's feedback.

Limitations: Limited sample size and dependency on the specific capabilities of existing LLMs, which may impact generalizability.

Institution: University of Notre Dame

Research Area: Human-AI Interaction, Team Effectiveness, Automated Feedback, LLMs

Discipline: Human-Computer Interaction (HCI)

Sample Size: 18 participants