Uploaded April 2026 | Updated September 2026, 4 hours ago
In trauma bays, a team’s collective mind often matters more than individual skill. A recent study by Tepper School Professor Linda Argote and colleagues from the University of Pittsburgh, the Virginia Hospital Center, the Frankfurt School of Finance and Management, and Washington University in St. Louis found that teams with a strong transactive memory system, which is a shared understanding of each member's expertise, significantly improve patient outcomes. By analyzing emergency video recordings, researchers discovered that teams accustomed to working together function as a synchronized unit, anticipating moves to reduce ICU stays by nearly two days and overall hospitalization by more than three. In short, knowing "who knows what" saves lives and speeds recovery.
Read the full paper, "Transactive Memory Systems and Hospital Trauma Team Performance: Shared Experience in Action Teams," in Organization Science: pubsonline.informs.org/doi/10.1287/orsc.2024.19022
Read the press release: https://www.cmu.edu/tepper/news/stories/shared-experience-improved-patient-outcomes
Visit tepperspectives.cmu.edu
###
The Tepperspectives Podcast received generous support from the MBA Class of 2016 Technology Fund.
0:00 - Introduction
3:30 - Interview with Dr. Linda Argote
Made possible in part by the MBA Class of 2016 Technology Fund
Hosted by Emily DeJeu
Produced by John Miller and Nick Wright
Music by Christian Wright
In trauma bays, a team’s collective mind often matters more than individual skill. A recent study by Tepper School Professor Linda Argote and colleagues from the University of Pittsburgh, the Virginia Hospital Center, the Frankfurt School of Finance and Management, and Washington University in St. Louis found that teams with a strong transactive memory system, which is a shared understanding of each member's expertise, significantly improve patient outcomes. By analyzing emergency video recordings, researchers discovered that teams accustomed to working together function as a synchronized unit, anticipating moves to reduce ICU stays by nearly two days and overall hospitalization by more than three. In short, knowing "who knows what" saves lives and speeds recovery.
Read the full paper, "Transactive Memory Systems and Hospital Trauma Team Performance: Shared Experience in Action Teams," in Organization Science: pubsonline.informs.org/doi/10.1287/orsc.2024.19022
Read the press release: https://www.cmu.edu/tepper/news/stories/shared-experience-improved-patient-outcomes
Visit tepperspectives.cmu.edu
###
The Tepperspectives Podcast received generous support from the MBA Class of 2016 Technology Fund.
0:00 - Introduction
3:30 - Interview with Dr. Linda Argote
Made possible in part by the MBA Class of 2016 Technology Fund
Hosted by Emily DeJeu
Produced by John Miller and Nick Wright
Music by Christian Wright

![Pim Assavabhokhin Speaks About AI and Transactive Memory Systems
Tepper School doctoral student Pim Assavabhokhin speaks with Professor Emily DeJeu about how AI can enhance short-term decision accuracy and transactive memory systems to improve team speed. Still, over-reliance on technology can create a dependency.
Pim Assavabhokhin is a third-year Ph.D. student in Organizational Behavior and Theory at the Tepper School of Business at Carnegie Mellon University. Working with Professor Linda Argote and Professor Catherine Shea, her research examines human AI teaming, focusing on how AI systems help teams maintain and coordinate knowledge when transactive memory systems, or the shared understanding of who knows what, are strong, as well as when they break down. She conducts both laboratory and field experiments to understand how AI can support learning, performance, and knowledge continuity in teams. In a related stream of research, Pim investigates how AI reshapes advice seeking and impression management at work, drawing on network theory to examine whether seeking advice from colleagues undermines perceptions of competence and whether AI can serve as a private alternative that preserves access to information without incurring reputational costs.
Working papers:
Assavabhokhin, A., Shea, C, Argote, L. (2025). Artificial Intelligence and Transactive Memory Systems [Working paper]
Assavabhokhin, A., Shea, C, Argote, L. (2025). Examining the Role of AI in Overcoming Workplace Advice-Seeking Barriers [Working paper]
https://www.tepperspectives.cmu.edu
https://www.cmu.edu/tepper
Hosted by Emily DeJeu
Produced by John Miller and Nick Wright
Music by Christian Wright Pim Assavabhokhin Speaks About AI and Transactive Memory Systems](https://i.ytimg.com/vi/q--GaL9d64Y/mqdefault.jpg)








