Files and links (1)
Published, Version of Record (VoR)Open Access via Drexel Libraries Read and Publish Program 2025CC BY V4.0, Open
Journal article
Beyond Decision Making: Considering Collaboration and Agency in the Design of AI-Based Decision-Support Systems for Fast-Response Medical Teams
Proceedings of the ACM on human-computer interaction, v 9(7), pp 1-28
16 Oct 2025
Featured in Collection : Research Supported by Drexel Libraries' OA Programs
Abstract
In addition to aiding decision making, AI-based clinical decision-support systems may need to consider and support provider agency and collaboration between medical providers. We analyzed collaboration and agency within fast-response teams, identifying implications for designing decision-support systems that not only facilitate decision making, but also collaboration and agency. Using an Actor-Network Theory approach, we reviewed videos of 12 pediatric trauma resuscitations and conducted a secondary analysis of 27 interviews with trauma team members. We identified actants in trauma resuscitation, shifts in agency that can occur within fast-response teams during medical emergencies, and factors considered by providers when envisioning the design of decision-support systems. From our analysis, we propose implications for existing human-AI interaction guidelines when designing AI systems for fast-response medical teams. We also highlight parallels between the introduction of clinical practice guidelines and the introduction of AI-based decision-support systems, suggesting that these systems may influence the training and ''clinical gaze'' of providers.
Metrics
20 Record Views
Details
- Title
- Beyond Decision Making: Considering Collaboration and Agency in the Design of AI-Based Decision-Support Systems for Fast-Response Medical Teams
- Creators
- Angela Mastrianni - Drexel UniversityPaige Kmetz-Cutrone - Drexel UniversityKathryn Chang - Drexel UniversityJonathan Y Stein - Drexel UniversityAleksandra Sarcevic (Corresponding Author) - Drexel University
- Publication Details
- Proceedings of the ACM on human-computer interaction, v 9(7), pp 1-28
- Publisher
- Association for Computing Machinery
- Number of pages
- 28
- Grant note
- 2R01LM011834-05 / National Institutes of Health (https://doi.org/10.13039/100000002) 2041772 / National Science Foundation (https://doi.org/10.13039/100000001)
- Resource Type
- Journal article
- Language
- English
- Academic Unit
- Information Science; College of Medicine; College of Computing and Informatics
- Web of Science ID
- WOS:001615063600001
- Scopus ID
- 2-s2.0-105019250696
- Other Identifier
- 991022123483404721
InCites Highlights
Data related to this publication, from InCites Benchmarking & Analytics tool:
- Web of Science research areas
- Computer Science, Cybernetics
- Computer Science, Information Systems