Balancing Efficiency and Empathy: Healthcare Providers' Perspectives on AI-Supported Workflows for Serious Illness Conversations in the Emergency Department
arXiv:2506.00241v2 Announce Type: replace Abstract: Serious Illness Conversations (SICs), discussions about values and care preferences for patients with life-threatening illness, rarely occur in Emergency Departments (EDs), despite evidence that early conversations improve care alignment and reduce unnecessary interventions. We interviewed 11 ED providers to identify challenges in SICs and opportunities for technology support, with a focus on AI. Our analysis revealed a four-stage SIC workflow (identification, preparation, conduction, documentation) and barriers at each stage, including fragmented patient information, limited time and space, lack of conversational guidance, and burdensome documentation. Providers expressed interest in AI systems for synthesizing information, supporting re
Authors:Menglin Zhao, Zhuorui Yong, Ruijia Guan, Kai-Wei Chang, Adrian Haimovich, Kei Ouchi, Timothy Bickmore, Zhan Zhang, Bingsheng Yao, Dakuo Wang, Smit Desai
View PDF HTML (experimental)
Abstract:Serious Illness Conversations (SICs), discussions about values and care preferences for patients with life-threatening illness, rarely occur in Emergency Departments (EDs), despite evidence that early conversations improve care alignment and reduce unnecessary interventions. We interviewed 11 ED providers to identify challenges in SICs and opportunities for technology support, with a focus on AI. Our analysis revealed a four-stage SIC workflow (identification, preparation, conduction, documentation) and barriers at each stage, including fragmented patient information, limited time and space, lack of conversational guidance, and burdensome documentation. Providers expressed interest in AI systems for synthesizing information, supporting real-time conversations, and automating documentation, but emphasized concerns about preserving human connection and clinical autonomy. This tension highlights the need for technologies that enhance efficiency without undermining the interpersonal nature of SICs. We propose design guidelines for ambient and peripheral AI systems to support providers while preserving the essential humanity of these conversations.
Comments: To appear at ACM CHI'26
Subjects:
Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI)
Cite as: arXiv:2506.00241 [cs.HC]
(or arXiv:2506.00241v2 [cs.HC] for this version)
https://doi.org/10.48550/arXiv.2506.00241
arXiv-issued DOI via DataCite
Related DOI:
https://doi.org/10.1145/3772318.3791301
DOI(s) linking to related resources
Submission history
From: Smit Desai [view email] [v1] Fri, 30 May 2025 21:15:57 UTC (1,489 KB) [v2] Tue, 31 Mar 2026 17:06:18 UTC (10,956 KB)
Sign in to highlight and annotate this article

Conversation starters
Daily AI Digest
Get the top 5 AI stories delivered to your inbox every morning.
More about
announceanalysisperspectiveSpeech to Sprout Summit on prioritisation in New Zealand’s science, innovation and technology system
It’s a pleasure to be here at the Sprout Summit, surrounded by people who are quite literally designing the future of agrifood, ag‑tech and deep‑tech innovation in New Zealand. The theme of this year’s summit “The Catalyst: Connecting Industry, Innovation, and Investment”, is timely. It speaks to the kind of system New Zealand needs to build: one where science, ideas, and capital connect seamlessly, and where innovation can move quickly from concept to commercial reality. New Zealand is at an important economic turning point. After several difficult years, marked by high inflation, weak productivity and declining business confidence, the economy is slowly turning a corner, notwithstanding external shocks. Strengthening that recovery, and our ability to rebound after shocks, and lifting New
Knowledge Map
Connected Articles — Knowledge Graph
This article is connected to other articles through shared AI topics and tags.


Discussion
Sign in to join the discussion
No comments yet — be the first to share your thoughts!