The Utility of Automated, Data-Driven Clinical Support in Telemedicine for Critical Illness: A Survey-Based Study

A growing number of data-driven clinical decision support (CDS) tools are incorporated into tele-critical care, but the clinician perceptions of their utility are largely unknown. The objective of this web-based survey study was to understand the perceived utility of data-driven CDS in tele-critical care. The survey had 158 respondents (1.1% response rate), with 51.3% stating they currently use a data-driven CDS tool. Of those who responded about the impact of data-driven CDS, most (62.0%) reported a meaningful impact on workup, evidence-based care, or patient outcomes. Survey participants found CDS most useful if they or their colleagues had positive experiences with it, especially if it was responsible for improved patient outcomes. Thus, data-driven CDS is perceived useful for tele-critical care services.

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Publication Details

Journal
Critical Care Explorations
Published
2026-02-25
DOI
https://doi.org/10.1097/cce.0000000000001374
Primary Topic
Electronic Health Records Systems
Type
article
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article

The Utility of Automated, Data-Driven Clinical Support in Telemedicine for Critical Illness: A Survey-Based Study

Jayashree Raikhelkar, Desiree Kosmisky, ANDRE HOLDER, Ahmed Sayed Ahmed et al.
Critical Care Explorations
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article

The Utility of Automated, Data-Driven Clinical Support in Telemedicine for Critical Illness: A Survey-Based Study

Jayashree Raikhelkar, Desiree Kosmisky, ANDRE HOLDER, Ahmed Sayed Ahmed, Krzysztof Laudański, Fiona Winterbottom, Mohamed A. Mahmoud
article en

Abstract

A growing number of data-driven clinical decision support (CDS) tools are incorporated into tele-critical care, but the clinician perceptions of their utility are largely unknown. The objective of this web-based survey study was to understand the perceived utility of data-driven CDS in tele-critical care. The survey had 158 respondents (1.1% response rate), with 51.3% stating they currently use a data-driven CDS tool. Of those who responded about the impact of data-driven CDS, most (62.0%) reported a meaningful impact on workup, evidence-based care, or patient outcomes. Survey participants found CDS most useful if they or their colleagues had positive experiences with it, especially if it was responsible for improved patient outcomes. Thus, data-driven CDS is perceived useful for tele-critical care services.

Critical Care ExplorationsVol. 8(3)
Mayo Clinic (US), Ochsner Health System (US), Emory University (US), Atrium Medical Cente (US), Pulmonary and Allergy Associates (US), Mayo Clinic in Arizona (US), Mayo Clinic in Florida (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 45%
Electronic Health Records Systems
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