Evidence map›Paper›PMID 36351558›Full record

ArticleApplied clinical informatics2022

Understanding the Digital Disruption of Health Care: An Ethnographic Study of Real-Time Multidisciplinary Clinical Behavior in a New Digital Hospital.

Oliver J Canfell, Yasaman Meshkat, Zack Kodiyattu, Teyl Engstrom, Wilkin Chan, Jayden Mifsud, Jason D Pole, Martin Byrne, Ella Van Raders, Clair Sullivan

Abstract read
In one paragraph

Article in Applied clinical informatics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
  4. Article
  5. Barriers to and Facilitators of Technology Adoption in Emergency Departments: A Comprehensive Review.International journal of environmental research and public health · 2025
    Review
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  7. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Oliver J CanfellCentre for Health Services Research, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Yasaman MeshkatSchool of Clinical Medicine, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Zack KodiyattuSchool of Clinical Medicine, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Teyl EngstromCentre for Health Services Research, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Wilkin ChanSchool of Clinical Medicine, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Jayden MifsudSchool of Clinical Medicine, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Jason D PoleCentre for Health Services Research, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.
Martin ByrneMetro North Hospital and Health Service, Department of Health, Queensland Government, Herston, Queensland, Australia.
Ella Van RadersMetro North Hospital and Health Service, Department of Health, Queensland Government, Herston, Queensland, Australia.
Clair SullivanCentre for Health Services Research, Faculty of Medicine, The University of Queensland, Herston, Queensland, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding electronic medical record (EMR) implementation in digital hospitals has focused on retrospective "work as imagined" experiences of multidisciplinary clinicians, rather than "work as done" behaviors. Our research question was "what is the behavior of multidisciplinary clinicians during the transition to a new digital hospital?"

objectivesThe aim of the study is to: (1) Observe clinical behavior of multidisciplinary clinicians in a new digital hospital using ethnography. (2) Develop a thematic framework of clinical behavior in a new digital hospital.

methodsThe setting was the go-live of a greenfield 182-bed digital specialist public hospital in Queensland, Australia. Participants were multidisciplinary clinicians (allied health, nursing, medical, and pharmacy). Clinical ethnographic observations were conducted between March and April 2021 (approximately 1 month post-EMR implementation). Observers shadowed clinicians in real-time performing a diverse range of routine clinical activities and recorded any clinical behavior related to interaction with the digital hospital. Data were analyzed in two phases: (1) content analysis using machine learning (Leximancer v4.5); (2) researcher-led interpretation of the text analytics to generate contextual meaning and finalize themes.

resultsA total of 55 multidisciplinary clinicians (41.8% allied health, 23.6% nursing, 20% medical, 14.6% pharmacy) were observed across 58 hours and 99 individual patient encounters. Five themes were derived: (1) Workflows for clinical documentation; (2) Navigating a digital hospital; (3) Digital efficiencies; (4) Digital challenges; (5) Patient experience. There was no observed harm attributable to the digital transition. Clinicians primarily used blended digital and paper workflows to achieve clinical goals. The EMR was generally used seamlessly. New digital workflows affected clinical productivity and caused frustration. Digitization enabled multitasking, clinical opportunism, and benefits to patient safety; however, clinicians were hesitant to trust digital information.

conclusionThis study improves our real-time understanding of the digital disruption of health care and can guide clinicians, managers, and health services toward digital transformation strategies based upon "work as done."

Indexed as

Anthropology, CulturalHospitalsAttitude of Health PersonnelElectronic Health RecordsHumansRetrospective Studies

Identifiers

PMID36351558
PMCPMC9646403

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.