An Experiment on Nudging Clinicians’ Diagnostic Test-Ordering Decision-Making

Lu Bai, Shijia Gao, Frada Burstein, Paul G. Buntine, Liam Hackett

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Abstract

Unnecessary diagnostic tests (UDTs) place an increasing burden on the healthcare system and may cause harm to patients. Nudge has proved to be effective in many public health interventions to steer people’s decisions towards a desirable direction but rarely adopted to change clinicians’ behavior and reduce UDTs. The study investigated the effectiveness of three nudge-based clinical decision support (CDS) interventions—in-line reminder, default nudge and salience nudge—in assisting emergency department (ED) clinician’s diagnostic test ordering. A field experiment with 129 ED clinicians was conducted to evaluate the effectiveness of the nudge CDS. The study contributes to knowledge by showing that nudge strategy could be a promising theoretical foundation to inform CDS designs and identifying viable nudge techniques to be incorporated into CDS. The contribution to practice is the demonstration of how the nudge CDS design is achieved and could be implemented in an Electronic Medical Record system.
Original languageEnglish
Title of host publicationProceedings of the 2024 Pre-ICIS SIGDSA Symposium
EditorsLeo Vijayasarathy, Shwadhin Sharma
Place of PublicationAtlanta Georgia USA
PublisherAssociation for Information Systems
Number of pages17
Publication statusPublished - 2024
EventPre-ICIS SIGDSA Symposium 2024 - Bangkok, Thailand
Duration: 14 Dec 202415 Dec 2024
https://aisel.aisnet.org/sigdsa2024/ (Proceedings)
https://preicis.sigdsa.org/Important.html (Website)

Conference

ConferencePre-ICIS SIGDSA Symposium 2024
Country/TerritoryThailand
CityBangkok
Period14/12/2415/12/24
Internet address

Keywords

  • Clinical decision support
  • nudge
  • unnecessary diagnostic tests
  • experiment

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