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Data · dataset · 2026

Impact of LLM Assistance on Physician Decision-Making

Listed in IISH Dataverse

This dataset contains data from an experimental study examining the use of a ChatGPT-based chatbot to support general practitioners during a differential diagnostic process.

Description

Participants completed clinical vignettes either with access to chatbot support or without chatbot support. The dataset consists of two files.

The first contains post-experiment survey data at the participant level, including pseudonymized participant identifiers, demographic and professional characteristics, previous use of generative AI, attitudes toward AI, and evaluations of the experimental tasks and chatbot support. The second contains clinical vignette data at the vignette-step level, including the clinical information and questions presented to participants, participant responses, expert rubric answers, chatbot-use measures, and scores assigned by independent reviewers.

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Reviewer-specific assessments, agreement indicators, and final scores are included. The files can be linked using the anonymized participant identifier (respondent_id). The data can be used to study the effects of generative-AI chatbot support on diagnostic performance, the diagnostic process, chatbot-use behaviour, and participants' perceptions of generative AI in clinical practice.

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 15 field assertions
SourceKeyLast seenRaw
IISH Dataversedoi:10.34894/NZDCK412 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].dataverse_subject:medicine-health-and-life-sciencessource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].dataverse_subject:social-sciencessource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:computer-science-aimapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:economics-financemapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:life-sciencesmapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:medicine-healthmapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:social-sciencemapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
created_datesource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0
descriptionsource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/description
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