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.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FNZDCK4 ↗
landing page · from datasets iisg amsterdam
- DOI doi.org/10.34894/nzdck4 ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 1
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FNZDC… ↗
metadata API · from datasets iisg amsterdam
Topics
- Stated by source
- Business and Management · Medicine, Health and Life Sciences · Social Sciences
- From keywords
- Community and primary care · Computer Science & AI · Economics & Finance · Life Sciences · Medicine & Health · Social Science
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/NZDCK4 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:420503 | mapping · datasets iisg amsterdam | vocabulary-mapper@1.0.0 | keywords['primary care'] |
| concepts[field].dataverse_subject:business-and-management | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| created_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| description | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /description |
| publication_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| title | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /name |
| updated_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| version_label | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 |