Table · dataset · 2026
Automation Bias and Legal Reasoning in Law Students: Experimental Dataset on Generative AI Errors
Listed in figshare
Description
<p dir="ltr"><b>This dataset contains experimental data collected from 360 law students to examine automation bias and legal reasoning when using generative artificial intelligence systems that may provide erroneous legal information.</b></p><p dir="ltr">The study includes <b>2,880 student-case observations</b> generated under controlled experimental conditions. Participants were assigned to different AI-assistance conditions designed to evaluate how exposure to accurate or erroneous AI-generated legal recommendations influences legal reasoning, error detection, reliance on AI, and decision-making.</p><p dir="ltr">The dataset supports research on <b>automation bias, generative AI errors, legal reasoning, trust in artificial intelligence, human-AI interaction, and legal education</b>.</p><p dir="ltr">The files include participant-level and case-level information required for reproducible analysis of the experimental design.
The dataset does not contain personally identifying information.</p><p dir="ltr"><b>Participants:</b> 360 law students<br><b>Observations:</b> 2,880 student-case observations<br><b>Research area:</b> Artificial intelligence and legal education<br><b>Study design:</b> Controlled experimental study</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33279963.v1 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computer Science & AI · Earth & Environmental Science · Economics & Finance · Economics of education · Educational administration, management and leadership · Engineering · Humanities · Information systems education · Law reform · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33279963 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:field:380104 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Economics of education'] |
| concepts[field].anzsrc:field:390403 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Educational administration, management and leadership'] |
| concepts[field].anzsrc:field:460906 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Information systems education'] |
| concepts[field].anzsrc:field:480406 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Law reform'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| description | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/description |
| license | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/rights |
| publication_date | source · figshare com | connector:figshare_com@1.0.0 | |
| title | source · figshare com | connector:figshare_com@1.0.0 | /metadata/dc/title |