Table · dataset · 2026
: <i>De-identified trial-level data for Bayesian modelling of football referees’ card decisions (fixed-80 endpoint)</i>
Listed in figshare
<p dir="ltr">This dataset accompanies the submitted manuscript ‘Expertise in Football Referees’ Card Decisions: A Bayesian Diffusion Model of Evidence Accumulation’.
Description
It contains de-identified trial-level records from the fixed endpoint of 80 referees (40 high-level: 19 national-level and 21 pre-national; 40 Level 3). The primary card-sanction prompt contains 3,040 recorded trials before cleaning and 2,999 trials retained under the prespecified rule that participant answers must be 1–4 and response time must be 0.300–8.000 s inclusive.
The workbook also includes 9,120 selected-80 records across the three judgement prompts, of which 9,012 meet the corresponding answer/response-time rule, plus participant-level behavioural summaries, posterior-predictive RT source values, and DDM posterior/contrast summaries used by the manuscript figures and tables. Names, sex, original numeric IDs, source-video paths, video identifiers, and linkable mapping keys are excluded.
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The public workbook therefore supports reproducibility of the reported analyses without redistributing participant identifiers or copyrighted UEFA video references. Missing values are blank Excel cells; the raw sheets retain validity flags and exclusion reasons, whereas the analysis-input sheets contain only records retained by the stated rule. Ethics approval: Shaanxi Normal University Ethics Committee, Approval No. 202416055; all participants provided informed consent.
Public release of de-identified human participant data remains subject to the authors’ institutional consent and data-governance confirmation.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33745054.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 · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Law in context 72% · Video 75%
Provenance · 1 source records, 18 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| figshare | oai:figshare.com:article/33745054 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].anzsrc:group:4804 | enrichment · figshare com | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| 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 | |
| concepts[modality].local:modality:video | enrichment · figshare com | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |