Sentiment scores in GenAI guidelines do not differ significantly by institution size, though small institutions show the highest mean¶
Claim · All claims
Evidence · 1 study · qualitativer2·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person · recheck by 2030: baselines and conditions change
Subclaims¶
Reading the evidence codes
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q2 i? A Kruskal–Wallis test found no statistically significant differences in sentiment scores based on institution size, despite small institutions having the highest mean (0.975273). → Yunjo An 2025
Evidence¶
Yunjo An 2025¶
Yunjo An, Ji Hyun Yu and Shadarra James. (2025). Investigating the higher education institutions' guidelines and policies regarding the use of generative AI in teaching, learning, research, and administration. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-025-00507-3
q2 · i? · qualitative · r2
Sentiment analysis of the 214-document corpus across institution sizes: small (mean = 0.975273), medium (mean = 0.961407), large (mean = 0.952171). The article reports the Kruskal–Wallis result as "no statistically significant differences in sentiment scores based on institution size"; the size trend is descriptive only.
"The Kruskal–Wallis test was then applied, producing a statistic of 1.9726 (p = 0.3730). This indicates no statistically significant differences in sentiment scores based on institution size."
Discussion¶
Related Claims¶
- Sentiment toward GenAI in university guidelines is highly positive and does not differ significantly between private and public institutions — related
- University-wide AI policies in US R1/R2 institutions are moderately positive in sentiment toward AI adoption
- Sentiment differs significantly across target audiences, with faculty-targeted guidelines more positive than student-targeted ones — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
no-sentiment-difference-institution-size |
title |
Sentiment scores in GenAI guidelines do not differ significantly by institution size, though small institutions show the highest mean |
description |
Sentiment scores in GenAI guidelines do not differ significantly by institution size, though small institutions show the highest mean |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
recheck_by |
2030 |
generated |
by process:wiki-ingest on 2026-10-15 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yunjo-an-2025 |
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