Faculty members reported greater ethical-boundary strictness about GenAI than students, the only group difference surviving Bonferroni adjustment¶
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Evidence · 1 study · associationalr3·q2·i1small
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
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q2 i1 In an unmatched supplementary comparison, faculty members reported greater ethical-boundary strictness than students (Cohen's d = −0.36, p < 0.001), the only group difference remaining significant under the Bonferroni-adjusted criterion. → Yang Z 2026
Evidence¶
Yang Z 2026¶
Yang Z, Yang Y and Liu W (2026) Self-reported learning-oriented GenAI use under perceived teacher-referenced normative tension in Chinese higher education. Front. Psychol. 17:1969743. https://doi.org/10.3389/fpsyg.2026.1969743
q2 · i1 · associational · r3
Supplementary group-level comparison of an unmatched faculty sample with the student sample on GenAI perceptions. Faculty members reported greater ethical-boundary strictness, 'Welch's t(190.15) = −4.01, p < 0.001, Cohen's d = −0.36', the only difference significant under Bonferroni adjustment.
"Faculty members reported greater ethical-boundary strictness than students, Welch's t(190.15) = −4.01, p < 0.001, Cohen's d = −0.36; this was the only group difference that remained significant under the Bonferroni-adjusted criterion."
Discussion¶
Related Claims¶
- A pronounced AI adaptation gap exists across university groups: students report higher current AI-use intensity and perceived usefulness than faculty and administrative staff, whereas staff report stronger academic integrity concerns and greater endorsement of responsible-use norms — related
- Faculty members and students anticipate AI will transform education and professions, sharing concerns that excessive dependence could weaken cognitive skills — related
- Academic integrity, professional development, and equity concerns about AI span all surveyed units, though interpreted differently — related
- Faculty perceptions of student ethical inadequacy contradict students' own acceptance of ethical responsibility, with both groups showing pragmatic conscious acceptance of AI — related
- Faculty members and students identify both user-related and algorithm-related ethical risks in AI use in education — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
faculty-greater-ethical-boundary-strictness-than-students |
title |
Faculty members reported greater ethical-boundary strictness about GenAI than students, the only group difference surviving Bonferroni adjustment |
description |
Faculty members reported greater ethical-boundary strictness about GenAI than students, the only group difference surviving Bonferroni adjustment |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yang-z-2026 |
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