Students report that GenAI creates an uneven playing field in assessment, favoring students who use it over those who work independently¶
Claim · All claims
Evidence · 1 study · qualitativer3·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Almost all participants viewed GenAI as creating an uneven playing field between students who do not use GenAI and those who do, with independent workers tending to score lower. → Feyisa Mulisa and Tesfa Mezgebu 2026
Evidence¶
Feyisa Mulisa and Tesfa Mezgebu 2026¶
Feyisa Mulisa and Tesfa Mezgebu. (2026). Tools facilitate cheating, or partner supports learning? GenAI and academic integrity issues from students’ perspectives. International Journal for Educational Integrity. https://doi.org/10.1007/s40979-026-00231-z
q2 · i? · qualitative · r3
Findings from the interviews on assessment fairness report that "GenAI creates an uneven playing field between those students who do not use GenAI and those who do," a view almost all participants shared; students also reported diligent students being demotivated.
"GenAI creates an uneven playing field between those students who do not use GenAI and those who do. Almost all the participants shared this view."
Discussion¶
Related Claims¶
- Uneven GenAI access across teams creates a two-speed culture pressuring teams without access despite equally demanding work — related
- Nearly all students valued learning through effort while feeling drawn toward AI, and split into those who limited use and those whose use conflicted with stated values — related
- Heterogeneous learning curves across practitioners create organizational challenges including perceived unfairness — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
genai-uneven-playing-field-assessment-fairness |
title |
Students report that GenAI creates an uneven playing field in assessment, favoring students who use it over those who work independently |
description |
Students report that GenAI creates an uneven playing field in assessment, favoring students who use it over those who work independently |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — feyisa-mulisa-and-tesfa-mezgebu-2026 |
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