Peer AI use diminished some students' sense of their own effort's value through social comparison, independent of their own AI use¶
Claim · All claims
Evidence · 1 study · qualitativer3·q2
Currency · no dated study recorded · 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? Several students described their effort feeling diminished by awareness that peers could or did use AI, framing it as unfairness or devaluation. → social-1
Evidence¶
social-1¶
Keith Tran, Colton Harper, and Thomas Price. 2026. "Why Put in This Much Effort?": How AI Availability Shapes Students' Motivation in Introductory Programming. In Proceedings of the ACM Conference on International Computing Education Research Vol. 1 (ICER 2026 Vol. 1). https://doi.org/10.1145/3765964.3811653
q2 · i? · qualitative · r3
In the social-comparison findings of this interview study, five participants described peer AI use undermining their effort's value. P13 asked "there's these people that use AI, can get a higher grade than me for putting in less effort. So it's just, why put in this much effort?"
"several students (P5, P6, P11, P12, P13) described their effort feeling diminished not by their own AI use, but by awareness that peers could or did use it."
Discussion¶
Related Claims¶
- Knowing AI could complete assignments made the cost of independent programming effort feel less worthwhile to strongly motivated students — related
- Some students described confidence in programming that depended on AI being available — related
- AI availability led some students to question the long-term value of programming skills, while others saw programming as equally or more valuable — 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
- Students in both conditions named awareness of their reliance on AI as the most valuable course outcome, and unrestricted-AI students described shallow engagement they could not stop — related
- Students who used AI reported feeling less accomplished, with heavier reliance associated with greater loss of satisfaction — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
peer-ai-use-social-comparison-devalues-effort |
title |
Peer AI use diminished some students' sense of their own effort's value through social comparison, independent of their own AI use |
description |
Peer AI use diminished some students' sense of their own effort's value through social comparison, independent of their own AI use |
status |
review |
evidence_strength |
weak |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — social-1 |
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