Knowing AI could complete assignments made the cost of independent programming effort feel less worthwhile to strongly motivated students¶
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? Students with strong baseline motivation described that knowing AI could complete the assignment changed how worthwhile their effort felt, calling it demoralizing. → cost-effort-1
Evidence¶
cost-effort-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 findings section of this interview study of 13 engineering majors, six students reported that awareness of a faster AI alternative made effort feel less worthwhile. P4 said "I'm spending all this time doing it, and then an AI could do it in, like, 3 seconds."
"Several students (n=6) who expressed strong baseline motivation described how knowing that AI could complete the assignment changed how worthwhile their effort felt."
Discussion¶
Related Claims¶
- Peer AI use diminished some students' sense of their own effort's value through social comparison, independent of their own AI use — 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 who used AI reported feeling less accomplished, with heavier reliance associated with greater loss of satisfaction — 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
- Learners invest more effort in tasks they perceive as interesting, personally important, or useful to their future goals. — a broader claim this one bears on
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
ai-alternative-demoralizes-effort-cost |
title |
Knowing AI could complete assignments made the cost of independent programming effort feel less worthwhile to strongly motivated students |
description |
Knowing AI could complete assignments made the cost of independent programming effort feel less worthwhile to strongly motivated students |
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 — cost-effort-1 |
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