Claims

Within-student transitions are asymmetric: 18.9% of consistent individual users stop using LLMs in teams while only 3.2% start, with framing shifts concentrated in movement to non-use

Claim · All claims
Evidence · 1 study · associational r1 · 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? Of 95 students, 18 (18.9%) who consistently used LLMs on individual assignments stopped in teams; only 3 (3.2%) moved the opposite way (Wilcoxon signed-rank W = 254.0, p < .0001). → Sehrish Basir Nizamani 2026

Evidence

Sehrish Basir Nizamani 2026

Sehrish Basir Nizamani, Zannah Ziew, Saad Nizamani, and Khyati Goyal. (2026). Less Deliberate in Teams: Student LLM Use Across Individual and Collaborative Work. https://arxiv.org/abs/2606.30860 doi:10.48550/arxiv.2606.30860

q2 · i? · associational · r1

Within-student transition analysis classifying each of 95 students by dominant HW and TP usage pattern; the quote reports the 18.9% and 3.2% transition rates. A Wilcoxon signed-rank test confirmed the asymmetry (W = 254.0, p < .0001); no standardized effect size is printed.

"However, 18 students (18.9%) who consistently used LLMs across individual assignments stopped using them when working in teams. Only 3 students (3.2%) moved in the opposite direction."

Discussion

Page metadata
Field Value
type claim
id asymmetric-within-student-llm-disengagement-in-teams
title Within-student transitions are asymmetric: 18.9% of consistent individual users stop using LLMs in teams while only 3.2% start, with framing shifts concentrated in movement to non-use
description Within-student transitions are asymmetric: 18.9% of consistent individual users stop using LLMs in teams while only 3.2% start, with framing shifts concentrated in movement to non-use
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 — sehrish-basir-nizamani-2026

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