Claims

Students' technology acceptance increased significantly after taking a MAIC course

Claim · All claims
Evidence · 1 study · design r2 · q2
Currency · newest study 2024 · 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? Pre-post comparison showed a significant overall increase in technology acceptance, with significant gains in Habit, Effort Expectancy, and Facilitating Conditions. → Jifan Yu 2024

Evidence

Jifan Yu 2024

Jifan Yu, Zheyuan Zhang, Daniel Zhang-li, Shangqing Tu, Zhanxin Hao, Ruimiao Li, Haoxuan Li, Yuanchun Wang, Hanming Li, Linlu Gong, Jie Cao, Jiayin Lin, Jinchang Zhou, Fei Qin, Haohua Wang, Jianxiao Jiang, Lijun Deng, Yisi Zhan, Chaojun Xiao, Xusheng Dai, Xuan Yan, Nianyi Lin, Nan Zhang, Ruixin Ni, Yang Dang, Lei Hou, Yu Zhang, Xu Han, Manli Li, Juanzi Li, Zhiyuan Liu, Huiqin Liu, Maosong Sun. (2024). From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents. Preprint. Under review. https://arxiv.org/abs/2409.03512 doi:10.48550/arxiv.2409.03512

q2 · i? · design · r2

Pre- and post-course technology acceptance questionnaires in the MAIC pilot. The article reports 'a significant overall increase in technology acceptance (N = 111,t = 3.05,p = 0.002),' with significant improvements in Habit (t = 2.81, p = 0.005), Effort Expectancy (t = 3.98, p < 0.001), and Facilitating Conditions (t = 3.22, p = 0.002).

"The results demonstrated a significant overall increase in technology acceptance (N = 111,t = 3.05,p = 0.002)."

Discussion

Page metadata
Field Value
type claim
id technology-acceptance-increased-maic
title Students' technology acceptance increased significantly after taking a MAIC course
description Students' technology acceptance increased significantly after taking a MAIC course
status review
evidence_strength moderate
newest_evidence 2024
generated by process:wiki-ingest on 2026-10-11
trust unverified — no one has confirmed this page's content
sources 1 — jifan-yu-2024

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