Claims

Students oppose preferring AI videos over instructor-recorded videos and distrust AI video information as much as human-presented information

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? 68% of 170 students disagreed they would prefer AI videos over instructor or course staff recordings, and 62% disagreed they would trust AI video information as much as human-presented information. → Esse Ciego 2026

Evidence

Esse Ciego 2026

Esse Ciego, Shubbhi Taneja, Wilson Wong, and Amanpreet Kapoor. (2026). Student Perceptions and Preferences Regarding AI-Generated Instructional Videos in Computing Education. https://arxiv.org/abs/2607.28203 doi:10.48550/arxiv.2607.28203

q2 · i? · associational · r1

Likert items on future inclusion of AI videos in coursework, from the same post-survey of 170 students. Comfort with AI videos as instructional material was nearly evenly split (46% agreeing, 39% disagreeing, 𝜇= 3.00), while these two items drew clear opposition.

"68% of 170 students disagreed that they would prefer AI videos over videos recorded by their instructor or course staff (𝜇= 2.06, 𝜎= 1.06; only 10% agreed), and 62% disagreed that they would trust information in an AI video as much as in a human-presented one (𝜇= 2.24, 𝜎= 1.14; 17% agreed)."

Discussion

Page metadata
Field Value
type claim
id students-oppose-ai-videos-replacing-instructors
title Students oppose preferring AI videos over instructor-recorded videos and distrust AI video information as much as human-presented information
description Students oppose preferring AI videos over instructor-recorded videos and distrust AI video information as much as human-presented information
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — esse-ciego-2026

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