Marketing educators perceive GAI as most useful as a teammate in higher-level courses but as a tutor or tool in lower-level courses¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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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? Instructors of higher-level and elective courses perceive GAI as more effective as a teammate, while instructors of lower-level and core courses perceive it as more effective as a tutor or tool. → Narang 2025
Evidence¶
Narang 2025¶
Narang, Unnati, Vishal Sachdev, and Ruichun Liu. (2025). When AI Wears Many Hats: The Role of Generative Artificial Intelligence in Marketing Education. Journal of Public Policy & Marketing. https://doi.org/10.1177/07439156251328237
q2 · i? · associational · r1
Survey of 14 full-time marketing faculty at a large midwestern U.S. public university; instructor-provided effectiveness ratings of AI in tutor, teammate, and tool roles were analyzed by course level. The article reports that "AI is perceived most useful as a teammate in higher-level courses but as a tutor or tool in lower-level courses."
"The results appear in Figure 1 and show that AI is perceived most useful as a teammate in higher-level courses but as a tutor or tool in lower-level courses based on the proportion of respondents who rated it a 4 or 5 on a 5-point effectiveness scale."
Discussion¶
Related Claims¶
- Most surveyed marketing educators use GAI as a tool, followed by teammate and tutor, and 64% incorporate AI in their courses — related
- Courses with higher-order learning objectives use and emphasize GAI skills more across its roles — related
- GAI is rated highly effective for supporting cognitive presence by 85.71% of surveyed marketing educators — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
gai-perceived-most-useful-teammate-higher-level-courses |
title |
Marketing educators perceive GAI as most useful as a teammate in higher-level courses but as a tutor or tool in lower-level courses |
description |
Marketing educators perceive GAI as most useful as a teammate in higher-level courses but as a tutor or tool in lower-level courses |
status |
review |
evidence_strength |
weak |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — narang-2025 |
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