To resist or not to resist: the temptation of a generative artificial intelligence tool in higher education

Generative artificial intelligence (GAI) tools have surfaced new ethical concerns in teaching and learning at institutions of higher learning (IHLs). ChatGPT can be a learning tool, but it can also be used indiscriminately, leading to GAI misuse issues in IHLs. In Singapore, there are limited qualitative studies on students’ understanding of ethical GAI use, even as there is a national push for upskilling of workers and AI education to meet the needs of a burgeoning AI industry. A techno-centric, neoliberal view of GAI tools can sideline students’ learning, necessitating a more human-centred and socio-technical perspective such as Critical Digital Pedagogy (CDP). Nineteen undergraduates studying in a Singapore university were interviewed to explore their attitudes and experiences of using ChatGPT in their studies. Through thematic analysis and using CDP as a critical lens, the data revealed that participants tend to rely on ChatGPT as a form of rescue from academic demands. Participants’ responses to ChatGPT were also found to be governed by their cultural and sociopolitical environment. Recommendations include IHLs co-creating GAI use policies with students and teaching for resistance to some GAI use, among others.

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Publication Details

Journal
Pedagogies An International Journal
Published
2026-09-24
DOI
https://doi.org/10.1080/1554480x.2026.2733074
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

To resist or not to resist: the temptation of a generative artificial intelligence tool in higher education

Audrey Lin Lin Toh, Woon Hong Eunice Tan, Michelle Mei Ling Yeo, Wansing Esther Soo
Pedagogies An International Journal
Artificial Intelligence in Healthcare and Education
article

To resist or not to resist: the temptation of a generative artificial intelligence tool in higher education

Audrey Lin Lin Toh, Woon Hong Eunice Tan, Michelle Mei Ling Yeo, Wansing Esther Soo
article en

Abstract

Generative artificial intelligence (GAI) tools have surfaced new ethical concerns in teaching and learning at institutions of higher learning (IHLs). ChatGPT can be a learning tool, but it can also be used indiscriminately, leading to GAI misuse issues in IHLs. In Singapore, there are limited qualitative studies on students’ understanding of ethical GAI use, even as there is a national push for upskilling of workers and AI education to meet the needs of a burgeoning AI industry. A techno-centric, neoliberal view of GAI tools can sideline students’ learning, necessitating a more human-centred and socio-technical perspective such as Critical Digital Pedagogy (CDP). Nineteen undergraduates studying in a Singapore university were interviewed to explore their attitudes and experiences of using ChatGPT in their studies. Through thematic analysis and using CDP as a critical lens, the data revealed that participants tend to rely on ChatGPT as a form of rescue from academic demands. Participants’ responses to ChatGPT were also found to be governed by their cultural and sociopolitical environment. Recommendations include IHLs co-creating GAI use policies with students and teaching for resistance to some GAI use, among others.

Pedagogies An International Journal
Nanyang Technological University (SG)
Reduced inequalities
Openalex Percentile: Top 15%
Artificial Intelligence in Healthcare and Education
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To resist or not to resist: the temptation of a generative artificial intelligence tool in higher education — Audrey Lin Lin Toh, Woon Hong Eunice Tan, et al. · Pedagogies An International Journal (2026) | TGRS Research Map | TGRS