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Author ORCID Identifier

Yanfeng Xu, PhD

ORCID: https://orcid.org/0000-0002-8489-240X

Hengtao Tang, PhD

ORCID: https://orcid.org/0000-0002-8846-7654

Michael Stoeltzner, PhD

ORCID: https://orcid.org/0009-0005-3436-7681

Shan Qiao, PhD

ORCID: https://orcid.org/0000-0003-1834-1834

Sicheng Wang, PhD

ORCID: https://orcid.org/0000-0001-6395-6235

Abstract

This study aimed to examine and compare factors associated with support for integrating GenAI into classroom settings and the intention to use GenAI tools in future education among students in pre- and post-GenAI teaching initiative surveys in an R1 university in the United States. Online surveys via Qualtrics were administered at the start and end of the Fall 2024 semester. Descriptive and bivariate analyses and ordered logistic regression models were conducted. In the pre-GenAI teaching initiative survey, significant predictors associated with students’ support for GenAI tools were students’ interest in GenAI and perceived usefulness. Significant predictors associated with their intention to use GenAI in future education included being non-White, interest in GenAI, perceived usefulness, and supportive attitudes toward GenAI. In the post-GenAI teaching initiative survey, students showed increased support for and intention to use GenAI. Significant predictors of students’ support for GenAI included being a STEM major, interest in GenAI, perceived importance of GenAI in internships and future jobs, and perceived usefulness. Significant predictors associated with their intention to use GenAI tools were being an international student, perceived usefulness, and supportive attitudes toward GenAI. Results suggest that integrating GenAI into higher education is feasible, but it needs to emphasize the importance and usefulness of students’ current studies and future careers. We recommend that faculty and students get trained on how to use and implement GenAI in the classroom settings under academic integrity. It also calls for higher education institutions to develop clear policies around transparent, responsible, and ethical use of GenAI in educational settings.

First Page

206

Last Page

222

Ethics Approval

Yes

Declaration Statement

The declaration statement

(a) Data Availability Statement: Data are available from the authors upon reasonable request. (b) Funding Statement: This study received no funding. (c) Conflict of Interest Disclosure: The authors declare no conflicts of interest. (d) Ethics Approval Statement: This study was approved by the University of South Carolina Institutional Review Board (Pro00138186). (e) Participant Consent Statement: All participants provided written informed consent prior to completing the survey. (f) Permission to Reproduce Material from Other Sources: N/A (g) Clinical Trial Registration: N/A

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