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. 2023 Nov 9;13(11):2599–2614. doi: 10.3390/ejihpe13110181

Table 1.

Key drivers of ChatGPT use for academic purposes in higher education.

Drivers Description
Quick Response
(ST, FC, EDLE) *
ChatGPT can provide immediate feedback on assignments, questions, and exercises.
Ease of Use
(ST, FC, EDLE) *
ChatGPT offers a smooth, simple, friendly and understandable interface for users to input queries, receive responses, and navigate its functionalities.
Classroom and Homework Assistance
(ST, FC) *
ChatGPT can facilitate teaching and studying by explaining specific topics.
Language Proof Reading and Editing
(ST, FC) *
It could correct lanague, such as via spelling, grammar, punctuation, and syntax errors, in written assignments or projects.
Problem Solving
(ST) *
The capability of ChatGPT to assist students in resolving issues, answering questions, or finding solutions to various challenges or inquiries.
Data Analysis
(ST) *
The capability of ChatGPT to assist students in complex textual data inteprretaion, tackling analytical challenges, and solving math problems and puzzles.
Test Preparation
(ST, FC) *
ChatGPT can generate practice questions, review key concepts, and test knowledge on specific subjects.
Research Support
(ST, FC) *
ChatGPT can assist in conducting research by providing relevant information, suggesting sources, and helping refine research questions.
Concept Clarification
(ST, FC) *
ChatGPT can offer clear explanations and examples to aid in understanding unknown concepts.
Supplementary Learning Resource
(ST, FC) *
ChatGPT can provide additional educational material, information, or assistance to enhance a student’s understanding of a subject or topic.
Adaptive Learning
(ST, FC) *
ChatGPT can tailor its responses and recommendations based on student needs, progress, and preferences.
Assessment Activities
(FC) *
ChatGPT can assist faculty in activities, assess students‘ levels of competence, identify areas of strength or weakness, and provide feedback or recommendations for improvement.

* Codes of participants who commented on this point (ST = students; FC = faculty; EDLE = education leaders/experts).