The role of ChatGPT in higher education: Benefits, challenges, and future research directions

In the paper

“Furthermore, recent studies have shown that GPT-3 can stimulate curiosity, enhance students' questionasking skills, and generate programming code explanations (Abdelghani et al., 2022;MacNeil et al., 2022).”

What the sources say

• Not checked yetcites Abdelghani et al., 2022
• Not checked yetcites MacNeil et al., 2022

In the paper

“It leverages deep learning and powerful algorithms to perform various language-related tasks, such as text generation, question answering, and translation, while comprehending the context to produce responses that resemble human language (Lund et al., 2023).”

What the sources say

• Not checked yetcites Lund et al., 2023

In the paper

“This feedback can help students detect errors and guide them towards successful improvement, making ChatGPT an effective”

What the sources say

• Not checked yetcites Geng & Razali, 2020

In the paper

“Generative Pre-trained Transformer (GPT), which was released by OpenAI (San Francisco, California) in 2018, is a type of Large Language Model (LLM) that aims to replicate human language processing capabilities (Cascella et al., 2023).”

What the sources say

• Not checked yetcites Cascella et al., 2023

In the paper

“OpenAI released the ChatGPT-3.5language model family in November 2022 and, subsequently, the ChatGPT-4 family in March 2023 (Skavronskaya et al., 2023).”

What the sources say

• Not checked yetcites Skavronskaya et al., 2023

In the paper

“Large language models have become a subject of interest in higher education due to their extensive range of applications, especially as there are now other similar options, such as Bing Chat, Bard, and Ernie (Rudolph et al., 2023b).”

What the sources say

• Not checked yetcites Rudolph et al., 2023b

In the paper

“This chatbot can engage in coherent and contextually relevant conversations by responding based on its comprehension of the language and context of the prompts (Gilson et al., 2023;Pavlik, 2023).”

What the sources say

• Not checked yetcites Gilson et al., 2023
• Not checked yetcites Pavlik, 2023

In the paper

“Academics acknowledge that ensuring the responsible integration of AI into education is critical (Fadel et al., 2019;Polak et al., 2022).”

What the sources say

• Not checked yetcites Fadel et al., 2019
• Not checked yetcites Polak et al., 2022

In the paper

“Overall, incorporating ChatGPT in the learning process enables educators and students to benefit from personalised learning experiences, efficient and effective use of resources, and adaptive learning approaches that enhance the learning outcomes for all, consistent with the principles of constructivist theory (Bada & Olusegun, 2015;Stapleton & Stefaniak, 2019).”

What the sources say

• Not checked yetcites Bada & Olusegun, 2015
• Not checked yetcites Stapleton & Stefaniak, 2019

In the paper

“Such LLMs can help conduct initial literature reviews, summarise research papers, generate draft versions of research papers (Rahman et al., 2023;Rudolph et al., 2023a), and even assist authors from non-English speaking backgrounds in overcoming language barriers (Gao et al., 2022).”

What the sources say

• Not checked yetcites Rahman et al., 2023
• Not checked yetcites Rudolph et al., 2023a
• Not checked yetcites Gao et al., 2022

In the paper

“In the higher education sector, innovative assessment activities have gained a lot of attention because they assist students in getting involved with learning resources to think critically and have real learning experiences (Boud & Soler, 2016).”

What the sources say

• Not checked yetcites Boud & Soler, 2016

In the paper

“Overall, ChatGPT's ability to provide individualised feedback based on the constructivist theory of learning has significant potential to enhance the learning experience and promote successful learning outcomes.”

In the paper

“ChatGPT's research and analysis support, though currently at a basic level, has the potential to fundamentally impact research and higher education, depending on the quality of the prompts (Dwivedi et al., 2023).”

What the sources say

• Not checked yetcites Dwivedi et al., 2023

In the paper

“Nevertheless, users should exercise caution as ChatGPT may be prone to hallucinations (Alkaissi & McFarlane, 2023) and fabricate references and quotes (Sallam, 2023;Shen et al., 2023).”

What the sources say

• Not checked yetcites Alkaissi & McFarlane, 2023
• Not checked yetcites Sallam, 2023
• Not checked yetcites Shen et al., 2023

In the paper

“ChatGPT can act as a research assistant, answering users' questions based on the related literature it has learned (Lin, 2023), and analysing data (Goel, 2020).”

What the sources say

• Not checked yetcites Lin, 2023
• Not checked yetcites Goel, 2020

In the paper

“Automated administrative support through ChatGPT can use data and analytics to provide timely and personalised non-academic feedback to students, such as notifications about upcoming deadlines, reminders about incomplete tasks, and progress reports on completed tasks, based on individual needs and preferences.”

In the paper

“While further research is needed to fully understand the potential of ChatGPT in the tertiary education sector, the constructivist theory of learning supports the use of ChatGPT for automated administrative support as it can facilitate active participation in learning, provide personalised feedback to students, and create a supportive learning environment.”

In the paper

“For academic staff, ChatGPT may be able to summarise and clarify student emails for administrative members to process more efficiently and generate personalised response templates for staff to address students' queries (Dwivedi et al., 2023).”

What the sources say

• Not checked yetcites Dwivedi et al., 2023

In the paper

“As indicated earlier, ChatGPT can provide individualised feedback based on the students' prompts, making learning a more rewarding experience (Bridges, 2009;Weldy & Turnipseed, 2010).”

What the sources say

• Not checked yetcites Bridges, 2009
• Not checked yetcites Weldy & Turnipseed, 2010

In the paper

“In contributing to a smart learning environment, ChatGPT can utilise big data and learning analytics to monitor student performance, predict success, and respond to students, including their emotional states, in real-time, resulting in personalised adaptive learning (PAL) that is consistent with constructivist theory (Peng et al., 2019;Rudolph et al., 2023a).”

What the sources say

• Not checked yetcites Peng et al., 2019
• Not checked yetcites Rudolph et al., 2023a

In the paper

“The integration of ChatGPT can assist in creating a supportive learning environment for students by providing timely and accurate information, reducing administrative burdens, and presenting a cost-saving measure for higher education institutions.”

In the paper

“This provides a degree of efficiency and effectiveness, allowing for a synchronous interaction for students (Howlett, 2017;Okonkwo & Ade-Ibijola, 2021) and presenting a cost-savings measure for higher education institutions (Merelo et al., 2022).”

What the sources say

• Not checked yetcites Howlett, 2017
• Not checked yetcites Okonkwo & Ade-Ibijola, 2021
• Not checked yetcites Merelo et al., 2022

In the paper

“It is obvious that the implementation of advanced LLMs like ChatGPT has the potential to revolutionise the tertiary education sector by automating some elements of administrative support and providing a degree of efficiency and effectiveness.”

In the paper

“The conversational nature of LLMs such as ChatGPT facilitates the active construction of students' knowledge as they are continuously engaged with the task, encouraged to find patterns through a scaffolded approach (Stapleton & Stefaniak, 2019), and learn through experimentation and experience, which is an important part of knowledge generation (Rudolph et al., 2023a).”

What the sources say

• Not checked yetcites Stapleton & Stefaniak, 2019
• Not checked yetcites Rudolph et al., 2023a

In the paper

“AI applications like ChatGPT can provide accurate and efficient individualised feedback and automated grading, but users need to carefully check the outputs as they depend on the prompts (Rudolph et al., 2023a).”

What the sources say

• Not checked yetcites Rudolph et al., 2023a

In the paper

“Furthermore, ChatGPT-generated text may contain factual biases due to biased training data, which could perpetuate misconceptions held by learners (Karim, 2023).”

What the sources say

• Not checked yetcites Karim, 2023

In the paper

“According to the constructivism learning theory, learning happens best when there are good interactions between the instructor and learner (Schuh, 2003).”

What the sources say

• Not checked yetcites Schuh, 2003

In the paper

“It is no secret that ChatGPT challenges ethical and equity practices in the higher education sector, as it potentially contradicts the constructivist theory of learning that emphasises active student participation and the construction of knowledge.”

In the paper

“Using ChatGPT as a tool for exploration and inquiry, students can actively construct their own knowledge and meaning, reducing the likelihood of academic dishonesty, such as plagiarism or cheating (Keith, 2022).”

What the sources say

• Not checked yetcites Keith, 2022

In the paper

“ChatGPT can generate initial ideas for assessment design, create multiple-choice or short-answer questions for academics, and produce drafts of case studies or other assessments for further editing (Bridgeman et al., 2023;Liu & Bridgeman, 2023).”

What the sources say

• Not checked yetcites Bridgeman et al., 2023
• Not checked yetcites Liu & Bridgeman, 2023

In the paper

“Creating authentic learning experiences would require collaborative and consultative learning experiences (Muhajirah, 2020).”

What the sources say

• Not checked yetcites Muhajirah, 2020

In the paper

“Passive shortcuts, potentially resulting in academic integrity breaches, hinder the active involvement of learners and hence impede learning.”

In the paper

“Another challenge of ChatGPT is the acceptance of feedback provided by AI rather than human instructors, which is against the constructivist theory of learning that emphasises interactions and social collaboration in learning (Hein, 1991).”

What the sources say

• Not checked yetcites Hein, 1991

In the paper

“However, ChatGPT could impact students' ability to actively construct their own knowledge, as some students may have greater access to ChatGPT than others, resulting in a knowledge gap between students (Hein, 1991).”

What the sources say

• Not checked yetcites Hein, 1991

In the paper

“The misuse of ChatGPT to create content instantly as a shortcut goes against the philosophy of constructivism and any learning theory, for that matter.”

In the paper

“Proposition 10 (P10): ChatGPT's ability to develop innovative and authentic student assessments depends on its focus on the work context and the students' existing knowledge.”

In the paper

“It can also be integrated into assessment tasks, where students critique generated text or essays and build high-quality articles based on generated drafts, provoking students' existing mental models and developing critical thinking skills (Dennick, 2016).”

What the sources say

• Not checked yetcites Dennick, 2016

In the paper

“This technology can be integrated into innovative assessment activities, facilitating collaborative learning, scaffolding, real-time feedback, personalised learning, scalability, interactivity, and fostering knowledge creation and dissipation effectively (Kumar, 2021).”

What the sources say

• Not checked yetcites Kumar, 2021

In the paper

“Proposition 12 (P12): The integration of ChatGPT in innovative assessment activities can promote critical thinking, problemsolving, and collaboration skills among students.”

In the paper

“Furthermore, the learning environment includes social groups, instructional strategies, and a motivational atmosphere, to name a few (Zajda, 2021).”

What the sources say

• Not checked yetcites Zajda, 2021

In the paper

“Although chatbot technology has shown positive influences on explicit reasoning, learning achievement, knowledge retention, and learning interest, studies have not yet demonstrated significant improvements in critical thinking, learning engagement, and motivation (Deng & Yu, 2023).”

What the sources say

• Not checked yetcites Deng & Yu, 2023

In the paper

“Using ChatGPT to facilitate learning could lead to unethical and inequitable practices, destroying the spirit of learning (Hein, 1991).”

What the sources say

• Not checked yetcites Hein, 1991

In the paper

“However, the constructivist theory of learning suggests that learners actively develop knowledge for themselves through experiences and interactions with others rather than passively acquiring it through external tools like ChatGPT (Geary, 1995).”

What the sources say

• Not checked yetcites Geary, 1995

In the paper

“Therefore, incorporating AI literacy as part of graduate skills could enhance graduates' employability and preparedness for the rapidly evolving job market.”

In the paper

“Proposition 18 (P18): The use of ChatGPT in learning and assessment can impact the development of graduate skills, such as critical thinking and problem-solving.”

In the paper

“Graduate skills, including critical thinking and problemsolving, communication, collaboration and teamwork, leadership, adaptability, digital literacy, global and cultural awareness, ethics, and professionalism, are essential for future professional and personal success (Abelha et al., 2020;Osmani et al., 2019;Oliver & de St Jorre, 2018; University of Adelaide, 2022; University of Sydney, 2022).”

What the sources say

• Not checked yetcites Abelha et al., 2020
• Not checked yetcites Osmani et al., 2019
• Not checked yetcites Oliver & de St Jorre, 2018

In the paper

“This could also make it challenging to evaluate the effectiveness of group learning activities and assess students' ability to work collaboratively.”

In the paper

“However, the use of ChatGPT for assessment is a passive process and does not allow for social interaction, hindering students' ability to construct meaning through reflection on their experiences (Biggs, 2014).”

What the sources say

• Not checked yetcites Biggs, 2014

In the paper

“The use of ChatGPT presents an opportunity to incorporate artificial intelligence literacy as part of graduate skills, preparing graduates for effective workplace application of large language models that may replace some existing jobs and create new ones (Cradle, 2023).”

What the sources say

• Not checked yetcites Cradle, 2023

In the paper

“Therefore, the incorporation of these methods into the curriculum and assessment could promote the development of graduate skills beyond the use of ChatGPT alone.”