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ChatGPT

Bullshit spewer or the end of traditional assessments in higher education

Bibliographic Data

ID13129282
AuthorsJurgen Rudolph (0000-0003-0747-0542), Samson Tan (0000-0003-1059-1839), Shannon Tan (0000-0002-0715-5502)
Year2023
Volume6
Issue1
Publication date2023-01-25
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Applied Learning & Teaching (JOURNAL)
Journal identifiersISSN: 2591-801X • E-ISSN: 2591-801X
PublisherCanadian Philosophy of Education Society (PUBLISHER • CA)
DOI10.37074/jalt.2023.6.1.9
OpenAlexW4317910584
LanguageEN
Citations received313
References cited15

ChatGPT is the world’s most advanced chatbot thus far. Unlike other chatbots, it can create impressive prose within seconds, and it has created much hype and doomsday predictions when it comes to student assessment in higher education and a host of other matters. ChatGPT is a state-of-the-art language model (a variant of OpenAI’s Generative Pretrained Transformer (GPT) language model) designed to generate text that can be indistinguishable from text written by humans. It can engage in conversation with users in a seemingly natural and intuitive way. In this article, we briefly tell the story of OpenAI, the organisation behind ChatGPT. We highlight the fundamental change from a not-for-profit organisation to a commercial business model. In terms of our methods, we conducted an extensive literature review and experimented with this artificial intelligence (AI) software. Our literature review shows our review to be amongst the first peer-reviewed academic journal articles to explore ChatGPT and its relevance for higher education (especially assessment, learning and teaching). After a description of ChatGPT’s functionality and a summary of its strengths and limitations, we focus on the technology’s implications for higher education and discuss what is the future of learning, teaching and assessment in higher education in the context of AI chatbots such as ChatGPT. We position ChatGPT in the context of current Artificial Intelligence in Education (AIEd) research, discuss student-facing, teacher-facing and system-facing applications, and analyse opportunities and threats. We conclude the article with recommendations for students, teachers and higher education institutions. Many of them focus on assessment

Chatbot · Relevance · Artificial Intelligence in Healthcare and Education · Online Learning and Analytics · Topic Modeling

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  • What Is the Impact of ChatGPT on Education? A Rapid Review of the Literature

    Open Access•Chung Kwan Lo•Education Sciences•2023

  • ChatGPT’s Response Consistency

    Open Access•Paul F Funk, Cosima C Hoch et al.•European Journal of Investigation…•2024

  • Hallucinations in ChatGPT

    Open Access•Zakia Ahmad, Wahid Kaiser et al.•Rupkatha Journal on Interdisciplina…•2023

  • Applying the stimulus-organism-behavior-consequence framework to examine the relationship between intention, usage and recommendation of ChatGPT in higher education

    Open Access•Mohammad Islam Biswas, Md Shamim Talukder et al.•International Journal of…•2025

  • Here's to the future

    Open Access•Daniela S M Pereira, Filipe Falcão et al.•International Journal of…•2023

  • Generative AI

    Open Access•Xianghan O’dea•Studies in Higher Education•2024

  • Technology empowerment or risk avoidance? – investigating the overlooked factors influencing college students' acceptance of generative artificial intelligence

    Open Access•Xiangping Cui, Tingting Feng et al.•Studies in Higher Education•2025

  • From surface to deep learning approaches with Generative AI in higher education

    Yunying Yang, Jinwen Luo et al.•Studies in Higher Education•2024

  • From Imitation Games to Robot‐Teachers

    Open Access•Tobias Kohn•Journal of Computer Assisted…•2025

  • A critical review of GenAI policies in higher education assessment

    Open Access•Jiahui Luo•Assessment & Evaluation in Higher…•2024

  • Examination of ChatGPT’s Performance as a Data Analysis Tool

    Open Access•Duygu KOÇAK•Educational and Psychological…•2025

  • Generative AI and English essay writing

    Open Access•Javad Zare, Fatemeh Ranjbaran et al.•Applied Linguistics•2025

  • Leadership is needed for ethical ChatGPT

    Open Access•Joseph Crawford, Michael Cowling et al.•Journal of University Teaching…•2023

  • Student interaction with ChatGPT can promote complex critical thinking skills

    Open Access•Rossella Suriano, Alessio Plebe et al.•Learning and Instruction•2025

  • ChatGPT

    Open Access•Partha Pratim Ray•Internet of Things and…•2023

  • Generative AI tools and assessment

    Open Access•Benjamin Luke Moorhouse, Marie Alina Yeo et al.•Computers and Education Open•2023

  • Navigating the confluence of artificial intelligence and education for sustainable development in the era of industry 4.0

    Open Access•Ammar Abulibdeh, Esmat Zaidan et al.•Journal of Cleaner Production•2024

  • Education in the Era of Generative Artificial Intelligence (AI)

    Open Access•David Baidoo-Anu, Leticia OWUSU ANSAH•SSRN Electronic Journal•2023

  • Exploring Students’ Perceptions of ChatGPT

    Open Access•Abdulhadi Shoufan•IEEE Access•2023

  • New Era of Artificial Intelligence in Education

    Open Access•Firuz Kamalov, David Santandreu Calonge et al.•Sustainability•2023

  • “ChatGPT is the companion, not enemies”

    Open Access•Mark Feng Teng•Computers and Education:…•2024

  • From human writing to artificial intelligence generated text

    Open Access•Ismail Dergaa, Karim Chamari et al.•Biology of Sport•2023

  • Using ChatGPT for second language writing

    Open Access•Jessie S Barrot•Assessing Writing•2023

  • Transformative effects of ChatGPT on modern education

    Open Access•Sukhpal Singh Gill, Minxian Xu et al.•Internet of Things and…•2024

  • A SWOT analysis of ChatGPT

    Open Access•Mohammadreza Farrokhnia, Seyyed Kazem Banihashem et al.•Innovations in Education and…•2024

  • Investigating the Impact of User Trust on the Adoption and Use of ChatGPT

    Open Access•Avishek Choudhury, Hamid Shamszare•Journal of Medical Internet…•2023

  • Exploring AI-mediated informal digital learning of English (AI-Idle)

    Open Access•Guangxiang Liu, Ron Darvin et al.•Computer Assisted Language Learning•2025

  • To resist it or to embrace it? Examining ChatGPT’s potential to support teacher feedback in EFL writing

    Open Access•Kai Guo, Deliang Wang•Education and Information…•2024

  • Exploring the potential of an AI-based Chatbot (ChatGPT) in enhancing English as a Foreign Language (EFL) teaching

    Open Access•Amr M Mohamed•Education and Information…•2024

  • Impact of ChatGPT on ESL students’ academic writing skills

    Open Access•Sitakant Mahapatra•Smart Learning Environments•2024

  • ChatGPT in education

    Open Access•Mohanad Halaweh•Contemporary Educational Technology•2023

  • The impact of AI writing tools on the content and organization of students’ writing

    Open Access•Marzuki Marzuki, Utami Widiati et al.•Cogent Education•2023

  • Measuring EFL learners’ use of ChatGPT in informal digital learning of English based on the technology acceptance model

    Guangxiang Liu, Chaojun Ma•Innovation in Language Learning…•2024

  • ChatGPT for Education and Research

    Open Access•Md Mostafizer Rahman, Yutaka Watanobe•Applied Sciences•2023

  • Education in the Era of Generative Artificial Intelligence (AI)

    Open Access•David Baidoo-Anu, Leticia OWUSU ANSAH•Journal of AI•2023

  • Determinants of Intention to Use ChatGPT for Educational Purposes

    Behzad Foroughi, Madugoda Gunaratnege Senali et al.•International Journal of…•2024

  • Exploring University Students’ Adoption of ChatGPT Using the Diffusion of Innovation Theory and Sentiment Analysis With Gender Dimension

    Open Access•Raghu Raman, Santanu Mandal et al.•Human Behavior and Emerging…•2024

  • Adoption of Large Language Models in Programming Education

    Open Access•Mohd Anas Wajid, Claudia Camacho-Zúñiga et al.•Human Behavior and Emerging…•2026

  • To disclose or not to disclose

    Open Access•Xiao Tan, Chaoran Wang et al.•Applied Linguistics•2025

  • Designing for Complexity at Scale

    Open Access•Danah Henriksen, P Mishra et al.•TechTrends•2026

  • A qualitative study in evaluating an AI-driven patient simulation in interprofessional education

    Open Access•Maritza Dominguez, Chad Lairamore et al.•Discover Education•2026

  • A dual-framework analysis of artificial intelligence adoption in cross-cultural higher education

    Open Access•Zouhaier Slimi, Beatriz Villarejo-Carballido et al.•Discover Education•2026

  • Introducing DSCRIB as an educational technology tool for measuring writing processes through keystroke logging and temporal analysis

    Open Access•Jia Xuan Ho, Jean K Ho•Discover Education•2026

  • A PRISMA-based systematic review of artificial intelligence in English as a foreign and second language education (2023–2025)

    Open Access•Emre Uygun, Bora Demir•Discover Education•2026

  • Perceptions challenges and ethical concerns of ChatGPT use in Indian higher education institutions

    Open Access•Aditi Singh, Ashish Bajpai et al.•Discover Education•2026

  • The incidence and context of vulgar language in peer-reviewed scientific literature

    Mohammadamin Erfanmanesh, Jaime A Teixeira Da Silva•Global Knowledge, Memory and…•2026

  • Changing assessment landscape in management education with AI-driven technologies

    Open Access•Amali Henadirage, B T K Chathuranga et al.•International Journal of…•2026

  • When LLMs meet creativity

    Xiaoshuang Guo•Innovation in Language Learning…•2026

  • Assessing AI policy and guideline progress within the South African public higher education system

    Open Access•Mariam Jacobs-Basadien, Shaun Pather•Universal Access in the…•2026

  • Pre-Service Mathematics Teachers’ Interaction with ChatGPT During the Design of Outdoor Mathematics Learning Activities

    Open Access•Mustafa Zeki Aydoğdu, Dilek GİRİT YILDIZ•International Journal of Science…•2026

  • ChatGPT en la formación universitaria. Impacto en la adquisición de competencias en dirección de empresas y marketing

    Open Access•Filgueira Arias Candida, Vanesa Berlanga Silvente•Edutec. Revista Electrónica de…•2026

  • Formative feedback across sources

    Open Access•Wentao Li, Penelope Collins•Reading and Writing•2026

  • Cognitive offloading, critical pedagogy, and connectivist learning shape academic responses to generative AI in higher education

    Open Access•Gail Crimmins, Erin Sanders O'Leary et al.•Higher Education Research &…•2026

  • Investigating a structured ChatGPT-assisted instructional routine and its association with intolerance of uncertainty and emotion regulation in higher education

    Open Access•Sijia Zhu, Arash Hashemifardnia•European Journal of Psychology of…•2026

  • ‘Oral essay’. Reflections on the relevance and possibilities of spontaneous oral academic monologue as a higher education study practice

    Open Access•Katia Dowdle•Educational Philosophy and Theory•2026

  • Antecedents of Generative Artificial Intelligence Technology Adoption

    Open Access•Jamilah Mohammed Alamri•Journal of Ecohumanism•2025

  • Librarians’ awareness, acceptability, and application of artificial intelligence in academic research libraries. Multigroup analysis via PLS‒SEM

    Open Access•Imelda Barong Edam-Agbor, Faith Sylvester Orim et al.•Social Sciences & Humanities Open•2025

  • ChatGPT and generation ‘Z’

    Open Access•Asaduzzaman Babu, Kazi Md Yusuf et al.•Social Sciences & Humanities Open•2024

  • The role of ChatGPT in junior high school physics education

    Open Access•Nikos Bessas, Eleni Tzanaki et al.•Social Sciences & Humanities Open•2025

  • ChatGPT

    Open Access•Teo Sušnjak, Timothy R McIntosh•Education Sciences•2024

  • Is the Education System Prepared for the Irruption of Artificial Intelligence? A Study on the Perceptions of Students of Primary Education Degree from a Dual Perspective

    Open Access•Alba Lozano, Carolina Blanco Fontao•Education Sciences•2023

  • Students’ Perceptions of Generative Artificial Intelligence (GenAI) Use in Academic Writing in English as a Foreign Language

    Open Access•Andrew S Nelson, Paola V Santamaría et al.•Education Sciences•2025

  • Navigating the Complexity of Generative Artificial Intelligence in Higher Education

    Open Access•Birago Amofa, Xebiso Blessing Kamudyariwa et al.•Education Sciences•2025

  • Learners’ Acceptance of ChatGPT in School

    Open Access•Matthias Conrad, Henrik Nuebel•Education Sciences•2025

  • The Good and Bad of AI Tools in Novice Programming Education

    Open Access•Rina Zviel-Girshin•Education Sciences•2024

  • Blockchain and Artificial Intelligence Non-Formal Education System (Banfes)

    Open Access•Zahra Nazari, Abdul Razaq Vahidi et al.•Education Sciences•2024

  • Redesigning Assessments for AI-Enhanced Learning

    Open Access•Zuheir N Khlaif, Wejdan Awadallah Alkouk et al.•Education Sciences•2025

  • Beyond CheatBots

    Open Access•Christopher Mah, Hillary Walker et al.•Education Sciences•2024

  • Enhancing Academic Writing in a Linguistics Course with Generative AI

    Open Access•Lixun Wang, Boyuan Ren•Education Sciences•2024

  • The Contribution of Digital Portfolios to Higher Education Students’ Autonomy and Digital Competence

    Open Access•Jordi Mogas Recalde, Ana María Cea Álvarez et al.•Education Sciences•2023

  • Enhancing EFL Writing Revision Practices

    Open Access•Thi Thanh Thao TRAN•Education Sciences•2025

  • ChatGPT—A Challenging Tool for the University Professors in Their Teaching Practice

    Open Access•Gabriela Kiryakova, Nadezhda Angelova•Education Sciences•2023

  • A Cross-Era Discourse on ChatGPT’s Influence in Higher Education through the Lens of John Dewey and Benjamin Bloom

    Open Access•Koki Mandai, Mark Jun Hao Tan et al.•Education Sciences•2024

  • Enhancing emergency decision-making with knowledge graphs and large language models

    Open Access•Minze Chen, Zhenxiang Tao et al.•International Journal of Disaster…•2024

  • A Grade for Artificial Intelligence

    Open Access•Maria Concetta Carruba, Anna Caiazzo et al.•Cyberpsychology Behavior and…•2025

  • Potentials and Implications of ChatGPT for ESL Writing Instruction

    Open Access•Karim Hesham Shaker Ibrahim, Robert Kirkpatrick•The International Review of…•2024

  • AI Application (ChatGPT) and Saudi Arabian Primary School Students’ Autonomy in Online Classes

    Open Access•Ali Rashed Ibraheam Almohesh•The International Review of…•2024

  • Can Artificial Intelligence Give a Hand to Open and Distributed Learning? A Probe into the State of Undergraduate Students’ Academic Emotions and Test Anxiety in Learning via ChatGPT

    Open Access•Sha Gao•The International Review of…•2024

  • Cut the bullshit

    Gene Flenady, Robert Sparrow•Teaching in Higher Education•2026

  • How does GenAI affect trust in teacher-student relationships? Insights from students’ assessment experiences

    Open Access•Jiahui Luo•Teaching in Higher Education•2025

  • AI in higher education

    Open Access•Ahmed Lachheb, Javier Leung et al.•The Internet and Higher Education•2025

  • Awareness, perception, and adoption of ChatGPT in African HEIs

    Open Access•Olugbenga Ayo Ojubanire, Sunday Adewale Olaleye et al.•The Internet and Higher Education•2025

  • Hey ChatGPT, give me a title for a paper about degree apathy and student use of AI for assignment writing

    Open Access•David Playfoot, Mark Quigley et al.•The Internet and Higher Education•2024

  • Beyond hype

    Open Access•Saeed Awadh Bin‐nashwan, Mohamed Bouteraa et al.•The Internet and Higher Education•2025

  • Chatbots for active learning

    Open Access•Sebastian Hobert, Asbjørn Følstad et al.•International Journal of…•2023

  • A qualitative study of students’ lived experience and perceptions of using ChatGPT

    Open Access•Anna Holland, Constantin Ciachir•Interactive Learning Environments•2025

  • AI in higher education

    Aqdas Malik, M Laeeq Khan et al.•Interactive Learning Environments•2025

  • Exploring faculty adoption of ChatGPT

    Jesús Cambra‐fierro, J Cambra-Fierro et al.•Interactive Learning Environments•2025

  • Using Generative Artificial Intelligence When Writing Letters of Recommendation

    Juliana Coraor Fried, Norris R Johnson et al.•Academic Medicine•2025

  • Perception vs reality

    Yankuan Liu, Pei-Luen Patrick Rau•Information Technology and People•2026

  • The perceived relationship between self-directed learning, active learning, and critical thinking in using GenAI of adult learners in Ghana

    Open Access•Michael Agyemang Adarkwah•International Journal of…•2025

  • ChatGPT in the higher education

    Open Access•Maria Ijaz Baig, Elaheh Yadegaridehkordi•International Journal of…•2024

  • AI-induced emotions in L2 education

    Open Access•Lei Yang, Shu ZHAO et al.•Computers in Human Behavior•2024

  • “I feel AI is neither too good nor too bad”

    Open Access•Yumin Shen, Hongyu Guo•Computers in Human Behavior•2024

  • Impacts of generative AI on student teachers' task performance and collaborative knowledge construction process in mind mapping-based collaborative environment

    Open Access•Shuowen An, Si Zhang et al.•Computers & Education•2025

  • Investigating students’ cognitive processes in generative AI-assisted digital multimodal composing and traditional writing

    Open Access•Meilu Liu, Long Jiang Zhang et al.•Computers & Education•2024

  • Towards reliable generative AI-driven scaffolding

    Open Access•Keyang Qian, Shiqi Liu et al.•Computers & Education•2026

  • Detecting ChatGPT-generated essays in a large-scale writing assessment

    Open Access•Yang Jiang, Jiangang Hao et al.•Computers & Education•2024

  • Chatgpt in and for second language acquisition

    Open Access•ZhaoHong Han•Studies in Second Language…•2024

  • A Conversation on Artificial Intelligence, Chatbots, and Plagiarism in Higher Education

    Open Access•Michael R King, ChatGPT ChatGPT•Cellular and Molecular…•2023

  • GPT-3

    Open Access•Luciano Floridi, Massimo Chiriatti•Minds and Machines•2020

  • Viewpoint

    Open Access•Katja Grace, John Salvatier et al.•Journal of Artificial Intelligence…•2018

  • Student engagement with automated written corrective feedback (AWCF) provided by Grammarly

    Open Access•Svetlana Koltovskaia•Assessing Writing•2020

  • AI bot ChatGPT writes smart essays — should professors worry?

    Open Access•Chris Stokel-Walker•Nature•2022

  • Minds, brains, and programs

    Open Access•John R Searle•Behavioral and Brain Sciences•1980

  • Collaborating With ChatGPT

    Open Access•John V Pavlik•Journalism & Mass Communication…•2023

  • Can GPT-3 Pass a Writer’s Turing Test

    Open Access•Katherine Elkins, Jon Chun•Journal of Cultural Analytics•2020

  • How to cheat on your final paper

    Open Access•Paul Fyfe•AI & Society•2023

  • What is assessment for learning

    Open Access•Dylan Wiliam•Studies In Educational Evaluation•2011

  • Plagiarism in the age of massive Generative Pre-trained Transformers (GPT-3)

    Open Access•Nassim Dehouche•Ethics in Science and Environmental…•2021

  • Artificial intelligence for education

    Bill Cope, Mary Kalantzis et al.•Educational Philosophy and Theory•2020

Unique citing works313
Citations per year104,33
Citation span2023 - 2026 (4)
Citation velocitycurrent
Highly citedYes
Citation typesNeutral: 301

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