Academic Integrity and Artificial Intelligence in Higher Education (HE) Contexts: A Rapid Scoping Review

Authors

DOI:

https://doi.org/10.55016/ojs/cpai.v7i3.78123

Keywords:

Academic Integrity, Artificial Intelligence, Higher Education, Rapid Scoping Review, Academic Misconduct, Large Language Models (LLM)

Abstract

Artificial Intelligence (AI) developments challenge higher education institutions’ teaching, learning, assessment, and research practices. To contribute timely and evidence-based recommendations for upholding academic integrity, we conducted a rapid scoping review focusing on what is known about academic integrity and AI in higher education. We followed the Updated Reviewer Manual for Scoping Reviews from the Joanna Briggs Institute (JBI) and the Preferred Reporting Items for Systematic reviews Meta-Analysis for Scoping Reviews (PRISMA-ScR) reporting standards. Five databases were searched, and the eligibility criteria included higher education stakeholders of any age and gender engaged with AI in the context of academic integrity from 2007 through November 2022 and available in English. The search retrieved 2223 records, of which 14 publications with mixed methods, qualitative, quantitative, randomized controlled trials, and text and opinion studies met the inclusion criteria. The results showed bounded and unbounded ethical implications of AI. Perspectives included: AI for cheating; AI as legitimate support; an equity, diversity, and inclusion lens into AI; and emerging recommendations to tackle AI implications in higher education. The evidence from the sources provides guidance that can inform educational stakeholders in decision-making processes for AI integration, in the analysis of misconduct cases involving AI, and in the exploration of AI as legitimate assistance. Likewise, this rapid scoping review signals key questions for future research, which we explore in our discussion.

Author Biographies

Beatriz Antonieta Moya, University of Calgary

Beatriz Moya is a Ph.D. candidate in the Werklund School of Education at the University of Calgary in the Educational Research program, specializing in Leadership. Her primary motivation as a student researcher is to contribute to the continuous transformation of higher education institutions’ cultures to pursue academic and research integrity and social justice. For this reason, Beatriz situates herself at the intersections of the Scholarship of Teaching and Learning (SoTL), Leadership, and Academic Integrity. In this space, Beatriz is currently involved in projects seeking to contribute to a ‘glocal’ scholarly dialogue concerning academic integrity as a teaching and learning imperative. For instance, Beatriz is exploring the situated meanings and experiential insights from academic integrity educational leaders, and is also a contributing author for a chapter on academic integrity policy in Latin America in the Handbook of Academic Integrity (2nd ed.). 

Sarah Elaine Eaton, University of Calgary

Dr. Sarah Elaine Eaton, PhD, is an Associate Professor of Education at the University of Calgary, Canada. She served as the inaugural Educational Leader in Residence, Academic Integrity at Taylor Institute for Teaching and Learning, University of Calgary. Dr. Eaton’s research focuses on academic ethics in higher education. Her work can be found in the British Educational Research Journal, the Journal of Academic Ethics, and the Journal of Educational Thought and Interchange, among other places. She is the Editor-in-Chief of the International Journal for Educational Integrity (Springer Nature) and co-founder and co-editor of Canadian Perspectives on Academic Integrity. In 2020 she received the National Research and Scholarship award from the Canadian Society for the Study of Higher Education (CSSHE) for her contributions to research on academic integrity in Canadian higher education. In 2022, she received the outstanding research award from the European Network for Academic Integrity (ENAI). Her books include Plagiarism in Higher Education: Tackling Tough Topics in Academic Integrity, Academic Integrity in Canada: An Enduring and Essential Challenge (Eaton & Christensen Hughes, eds.), Contract Cheating in Higher Education: Global Perspectives on Theory, Practice, and Policy (Eaton, Curtis, Stoesz, Clare, Rundle, & Seeland, eds.) and Ethics and Integrity in Teacher Education (Eaton & Khan, eds.). 

Helen Pethrick, University of Calgary

Helen Pethrick, MA, is a researcher and educator in Calgary, Alberta, Canada. Helen’s research encompasses academic integrity in higher education, post-secondary student mental health, and mentorship in academia. Helen has interdisciplinary expertise in systematic literature review methodology, qualitative research, project management, and knowledge exchange. With Dr. Sarah Elaine Eaton and Jamie J. Carmichael, Helen is co-Editor of the volume Fake Degrees and Fraudulent Credentials in Higher Education (Eaton, Carmichael, & Pethrick, forthcoming 2023). Currently, Helen’s role is Research Associate, Academic Integrity, which involves acting as Project Manager (administrative) for the Academic Integrity and Artificial Intelligence project at the University of Calgary. 

K. Alix Hayden, University of Calgary

Dr. Alix Hayden is a Librarian at the University of Calgary.

Robert Brennan

Holds a PhD in mechanical engineering from the University of Calgary. He is a Professor of Mechanical and Manufacturing Engineering at the University of Calgary, holds the NSERC Chair in Design Engineering, and has served as President of the Canadian Engineering Education Association (CEEA). His research interests range from engineering education to intelligent automation and control systems.  

Jason Wiens, University of Calgary

Dr. Wiens is a Professor (Teaching) in the Department of English at the University of Calgary. His areas of research interest include contemporary poetry, Canadian literature, archival studies, literary audio, and pedagogy.  He has published articles in numerous journals including LIT: Literature Interpretation Theory, Canadian Literature, Studies on Canadian Writing, and Canadian Poetry. He has recently guest edited a special issue of English Studies in Canada on "Pedagogies of the Archive." He is currently a co-investigator on the SSHRC Partnership project The SpokenWeb, and is a co-investigator on the Academic Integrity and Artificial Intelligence project at the University of Calgary.  

Brenda McDermott, University of Calgary

Dr. McDermott completed her PhD in communication studies at the University of Calgary.  Her research involves looking at ableism embedded in teaching and learning practices, particular assessment. She regularly provided training to faculty to help creating learning environments that reflect the diversity of learners.  

References

References

Alonso, A. N. (2022). Online translators in online language assessments. CALL-EJ, 23(3), 115-135. http://callej.org/journal/23-3/Alonso2022.pdf

Anselmo, L., Kendon, T. & Moya, B. (2023). A First Response to Assessment and ChatGPT in your Courses. Taylor Institute for Teaching and Learning. https://taylorinstitute.ucalgary.ca/first-response-assessment-and-chatgpt

Anson, C. M. (2022). AI-based text generation and the social construction of “fraudulent authorship”: A revisitation. Composition Studies, 50(1), 37-46.

Aromataris, E., & Munn, A. (2020). JBI manual for evidence synthesis. JBI. https://doi.org/10.46658/JBIMES-20-01

Australian Academic Integrity Network (AAIN). (2023). AAIN generative artificial intelligence guidelines. https://www.teqsa.gov.au/sites/default/files/2023-04/aain-generative-ai-guidelines.pdf

Barker, T., Stone J. C., Sears K., Klugar M., Tufanaru, C., & Leonardi-Bee, J. (2023). The revised JBI critical appraisal tool for the assessment of risk of bias for randomized controlled trials. JBI Evidence Synthesis, 21(3), 494-506. https://journals.lww.com/jbisrir/Fulltext/2023/03000/The_revised_JBI_critical_appraisal_tool_for_the.5.aspx

Bearman, M., & Luckin, R. (2020). Preparing university assessment for a world with AI: Tasks for human intelligence. In M. Bearman, P. Dawson, R. Ajjawi, J. Tai & D. Boud (Eds.), Re-imagining university assessment in a digital world (pp. 49-63). Springer International Publishing. https://doi.org/https://doi.org/10.1007/978-3-030-41956-1

Brake, J. (2022). Education in the world of ChatGPT. The Absent-Minded Professor https://joshbrake.substack.com/p/education-in-the-world-of-chatgpt?utm_source=direct&utm_campaign=post&utm_medium=web

Bretag, T. (2016). Defining academic integrity: International perspectives – Introduction. In T. Bretag (Ed.), Handbook of Academic Integrity (1st edition). Springer Singapore: 3-5. https://link.springer.com/content/pdf/10.1007/978-981-287-098-8_76.pdf

Brusini, A. (2023). ChatGPT: A brief introduction and considerations for academic integrity. The Innovative Instructor. https://ii.library.jhu.edu/2023/01/30/chatgpt-a-brief-introduction-and-considerations-for-academic-integrity/

Bubeck, S., Chandrasekaran, V., Eldan, R., Gehrke, J., Horvitz, E., Kamar, E., Lee, P., Tat Lee, Y. Li, Y., Lundberg, S., Nori, H., Palangi, H., Ribeiro, M. T., & Zhang, Y. (2023). Sparks of artificial general intelligence: Early experiments with GPT-4. https://arxiv.org/pdf/2303.12712.pdf

Cassidy, C. (2023, January 10). Australian universities to return to ‘pen and paper’ exams after students caught using AI to write essays. The Guardian. https://www.theguardian.com/australia-news/2023/jan/10/universities-to-return-to-pen-and-paper-exams-after-students-caught-using-ai-to-write-essays

Chen, M. H., Huang, S.-T., Chang, J.S., & Liou, H.-C. (2015). Developing a corpus-based paraphrase tool to improve EFL learners' writing skills. Computer Assisted Language Learning, 28(1), 22-40. http://dx.doi.org/10.1080/09588221.2013.783873

Cochrane, T., & Ryan, T. (2023). ChatGPT and academic integrity: Options for adapting. Melbourne Centre for the Study of Higher Education. https://melbourne-cshe.unimelb.edu.au/__data/assets/pdf_file/0008/4533218/ChatGPT-and-Academic-Integrity.pdf

Dans, E. (2019, February 6). Meet Bertie, Heliograf and Cyborg, the new journalists on the block. Forbes. https://www.forbes.com/sites/enriquedans/2019/02/06/meet-bertie-heliograf-and-cyborg-the-new-journalists-on-the-block/?sh=669bf965138d

Dawson, P. (2020). E-Cheating, assessment security and artificial intelligence. In P. Dawson (Ed.), Defending assessment security in a digital world (pp. 83-97). Routledge. http://doi.org/10.4324/9780429324178

Delaney, M. (2023). ChatGPT, AI language bot, can pass business, law and medical exams. Washington Times. https://www.washingtontimes.com/news/2023/jan/29/chatgpt-ai-language-bot-can-pass-business-law-and-/

Delisio, L. A., & Butaky, C. A. (2019). UDL and assistive technology: Utilizing technology beyond mere accessibility. In W. W. Murawski & K. L. Scott (Eds.), What really works with Universal Design for Learning (pp. 157-172). Corwin.

Dignum, V. (2021). The role and challenges of education for responsible AI. London Review of Education, 19(1), 1-11. https://ezproxy.lib.ucalgary.ca/login?url=https://search.ebscohost.com/login.aspx?direct=true&db=a9h&AN=157082792&site=ehost-live

Dinneen, C. (2021). Students’ use of digital translation and paraphrasing tools in written assignments on direct entry English programs. English Australia Journal, 37(1). https://files.eric.ed.gov/fulltext/EJ1341751.pdf

Ducar, C., & Schocket, D. H. (2018). Machine translation and the L2 classroom: Pedagogical solutions for making peace with Google Translate. Foreign Language Annals 51(4), 779-795.

Eaton, S. E. (2022). Student Academic Integrity: A Handbook for Academic Staff and Teaching Assistants. Taylor Institute of Teaching and Learning. https://taylorinstitute.ucalgary.ca/resources/student-academic-integrity-handbook

Eaton, S. E. (2023). Sarah’s Thoughts: Artificial Intelligence and Academic Integrity. Learning, Teaching and Leadership: A blog for educators, researchers and other thinkers. https://drsaraheaton.wordpress.com/2022/12/09/sarahs-thoughts-artificial-intelligence-and-academic-integrity/

Eaton, S. E., & L. Anselmo (2023). Teaching and learning with artificial intelligence apps. Taylor Institute for Teaching and Learning. https://taylorinstitute.ucalgary.ca/teaching-with-AI-apps

Eaton, S. E., Pethrick, H., & Turner, K. L. (2023). Academic integrity and student mental well-being: A rapid review. Canadian Perspectives on Academic Integrity, 5(2). https://doi.org/10.11575/cpai.v5i2.73748

Education USA. (n.d.). The U.S. educational system - Glossary. https://educationusa.state.gov/experience-studying-usa/us-educational-system/glossary#T

European Union. (2022). Ethical guidelines on the use of artificial intelligence (AI) in teaching and learning for educators. https://op.europa.eu/en/publication-detail/-/publication/d81a0d54-5348-11ed-92ed-01aa75ed71a1/language-en

Flinders University (2023). What is artificial intelligence? Flinders University Library. https://library.flinders.edu.au/students/ai

Fyfe, P. (2022). How to cheat on your final paper: Assigning AI for student writing. AI & Society. https://link.springer.com/article/10.1007/s00146-022-01397-z

Foltýnek, T., Bjelobaba, S., Glendinning, I, Khan, Z.R., Santos, R. Pavletic, P., & Kravjar, J. (2023). ENAI Recommendations on the ethical use of Artificial Intelligence in Education. International Journal for Academic Integrity, 19, 12. https://doi.org/10.1007/s40979-023-00133-4

Gero, K. I., et al. (2022). Sparks: Inspiration for science writing using language models. DIS '22: Designing Interactive Systems Conference, Association for Computing Machinery, Inc. https://arxiv.org/abs/2110.07640

Government of Canada. (2022). Education in Canada: Post-secondary. https://www.canada.ca/en/immigration-refugees-citizenship/services/new-immigrants/new-life-canada/education/types-school/post-secondary.html

Groves, M., & Mundt, K. (2021). A ghostwriter in the machine? Attitudes of academic staff towards machine translation use in internationalised Higher Education. Journal of English for Academic Purposes, 50. https://doi.org/10.1016/j.jeap.2021.100957

Hartling, L., Guise, J. M., Hempel, S., Featherstone, R., Mitchell, M. D., Motu’Apuaka, M. L., Robinson, K. A., Schoelles, K., Totten, A., Whitlock, E., Wilt, T. J., Anderson, J., Berliner, E., Gozu, A., Kato, E., Paynter, R., & Umscheid, C. A. (2017). Fit for purpose: Perspectives on rapid reviews from end-user interviews. Systematic Reviews, 6(32). https://doi.org/10.1186/s13643-017-0425-7

Hemsley, B., Power, E., & Given, F. (January 18, 2023). Will AI tech like ChatGPT improve inclusion for people with communication disability. The Conversation. https://theconversation.com/will-ai-tech-like-chatgpt-improve-inclusion-for-people-with-communication-disability-196481

Hiatt, B. (2023, January 28). ChatGPT: Educators hold emergency meetings as AI disrupts schools and universities across Australia. The West Australian. https://thewest.com.au/technology/chatgpt-educators-scramble-as-ai-disrupts-schools-and-universities-across-australia-c-9565061

Hong, Q. N., Pluye, P., Fàbregues, S., Bartlett, G., Boardman, F., Cargo, M., Dagenais, P., Gagnon, M., Griffiths, F., Nicolau, B., O’Cathain, A., Rousseau, M., & Vedel, I. (2018). Mixed methods appraisal tool (MMAT). McGill University. http://mixedmethodsappraisaltoolpublic.pbworks.com/w/file/fetch/127916259/MMAT_2018_criteria-manual_2018-08-01_ENG.pdf

Hotson, B., & Bell, S. (2023). Academic writing and ChatGPT: Step back to step forward. Canadian Writing Centers Association. https://cwcaaccr.com/2023/04/09/chatgpt-step-back-to-step-forward/.

ICAI (2021). The Fundamental Values of Academic Integrity. https://academicintegrity.org/resources/fundamental-values

Keith, T. (2023). Combating Academic Dishonesty, Part 6: ChatGPT, AI, and Academic Integrity. Academic Technology Solutions. https://academictech.uchicago.edu/2023/01/23/combating-academic-dishonesty-part-6-chatgpt-ai-and-academic-integrity/

Khan, Z. R. (2023). Artificial intelligence content generators in education for schools and universities: A good practice guide, European Network for Academic Integrity Working Group Centre for Academic Integrity in the UAE. University of Wollongong in Dubai. https://academicintegrity-uae.com/category/faculty- resources/

Kim, J. (2018, April 25). Are the professions (disciplines?) of educational developer and learning designer merging? Or not? Inside Higher Ed. https://www.insidehighered.com/digital-learning/blogs/technology-and-learning/are-professions-disciplines-educational-developer-and

Kublik, D., & Saboo, S. (2022). GPT-3: Building innovative NLP products using large language models. O’Reilly.

Lesage, J., Brennan, R., Eaton, S. E., Moya, B., McDermott, B., Wiens, J., & Herrero, K. (2023). Exploring natural language processing in mechanical engineering education: Implications for academic integrity. International Journal of Mechanical Engineering Education. https://journals.sagepub.com/doi/full/10.1177/03064190231166665

Lockwood, C., Munn, Z., & Porritt, K. Qualitative research synthesis: Methodological guidance for systematic reviewers utilizing meta-aggregation. International Journal of Evidence Based Healthcare, 13(3), 179–187. https://pubmed.ncbi.nlm.nih.gov/26262565/

Lunny, C., Antony, J., Ríos, P., Williams, C., Ramkissoon, N., Straus, S. E., & Tricco, A. C. (2021). Safety and effectiveness of dose-sparing strategies for intramuscular seasonal influenza vaccine: A rapid scoping review. BMJ Open, 11. https://doi.org/10.1136/bmjopen-2021-050596

McArthur A, Klugarova J, Yan H, & Florescu S. Chapter 4: Systematic reviews of text and opinion. In E. Aromataris & Z. Munn (Eds), JBI Manual for Evidence Synthesis. https://doi.org/10.46658/JBIMES-20-01

McNeill, L., & Chaudhuri, A. (2023). The opportunities of ChatGPT. University of British Columbia. https://academicintegrity.ubc.ca/2023/02/15/the-opportunities-of-chatgpt/

Merine, R., Purkayastha, S. (2022). Risks and benefits of AI-generated text summarization for expert level content in graduate health informatics. 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI), Institute of Electrical and Electronics Engineers Inc. https://ieeexplore.ieee.org/document/9874678/

Mindzak, M. (2020, February 17). What happens when a machine can write as well as an academic? University Affairs. https://www.universityaffairs.ca/opinion/in-my-opinion/what-happens-when-a-machine-can-write-as-well-as-an-academic/

Monash University. (2023). Generative AI and assessment. https://www.monash.edu/learning-teaching/teachhq/Teaching-practices/artificial-intelligence/generative-ai-and-assessment

Moya, B. A., Eaton, S. E., Pethrick, H., Hayden, K. A., Brennan, R., Wiens, J., McDermott, B., & Lesage, J. (2023). Academic integrity and artificial intelligence in higher education contexts: A rapid scoping review protocol. Canadian Perspectives on Academic Integrity, 5(2). https://journalhosting.ucalgary.ca/index.php/ai/article/view/75990

Munn, Z., Peters, M. D. J., Stern, C., Tufanaru, C., McArthur, A., & Aromataris, E. (2018). Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach. BMC Medical Research Methodology, 18(143). https://doi.org/10.1186/s12874-018-0611-x

Munn, Z., Pollock, D., Khalil, H., Alexander, L., Mclnerney, P., Godfrey, C. M., Peters, M., & Tricco, A. (2022). What are scoping reviews? Providing a formal definition of scoping reviews as a type of evidence synthesis. JBI Evidence Synthesis, 20(4), 950-952. https://pubmed.ncbi.nlm.nih.gov/35249995/

Murphy, S. (2023). ChatGPT passes exams from law and business schools. CNN Business. https://www.cnn.com/2023/01/26/tech/chatgpt-passes-exams/index.html

Nature (2023). Tools such as ChatGPT threaten transparent science. Nature (613). https://www.nature.com/articles/d41586-023-00191-1

OECD. (2002). Education at a glance: OECD indicators 2002. https://www.oecd-ilibrary.org/docserver/eag-2002-en.pdf?expires=1660686371&id=id&accname=guest&checksum=91C5FA8FBA74551E2A1C380F1079D47F

Ouyang, F., Zheng, F., & Jiao, P. (2022). Artificial intelligence in online higher education: A systematic review of empirical research from 2011 to 2020. Education and Information Technologies 27(6): 7893-7925. https://link.springer.com/article/10.1007/s10639-022-10925-9

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hrobjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., McGuiness, L. A., Stewart, L. A., Thomas, J., Tricco, A.C., Welch, V. A, Whiting, P., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372(71). https://doi.org/10.1136/bmj.n71

Perkins, M. (2023). Academic integrity considerations of AI Large Language Models in the post-pandemic era: ChatGPT and beyond. Journal of University Teaching and Learning Practice, 20(2). https://ro.uow.edu.au/cgi/viewcontent.cgi?article=3071&context=jutlp

Peters, M. D., Godfrey, C., McInerney, P., Munn, Z., Tricco, A., & Khalil, H. (2020). Chapter 11: Scoping reviews. In E. Aromataris & Z. Munn (Eds.), JBI manual for evidence synthesis. JBI. https://doi.org/10.46658/jbimes-20-12

Peters, M. D. J., Godfrey, C., McInerney, P., Khalil, H., Larsen, P., Marnie, C., Pollock, D., Tricco, A. C., & Munn, Z. (2022). Best practice guidance and reporting items for the development of scoping review protocols. JBI Evidence Synthesis, 20(4), 953-968. https://doi.org/10.11124/JBIES-21-00242

Popenici, S. A. D., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(22). https://doi.org/10.1186/s41039-017-0062-8

Prentice, F. M., & Kinden, C. E. (2018). Paraphrasing tools, language translation tools and plagiarism: An exploratory study. International Journal for Educational Integrity, 14. https://edintegrity.biomedcentral.com/articles/10.1007/s40979-018-0036-7

Roe, J., & Perkins, M. (2022). What are automated paraphrasing tools and how do we address them? A review of a growing threat to academic integrity. International Journal for Educational Integrity, 18(1). https://edintegrity.biomedcentral.com/articles/10.1007/s40979-022-00109-w

Roe, J., Renandya, W., & Jacobs, G. (2023). A review of AI-powered writing tools and their implications for academic integrity in the language classroom. Journal of English and Applied Linguistics 2(1). https://animorepository.dlsu.edu.ph/jeal/vol2/iss1/3/

Rogerson, A. M., & McCarthy, G. (2017). Using internet based paraphrasing tools: Original work, patchwriting or facilitated plagiarism? International Journal for Educational Integrity, 13(2). https://edintegrity.biomedcentral.com/articles/10.1007/s40979-016-0013-y

Sabzalieva, E., & Valentini, A. (2023). ChatGPT and artificial intelligence in higher education: Quick start guide. UNESCO. https://www.iesalc.unesco.org/wp-content/uploads/2023/04/ChatGPT-and-Artificial-Intelligence-in-higher-education-Quick-Start-guide_EN_FINAL.pdf

Sharples, M. (2022). Automated essay writing: An AIED opinion. International Journal of Artificial Intelligence in Education, 32(4), 1119-1126. https://link.springer.com/article/10.1007/s40593-022-00300-7

Sloan, K. (2023, January 25). ChatGPT passes law school exams despite 'mediocre' performance. Reuters. https://www.reuters.com/legal/transactional/chatgpt-passes-law-school-exams-despite-mediocre-performance-2023-01-25/

Statistics Canada. (2018). National Occupational Classification (NOC) 2011. https://www23.statcan.gc.ca/imdb/p3VD.pl?Function=getVD&TVD=122372&CVD=122375&CPV=511&CST=01012011&CLV=3&MLV=4&D=1

Statistics Canada. (2022). Table 37-10-0076-01 number of full-time teaching staff at Canadian universities, by rank, sex, inactive. https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3710007601

Sullivan, M., Kelly, A., & McLaughlan, P. (2023). ChatGPT in higher education: Considerations for academic integrity and student learning. Journal of Applied Learning & Teaching 6(1). https://journals.sfu.ca/jalt/index.php/jalt/article/view/731/559

Tauginiené, L., Gaižauskaité, I., Glendinning, I., Kravjar, J., Ojsteršek, M., Ribeiro, L., Odiņeca, T., Marino, F., Cosentino, M., Sivasubramaniam, S., Foltýnek, T. Glossary for Academic Integrity. https://www.academicintegrity.eu/wp/wp-content/uploads/2023/02/EN-Glossary_revised_final_24.02.23.pdf

Tertiary Education Quality and Standards Agency (TEQSA). (2023). Artificial intelligence. https://www.teqsa.gov.au/guides-resources/higher-education-good-practice-hub/artificial-intelligence

Tricco, A. C., Antony, J., Zarin, W., Strifler, L., Ghassemi, M., Ivory, J., Perrier, L., Hutton, B., Moher, D., & Straus, S. E. (2015). A scoping review of rapid review methods. BMC Medicine, 13(224). https://doi.org/10.1186/s12916-015-0465-6

UNESCO OECD EUROSTAT. (2001). 2001 Data Collection on Education Systems: Definitions, Explanations and Instructions.

UNESCO. (2021). The ethics of artificial intelligence. https://unesdoc.unesco.org/ark:/48223/pf0000381137

Wollscheid, S., & Tripney, J. (2021). Rapid reviews as an emerging approach to evidence synthesis in education. London Review of Education, 19(1). https://doi.org/10.14324/lre.19.1.32

Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education–where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1-27. https://doi.org/10.1186/s41239-019-0171-0

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2024-03-31

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Moya, B., Eaton, S., Pethrick , H., Hayden, A., Brennan, R., Wiens, J., & McDermott, B. (2024). Academic Integrity and Artificial Intelligence in Higher Education (HE) Contexts: A Rapid Scoping Review. Canadian Perspectives on Academic Integrity, 7(3). https://doi.org/10.55016/ojs/cpai.v7i3.78123

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