Improving Collaboration in Higher Education Through ChatGPT Using the Addie Framework

Authors

  • Alton Mabina University of Botswana

DOI:

https://doi.org/10.58355/competitive.v4i1.162

Keywords:

artificial intelligence, collaborative learning, ADDIE framework, ChatGPT, higher education, instructional design

Abstract

The integration of artificial intelligence (AI) in higher education has gained significant attention, particularly in enhancing collaborative learning. This study explores the effectiveness of ChatGPT in improving group interactions, critical thinking, and engagement using the ADDIE framework. The research provides a structured approach to AI adoption, ensuring it complements traditional teaching methods rather than replacing them. A systematic review of AI-supported educational frameworks was conducted, analyzing studies from academic databases. Inclusion criteria focused on research involving AI-assisted collaborative learning, while exclusion criteria omitted studies unrelated to higher education or lacking empirical evaluation. Results indicate that while models like Bloom’s Taxonomy, TPACK, and SAMR contribute to AI-enhanced learning, they lack structured implementation for collaborative activities. The ADDIE model offers a systematic framework for designing, developing, and evaluating AI-supported learning strategies, ensuring continuous refinement. Findings reveal that ChatGPT significantly enhances teamwork, problem-solving, and engagement in structured group activities. However, challenges such as ethical considerations, accessibility, and AI biases must be addressed. This study contributes by proposing a replicable AI-integration model, offering guidelines for policymakers and educators, and emphasizing responsible AI use. Future research should refine AI applications for inclusivity and ethical implementation in diverse educational settings.

Downloads

Download data is not yet available.

References

Abu Khurma, O., Albahti, F., Ali, N., & Bustanji, A. (2024). AI ChatGPT and student engagement: Unraveling dimensions through PRISMA analysis for enhanced learning experiences. Contemporary Educational Technology, 16(2), ep503. https://doi.org/10.30935/cedtech/14334

Abuhassna, H., Alnawajha, S., Awae, F., Mohamed Adnan, M. A. B., & Edwards, B. I. (2024). Synthesizing technology integration within the Addie model for instructional design: A comprehensive systematic literature review. Journal of Autonomous Intelligence, 7(5), 1546. https://doi.org/10.32629/jai.v7i5.1546

Adel, A., Ahsan, A., & Davison, C. (2024). ChatGPT Promises and Challenges in Education: Computational and Ethical Perspectives. Education Sciences, 14(8), 814. https://doi.org/10.3390/educsci14080814

Al Shloul, T., Mazhar, T., Abbas, Q., Iqbal, M., Ghadi, Y. Y., Shahzad, T., Mallek, F., & Hamam, H. (2024). Role of activity-based learning and ChatGPT on students’ performance in education. Computers and Education: Artificial Intelligence, 6, 100219. https://doi.org/10.1016/j.caeai.2024.100219

Al-Jahwari, M., & Yousif, M. J. (2025). The Impact of AI Tools on Education: ChatGPT in Focus. Artificial Intelligence & Robotics Development Journal, 4(4), 314–336. https://doi.org/10.52098/airdj.20244430

Almarzouqi, A., Aburayya, A., Alfaisal, R., Elbadawi, M. A., & Salloum, S. A. (2024). Ethical Implications of Using ChatGPT in Educational Environments: A Comprehensive Review. In A. Al-Marzouqi, S. A. Salloum, M. Al-Saidat, A. Aburayya, & B. Gupta (Eds.), Artificial Intelligence in Education: The Power and Dangers of ChatGPT in the Classroom (Vol. 144, pp. 185–199). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-52280-2_13

Anagnostopoulou, E., Grammatikos, N. A., Apostolou, D., & Mentzas, G. (2024). Trustworthy AI in education: A Roadmap for Ethical and Effective Implementation. Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 1–7. https://doi.org/10.1145/3688671.3688781

Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., Albanna, H., Albashrawi, M. A., Al-Busaidi, A. S., Balakrishnan, J., Barlette, Y., Basu, S., Bose, I., Brooks, L., Buhalis, D., … Wright, R. (2023). Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 71, 102642. https://doi.org/10.1016/j.ijinfomgt.2023.102642

Farooqi, M. T. K., Amanat, I., & Awan, S. M. (2024). Ethical Considerations and Challenges in the Integration of Artificial Intelligence in Education: A Systematic Review. Journal of Excellence in Management Sciences, 3(4), 35–50. https://doi.org/10.69565/jems.v3i4.314

Funa, A. A., & Gabay, R. A. E. (2025). Policy guidelines and recommendations on AI use in teaching and learning: A meta-synthesis study. Social Sciences & Humanities Open, 11, 101221. https://doi.org/10.1016/j.ssaho.2024.101221

Garcia, M. B., Goi, C. L., Shively, K., Maher, D., Rosak-Szyrocka, J., Happonen, A., Bozkurt, A., & Damaševičius, R. (2025). Understanding Student Engagement in AI-Powered Online Learning Platforms: A Narrative Review of Key Theories and Models. In A. R. Gierhart (Ed.), Advances in Educational Technologies and Instructional Design (pp. 1–30). IGI Global. https://doi.org/10.4018/979-8-3693-5633-3.ch001

Halaweh, M. (2023). ChatGPT in education: Strategies for responsible implementation. Contemporary Educational Technology, 15(2), ep421. https://doi.org/10.30935/cedtech/13036

Holmström, J. (2022). From AI to digital transformation: The AI readiness framework. Business Horizons, 65(3), 329–339. https://doi.org/10.1016/j.bushor.2021.03.006

Huang, L. (2023). Ethics of Artificial Intelligence in Education: Student Privacy and Data Protection. Science Insights Education Frontiers, 16(2), 2577–2587. https://doi.org/10.15354/sief.23.re202

Indrawati, Letjani, K. P., Kurniawan, K., & Muthaiyah, S. (2024). Adoption of chatgpt in educational institutions in Botswana: A customer perspective. Asia Pacific Management Review, 100346. https://doi.org/10.1016/j.apmrv.2024.100346

K, G., Goudar, R. H., G M, D., Kaliwal, Rohit. B., Rathod, V., Deshpande, S. L., Kulkarni, A., & Hukkeri, G. S. (2024). Enhancing Education with ChatGPT: Revolutionizing Personalized Learning and Teacher Support. EAI Endorsed Transactions on Internet of Things, 10. https://doi.org/10.4108/eetiot.6998

Khalif Khan, & Torralba, A. (2024). ChatGPT and Teaching Challenges: Innovating Pedagogics Design for Education Integration. Unpublished. https://doi.org/10.13140/RG.2.2.33133.81121

Li, H. (2023). Effects of a ChatGPT-based flipped learning guiding approach on learners’ courseware project performances and perceptions. Australasian Journal of Educational Technology, 39(5), 40–58. https://doi.org/10.14742/ajet.8923

Monika Singh, T., Kishor Kumar Reddy, C., Ramana Murthy, B. V., Nag, A., & Doss, S. (2024). AI and Education: Bridging the Gap to Personalized, Efficient, and Accessible Learning. In M. Ouaissa, M. Ouaissa, H. Lamaazi, M. El Hamlaoui, & K. K. Reddy C. (Eds.), Advances in Educational Technologies and Instructional Design (pp. 131–160). IGI Global. https://doi.org/10.4018/979-8-3693-8151-9.ch005

Munawar, H. B., & Misirlis, N. (2024). ChatGPT in Classrooms: Transforming Challenges into Opportunities in Education (Version 1). arXiv. https://doi.org/10.48550/ARXIV.2405.10645

Naznin, K., Al Mahmud, A., Nguyen, M. T., & Chua, C. (2025). ChatGPT Integration in Higher Education for Personalized Learning, Academic Writing, and Coding Tasks: A Systematic Review. Computers, 14(2), 53. https://doi.org/10.3390/computers14020053

Ou, S. (2024). Transforming Education: The Evolving Role of Artificial Intelligence in The Students Academic Performance. International Journal of Education and Humanities, 13(2), 163–173. https://doi.org/10.54097/cc1x7r95

Pagliara, S. M., Bonavolontà, G., Pia, M., Falchi, S., Zurru, A. L., Fenu, G., & Mura, A. (2024). The Integration of Artificial Intelligence in Inclusive Education: A Scoping Review. Information, 15(12), 774. https://doi.org/10.3390/info15120774

Parade, H. & Judea Pearl. (2024). The Role of ChatGPT in Education: Enhancing Cognitive Skills Development through Generative AI. Unpublished. https://doi.org/10.13140/RG.2.2.14678.87366

Rane, N. L., Desai, P., & Paramesha, M. (2024). Artificial intelligence, ChatGPT, and the new cheating dilemma: Strategies for academic integrity. In N. L. Rane (Ed), Artificial Intelligence and Industry in Society 5.0. Deep Science Publishing. https://doi.org/10.70593/978-81-981271-1-2_1

Ruiz-Rojas, L. I., Salvador-Ullauri, L., & Acosta-Vargas, P. (2024). Collaborative Working and Critical Thinking: Adoption of Generative Artificial Intelligence Tools in Higher Education. Sustainability, 16(13), 5367. https://doi.org/10.3390/su16135367

Salazar, L. R., Peeples, S. F., & Brooks, M. E. (2024). Generative AI Ethical Considerations and Discriminatory Biases on Diverse Students Within the Classroom: In S. Elmoudden & J. S. Wrench (Eds.), Advances in Educational Technologies and Instructional Design (pp. 191–213). IGI Global. https://doi.org/10.4018/979-8-3693-0831-8.ch010

Sani Khan, & Torralba, A. (2024). Integrating ChatGPT in Education: Teaching Strategies and Pedagogics Design for Future Learning Challenges. Unpublished. https://doi.org/10.13140/RG.2.2.13001.15203

Tan, X., Cheng, G., & Ling, M. H. (2025). Artificial intelligence in teaching and teacher professional development: A systematic review. Computers and Education: Artificial Intelligence, 8, 100355. https://doi.org/10.1016/j.caeai.2024.100355

Tunjera, N., & Chigona, A. (2020). Teacher Educators’ Appropriation of TPACK-SAMR Models for 21st Century Pre-Service Teacher Preparation: International Journal of Information and Communication Technology Education, 16(3), 126–140. https://doi.org/10.4018/IJICTE.2020070110

Villegas-Ch, W., & García-Ortiz, J. (2023). Toward a Comprehensive Framework for Ensuring Security and Privacy in Artificial Intelligence. Electronics, 12(18), 3786. https://doi.org/10.3390/electronics12183786

Xiao, N., Pei, Y., Yuan, C., Bu, Y., & Cai, Z. (2025). Transforming Education with Artificial Intelligence: A Comprehensive Review of Applications, Challenges, and Future Directions. International Theory and Practice in Humanities and Social Sciences, 2(1), 337–356. https://doi.org/10.70693/itphss.v2i1.211

Downloads

Published

2025-03-02

How to Cite

Mabina, A. (2025). Improving Collaboration in Higher Education Through ChatGPT Using the Addie Framework. COMPETITIVE: Journal of Education, 4(1), 81–96. https://doi.org/10.58355/competitive.v4i1.162