Transforming Online Learning Management: Generative Models on ChatGPT to Enhance Online Student Engagement Scale (OLE)

Authors

DOI:

https://doi.org/10.47766/idarah.v7i2.1514

Keywords:

ChatGPT, Online Learning, Student Engagement Scale, Teaching Sociology

Abstract

Artificial Intelligence (AI) technology in education is rising, with ChatGPT, an advanced AI chatbot developed by OpenAI, gaining popularity. This study focuses on exploring the potential of ChatGPT in enhancing academic learning in sociology and politics. Using a quantitative research approach, the study examines student engagement with ChatGPT in an educational setting. The research was conducted with 23 fourth-semester undergraduate students in early 2023. The findings indicate that ChatGPT generates enthusiasm and high levels of student engagement, facilitating activities such as idea exchange, discussions, analysis, and motivation. However, the integration of ChatGPT in education requires well-defined strategies and pedagogical approaches that prioritize critical thinking skills and access to fact-checking resources. The study suggests future research directions to ensure the responsible use of chatbots like ChatGPT in academic environments. Although challenges exist, such as potential bias, the need for human oversight, and risks of misuse, effective management can overcome these obstacles. Leveraging AI in education offers opportunities for students to develop an early understanding of social biases, critical elements, and risks associated with AI implementation. The study concludes with recommendations for addressing these challenges and promoting the ethical use of ChatGPT in education.

References

Adiguzel, T., Kaya, M. H., & Cansu, F. K. (2023). Revolutionizing Education with AI: Exploring the Transformative Potential of ChatGPT. Contemporary Educational Technology, 15(3), ep429. https://doi.org/10.30935/cedtech/13152

Alkaissi, H., & McFarlane, S. I. (2023). Artificial Hallucinations in ChatGPT: Implications in Scientific Writing. Cureus. https://doi.org/10.7759/cureus.35179

Atlas, S. (2023). ChatGPT for Higher Education and Professional Development: A Guide to Conversational AI. College of Business Faculty Publications.

Baidoo-Anu, D., & Owusu Ansah, L. (2023). Education in the Era of Generative Artificial Intelligence (AI): Understanding the Potential Benefits of ChatGPT in Promoting Teaching and Learning. Journal of AI, 7(1), 52–62. https://doi.org/10.61969/jai.1337500

Bozkurt, A., Xiao, J., Lambert, S., Pazurek, A., Crompton, H., Koseoglu, S., Farrow, R., Bond, M., Nerantzi, C., & Honeychurch, S. (2023). Speculative Futures on ChatGPT and Generative Artificial Intelligence (AI): A Collective Reflection from the Educational Landscape. Asian Journal of Distance Education, 18(1). https://digitalcommons.odu.edu/teachinglearning_fac_pubs/199/

Chaudhry, I. S., Sarwary, S. A. M., El Refae, G. A., & Chabchoub, H. (2023). Time to Revisit Existing Student’s Performance Evaluation Approach in Higher Education Sector in a New Era of ChatGPT — A Case Study. Cogent Education, 10(1). https://doi.org/10.1080/2331186X.2023.2210461

Cheng, Y.-M. (2022). How Different Categories of Gamified Stimuli Affect Massive Open Online Courses Continuance Intention and Learning Performance? Mediating Roles of Internal Experiences. Social Science Computer Review, 089443932211119. https://doi.org/10.1177/08944393221111928

Cohen, L., Manion, L., & Morrison, K. (2018). Research Methods in Education. Routledge. https://doi.org/10.4324/9780203224342

Dergaa, I., Chamari, K., Zmijewski, P., & Ben Saad, H. (2023). From Human Writing to Artificial Intelligence Generated Text: Examining The Prospects and Potential Threats of ChatGPT in Academic Writing. Biology of Sport, 40(2), 615–622. https://doi.org/10.5114/biolsport.2023.125623

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

Felzensztein, C., & Tretiakov, A. (2023). Technology Adaptation: Micro New Ventures in a COVID-19 Lockdown. International Journal of Entrepreneurial Behavior & Research, 29(4), 1007–1026. https://doi.org/10.1108/IJEBR-10-2021-0838

Firat, M. (2023). How chat GPT can transform autodidactic experiences and open education. Department of Distance Education, Open Education Faculty, Anadolu Unive. https://doi.org/10.31219/osf.io/9ge8m

Fui-Hoon Nah, F., Zheng, R., Cai, J., Siau, K., & Chen, L. (2023). Generative AI and ChatGPT: Applications, Challenges, and AI-human Collaboration. Journal of Information Technology Case and Application Research, 25(3), 277–304. https://doi.org/10.1080/15228053.2023.2233814

Gall, M. D., Borg, W. R., & Gall, J. P. (1996). Educational research: An introduction. Longman Publishing.

Gill, S. S., Xu, M., Patros, P., Wu, H., Kaur, R., Kaur, K., Fuller, S., Singh, M., Arora, P., Parlikad, A. K., Stankovski, V., Abraham, A., Ghosh, S. K., Lutfiyya, H., Kanhere, S. S., Bahsoon, R., Rana, O., Dustdar, S., Sakellariou, R., … Buyya, R. (2024). Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots. Internet of Things and Cyber-Physical Systems, 4, 19–23. https://doi.org/10.1016/j.iotcps.2023.06.002

Hagerty, A., & Rubinov, I. (2019). Global AI Ethics: A Review of The Social Impacts And Ethical Implications of Artificial Intelligence. ArXiv Preprint ArXiv:1907.07892. https://doi.org/10.48550/arXiv.1907.07892

Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., Krusche, S., Kutyniok, G., Michaeli, T., Nerdel, C., Pfeffer, J., Poquet, O., Sailer, M., Schmidt, A., Seidel, T., … Kasneci, G. (2023). ChatGPT for Good? On Opportunities and Challenges of Large Language Models for Education. Learning and Individual Differences, 103, 102274. https://doi.org/10.1016/j.lindif.2023.102274

Kooli, C. (2023). Chatbots in Education and Research: A Critical Examination of Ethical Implications and Solutions. Sustainability, 15(7), 5614. https://doi.org/10.3390/su15075614

Leon, A. J., & Vidhani, D. (2023). ChatGPT Needs a Chemistry Tutor Too. Journal of Chemical Education, 100(10), 3859–3865. https://doi.org/10.1021/acs.jchemed.3c00288

Lund, B. D., & Wang, T. (2023). Chatting about ChatGPT: How May AI and GPT impact Academia and Libraries? Library Hi Tech News, 40(3), 26–29. https://doi.org/10.1108/LHTN-01-2023-0009

Lund, B. D., Wang, T., Mannuru, N. R., Nie, B., Shimray, S., & Wang, Z. (2023). Chatgpt And a New Academic Reality: Artificial Intelligence-Written Research Papers and The Ethics of The Large Language Models in Scholarly Publishing. Journal of the Association for Information Science and Technology, 74(5), 570–581. https://doi.org/10.1002/asi.24750

Malinka, K., Peresíni, M., Firc, A., Hujnák, O., & Janus, F. (2023). On the Educational Impact of ChatGPT: Is Artificial Intelligence Ready to Obtain a University Degree? Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1, 47–53. https://doi.org/10.1145/3587102.3588827

Purificato, E., Lorenzo, F., Fallucchi, F., & De Luca, E. W. (2023). The Use of Responsible Artificial Intelligence Techniques in the Context of Loan Approval Processes. International Journal of Human–Computer Interaction, 39(7), 1543–1562. https://doi.org/10.1080/10447318.2022.2081284

Rahman, M. M., & Watanobe, Y. (2023). ChatGPT for Education and Research: Opportunities, Threats, and Strategies. Applied Sciences, 13(9), 5783. https://doi.org/10.3390/app13095783

Wardat, Y., Tashtoush, M. A., AlAli, R., & Jarrah, A. M. (2023). ChatGPT: A Revolutionary tool for Teaching and Learning Mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 19(7), em2286. https://doi.org/10.29333/ejmste/13272

Whittlestone, J., Nyrup, R., Alexandrova, A., Dihal, K., & Cave, S. (2019). Ethical and Societal Implications of Algorithms, Data, and Artificial Intelligence: a Roadmap for Research. In London: Nuffield …. http://www.nuffieldfoundation.org/sites/default/files/files/Ethical-and-Societal-Implications-of-Data-and-AI-report-Nuffield-Foundat.pdf

Yuzar, E., Rahmiaty, R., & Rahman, F. (2022). “Am I Being Rude”: Exploring Indonesian Students’ Intercultural Communicative Competence in Inner Circle Countries. Lingual: Journal of Language & Culture, 13(1), 18–27.

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Published

2023-12-31

How to Cite

Al Yakin, A., Muthmainnah, M., Apriani, E. ., Obaid, A. J. ., & Elngar, A. A. . (2023). Transforming Online Learning Management: Generative Models on ChatGPT to Enhance Online Student Engagement Scale (OLE). Idarah (Jurnal Pendidikan Dan Kependidikan), 7(2), 135–148. https://doi.org/10.47766/idarah.v7i2.1514

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