The Implementation of ChatGPT-based Learning for Higher Education in Indonesia: Systematic Literature Review

Authors

  • Sulfaedah Lestari STIA Abdul Haris Makassar, Indonesia

DOI:

https://doi.org/10.34050/elsjish.v7i2.35265

Keywords:

ChatGPT in Higher Education, ChatGPT, Prompt Engineering, AI in Education, GPT-3.5 and GPT-4o

Abstract

This research investigates the implementation of ChatGPT-based learning in higher education in Indonesia, emphasizing the analysis of its technical aspects and their contribution to educational practices. Through a systematic literature review, this study examines the positive impacts and challenges of integrating ChatGPT in university settings, drawing on recent analyses and diverse scholarly sources. The data were obtained from a variety of academic databases, including reputable web-blogs, Google Scholar, the Indonesian National Library's database, Education Resources Education Center (ERIC) Database, and E-Resources Perpusnas. The findings reveal that ChatGPT significantly enhances student engagement and writing skills, particularly in English as a Foreign Language (EFL) contexts. Key features such as custom GPTs, prompt engineering, and personalized settings play a crucial role in maximizing the tool's educational benefits. This research underscores the potential of ChatGPT to transform learning experiences by fostering interactive, personalized, and efficient educational environments. The implications of these findings contribute to a deeper understanding of AI's role in education, highlighting its capacity to enhance learning outcomes and educational engagement in higher education institutions in Indonesia.

References

Ali, K., Barhom, N., Tamimi, F., & Duggal, M. (2024). ChatGPT—A double‐edged sword for healthcare education? Implications for assessments of dental students. European Journal of Dental Education, 28(1), 206-211.. https://doi.org/10.1111/eje.12937

Ambrosio, C. (2019). Unsettling robots and the future of art Unsecured Futures Lucy Seal, curator The Barn Gallery, St John’s College, University of Oxford Through 6 July 2019. Science, 365(6448), 38–39. https://doi.org/10.1126/science.aay1956

Atlas, S. (2023). ChatGPT for higher education and professional development: A guide to conversational AI. Independently Published.

Biswas, S. (2023). Role of chatGPT in Law: According to chatGPT. Open Access Journal of Data Science and Artificial Intelligence, 1(1). https://doi.org/10.23880/oajda-16000103

Canedo, E., Calazans, A., Silva, G., Masson, E., & Mendonça, F. (2024). Teaching practice using chatgpt in higher education. Proceedings of the 26th International Conference on Enterprise Information Systems. http://dx.doi.org/10.5220/0012725500003690

Črček, N., & Patekar, J. (2023). Writing with AI: University students’ use of chatgpt. Journal of Language and Education, 9(4), 128–138. https://doi.org/10.17323/jle.2023.17379

Ekin, S. (2023). Prompt engineering for chatgpt: A quick guide to techniques, tips, and best practices. Institute of Electrical and Electronics Engineers (IEEE). http://dx.doi.org/10.36227/techrxiv.22683919.v2

ERUL, E., & IŞIN, A. (2023). ChatGPT ile Sohbetler: Turizmde ChatGPT’nin Önemi (Chats with ChatGPT. Journal of Tourism and Gastronomy Studies, 11(1), 780-793. https://doi.org/10.21325/jotags.2023.1217

Fauzi, F., Tuhuteru, L., Sampe, F., Ausat, A. M. A., & Hatta, H. R. (2023). Analysing the role of ChatGPT in improving student productivity in higher education. Journal on Education, 5(4), 14886-14891. https://doi.org/10.31004/joe.v5i4.2563

Fink, A. (2010). Conducting research literature reviews: From the internet to paper. SAGE.

Fitria, T. N. (2023). Artificial intelligence (AI) technology in OpenAI ChatGPT application: A review of ChatGPT in writing English essay. ELT Forum: Journal of English Language Teaching, 12(1), 44–58. https://doi.org/10.15294/elt.v12i1.64069

Genkina, D. (2024). Don’t Start a Career as an AI Prompt Engineer AI will Take Your Job. IEEE Spectrum, 61(5), 30–34. https://doi.org/10.1109/mspec.2024.10523015

Giray, L. (2023). Prompt engineering with chatgpt: A guide for academic writers. Annals of Biomedical Engineering, 51(12), 2629–2633. https://doi.org/10.1007/s10439-023-03272-4

Hanna, D. (2023). The use of artificial intelligence art generator “midjourney” in artistic and advertising creativity. Journal of Design Sciences and Applied Arts, 4(2), 42–58. https://doi.org/10.21608/jdsaa.2023.169144.1231

Hasanein, A. M., & Sobaih, A. (2023). Drivers and consequences of chatgpt use in higher education: Key stakeholder perspectives. European Journal of Investigation in Health, Psychology and Education, 13, 2599–2614. https://doi.org/10.3390/ejihpe13110181

Hopkins, B. (2024). Introducing ChatGPT for Java Developers. In ChatGPT for Java: A Hands-on Developer's Guide to ChatGPT and Open AI APIs (pp. 1-23). Berkeley, CA: Apress. http://dx.doi.org/10.1007/979-8-8688-0116-7_1

Huang, K., & Zhu, F. (2023). ChatGPT and gig economy. In Beyond AI (pp. 129–158). Springer Nature Switzerland. http://dx.doi.org/10.1007/978-3-031-45282-6_5

Hultgren, C., Lindkvist, A., Özenci, V., & Curbo, S. (2023). ChatGPT (GPT-3.5) as an assistant tool in microbial pathogenesis studies in Sweden: a cross-sectional comparative study. Journal of Educational Evaluation for Health Professions, 20. https://doi.org/10.3352/jeehp.2023.20.32

Kavadella, A., Silva, M. A. D. da, Kaklamanos, E., Stamatopoulos, V., & Giannakopoulos, K. (2023). A mixed-methods evaluation of ChatGPT’s real-life implementation in Undergraduate Dental Education. JMIR Medical Education. https://doi.org/10.2196/51344

Kocoń, J., Cichecki, I., Kaszyca, O., Kochanek, M., Szydło, D., Baran, J., Bielaniewicz, J., Gruza, M., Janz, A., Kanclerz, K., Kocoń, A., Koptyra, B., Mieleszczenko-Kowszewicz, W., Miłkowski, P., Oleksy, M., Piasecki, M., Radliński, Ł., Wojtasik, K., Woźniak, S., & Kazienko, P. (2023). ChatGPT: Jack of all trades, master of none. Information Fusion, 99, 101861. https://doi.org/https://doi.org/10.1016/j.inffus.2023.101861

Korzynski, P., Mazurek, G., Krzypkowska, P., & Kurasinski, A. (2023). Artificial intelligence prompt engineering as a new digital competence: Analysis of generative AI technologies such as ChatGPT. Entrepreneurial Business and Economics Review, 11(3), 25–37. https://doi.org/10.15678/eber.2023.110302

Kratzke, N., & Drews, A. (2024). Don’t train, just prompt: Towards a prompt engineering approach for a more generative container orchestration management. Proceedings of the 14th International Conference on Cloud Computing and Services Science. http://dx.doi.org/10.5220/0012710300003711

Li, Y. (2023a). The potential application of chatgpt in higher education management. Lecture Notes in Education Psychology and Public Media. https://doi.org/10.54254/2753-7048/25/20230750

Li, Y. (2023b). The potential application of chatgpt in higher education management. Lecture Notes in Education Psychology and Public Media. https://doi.org/10.54254/2753-7048/25/20230750

Marzuki, Widiati, U., Rusdin, D., Darwin, & Indrawati, I. (2023). The impact of AI writing tools on the content and organization of students’ writing: EFL teachers’ perspective. Cogent Education, 10(2). https://doi.org/10.1080/2331186x.2023.2236469

Meskó, B. (2023). Prompt engineering as an important emerging skill for medical professionals: Tutorial. Journal of Medical Internet Research, 25, e50638. https://doi.org/10.2196/50638

Mhlanga, D. (2023). ChatGPT in education: Exploring opportunities for emerging economies to improve education with ChatGPT. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4355758

Mungoli, N. (2023). Exploring the synergy of prompt engineering and reinforcement learning for enhanced control and responsiveness in chat GPT. Journal of Electrical Electronics Engineering, 2(3). https://doi.org/10.33140/jeee.02.03.02

Neumann, M., Rauschenberger, M., & Schön, E.-M. (2023). “We need to talk about chatgpt”: The future of AI and higher education. 2023 IEEE/ACM 5th International Workshop on Software Engineering Education for the Next Generation (SEENG), 29–32. https://doi.org/10.1109/SEENG59157.2023.00010

OpenAI. (2022). Introducing ChatGPT. OpenAI. https://openai.com/index/chatgpt/

OpenAI. (2024, May 13). Introducing GPT-4o and more tools to ChatGPT free users. OpenAI. https://openai.com/index/gpt-4o-and-more-tools-to-chatgpt-free/

Pavlik, J. V. (2023). Collaborating with chatgpt: Considering the implications of generative artificial intelligence for journalism and media education. Journalism & Mass Communication Educator, 78(1), 84–93. https://doi.org/10.1177/10776958221149577

Polverini, G., & Gregorcic, B. (2024). How understanding large language models can inform the use of ChatGPT in physics education. European Journal of Physics, 45(2), 025701. https://doi.org/10.1088/1361-6404/ad1420

Rahman, F. (2024, May). Cyber Literature and ChatGPT in the Global of IoT Connectivity. In 4th International Conference on Linguistics and Culture (ICLC-4 2023) (pp. 344-348). Atlantis Press.

Rahma, A., & Fithriani, R. (2024). The Potential Impact of Using Chat Gpt On Efl Students’ Writing:Teachers’ Perspective. Indonesian EFL Journal (IEFLJ), 10(1).

Surapaneni, K., Rajajagadeesan, A., Goudhaman, L., Lakshmanan, S., Sundaramoorthi, S., Ravi, D., Rajendiran, K., & Swaminathan, P. (2023). Evaluating ChatGPT as a self-learning tool in medical biochemistry: A performance assessment in undergraduate medical university examination. Biochemistry and Molecular Biology Education : A Bimonthly Publication of the International Union of Biochemistry and Molecular Biology. https://doi.org/10.1002/bmb.21808

Team, S. (2023, September 27). 195 chatgpt prompts (& how to write your own). Semrush. https://www.semrush.com/blog/chatgpt-prompts/

Wahyuddin, W., Hasman, H., & Idris, A. R. (2023). Implementation of ChatGPT on English Class Essay Writing Skills in University Students. ELS Journal on Interdisciplinary Studies in Humanities, 6(4).

Yaumi, M. T. A. H., Rahman, F., & Sahib, H. (2024). Bridging Language and Technology through Semiotic Technology. International Journal of Social Science Research and Review, 7(1), 52-61.

Yaumi, M. T. A. H., Rahman, F., & Sahib, H. (2023). Exploring WhatsApp as Teaching and Learning Activities during Covid-19/New Normal era: A Semiotic Technology Analysis. International Journal of Current Science Research and Review, 6(12), 7627-7634.

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Published

2024-06-15

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