EKSPLORASI PENGGUNAAN AI SEBAGAI ALAT BANTU AKADEMIK MAHASISWA FAI UNMUHA DALAM PERKULIAHAN STATISTIKA PENDIDIKAN
DOI:
https://doi.org/10.30601/dedikasi.v10i1.7410Keywords:
artificial intelligence, academic support tool, educational statistics, academic ethics, FAI students.Abstract
The development of Artificial Intelligence (AI) has brought significant changes to higher education, including teaching and learning processes at universities. This study aims to explore the level of knowledge, utilization patterns, benefits, and challenges faced by students of the Faculty of Islamic Studies at Universitas Muhammadiyah Aceh (FAI Unmuha) in using AI as an academic support tool in the Educational Statistics course. The study employed a mixed-methods approach with a descriptive qualitative and quantitative design. Data were collected through questionnaires and interviews involving 21 randomly selected respondents. The results indicate that 85.71% of students have used AI, with commonly used applications including ChatGPT, Grammarly, QuillBot, Canva, Blackbox, Cici AI, and Gemini. The perceived benefits include ease of accessing references (42.86%), faster task completion (28.57%), and improved understanding of Educational Statistics material (19.05%). In addition, AI was considered helpful in enhancing conceptual understanding (mean score 3.38) and facilitating the completion of academic tasks (mean score 3.71). However, students also reported several challenges, such as limited ability to optimize AI features, slow internet connectivity, and concerns regarding academic ethics and potential plagiarism. These findings indicate that while AI has substantial potential as an academic support tool, strengthening digital literacy and establishing ethical and contextual AI usage guidelines are essential in Islamic higher education settings.References
Aoun, J. E. (2017). Robot-proof: Higher education in the age of artificial intelligence. MIT Press.
Baker, T., & Smith, L. (2019). Educ-AI-tion rebooted? The future of AI in schools. Nesta.
Floridi, L., & Cowls, J. (2019). A unified framework of five principles for AI in society. Harvard Data Science Review, 1(1). https://doi.org/10.1162/99608f92.8cd550d1
Gay, L. R. (2011). Educational research: Competencies for analysis and applications (10th ed.). Pearson Education.
Glass, G. V., & Stanley, J. C. (1970). Statistical methods in education and psychology. Prentice-Hall.
Hinojo-Lucena, F.-J., Aznar-Díaz, I., Cáceres-Reche, M.-P., & Trujillo-Torres, J.-M. (2019). Artificial intelligence in higher education: A bibliometric study. Education Sciences, 9(1), 51. https://doi.org/10.3390/educsci9010051
Hwang, G.-J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, challenges, roles, and research issues of artificial intelligence in education. Computers & Education: Artificial Intelligence, 1, 100001. https://doi.org/10.1016/j.caeai.2020.100001
Kasneci, E., Sessler, K., Küchemann, S., Bannert, M., Dementieva, D., Fischer, F., Gasser, U., Groh, G., Günnemann, S., Hüllermeier, E., Krusche, S., Kuhn, J., Kasneci, G., & Kasneci, T. (2023). ChatGPT for good? On opportunities and challenges of large language models for education. Computers & Education, 196, 104686. https://doi.org/10.1016/j.compedu.2023.104686
Luckin, R., Holmes, W., Griffiths, M., & Forcier, L. B. (2016). Intelligence unleashed: An argument for AI in education. Pearson Education.
Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis: An expanded sourcebook (2nd ed.). Sage Publications.
Ningrum, A. R. (2024). Analisis penerapan ChatGPT sebagai alat bantu akademik dalam meningkatkan efisiensi dan kreativitas mahasiswa. Prosiding Seminar Nasional Amikom Surakarta (Semnasa), 1376–1384.
Sape, H., Ridwan, M., & Fuad, M. (2024). Pengaruh penggunaan artificial intelligence dalam pembelajaran interaktif untuk meningkatkan literasi numerasi mahasiswa. Jurnal Pendidikan dan Pembelajaran, 31(2), 145–154.
Sari, A. R., & Pratiwi, R. A. (2022). Efektivitas penggunaan teknologi AI berbasis chatbot dalam pembelajaran statistika untuk mahasiswa pendidikan. Jurnal Pendidikan dan Teknologi Pembelajaran, 8(2), 115–126. https://doi.org/10.23887/jptp.v8i2.41123
Situmorang, R. P., Tarigan, J. E., & Ginting, A. (2021). AI in Indonesian higher education: A preliminary study of student perceptions. Journal of Education and Learning, 15(3), 45–56.
Sugiyono. (2013). Metode penelitian kombinasi (mixed methods). Alfabeta.
Supriyadi, S., & Nasution, Z. (2024). Teknologi artificial intelligence (AI) dan literasi digital mahasiswa terhadap hasil belajar mata kuliah evaluasi pembelajaran. Jurnal Teknologi Pendidikan Indonesia, 13(1), 22–33.
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education. International Journal of Educational Technology in Higher Education, 16(1), 39. https://doi.org/10.1186/s41239-019-0171-0