The Effect Of Using Ai In Adaptive Learning To Improve Student Learning Outcomes At State Senior High School 7 South Bengkulu
DOI:
https://doi.org/10.37676/jki.v5i2.1686Keywords:
Artificial Intelligence (AI), Adaptive Learning, Learning OutcomesAbstract
This study aims to determine the effect of the use of Artificial Intelligence (AI) in adaptive learning on student learning outcomes in the Informatics subject of Microsoft Excel material at SMA Negeri 7 Bengkulu Selatan. This study is motivated by the low student learning outcomes and the need to utilize technology as a learning medium that can improve student understanding effectively. The research method used is a quasi-experiment with a pretest-posttest control group design. The research sample amounted to 67 students of grade X consisting of the experimental class and the control class. Data collection techniques were carried out through observation, tests, and documentation. Data were analyzed using Validity Test, Reliability Test, normality test, homogeneity test, and hypothesis testing using Paired Sample t-Test. The results showed that the use of AI in adaptive learning provided a higher increase in learning outcomes compared to conventional learning. The average value of the experimental class increased from 65.60 to 80.44, while the control class increased from 62.69 to 72.06. The results of the hypothesis test show a calculated t value of 12.479, which is greater than the t table of 1.697, with a significance value of 0.001 < 0.05. Thus, H₀ is rejected and Hₐ is accepted. The conclusion of this study is that the use of AI in adaptive learning has a significant effect on improving student learning outcomes. It is recommended that teachers utilize AI as an innovative learning medium and schools support the implementation of AI technology in the learning process.
References
1. Abdurrahman, M. (2012). Anak berkesulitan belajar: Teori, diagnosis, dan remediasinya. Jakarta: Rineka Cipta.
2. Arsyad, A. (2014). Media pembelajaran. Jakarta: Raja Grafindo Persada.
3. Astuti, S. (2021). Pemanfaatan Teknologi Kecerdasan Buatan dalam Manajemen Pembelajaran. Jurnal Pendidikan
4. Bambang S. Sulasmono. (2012). Pengembangan Model Pembelajaran Adaptif, Kooperartif, Aktif dan Reflektif (Pakar). Satya Widya, 28(1), 93–110.
5. Bransford, J. D., Brown, A. L., & Cocking, R. R. (1999). How People Learn: Brain, Mind, Experience, and School. UCSC Center for Innovations in Teaching and Learning.
6. Dimyati, & Mudjiono. (2013). Belajar dan pembelajaran. Jakarta: Rineka Cipta.
7. Djamarah, S. B., & Zain, A. (2002). Strategi belajar mengajar. Jakarta: Rineka Cipta.
8. Fathurrohman, P., & Sutikno, M. S. (2010). Strategi belajar mengajar melalui penanaman konsep umum dan konsep islami. Bandung: Refika Aditama.
9. Fitria, Y., & Rachayu, I. (2019). Pengembangan Model Pembelajaran Bahasa Indonesia Berbasis Proyek di Era Revolusi Industri 4.0. Jurnal Pendidikan Bahasa dan Sastra, 19(2), 173–185. https://doi.org/10.17509/bs_jpbsp.v19i2.24783
10. Hamalik, O. (2013). Proses belajar mengajar. Jakarta: Bumi Aksara.
11. Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Boston: Center for Curriculum Redesign.
12. Huda, M. (2020). Peran teknologi dalam pembelajaran abad 21. Jurnal Pendidikan Modern, 6(1), 45–56.
13. John Hattie dan Gregory Donog.hue. (2016). John Hattie dan Gregory Donoghue.
14. Kristanto, A. (2016). Media pembelajaran. Surabaya: Bintang Surabaya.
15. Mayer, R. E. (2009). Multimedia learning (2nd ed.). New York: Cambridge University Press.
16. Purba, F. N., & Azizah, R. A. (2021). Implikasi Kecerdasan Buatan dalam Privasi dan Keamanan Data Siswa. Jurnal Informatika Mulawarman, 16(1), 32–40.
17. Sa, H. (2021). Pengaruh penerapan e-learning terhadap hasil belajar mahasiswa Informatika Universitas Dehasen Bengkulu. Jurnal Petik, 7(1), 80-86.
18. Sadiman, A. S., Rahardjo, R., Haryono, A., & Rahardjito. (2008). Media pendidikan: Pengertian, pengembangan, dan pemanfaatannya. Jakarta: Raja Grafindo Persada.
19. Siska, J., & Kristiawan, M. (2021). Pengembangan modul pembelajaran terhadap hasil belajar mata pelajaran aqidah di sekolah dasar. Jurnal Basicedu, 5(6), 5035–5042. https://doi.org/10.31004/basicedu.v5i6.1570
20. Sugihartono. (2020). Pendidikan Personalisasi dalam Era Kecerdasan Buatan: Kajian Implementasi di Indonesia. Jurnal Pendidikan Dan Teknologi Informasi, 7(1), 13–22.
21. Sugiyono & Lestari Puji. (2021). Metode Penelitian Komunikasi: Kuantitatif, Kualitatif, dan Cara mudah menulis Artikel Jurnal. Alfabeta:Bandung.
22. Sugiyono. 2015. Metode Penelitian Pendidikan: Pendekatan Kuantitatif, Kualitatif, dan R&D. Bandung: Alfabeta.
23. Supriadi, S., Zulfaidah, Z., & Tanaya, T. (2025). Pengaruh media pembelajaran berbasis kecerdasan buatan terhadap keterampilan berpikir kritis dan hasil belajar PPKn siswa di SMA. Jurnal PEMA.
24. Syahrizal, M. (2024). Pelatihan adaptif berbasis artificial intelligence (AI) untuk meningkatkan hasil belajar di sekolah menengah kejuruan. Jurnal Pendidikan.
25. Tohirin. (2011). Psikologi pembelajaran pendidikan agama Islam. Jakarta: Raja Grafindo Persada.
26. University, M. (2023). Perkembangan Kecerdasan Buatan (AI) dalam Dunia Pendidikan Tinggi.University, Ma’soem. Retrieved from https://masoemuniversity.ac.id/berita/perkembangan-kecerdasan-buatan-ai-dalam-dunia-pendidikan-tinggi.php
27. Uno, H. B. (2011). Teori motivasi dan pengukurannya: Analisis di bidang pendidikan. Jakarta: Bumi Aksara.
28. Vebibina, A., Rachayu, I., & Iswanto, S. (2023, July). Pengembangan E-Modul Berbasis Flipbook Maker Untuk Meningkatkan Hasil Belajar Mahasiswa Tata Rias Universitas Negeri Medan. In SIPTEK: Seminar Nasional Inovasi dan Pengembangan Teknologi Pendidikan (Vol. 1, No. 1).
29. Wahyuni, S. (2015). Pengaruh faktor internal dan eksternal terhadap hasil belajar siswa. Jurnal Pendidikan Ekonomi.
https://journal.uny.ac.id/index.php/jep/article/view/
30. West Science. (2025). Pengaruh pembelajaran adaptif berbasis kecerdasan buatan terhadap pencapaian akademik siswa SMA. Jurnal West Science.
31. Yulianto, A. B., & Suryadi, D. (2020). Pemanfaatan Kecerdasan Buatan dalam Sistem Pembelajaran Jarak Jauh. Jurnal Teknologi Pendidikan, 22(2), 125–134.
32. 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), 1–27. https://doi.org/10.1186/s41239-019-0171-0
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