PENGEMBANGAN E-COURSE UNTUK MENINGKATKAN KEMANDIRIAN BELAJAR SISWA KELAS X PADA MATA PELAJARAN INFORMATIKA
DOI:
https://doi.org/10.51878/edutech.v6i4.16705Keywords:
E-Course, Notion, Kemandirian belajar, Informatika, ADDIEAbstract
ABSTRACT
Student self-regulated learning remains a challenge in Informatics education at SMK YPM 2 Taman, particularly as some tenth-grade students continue to rely on teachers and peers when carrying out learning activities. To address this issue, this study developed a Notion-based e-course that integrates learning materials, learning resources, activities, assignments, progress tracking, and reflection based on Zimmerman's self-regulated learning framework. The development process followed the ADDIE model (analysis, design, development, implementation, and evaluation), involving 70 students equally divided into experimental and control groups. Data were collected using Likert-scale questionnaires. Expert assessments yielded a product feasibility score of 94.29%, categorized as highly feasible, while student responses reached 96.67% in the one-to-one trial and 98.33% in the small-group trial. The research instrument was confirmed to be valid and reliable, with a Cronbach's Alpha coefficient of 0.973. The initial abilities of both groups were relatively equivalent (p = 0.986). Following the learning intervention, the experimental group's scores increased by 26.343 points, compared with 6.086 points in the control group. The posttest scores differed significantly (t = 11.022; p < 0.001), with a mean difference of 20.286 points. The experimental group's mean N-Gain was 0.6886 (moderate), exceeding the control group's 0.1450 (low). These findings establish the Notion-based e-course as a highly feasible learning resource with the potential to support student self-regulated learning. However, the difference in N-Gain between groups has not yet been directly tested statistically.
ABSTRAK
Kemandirian belajar siswa dalam pembelajaran Informatika masih menjadi tantangan di kelas X SMK YPM 2 Taman, terutama karena sebagian siswa bergantung pada arahan guru maupun teman ketika menjalankan kegiatan belajar. Untuk merespons kondisi tersebut, penelitian ini mengembangkan e-course berbasis Notion yang menata materi, sumber belajar, aktivitas, tugas, pemantauan progres, dan refleksi dengan mengacu pada kerangka self-regulated learning Zimmerman. Pengembangan mengikuti model ADDIE (analysis, design, development, implementation, dan evaluation), sedangkan pengujiannya melibatkan 70 siswa yang terbagi sama rata ke dalam kelompok eksperimen dan kontrol. Data diperoleh melalui angket skala Likert. Penilaian ahli menghasilkan kelayakan sebesar 94,29% (sangat layak), sementara tanggapan siswa mencapai 96,67% pada uji one-to-one dan 98,33% pada small group. Instrumen dinyatakan valid dan reliabel dengan Cronbach’s Alpha 0,973. Kemampuan awal kedua kelompok relatif setara (p = 0,986). Setelah pembelajaran, skor kelompok eksperimen meningkat 26,343 poin, dibandingkan 6,086 poin pada kelompok kontrol. Skor posttest berbeda signifikan (t = 11,022; p < 0,001), dengan selisih rerata 20,286 poin. Rerata N-Gain kelompok eksperimen sebesar 0,6886 (sedang), sedangkan kelompok kontrol 0,1450 (rendah). Temuan ini menempatkan e-course sebagai produk yang sangat layak dan berpotensi mendukung kemandirian belajar; perbedaan peningkatan N-Gain antarkelompok, bagaimanapun, belum diuji secara langsung.
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References
Akmalia, N., Rusijono, R., & Arianto, F. (2023). Implementation of mathematics instructional multimedia for students’ self-regulated learning. Jurnal Teknologi Pendidikan: Jurnal Penelitian dan Pengembangan Pembelajaran, 8(2), 443–450. https://doi.org/10.33394/jtp.v8i2.7243
Alhazbi, S., Al-ali, A., Tabassum, A., Al-Ali, A., Al-Emadi, A., Khattab, T., & Hasan, M. A. (2024). Using learning analytics to measure self-regulated learning: A systematic review of empirical studies in higher education. Journal of Computer Assisted Learning, 40(4), 1658–1674. https://doi.org/10.1111/jcal.12982
Arikunto, S. (2010). Prosedur penelitian suatu pendekatan praktek. Rineka Cipta.
Baharuddin, R. A., Rosyida, F., Irawan, L. Y., & Utomo, D. H. (2022). Model pembelajaran self-directed learning berbantuan website Notion: Meningkatkan kemampuan berpikir kritis siswa SMA. Jurnal Inovasi Teknologi Pendidikan, 9(3), 245–257. https://doi.org/10.21831/jitp.v9i3.52017
Banihashem, S. K., Farrokhnia, M., Badali, M., & Noroozi, O. (2022). The impacts of constructivist learning design and learning analytics on students’ engagement and self-regulation. Innovations in Education and Teaching International, 59(4), 442–452. https://doi.org/10.1080/14703297.2021.1890634
Batmetan, J. R., Katuuk, D. A., Lengkong, J. S. J., & Rotty, V. N. J. (2023). An investigation of e-learning readiness in vocational high school during the post pandemic Covid-19: Case from North Sulawesi. International Journal of Information Technology and Education, 2(3), 77–92. https://doi.org/10.62711/ijite.v2i3.128
Cahyadi, R. A. H. (2019). Pengembangan bahan ajar berbasis ADDIE model. Halaqa: Islamic Education Journal, 3(1), 35–42. https://doi.org/10.21070/halaqa.v3i1.2124
Dong, X., Yuan, H., Xue, H., Li, Y., Jia, L., Chen, J., Shi, Y., & Zhang, X. (2024). Factors influencing college students' self-regulated learning in online learning environment: A systematic review. Nurse Education Today, 133, 106071. https://doi.org/10.1016/j.nedt.2023.106071
Faza, A., & Lestari, I. A. (2025). Self-regulated learning in the digital age: A systematic review of strategies, technologies, benefits, and challenges. International Review of Research in Open and Distributed Learning, 26(2). https://www.irrodl.org/index.php/irrodl/article/download/8119/6245
Haikal, A., Azahra, N., & Awalia, A. A. (2025). Kajian literatur: Efektivitas Learning Management System (LMS) dalam meningkatkan kemandirian dan hasil belajar siswa di era digital. Paedagogie, 20(2), 343–352. https://doi.org/10.31603/paedagogie.v20i2.15324
Hake, R. R. (1999). Analyzing change/gain scores. AERA-D American Educational Research Association’s Division D, Measurement and Research Methodology.
Halizah, R., Basuki, A., Dharma, B. A., & Saputra, I. N. (2026). Upaya meningkatkan self-regulated learning peserta didik melalui e-book berbantuan Notion. Ilmu Pendidikan: Jurnal Kajian Teori dan Praktik Kependidikan, 11(4), 236–249. https://journal-fip.um.ac.id/index.php/jktpk/article/view/4940
Hanun, N., Qomario, Q., Utama, A. H., & Dewi, L. K. (2026). Pemanfaatan aplikasi Notion sebagai pendukung kemandirian belajar mahasiswa. Paedagogie, 21(1), 909–916. https://doi.org/10.31603/paedagogie.v21i1.16256
Heikkinen, S., Saqr, M., Malmberg, J., & Tedre, M. (2023). Supporting self-regulated learning with learning analytics interventions: A systematic literature review. Education and Information Technologies, 28, 3059–3088. https://doi.org/10.1007/s10639-022-11281-4
Herniawati, A., Holifah, L., & Syakur, A. (2025). Effectiveness of Learning Management System (LMS) use in higher education. International Journal Corner of Educational Research, 4(1), 20–29. https://doi.org/10.54012/ijcer.v4i1.625
Ingkavara, T., Panjaburee, P., Srisawasdi, N., & Sajjapanroj, S. (2022). The use of a personalized learning approach to implementing self-regulated online learning. Computers and Education: Artificial Intelligence, 3, 100086. https://doi.org/10.1016/j.caeai.2022.100086
Januszewski, A., & Molenda, M. (2013). Educational technology: A definition with commentary. Routledge.
Passa, C., Palilingan, V., & Parinsi, M. (2023). Pengembangan media pembelajaran interaktif mata pelajaran Informatika di SMA Negeri 1 Romboken. EDUTIK, 3(6), 909–921. https://ejurnal.unima.ac.id/index.php/edutik/article/view/9606/5109
Prasse, D., Webb, M., Deschênes, M., Parent, S., Aeschlimann, F., Goda, Y., Yamada, M., & Raynault, A. (2024). Challenges in promoting self-regulated learning in technology supported learning environments: An umbrella review of systematic reviews and meta-analyses. Technology, Knowledge and Learning, 29, 1809–1830. https://doi.org/10.1007/s10758-024-09772-z
Pribadi, B. A. (2016). Desain dan pengembangan program pelatihan berbasis kompetensi: Implementasi model ADDIE. Kencana.
Priyasmara, T., Masitoh, S., & Bachri, B. S. (2022). Pengembangan e-learning Moodle untuk meningkatkan kemandirian dan hasil belajar bagi siswa School from Home. Educate: Jurnal Teknologi Pendidikan, 7(2), 229. https://doi.org/10.32832/educate.v7i2.7794
Roza, W., Sari, Y. G., Putra, B. E., & Putri, D. A. E. (2023). Pemanfaatan teknologi informasi dan komunikasi (TIK) sebagai media pembelajaran di dunia pendidikan. Jurnal Binagogik, 10(2), 89–98. https://ejournal.uncm.ac.id/index.php/pgsd/article/view/426
Simanullang, P., & Pakpahan, B. A. S. (2024). Efektivitas penggunaan Learning Management System (LMS) dalam meningkatkan kemandirian belajar mahasiswa. Pendidikan Bahasa Indonesia dan Sastra (Pendistra), 211–219. https://doi.org/10.54367/pendistra.v7i2.4771
Widarto, W., Wijanarka, B. S., & Wibowo, A. E. (2024). Implementation of e-learning by vocational-school teachers of mechanical engineering. Cakrawala Pendidikan: Jurnal Ilmiah Pendidikan, 43(2), 439–451. https://doi.org/10.21831/cp.v43i2.58033
Wiragunawan, I. G. N. (2022). Pemanfaatan Learning Management System (LMS) dalam pengelolaan pembelajaran daring pada satuan pendidikan. EDUTECH: Jurnal Inovasi Pendidikan Berbantuan Teknologi, 2(1), 83–90. https://jurnalp4i.com/index.php/edutech/article/view/981
Xu, Z., Zhao, Y., Zhang, B., Liew, J., & Kogut, A. (2023). A meta-analysis of the efficacy of self-regulated learning interventions on academic achievement in online and blended environments in K-12 and higher education. Behaviour & Information Technology, 42(16), 2911–2931. https://doi.org/10.1080/0144929X.2022.2151935
Zimmerman, B. J. (2002). Becoming a self-regulated learner: An overview. Theory Into Practice, 41(2), 64–70. https://doi.org/10.1207/s15430421tip4102_2
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