The Impact of the Implementation of E-Learning in Thematic Learning on the Academic Achievement Progress of Senior School Students
DOI:
https://doi.org/10.64420/ijitl.v3i1.477Keywords:
E-Learning, Thematic Learning, Academic Achievement, Senior School StudentsAbstract
Background: The increasing use of smartphones among elementary school students has raised concerns about their potential impact on learning engagement and academic behaviours, as excessive smartphone use may reduce students’ focus, discipline, and interest in schoolwork. Objective: This study aimed to examine the effect of limiting smartphone use on students’ learning interest at the elementary level. Method: The research employed an ex post facto design conducted at SMAN 1 Batujajar in 2025, involving 31 students as the research sample. Data were collected using a smartphone use restriction scale and a learning interest scale. Statistical analysis was performed using simple linear regression to determine the influence of smartphone use limitation on students’ learning interest. Results: The t-test showed a p-value of 0.000, which is lower than 0.05 (0.000 < 0.05). This indicates that limiting smartphone use has a statistically significant effect on students’ learning interest. Conclusion: Smartphone use restriction contributes positively to improving students’ learning interest. Contribution: This study provides empirical evidence regarding the relationship between smartphone use limitation and learning interest. The findings offer practical implications for teachers and schools in formulating smartphone-use policies and contribute to theoretical discussions of digital behaviour and student engagement in elementary education.
References
Al-araibi, A. A. M., Mahrin, M. N., & Yusoff, R. C. M. (2019). Technological aspect factors of E-learning readiness in higher education institutions: Delphi technique. Education and Information Technologies, 24(1), 567–590. https://doi.org/10.1007/s10639-018-9780-9
Alhawiti, M. M., & Abdelhamid, Y. (2017). A Personalized e-Learning Framework. Journal of Education and E-Learning Research, 4(1), 15–21. https://doi.org/10.20448/journal.509.2017.41.15.21
Alimni, A. (2017). Application of Islamic Education Learning Based on the Numbered Head Together (NHT) Concept Attainment (CA) Strategy in Improving the Quality of Processes and Learning Outcomes for Class VIII Students of SMPN 20 Bengkulu City. At-Ta'lim: Media Informasi Pendidikan Islam, 15(2), 340-356. http://dx.doi.org/10.29300/attalim.v15i2.529
Acharya, S. (2019). Beyond Learning Outcomes: Impact of Organizational Flexibility on Strategic Performance Measures of Commercial E-Learning Providers. Global Journal of Flexible Systems Management, 20(1), 31–41. https://doi.org/10.1007/s40171-018-0199-3
Back, D. A., Behringer, F., Harms, T., Plener, J., Sostmann, K., & Peters, H. (2015). Survey of e-learning implementation and faculty support strategies in a cluster of mid-European medical schools. BMC Medical Education, 15(1), 1–9. https://doi.org/10.1186/s12909-015-0420-4
Beetham, H., & Sharpe, R. (2007). Rethinking pedagogy for a digital age: designing and delivering e-learning. https://www.taylorfrancis.com/books/9780203961681
Chamisijatin, L., Permana, F.H., & Hindun, I. (2022). E-learning Learning through Thematic to Increase Student Knowledge and Skills. Educative: Journal Of Educational Sciences, 4(3), 4363-4371. https://doi.org/10.31004/edukatif.v4i3.2852
Chandrawati, SR (2010). Utilization of E-learning in Learning. Journal of Educational Horizons, 8(2). https://journal.uny.ac.id/index.php/efficiency/article/download/24494/12064
Elleithy, K., & Sobh, T. (2015). New Trends in Networking, Computing, E-learning, Systems Sciences, and Engineering. In K. Elleithy & T. Sobh (Eds.), Lecture Notes in Electrical Engineering (Vol. 312). Springer International Publishing. https://doi.org/10.1007/978-3-319-06764-3
Elyas, A. H (2018). The use of e-learning learning models in improving the quality of learning. Warta Dharmawangsa, (56). https://doi.org/10.46576/wdw.v0i56.4
Fikri, M., Faizah, N., Elian, S. A., Rahmani, R., Ananda, M. Z., & Suryanda, A. (2021). Obstacles in distance learning during the Covid-19 pandemic: A critical study. Journal of Education and development, 9(1), 145-145. https://doi.org/10.37081/ed.v9i1.2290
Gündüz, A. Y., Alemdağ, E., Yaşar, S., & Erdem, M. (2016). Design of a problem-based online learning environment and evaluation of its effectiveness. The Turkish Online Journal of Educational Technology, 15(3), 49–57. https://doi.org/10.1017/CBO9781107415324.004
Hanum, N. S. (2013). The effectiveness of e-learning as a learning medium (study of evaluating e-learning learning models at Telkom Sandhy Putra Purwokerto Vocational School). Vocational education journal, 3(1). https://doi.org/10.21831/jpv.v3i1.1584
Hartanto, W. (2016). The use of e-learning as a learning medium. Journal of economic education: Scientific Journal of Education, Economics and Social Sciences, 10(1). https://jurnal.unej.ac.id/index.php/JPE/article/view/3438
Ichsan, I. Z., Rahmayanti, H., Purwanto, A., Sigit, D. V., Kurniawan, E., Dewi, A. K., Wirdianti, N., Hermawati, F. M., & Marhento, G. (2020). Covid-19 and E-Learning: Changes in Science and Environment Learning Strategies in Junior High Schools. JINoP (Journal of Learning Innovation), 6(1), 50–61. https://doi.org/10.22219/jinop.v6i1.11791
Ichsan, I. Z., Sigit, D. V., Rahmayanti, H., Purwanto, A., Rosyid, A., Kelvin, T., Ali, A., & Hermawati, F. M (2020). Implementation of the ILMIZI learning model and increasing HOTS of elementary school students based on gender in environmental learning. JIPVA (Journal of Science Education Veterans), 4(1), 11–24. https://doi.org/10.31331/jipva.v4i1.1076
Ichsan, I. Z. (2019). ILMIZI: Innovation Learning Model for Natural Science and Environmental Learning based on HOTS. International Journal for Educational and Vocational Studies, 1(6), 578–584. https://doi.org/10.29103/ijevs.v1i6.1640
Karwati, E. (2014). The Effect of Electronic Learning (E-Learning) on the Quality of Student Learning. Journal of Communication Research, 17(1), 41-54. https://e-journal.upr.ac.id/index.php/edu/article/download/3010/2520
Kew, S. N., Petsangsri, S., Ratanaolarn, T., & Tasir, Z. (2018). Examining the motivation level of students in e-learning in higher education institutions in Thailand: A case study. Education and Information Technologies, 23(6), 2947–2967. https://doi.org/10.1007/s10639-018-9753-z
Hariadi, I. G., & Simanjuntak, D. C. (2020). Exploring the experience of EFL students engaged in asynchronous e-learning. Academic Journal Perspective: Education, Language, and Literature, 8(2), 72-86. http://dx.doi.org/10.33603/perspective.v8i2.4194
Lay, A. N., & Osman, K. (2018). Developing 21st Century Chemistry Learning through Designing Digital Games. Journal of Education in Science, Environment and Health, 4(1), 81–92. https://doi.org/10.21891/jeseh.387499
Maryani, Y. (2016). E-learning application as an information technology-based learning model in the dental health department of the Pontianak Ministry of Health Polytechnic. http://repository.polnep.ac.id/xmlui/handle/123456789/1231
Mayer, R. E. (2003). Elements of a science of e-learning. Journal of Educational Computing Research, 29(3), 297–313. https://doi.org/10.2190/YJLG-09F9-XKAX-753D
Mirabolghasemi, M., Choshaly, S. H., & Iahad, N. A. (2019). Using the HOT-fit model to predict the determinants of E-learning readiness in higher education: a developing Country's perspective. Education and Information Technologies, 24(6), 3555–3576. https://doi.org/10.1007/s10639-019-09945-9
Mhouti, A. E., Nasseh, A., Erradi, M., & Vasquèz, J. M. (2017). Enhancing collaborative learning in Web 2.0-based e-learning systems: A design framework for building collaborative e-learning contents. Education and Information Technologies, 22(5), 2351–2364. https://doi.org/10.1007/s10639-016-9545-2
Nadziroh, F. (2017). The Analysis of the effectiveness of e-learning based learning systems. Journal of Computer Science and Visual Communication Design, 2(1), 1-14. https://journal.unusida.ac.id/index.php/jik/article/view/28
Nwagwu, W. E. (2020). E-learning readiness of universities in Nigeria- what are the opinions of the academic staff of Nigeria's premier university? Education and Information Technologies, 25(2), 1343–1370. https://doi.org/10.1007/s10639-019-10026-0
Pahlevi, R., & Utomo, P. (2022). Orang Tua, Anak dan Pola Asuh: Studi Kasus tentang Pola layanan dan Bimbingan Keluarga terhadap Pembentukan Karakter Anak. Jurnal Hawa: Studi Pengarus Utamaan Gender dan Anak, 4(1), 91-102. http://dx.doi.org/10.29300/hawapsga.v4i1.6888
Pituch, K. A, & Lee, Y. (2006). The influence of system characteristics on e-learning use. Computers & Education, 47(2), 222–244. https://doi.org/10.1016/j.compedu.2004.10.007
Pham, L., Limbu, Y. B., Bui, T. K., Nguyen, H. T., & Pham, H. T. (2019). Does e-learning service quality influence e-learning student satisfaction and loyalty? Evidence from Vietnam. International Journal of Educational Technology in Higher Education, 16(7), 1–26. https://doi.org/10.1186/s41239-019-0136-3
Rahmayanti, H., Oktaviani, V., & Syani, Y. (2020). Development of sorting waste android based game for early childhood in environmental education. Journal of Physics: Conference Series, 1434(1), 12029. https://doi.org/10.1088/1742- 6596/1434/1/012029
Rachmadtullah, R., Zulela, M. S., & Sumantri, M. S. (2018). Computer-based interactive multimedia: a study on the effectiveness of integrative thematic learning in elementary schools. Journal of Physics: Conference Series. https://doi.org/10.1088/1742-6596/1175/1/012028
Rahmayanti, H., Ichsan, I. Z., Azwar, S. A., Kurniawan, E., Irawan, B., & Titin, T. (2020). Indonesian Student Environmental Attitude of flood during COVID-19: DIFMOL Education Model in 21st Technology. International Journal of Advanced Science and Technology, 29(5), 6245–6253. http://sersc.org/journals/index.php/IJAST/article/view/15628
Hermino, A., & Arifin, I. (2020). Contextual character education for students in the senior high school. European Journal of Educational Research, 9(3), 1009-1023. http://dx.doi.org/10.12973/eu-jer.9.3.1009
Said, A., & Syarif, E. (2016). The Development of Online Tutorial Program Design Using Problem-Based Learning in Open Distance Learning System. Journal of Education and Practice, 7(18), 222–229. https://iiste.org/Journals/index.php/JEP/article/view/31222/32059
Seok, S. (2008). Teaching Aspects of E-Learning. International Journal on E-Learning, 7(4), 725–741. https://www.learntechlib.org/primary/p/24323/
Silauddin, S. (2015). Application of e-learning in educational innovation. CIRCUIT: Scientific Journal of Electrical Engineering Education, 1(1). http://dx.doi.org/10.22373/crc.v1i1.310
Suharyanto, S., & Adele, A. (2016). Application of E-Learning as a Teaching Aid in Education. Widya Scientific Journal, 3(4). https://docplayer.info/47168730-Penerapan-e-learning-as-tool-help-mengajar-dalam-dunia-dinding.html
Sukamto, B. C. (2012). Web-Based Computer Network E-Learning and Mobile Applications. Journal of Electrical Engineering, 1(2), 75-78. http://dx.doi.org/10.32497/jtet.v1i2.17
Teo, T. S. H., Kim, S. L., & Jiang, L. (2018). E-Learning Implementation in South Korea: Integrating Effectiveness and Legitimacy Perspectives. Information Systems Frontiers. https://doi.org/10.1007/s10796-018-9874-3
Tyabaev, A. E., Sedelnikova, S. F., & Voytovich, A. V. (2015). Student-Centered Learning: The Experience of Teaching International Students in Russian Universities. Procedia - Social and Behavioral Sciences, 215(June), 84–89. https://doi.org/10.1016/j.sbspro.2015.11.578
Utomo, P., & Prayogi, F. (2021). Digital Literacy: Behaviour and Social Interaction of the Bengkulu Community towards the Inculcation of Diversity Values Through Social Media Dissemination. Indonesian Journal of Social Science Education (IJSSE), 3(1), 65-76. http://dx.doi.org/10.29300/ijsse.v3i1.4306
Utomo, P., & Alawiyah, I. (2022). Family-Based Character Education: The Role of Parenting as the Basic of Character Education for Elementary Children. Journal of Primary Education (JPE), 2(1), 1-9. http://dx.doi.org/10.29300/jpe.v2i1.6976
Utomo, P., Prayogi, F., & Pahlevi, R. (2022). Bimbingan dan Konseling Keluarga: Pola Asuh Orang Tua dan Implikasinya terhadap Penanaman Nilai-Nilai Karakter pada Anak. Prophetic: Professional, Empathy, Islamic Counseling Journal, 5(1), 35-50. http://dx.doi.org/10.24235/prophetic.v5i1.11170
Uzun, N. (2012). A Sample of Active Learning Applications in Science Education: The Thema “Cell” with Educational Games. Procedia - Social and Behavioral Sciences, 46, 2932–2936. https://doi.org/10.1016/j.sbspro.2012.05.592
Sugiyono, S. (2020). Quantitative Research Methods, qualitative and R&D. Bandung: Alphabet
Sutter, D., & Smith, D. J. (2017). Coordination in disaster: Nonprice learning and the allocation of resources after natural disasters. Review of Austrian Economics, 30(4), 469–492. https://doi.org/10.1007/s11138-016-0369-5
Utomo, P., Asvio, N., & Prayogi, F. (2024). Metode Penelitian Tindakan Kelas (PTK): Panduan Praktis untuk Guru dan Mahasiswa di Institusi Pendidikan. Pubmedia Jurnal Penelitian Tindakan Kelas Indonesia, 1(4), 19-19. https://doi.org/10.47134/ptk.v1i4.821
Yunita, Y., & Komsi, D.N. (2023). The Effect of Reading Interest on Learning Outcomes of Primary School Students: Is there any Difference?. Pedagogy: Indonesian Journal of Primary Education Research, 1(1), 22-30. https://ejournal.aecindonesia.org/index.php/pedagogy/article/view/69
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