HUBUNGAN ANTARA PERFORMA PENGGUNAAN LEARNING MANAGEMENTS SYSTEM DENGAN PRESTASI BELAJAR SOSIOLOGI
DOI:
https://doi.org/10.26418/j-psh.v13i2.57551Keywords:
LMS, Moodle, SociologyAbstract
LMS has become a very important element in learning management. The activities of students in using the LMS are stored as log data. The data can be used as an indicator to measure the performance of students and show their achievements of students. This study aims to: (1) describe the level of learning achievement of students in sociology subjects based on Moodle LMS; and (2) know the relationship between student performance in using LMS and learning achievement in sociology subjects. This study is a correlational study with a research sample of 157. The sample selection was carried out using random sampling. Student performance data was obtained from Moodle log data which was measured using the number of activity ratings developed by Sigh et al. Learning achievement data is obtained from the average test scores for the odd semester and even semester for the 2021/2022 academic year. Data analysis used descriptive analysis and Pearson product-moment correlation analysis. The results showed that the level of learning achievement of class XII students was better than students of class XI and X. The test results showed that there was a significant relationship between the performance of using LMS and learning achievement in Sociology subjects.
References
Aikina, T. Y., & Bolsunovskaya, L. M. (2020). Moodle-based learning: Motivating and demotivating factors. International Journal of Emerging Technologies in Learning, 15(2), 239–248. https://doi.org/10.3991/ijet.v15i02.11297
Alturki, U., & Aldraiweesh, A. (2021). Application of learning management system (Lms) during the covid-19 pandemic: A sustainable acceptance model of the expansion technology approach. Sustainability (Switzerland), 13(19). https://doi.org/10.3390/su131910991
Broadbent, J. (2016). Academic success is about self-efficacy rather than frequency of use of the learning management system. Australasian Journal of Educational Technology, 32(4), 38–49. https://doi.org/10.14742/ajet.2634
Conijin, R., Snijders, C., Ad, K., & Matzat, U. (2017). Predicting Student Performance from LMS Data A Comparison of 17 Blended Courses Using Moodle LMS. IEEE Transactions on Learning Technologies, 10(1).
Despotović-Zrakić, M., Marković, A., Bogdanović, Z., Barać, D., &, & KrÄo, S. (2017). Providing Adaptivity in Moodle LMS Courses. Journal, Source Supported, Technology, 15(1).
Dimopoulos, I., Petropoulou, O., Boloudakis, M., & Retalis, S. (2013). Using Learning Analytics in Moodle for assessing students ’ performance. 2nd Moodle Research Conference, 4–6. http://research.moodle.net/pluginfile.php/15/mod_data/content/1489/Using Learning Analytics in Moodle....pdf
Firat, M. (2016). Determining the effects of lms learning behaviors on academic achievement in a learning analytic perspective. Journal of Information Technology Education: Research, 15(2016), 75–87. https://doi.org/10.28945/3405
Haeruman, L. D., Wijayanti, D. A., & Meidianingsih, Q. (2021). Efektivitas Blended Learning Berbasis LMS dalam Pembelajaran Matematika. Jurnal Riset Pembelajaran Matematika Sekolah, 5(1), 80–84. https://doi.org/10.21009/jrpms.051.10
Jo, I. H., Yu, T., Lee, H., & Kim, Y. (2015). Relations between student online learning behavior and academic achievement in higher education: A learning analytics approach. Lecture Notes in Educational Technology, 9783662441879, 275–287. https://doi.org/10.1007/978-3-662-44188-6_38
Kulshrestha, T., & Kant, A. R. (2013). Benefits of Learning Management System (LMS) in Indian Education. International Journal of Computer Science & Engineering Technology, 4(08), 1153–1164.
Mwalumbwe, I., & Mtebe, J. S. (2017). Using learning analytics to predict students’ performance in moodle learning management system: A case of Mbeya University of science and technology. Electronic Journal of Information Systems in Developing Countries, 79(1), 1–13. https://doi.org/10.1002/j.1681-4835.2017.tb00577.x
Natalia, K. (2018). New Use of Moodle Tools for Distance English Language Learning ( Experience of Krasnoyarsk State. 18th International Multidisciplinary Scientific GeoConference SGEM2018, Ecology, Economics, Education and Legislation. https://doi.org/https://doi.org/10.5593/sgem2018/5.4
Pradana, C., Kusumawardani, S. S., & Permanasari, A. E. (2020). Comparison Clustering Performance Based on Moodle Log Mining. In IOP Conference Series: Materials Science and Engineering (Vol. 722, Issue 1). https://doi.org/10.1088/1757-899X/722/1/012012
Raga Jr, R. C., & Raga, J. D. (2017). Monitoring Class Activity and Predicting Student Performance Using Moodle Action Log Data. International Journal of Computing Sciences Research, 1(3), 1–16. https://doi.org/10.25147/ijcsr.2017.001.1.09
Rotelli, D., & Monreale, A. (2021). Making Sense of Moodle Log Data. 2019, 1–14. http://arxiv.org/abs/2106.11071
Sayekti, R. (2018). The Implementation of E-learning System at UIN Sumatera Utara in Response to Technology Challenge in Education. In Journal of Physics: Conference Series (Vol. 970, Issue 1). https://doi.org/10.1088/1742-6596/970/1/012026
Setiaji, A., Wulandar, D. R., & Hadisuddin. (2022). Pemanfaatan Learning Management System (Lms) Sebagai Media Pembelajaran Di Fakultas Ilmu Sosial Dan Ilmu Politik Universitas Tadulako. Kinesik, 9(1), 62–70.
Simbolon, D. H., Perangin, R. H., Sebayang, K. B., & Quality, U. (2021). Penerapan Lms ( Learning Management System ) Moodle Terhadap Hasil Belajar Ipa Kelas Tinggi. 5(2), 92–98.
Singh, K. K., Kumar, U., & Anurupam, K. (2019). Activity Based Students’ Performance Measure Using Moodle Log Files. International Journal of Research in Advent Technology, 7(7), 2–4. https://doi.org/10.32622/ijrat.77201901
Surjono, H. D., Muhtadi, A., & Trilisiana, N. (2019). The effects of online activities on student learning outcomes in blended learning environment. ACM International Conference Proceeding Series, 107–110. https://doi.org/10.1145/3345120.3345167
Tan, X., She, J., Chen, S., Ohno, S., & Kameda, H. (2021). Analysis of Student Learning Behavior based on Moodle Log Data. 2021 14th International Conference on Human System Interaction (HSI), 1–4. https://doi.org/10.1109/HSI52170.2021.9538680
Whitmer, J. C. (2013). Logging On to Improve Achievement: Evaluating the Relationship between Use of the Learning Management System, Student Characteristics, and Academic Achievement in a Hybrid Large Enrollment Undergraduate Course. In ProQuest LLC.
Zabolotniaia, M., Cheng, Z., Dorozhkin, E. M., & Lyzhin, A. I. (2020). Use of the LMS Moodle for an effective implementation of an innovative policy in higher educational institutions. International Journal of Emerging Technologies in Learning, 15(13), 172–189. https://doi.org/10.3991/ijet.v15i13.14945
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