Email this article The Effectiveness of e-Learning, Learning Styles, Prior Knowledge, and Internet Self Efficacy in Business Mathematics Courses
Abstract
The purpose of this study is to analyze the effectiveness of e-learning associated with learning style variables, prior knowledge, and internet self efficacy (ISE) in the Business Mathematics course. The research method uses descriptive statistics and correlations, where the learning styles studied are visual, auditory, reading, and kinesthetic. The results and conclusions of this study are (1) the majority of respondents have a visual learning style, (2) simultaneously learning styles, prior knowledge, and internet self-efficacy affect learning outcomes in e-learning strategies, (3) partially initial knowledge and internet self efficacy does not affect learning outcomes, and (4) The effectiveness of e-learning Business Mathematics is achieved in respondents with visual learning styles, because respondents with this learning style tend to have high internet self-efficacy, even though respondents have low prior knowledge of Mathematics
Tujuan dari penelitian ini adalah untuk menganalisis efektivitas e-learning dikaitkan dengan variabel gaya belajar, pengetahuan awal, dan internet self efficacy (ISE) pada mata kuliah Matematika Bisnis. Metode penelitian menggunakan statitika deskriptif dan korelasi, dimana gaya belajar yang diteliti adalah visual, auditory, reading, dan kinestetik. Hasil dan kesimpulan penelitian ini adalah (1) mayoritas responden mempunyai gaya belajar visual, (2) secara simultan gaya belajar, pengetahuan awal, dan internet self efficacy mempengaruhi hasil belajar dalam strategi e-learning, (3) secara parsial pengetahuan awal dan internet self efficacy tidak mempengaruhi hasil belajar, dan (4) Efektivitas e-learning Matematika Bisnis tercapai pada responden dengan gaya belajar visual, karena responden dengan gaya belajar tersebut cenderung mempunyai internet self efficacy yang tinggi, walaupun responden memiliki pengetahuan awal Matematika yang rendah.
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Alqurashi, E. (2016). Self-efficacy in online learning environments: A literature review. Contemporary Issues in Education Research (CIER), 9(1), 45-52.
Azis, Y M, & Fatimah, N. (2020). Focus Group Discussions E-Learning based on Prior Knowledge and Problems in the Covid-19 Pandemic Period. Technium Social Sciences Journal, 9, 119–132.
Azis, Y M, Suharyati, H., & Susanti, S. (2020). Relationship Between Prior Knowledge and Internet Self-Efficacy on the Success of Learning Mathematics by Using E-Learning. 440(Icobl 2019), 43–47.
https://doi.org/10.2991/assehr.k.200521.009
Azis, Y.M. (2013). the Effectiveness of Blended Learning , Prior Knowledge. Contemporary Issues In Education Research, 2(2), 106–116.
Azis, Y.M., Suharyati, H., & Susanti, S. (2019). Student ’ S Experience of E -Learning , Learning Process and. Journal of Humanities and Social Studies, 03(02), 67–70.
Azis, Y.M., & Susanti, S. (2014). The Influence of Blended Learning, Learning Styles Against Understanding Math Concepts. Proceeding of International Conference On Research, Implementation And Education Of Mathematics And Sciences, 1(1), 561–570.
Bajaj, R., & Sharma, V. (2018). Smart Education with artificial intelligence based determination of learning styles. Procedia Computer Science, 132, 834–842. https://doi.org/10.1016/j.procs.2018.05.095
Dliss, F., & Sukur, A. (2021). The Effect of Online Learning and Student Motivation During The Covid-19 Pandemic. Gladi: Jurnal Ilmu Keolahragaan, 12(01), 62-72. https://doi.org/10.21009/gjik.121.09
Hamid, R., Sentryo, I., & Hasan, S. (2020). Online learning and its problems in the Covid-19 emergency period. Jurnal Prima Edukasia, 8(1), 86–95. https://doi.org/10.21831/jpe.v8i1.32165
Hasibuan, M. S., Nugroho, L., & Santosa, P. (2018). Prediction Learning Style Based on prior Knowledge for Personalized Learning. Proceedings - 2018 4th International Conference on Science and Technology, ICST 2018, July 2019. https://doi.org/10.1109/ICSTC.2018.8528572
İzzettin, F. V., Yılmaz, Z. K., Okuyan, B., & Sancar, M. (2019). Evaluation of satisfaction and internet self-efficacy of inquirers using an internet-based drug information centre. Journal of Taibah University Medical Sciences, 14(1), 67–72. https://doi.org/10.1016/j.jtumed.2018.10.008
Kalyuga, S. (2013). Effects of Learner Prior Knowledge and Working Memory Limitations on Multimedia Learning. Procedia - Social and Behavioral Sciences, 83(1965), 25–29. https://doi.org/10.1016/j.sbspro.2013.06.005
Karaseva, A. (2016). Relationship of Internet self-efficacy and online search performance of secondary school teachers. Procedia - Social and Behavioral Sciences, 231(May), 278–285. https://doi.org/10.1016/j.sbspro.2016.09.103
Kaya, S., & Durmu, A. (2010). Pre-service teachers ’ perceived internet self-efficacy and levels of internet use for research. 2, 4370–4376. https://doi.org/10.1016/j.sbspro.2010.03.695
Kinichi, A., & Fugate, M. (2011). Organizational Behavior: Key Concepts, Skills & Best Practices (Second Edi). Von Hofman press.
Kusumaningrum, B., & Wijayanto, Z. (2020). Apakah Pembelajaran Matematika Secara Daring Efektif?(Studi Kasus pada Pembelajaran Selama Masa Pandemi Covid-19). Kreano, Jurnal Matematika Kreatif-Inovatif, 11(2), 136-142.
Lee, J. Y., Donkers, J., Jarodzka, H., & van Merriënboer, J. J. G. (2019). How prior knowledge affects problem-solving performance in a medical simulation game: Using game-logs and eye-tracking. Computers in Human Behavior, 99(April), 268–277. https://doi.org/10.1016/j.chb.2019.05.035
Maric, M., Penger, S., Todorovic, I., Djurica, N., & Pintar, R. (2015). Differences in Learning Styles: A comparison of Slovenian Universities. Procedia - Social and Behavioral Sciences, 197, 175–183. https://doi.org/10.1016/j.sbspro.2015.07.079
Meşe, E., Sevilen, Ç., & Info, A. (2021). Factors influencing EFL students’ motivation in online learning: A qualitative case study. Journal of Educational Technology & Online Learning, 4(1), 11–22. http://dergipark.org.tr/jetolDoi:http://doi.org/10.31681/jetol.817680
Mulyani, Y., Suharyati, H., & Amali, I. F. (2019). Pengetahuan Awal Penguasaan Internet dalam e- Learning dan Dampaknya Terhadap Hasil Belajar Matematika. SNHRP 418–422.
Muslimin, A. I., & Harintama, F. (2020). Online Learning during Pandemic: Students’ Motivation, Challenges, and Alternatives. Loquen: English Studies Journal, 13(2), 60. https://doi.org/10.32678/loquen.v13i2.3558
Pasina, I., Bayram, G., Labib, W., Abdelhadi, A., & Nurunnabi, M. (2019). Clustering students into groups according to their learning style. MethodsX, 6, 2189–2197. https://doi.org/10.1016/j.mex.2019.09.026
Peechapol, C., Na-Songkhla, J., Sujiva, S., & Luangsodsai, A. (2018). An exploration of factors influencing self-efficacy in online learning: A systematic review. International Journal of Emerging Technologies in Learning, 13(9), 64–86. https://doi.org/10.3991/ijet.v13i09.8351
Permana, R., Sabirin, F., & Feladi, V. (2016). Effect of Self Efficacy and Prior Knowledge on Students’ Skills. JETL (Journal Of Education, Teaching and Learning), 1(2), 76. https://doi.org/10.26737/jetl.v1i2.43
Santosa, E. B., & Sarwanta. (2021). Pengaruh Tingkat Internet Self-Efficacy, Pengalaman Mengajar Dan Usia Guru Terhadap Peguasaan Komputer Dalam Strategi Pembelajaran Daring. JPE (Jurnal Pendidikan Edutama), 8(1), 41–50.
Sirakaya, M., Armak, B. A. Ş., & Baltaci, Ö. (2015). Analysis of teacher candidates ’ educational internet self -efficacy beliefs in terms of various variables. 174, 3094–3101. https://doi.org/10.1016/j.sbspro.2015.01.1046
Solvie, P., & Sungur, E. (2012). Teaching for Success: Technology and Learning Styles in Preservice Teacher Education. Teacher, 12, 2.
Suana, W. (2018). Students’ Internet Access, Internet Self-Efficacy, And Internet For Learning Physics: Gender And Grade Differences. JOTSE: Journal of Technology and Science Education, 8(4), 281-290.
https://doi.org/10.3926/jotse.399
Suana, W., Riyanda, A. R., Made, N., & Arlina, A. (2019). Internet Access and Internet Self-efficacy of High School Students. Journal of Educational Science and Technology, 5(2), 110–117. https://doi.org/10.26858/est.v5i2.8397
Sucheta, V., Kolekar, Pai, R. M., & Pai, M. (2018). Adaptive User Interface for Moodle based E-learning System using Learning Styles. Procedia Computer Science, 135, 606–615. https://doi.org/10.1016/j.procs.2018.08.226
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