ENHANCING STATISTICAL UNDERSTANDING: A COMPARATIVE EFFECTIVENESS ANALYSIS OF YOUTUBE AND E-MODULE IN SOCIAL SCIENCES
MENDALAMI STATISTIKA: ANALISIS PERBANDINGAN EFEKTIVITAS MEDIA PEMBELAJARAN YOUTUBE DAN E-MODUL PADA RUMPUN ILMU SOSIAL
Abstract
This study aimed to test the effectiveness of using YouTube and e-modules for statistics learning for social science students enrolled in statistics courses. Statistics is often considered an abstract and difficult subject to understand, which can trigger anxiety and reduce students' learning motivation. A total of 31 students of the Islamic community development study program at UIN Sultan Maulana Hasanuddin participated in this study. Students were divided into one group that underwent two learning sessions: first, they studied frequency distribution material with YouTube learning media (audiovisual), and second, central measurement with e-module learning media (text-based), with a comparative quantitative approach evaluated through pretest and posttest. The results showed that both YouTube and e-modules were equally effective in improving students' understanding of statistics. However, 84% of students who used YouTube showed a significant increase in understanding, while only 68% showed an increase after using the e-module. The average increase in scores with YouTube was 13.81 points, higher than 4.77 points on the e-module. The paired sample t-test indicated that YouTube was significantly more effective than the e-module, with a p-value < 0.05. YouTube’s advantages mainly lie in its visual and interactive features that help facilitate the understanding of abstract concepts in statistics. This study recommends integrating YouTube and e-modules to optimize statistics learning outcomes, especially in the social sciences.
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Afifah, P. N., Rahmadhani, N., & Rifqi, S. (2024). Investigating employment delays: A multiple classification analysis of job search duration among graduates in islamic community development. Kubik: Jurnal Publikasi Ilmiah Matematika, 9(2), 132–144. https://doi.org/10.15575/kubik.v9i2.
Astriyani, A., & Fajriani, F. (2020). Pengaruh penggunaan media audio visual youtube materi pythagoras terhadap keaktifan belajar matematika siswa. Fibonacci: Jurnal Pendidikan Matematika Dan Matematika, 6(1), 87-90. https://doi.org/10.24853/fbc.6.1.87-90.
Baloglu, M. (1999). A comparison of mathematics anxiety and statistics anxiety in relation to general anxiety. Information Analyses, 85, 1–31. Retrieved from https://eric.ed.gov/?id=ED436703.
Baloglu, M. (2004). Statistics anxiety and mathematics anxiety: Some interesting differences I. Educational Research Quarterly, 27(3), 38–48. Retrieved from https://eric.ed.gov/?id=EJ792861.
Berndt, M., Schmidt, F. M., Sailer, M., Fischer, F., Fischer, M. R., & Zottmann, J. M. (2021). Investigating statistical literacy and scientific reasoning & argumentation in medical-, social sciences-, and economics students. Learning and Individual Differences, 86. https://doi.org/10.1016/j.lindif. 2020.101963.
Creswell, J. W., & Creswell, J. D. (2018). Research design qualitative, quantitative, and mixed methods approaches. In Writing Center Talk over Time. SAGE Publications, Inc. https://doi.org/10.4324/9780429469237-3.
Dzakwan, N., Murtinugraha, R. E., & Arthur, R. (2021). Efektivitas penggunaan e-modul pada mata kuliah statistika di program studi pendidikan teknik bangunan fakultas teknik Universitas Negeri Jakarta. Risenologi, 6(1b), 70–77. https://doi.org/10.47028/j.risenologi.2021.61b.249.
Elliott, A. C., & Woodward, W. A. (2007). Statistical analysis quick reference guidebook with SPSS examples (1st ed.). London: Sage Publications. https://doi.org/10.4135/9781412985949.
Hendrayati, H., & Pamungkas, B. (2016). Implementasi model hybrid learning pada proses pembelajaran mata kuliah statistika II di prodi manajemen FPEB UPI. Jurnal Penelitian Pendidikan, 13(2), 181-184. https://doi.org/10.17509/jpp.v13i2.3430.
Hidayanti, T., Saluky, & Misri, M. A. (2017). Pengembangan modul pembelajaran statistika data tunggal menggunakan aplikasi maple. Procediamath, 1(1), 72–81. Retrieved from https://www.syekhnurjati.ac.id/jurnal/index.php/semnasmat/article/view/2134.
Hunt, B. W., Mari, T., Knibb, G., Christiansen, P., & Jones, A. (2023). Statistics anxiety and predictions of exam performance in UK psychology students. PLoS ONE, 18(8 August), 1–10. https://doi.org/10.1371/journal.pone.0290467 August.
Indofah, V. A., & Hasanudin, C. (2023). Anggapan siswa tentang pelajaran matematika yang sulit dan menakutkan. In Seminar Nasional Daring Sinergi (Vol. 1, No. 1, pp. 1110-1113).
Khan, A., Saeed, M., Anwar, M. N., & Kanwal, L. (2023). Unleashing the potential : A study of the effectiveness and impact of youtube educational content on student learning outcomes. Journal of Mass Communication & Journalism, 13(5), 1–9. https://doi.org/10.37421/2165-7912.2023.13.538.
Lind, D. A., Marchal, W. G., & Wathen, S. A. (2021). Statistical techniques in business and economics. Mc Graw Hill. https://doi.org/10.2307/2345262.
Maravelakis, P. (2019). The use of statistics in social sciences. Journal of Humanities and Applied Social Sciences, 1(2), 87–97. https://doi.org/10.1108/jhass-08-2019-0038.
Mayer, R. E. (2002). Multimedia learning. The Psychology of Learning and Motivation, 41, 85–139. https://doi.org/10.1016/S0079-7421(02)41002-2.
Mega, N. A., Nissa, H., & Nugraha, A. (2020). Memfasilitasi pemelajar modern dengan video pembelajaran yang efektif dan menarik facilitating modern learners with effective and interesting instructional video. Jurnal Teknodik, 137–148. https://doi.org/10.32550/teknodik.v0i1.518.
Noh, N. H. M., Yusoff, R., & Yusoff, S. (2015). Assessing the Effectiveness of Blended Learning for a Statistical course: A comparison with conventional approach. International Academic Conference (IAC).
Permana, A., Sari, A. I. C., & Suhendra, S. (2023). Penerapan media pembelajaran e-learning untuk meningkatkan hasil belajar mata kuliah statistik. Research and Development Journal of Education, 9(1), 180-187. https://doi.org/10.30998/rdje.v9i1.14905.
Permatasari, A. C., Sari, J. A., Winanda, T., Saputra, R. I., Silvi, Annisa, P., & Fitriani, E. (2023). Analisis kesulitan belajar matematika dalam menyelesaikan soal. Jurnal Pendidikan Dasar Flobamorata, 4(1), 421–423. https://doi.org/10.51494/jpdf.v4i1.845.
Qonitatillah, A., & Ramadani, A. H. (2022). Pengembangan video pembelajaran youtube untuk mata pelajaran teknik pengelasan GMAW kelas XI jurusan teknik pengelasan SMK Negeri 1 Pungging. Jurnal Pendidikan Teknnik Mesin, 11(2), 195-201. Retrieved from https:// ejournal.unesa.ac.id/index.php/jurnal-pendidikan-teknik-mesin/article/view/48029.
Rohana, D., Sukasno, S., & Purwasi, L. A. (2019). Model problem based learning (PBL) dengan teknik scaffolding terhadap kemampuan pemecahan masalah matematika. Jurnal Pendidikan Matematika RAFA, 5(2), 142–151. https://doi.org/10.19109/jpmrafa.v5i2.4136.
Schoen, R. C., Rhoads, C., Perez, A., Jacobbe, T., & Li, L. (2024). Improving the teaching and learning of science. The Education Endowment Foundation, 95(September 2024).
Sugiyono. (2019). Metodelogi penelitian kuantitatif dan kualitatif dan R&D. Bandung: Alfabeta.
Sweller, J., Ayres, P., & Kalyuga, S. (2013). Explorations in the learning sciences, instructional systems and performance technologies volume 4. In Springer Science+Business Media, LLC 2013. New York: Springer.
Yanuardianto, E. (2019). Teori kognitif sosial albert bandura (Studi kritis dalam menjawab problem pembelajaran di MI). Auladuna : Jurnal Prodi Pendidikan Guru Madrasah Ibtidaiyah, 1(2), 94–111. https://doi.org/10.36835/au.v1i2.235.
Zaidan, A., Ismail, Z., Yusof, Y. M., & Kashefi, H. (2012). Misconceptions in descriptive statistics among postgraduates in social sciences. Procedia - Social and Behavioral Sciences, 46, 3535–3540. https://doi.org/10.1016/j.sbspro.2012.06.100.
Zeidner, M. (1991). Statistics and mathematics anxiety in social science students: Some interesting parallels. Educational Psichology, 61(3), 319–328. https://doi.org/10.1111/j.2044-8279.1991.tb00989.x.
Zhao, K., Zang, W., & Nie, E. (2024). Life cycle, education, and statistical cognitive ability. Heliyon, 10(4), e25755. https://doi.org/10.1016/j.heliyon.2024.e25755.
Zivcakova, L. (2011). Multi-tasking: The effects of interacting with technology on learning in a real-time classroom lecture. Theses and Dissertations (Comprehensive).
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