Multiple regression analysis: effects of math anxiety and self-regulated learning on learning outcomes
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Abstract
Student learning outcomes are not only influenced by cognitive factors but also affective factors. This study used a research design to investigate the influence of math anxiety and self-regulated learning on student learning outcomes. The population of this study was all secondary schools in Yogyakarta. The sample used consisted of 187 female students and 127 male students in grades X, XI, and XII. Data were obtained through student learning outcomes and the distribution of affective scales to students to obtain data on math anxiety and self-regulated learning. The analysis concluded that math anxiety and self-regulated learning influence student learning outcomes. The effect of math anxiety and self-regulated learning on female students is 86.7% and on male students is 15.8%. There is a model to calculate the effect obtained based on the analysis, namely Ŷ = -9,077 + 0,455 X1 + 0,826 X2 for female students and Ŷ = 0,815 X1+ 0,480 X2 for male students.
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References
Alghamdi, A., Karpinski, A. C., Lepp, A., & Barkley, J. (2020). Online and face-to-face classroom multitasking and academic performance: Moderated mediation with self-efficacy for self-regulated learning and gender. Computers in Human Behavior, 102, 214–222. https://doi.org/10.1016/j.chb.2019.08.018
Asari, I., Rustam, & Ginting, S. S. B. (2023). Analisis gender tentang math anxiety pada siswa SMP Negeri 14 Medan. Relevan: Jurnal Pendidikan Matematika, 3(2), 319–328.
Hastuti, W. D. (2020). Membangun motivasi dan kemandirian peserta didik berkebutuhan khusus melalui flipped classroom di masa new normal covid-19. Prosiding Webinar Magister Pendidikan Nonformal UNG | 181, September, 181–192.
Hastuti, W. H., & Yoenanto, N. H. (2019). Pengaruh self-regulated learning, kecemasan matematika, dukungan sosial guru matematika, dan dukungan sosial teman sebaya terhadap prestasi belajar matematika siswa SMP Negeri “X” Surabaya. Jurnal Psikologi Integratif, 6(2), 116. https://doi.org/10.14421/jpsi.v6i2.1524
Hidayat, M. A., & Sutirna, S. S. (2020). Pengaruh kemandirian belajar terhadap prestasi belajar matematika. Prosiding Sesiomadika, 2(1c).
Juliyanti, A., & Pujiastuti, H. (2020). Pengaruh kecemasan matematis dan konsep diri terhadap hasil belajar matematika siswa. Prima: Jurnal Pendidikan Matematika, 4(2), 75. https://doi.org/10.31000/prima.v4i2.2591
Masruroh, L., & Reza, M. D. (2015). Pengaruh kecemasan siswa pada matematika terhadap hasil belajar matematikadi SMP. Jurnal Pendidikan MatematikaSTKIP PGRI Sidoarjo, 3(2), 175–186.
Nofrialdi, I., Maison, M., & Muslim, M. (2018). Tingkat kecemasan matematika siswa sma negeri 2 kerinci kelas x mia sebelum menghadapi tes matematika berdasarkan gender dan hubungannya dengan hasil belajar. Edumatika : Jurnal Riset Pendidikan Matematika, 1(2), 11. https://doi.org/10.32939/ejrpm.v1i2.248
Permana, H., Harahap, F., & Astuti, B. (2016). Hubungan antara efikasi diri dengan kecemasan dalam menghadapi ujian pada siswa kelas IX di MTs Al Hikmah Brebes. Jurnal Hisbah, 13(1), 51–68.
Prasetyo, F., & Dasari, D. (2023). Studi literatur: Identifikasi kecemasan matematika dan motivasi belajar terhadap hasil belajar matematika siswa. RANGE: Jurnal Pendidikan Matematika, 4(2), 240–253. https://doi.org/10.32938/jpm.v4i2.3649
Prasetyo, F., & Juandi, D. (2023). Systematic literature review: Identifikasi penerapan model pembelajaran terhadap kecemasan matematika siswa. Elips: Jurnal Pendidikan Matematika, 4(1), 28–47.
Pratiwi, I. D., & Laksmiwati, H. (2016). Kepercayaan diri dan kemandirian belajar pada siswa SMA Negeri “X.” Jurnal Psikologi Teori Dan Terapan, 7(1), 43. https://doi.org/10.26740/jptt.v7n1.p43-49
Putri, E., Arjudin, A., Azmi, S., & Sripatmi, S. (2023). Pengaruh konsep diri dan kecemasan matematis terhadap hasil belajar matematika siswa madrasah aliyah. Jurnal Ilmiah Profesi Pendidikan, 8(3), 1390–1398.
Ranti, M. G., Budiarti, I., & Trisna, B. N. (2017). Pengaruh kemandirian belajar (self regulated learning) terhadap hasil belajar mahasiswa pada mata kuliah struktur aljabar. Math Didactic: Jurnal Pendidikan Matematika, 3(1), 75–83.
Syafri, F. S. (2017). Ada apa dengan kecemasan matematika?. Journal of Medives: Journal of Mathematics Education IKIP Veteran Semarang, 1(1), 59–65.
Warohmah, M. (2023). Kemampuan pemecahan masalah statistika dengan pendekatan humanistik dan kecemasan belajar. Penerbit P4I.
Woi, M. F., & Prihatni, Y. (2019). Hubungan antara kemandirian belajar dengan hasil belajar matematika. Teacher in Educational Research, 1(1), 1. https://doi.org/10.33292/ter.v1i1.3