META-ANALYSIS: THE RELATIONSHIP BETWEEN SELF-REGULATED LEARNING AND MATHEMATICAL CRITICAL REASONING
DOI:
https://doi.org/10.17770/eid2022.1.6739Keywords:
Mathematical Critical Reasoning, Meta-analysis, Self-regulated LearningAbstract
Self-regulated learning and critical reasoning are two important dimensions in government policies to improve the quality of education which is manifested in the form of the Pancasila student profile. These two dimensions are able to describe the character and competencies of students that must be possessed in the Industrial Revolution 4.0. This research is a meta-analytic study that aims to analyze the relationship between self-regulated learning and mathematical critical reasoning abilities. Data were collected through searching scientific articles that have been published in scientific journals and proceedings in the period 2018-2020. There were 10 research samples that matched the exclusion and inclusion criteria. The data were analyzed using the JASP V-0.11. The results of heterogeneity test with a value of Q=111.610 and p=0.001<0.05. The effect size model used was the random effect model. The results showed that the mean effect size was 0.72 in the moderate effect category and the results of the Funnel Plot and Egger's Test with a value of z=1.368 and p=0.171>0.05 indicated that there was no publication bias. In conclusion, self-regulated learning is strongly correlated with mathematical critical reasoning.
References
Ab. J. S., Margono, G., & Rahayu, W. (2019). The logical thinking ability: Mathematical disposition and self-regulated learning. Journal of Physics: Conference Series, 1155(1). Retrieved from https://iopscience.iop.org/article/10.1088/1742-6596/1155/1/012092
Aini, N. R., Syafril, S., Netriwati, N., Pahrudin, A., Rahayu, T., & Puspasari, V. (2019). Problem-based learning for critical thinking skills in mathematics. J. Phys. Conf. Ser. 1155(1). Retrieved from https://iopscience.iop.org/article/10.1088/1742-6596/1155/1/012026
Akhdiyat, A.M. & Hidayat, W. (2018). Pengaruh kemandirian belajar matematik siswa terhadap kemampuan berpikir kreatif matematis siswa SMA. JPMI-Jurnal Pembelajaran Mat. Inov, 1(6), 1045–1054.
DOI: http://dx.doi.org/10.22460/jpmi.v1i6.p1045-1054
Asmar, A. & Delyana, H. (2020). Hubungan kemandirian belajar terhadap kemampuan berpikir kritis melalui penggunaan software geogebra. AKSIOMA J. Progr. Stud. Pendidik. Mat, 9(2), 221– 230. DOI: http://dx.doi.org/10.24127/ajpm.v9i2.2758
Biagioli. F. (2020). Ernst Cassirer’s transcendental account of mathematical reasoning. Studies in History and Philosophy of Science, Part A, 79, 30–40. DOI: https://doi.org/10.1016/j.shpsa.2019.10.001
Boobphan. K, Boonchan, S., & Pariyaporn, T. (2021). Factors affecting a Thai student’s higher order thinking skills (HOTS). Turkish J. Comput. Math. Educ., 12(13), 6606–6613.
Cenberci, S. (2018) The investigation of the creative thinking tendency of prospective mathematics teachers in terms of different variables. J. Educ. Train. Stud., 6(9), 78–85. DOI: https://doi.org/10.11114/jets.v6i9.3434
Farhan, M. (2020). Kemandirian belajar dan kemampuan penalaran matematis pada mata kuliah analisis real. Prosiding Seminar Nasional dan Diskusi Panel Pendidikan Matematika Universitas Indraprasta PGRI, 80, 351–358.
Fauzan. A, Musdi. E, & Yani, R. (2017). The influence of realistic mathematics education (RME) approach on students’ mathematical representation ability. Adv. Soc. Sci. Educ. Humanit. Res., 173, 9–12. DOI: https://dx.doi.org/10.2991/icei-17.2018.3
Glass, G. V. & Smith, M. L. (1981). Meta-analysis in social research. Beverly Hills, CA: Sage Publications.
Goss-Samspson, M.A. (2019). Statistik analisis in JASP: A guide for students, 2nd ed. UK: University of Greenwich.
Hidayati, D. W., & Kurniati, L. (2018). The influence of self regulated learning to mathematics critical thinking ability on 3D-shapes geometry learning using geogebra. JIPM, 7(1), 40–48. DOI: http://doi.org/10.25273/jipm.v7i1.2965
Hobri, R, Oktavianingtyas, D., Trapsilasiwi R, P., Murtikusuma, & A’Yun. (2020). Analysis of students’ critical thinking skills on social arithmetics with jumping task. Journal of Physics: Conference, Series 1465(1). Retrieved from https://iopscience.iop.org/article/10.1088/1742-6596/1465/1/012070
Jablonka, E. (2020). Encyclopedia of Mathematics Education. Berlin: Springer Int. Publishing.
Lestari, W. & Jailani. (2018). Enhancing an ability mathematical reasoning through metacognitive strategies. J. Phys. Conf. Ser., 1097(1).
DOI: https://ui.adsabs.harvard.edu/link_gateway/2018JPhCS1097a2117L/doi:10.1088/1742-6596/1097/1/012117
Nurfalah, A., Prihatini, D., Hidayat, W., & Rohaeti, E. (2019). Hubungan antara kemampuan berpikir kritis matematis dan kemandirian belajar siswa SMA Cimahi. Journal on Education, 2(1): 167–173. Retrieved from https://jonedu.org/index.php/joe/article/view/289
Retnawati, H., Apino, E., Kartianom, Djidu, & Anasifa R. D. (2018). Pengantar analisis meta. Yogyakarta: Parama Publishing.
Rovers, S.F.E., Clarebout, G., Savelberg, H.H.C.M., Bruin, A.B.H., & Merriënboer, J.J.G. (2019). Granularity matters: comparing different ways of measuring self-regulated learning. Metacognition and Learning, 14(1), 1–19. DOI: https://psycnet.apa.org/doi/10.1007/s11409-019-09188-6
Runisah, Gunadi, F., & Ismunandar, D. (2020). The relationship between self regulated learning and mathematical creative thinking ability. Journal of Physics: Conference Series 1657(1). Retrieved from https://iopscience.iop.org/article/10.1088/1742-6596/1657/1/012004
Seventika, S. Y., Sukestiyarno, Y. L., & Mariani, S. (2018). Critical thinking analysis based on Facione (2015) - Angelo (1995) logical mathematics material of vocational high school (VHS). Journal of Physics: Conference Series 983(1). Retrieved from https://iopscience.iop.org/article/10.1088/1742-6596/983/1/012067/meta
Sudiarta, I. G. P. & Widana, I. W. (2019). Increasing mathematical proficiency and students character: Lesson from the implementation of blended learning in junior high school in Bali. Journal of Physics: Conference Series 1317(1), 0–7. Retrieved from
http://repo.mahadewa.ac.id/id/eprint/478/1/10.%20ARTIKEL%20SCOPUS%20Q3.pdf
Sun, Z., Xie, K., & Anderman, L.H. (2018). The role of self-regulated learning in students’ success in flipped undergraduate math courses. Internet High. Educ. 36: 41–53. DOI: https://doi.org/10.1016/j.iheduc.2017.09.003
Widana, I. W., Suarta, I. M., & Citrawan, I. W. (2019). Application of simpang tegar method: Using data comparison. Jour Adv Res. Dyn. Control Syst.. 11(2):1825–1832.
Widana, I.W. (2020). The effect of digital literacy on the ability of teachers to develop HOTS-based aassessment. Journal of Physics: Conference Series, 1503(1), 1-9. Retrieved from https://iopscience.iop.org/issue/1742-6596/1503/1
Yeni, S., Buyung, & Dewi, S. (2018). Pengaruh kecerdasan emosional dan kemandirian belajar terhadap kemampuan berpikir kreatif siswa kelas VIII SMP Negeri 2 Kota Jambi. J. Pendidik. Mat., 4(1), 49–54. Retrieved from http://phi.unbari.ac.id/index.php/phi/article/view/86/69
Yunita, A, Sovia, A., & Hamdunah. (2020) Pemahaman konsep matematis mahasiswa menggunakan buku teks dengan pendekatan konstruktivisme. J. Elem., 6(1): 56–67.
Zamjani, I. et al. (2020). Naskah akademik sekolah penggerak. Jakarta: Puslitjak, Balitbang, Kemdikbud.
Zannati, G. N., Fitrianna, A. Y., & Rohaeti, E. E. (2018). Pengaruh kemandirian belajar terhadap kemampuan penalaran matematis siswa pada materi perbandingan. JPMI-Jurnal Pembelajaran Mat. Inov., 1(2):107–112. Retrieved from https://journal.ikipsiliwangi.ac.id/index.php/jpmi/article/view/97