The Influence of Self-Regulation, Resilience, and Family Environment on Mathematics Learning Outcomes of Junior High School Students in Serang City, Indonesia
Abstract
This study aimed to identify and analyze self-regulation that mediates the influence of resilience and family environment on students' mathematics learning outcomes. This descriptive research uses the method of explanatory survey with a quantitative approach. The variables in this study were mathematics learning outcomes (Y), resilience (X1), family environment (X2), and self-regulation (Z). Learning outcomes are the dependent variable (endogenous variable). At the same time, resilience and family environment are independent variables (exogenous variable), and self-regulation is a mediating variable (intervening variable) with questionnaires and observations to collect data. This study's population was all class VII students at State Middle School in Serang City, while the sample was randomly selected from as many as 332 students. The collected data is then analyzed using a structural equation model. The results of this study indicate that (i) there is a significant effect of resilience on mathematics learning outcomes, (ii) there is a significant effect of the family environment on student learning outcomes, (iii) there is a significant effect of self-regulation ability on mathematics learning outcomes (iv) there is a significant effect of resilience on students' abilities self-regulation (v) there is a significant influence of the family environment on self-regulation abilities (vi) there is a significant effect of resilience on student learning outcomes through self-regulation abilities (vii) there is a significant influence of the family environment on student learning outcomes through self-regulation abilities (viii) there is a significant influence resilience, family environment, and ability to self-regulate on mathematics learning outcomes. The results of this study imply that the concepts of resilience, family environment, and self-regulation are relevant and can estimate student learning outcomes.
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’Athiyah, F., Umah, U., & Syafrudin, T. (2020). Pengaruh Mathematical Resilience Terhadap Kemampuan Pemecahan Masalah Matematis Siswa. JKPM (Jurnal Kajian Pendidikan Matematika), 5(2), 223. https://doi.org/10.30998/jkpm.v5i2.5286
Al-Ansi, A. M., & Al-Ansi, A. (2023). Enhancing student-centered learning through introducing module for STEM development and assessment. International Journal of STEM Education for Sustainability, 3(1), 22–27. https://doi.org/https://doi.org/10.53889/ijses.v3i1.114
Al-Zoubi, S. M., & Younes, M. A. B. (2015). Low Academic Achievement: Causes and Results. Theory and Practice in Language Studies, 5(11), 2262. https://doi.org/10.17507/tpls.0511.09
Alwisol. (2019). Psikologi kepribadian. Universitas Muhammadiyah Malang.
Andri, Dores, O. J., & Lina, A. H. (2020). Analisis Faktor Penyebab Kesulitan Belajar Matematika Pada Siswa SDN 01 Nanga Kantuk. Jurnal Pendidikan Matematika, 2(1), 158–167.
Arsyad, R. N., Pomalato, S. W. D., Abbas, N., & Achmad, N. (2022). Hubungan Antara Self Regulated Learning dengan Hasil Belajar Matematika Pada Materi Trigonometri. Jambura Journal of Mathematics Education, 3(1), 48–56. https://doi.org/10.34312/jmathedu.v3i1.12423
Artuch-Garde, R., González-Torres, M. del C., de la Fuente, J., Mariano Vera, M., Fernández-Cabezas, M., & López-García, M. (2017). Relationship between resilience and self-regulation: A study of Spanish youth at risk of social exclusion. Frontiers in Psychology, 8(APR), 1–11. https://doi.org/10.3389/fpsyg.2017.00612
Asmayani, & Tanjung, A. (2020). Influence Of Family Environment Against Student Achievement In Class VII SMP Negeri 1 Barus. Wahana Inovasi, 9(1), 146–150.
Asriyanti, F. D., & Purwati, I. S. (2020). Hasil Belajar Matematika Siswa Kelas V Sekolah Dasar. Sekolah Dasar: Kajian Teori Dan Praktik Pendidikan, 29(1), 79–87.
Banjarnahor, E., Winardi, Y., & Dirgantoro, K. P. S. (2018). Hubungan Antara Kreativitas Dengan Hasil Belajar Kognitif Siswa Kelas X Ipa Basic Sma Abc Pada Pembelajaran Matematika [on the Relationship Between Creativity and Cognitive Learning Outcomes of Grade 10 Basic Science High School Students in Mathematics Le. JOHME: Journal of Holistic Mathematics Education, 2(1), 34. https://doi.org/10.19166/johme.v2i1.1268
Chen, D. L., Ertac, S., Evgeniou, T., Miao, X., Nadaf, A., & Yilmaz, E. (2022). Grit and Academic Resilience During the Covid-19 Pandemic. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4001431
Choe, D. E., Olson, S. L., & Sameroff, A. J. (2013). Effects of early maternal distress and parenting on the development of children's self-regulation and externalizing behavior. Development and Psychopathology, 25(2), 437–453. https://doi.org/10.1017/S0954579412001162
Febriyanti, F., & Imami, A. I. (2021). Analisis Self-Regulated Learning dalam Pembelajaran Matematika Pada Siswa SMP. Jurnal Ilmiah Soulmath : Jurnal Edukasi Pendidikan Matematika, 9(1), 1–10. https://doi.org/10.25139/smj.v9i1.3300
Freddy, F., Lestari, S., & Prihartanti, N. (2021). Self-regulated learning sebagai mediator keterlibatan orang tua dan prestasi akademik siswa SMA. Persona: Jurnal Psikologi Indonesia, 10(1), 1–15.
Gagne, R. M., Hanafi, A., & Manan, A. (1975). Prinsip-Prinsip Belajar Untuk Pengajaan (Essensial of Learning for Intructions). Usaha Nasional.
Galizty, R. C. M. F. (2022). Regulasi Diri Memediasi Pengaruh Resiliensi Dan Lingkungan Keluarga Terhadap Hasil Belajar (Survey Pada Siswa Kelas XI IPS SMA Negeri Se-Kabupaten Cianjur Pada Mata Pelajaran Ekonomi). UPI.
Grijalva-Quiñonez, C. S., Valdés-Cuervo, A. A., Parra-Pérez, L. G., & García Vázquez, F. I. (2020). Parental involvement in mexican elementary students' homework: Its relation with academic self-efficacy, self-regulated learning, and academic achievement. Psicologia Educativa, 26(2), 129–136. https://doi.org/10.5093/PSED2020A5
Gumanti, T. A., Yunidar, & Syahrudin. (2016). Metode Penelitian Pendidikan. Mitra Wacana Media.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). In Sage (Second Edi). SAGE Publications, Inc.
Hakyemez, S. (2015). Turkish early childhood educators on parental involvement. European Educational Research Journal, 14(1), 100–112. https://doi.org/10.1177/1474904114565152
Harahap, L. K. (2018). Analisis SEM (Structural Equation Modelling) Dengan SMARTPLS (Partial Least Square). Fakultas Sains Dan Teknologi Uin Walisongo Semarang, 1, 1.
Haryadi, R., & Pujiastuti, H. (2022). Enhancing Pre-service Physics Teachers' Higher-Order Thinking Skills Through STEM-PjBL Model. International Journal of STEM Education for Sustainability, 2(2), 156–171. https://doi.org/https://doi.org/10.53889/ijses.v2i2.38
Hasan, U. R., Nur, F., Rahman, U., Suharti, S., & Damayanti, E. (2021). Self Regulation, Self Esteem, dan Self Concept Berpengaruh Terhadap Prestasi Belajar Matematika Peserta Didik. ANARGYA: Jurnal Ilmiah Pendidikan Matematika, 4(1), 38–45. https://doi.org/10.24176/anargya.v4i1.5715
Iman, S. A., & Firmansyah, D. (2019). Pengaruh Kemampuan Resiliensi Matematis Terhadap Hasil Belajar Matematika. Sesiomadika, 2(1b), 356–360.
Kardhiravan, S. (2011). Influence Of Family Environment On The Students' Use Of Self-Regulated Learning Strategies. I-Manager's Journal on Educational Psycholog, 5(1), 39–47.
Khan, Y. M., Shah, M. H., & Sahibzada, H. E. (2020). Impact of self-regulated learning behavior on the academic achievement of university students. FWU Journal of Social Sciences, 14(2), 117–130.
Lafifa, F., Rosana, D., Suyanta, S., Nurohman, S., & Astuti, S. R. D. (2023). Integrated STEM Approach to Improve 21st Century Skills in Indonesia: A Systematic Review. International Journal of STEM Education for Sustainability, 3(2), 252–267. https://doi.org/https://doi.org/10.53889/ijses.v3i2.219
Larasati, I., Joharman, J., & Salimi, M. (2020). Hubungan Kemandirian Belajar dan Hasil Belajar Matematika Siswa Sekolah Dasar di Kecamatan Buluspesantren. EduBasic Journal: Jurnal Pendidikan Dasar, 2(2), 125–135. https://doi.org/10.17509/ebj.v2i2.26999
Lau, E. Y. H., & Williams, K. (2022). Emotional Regulation in Mothers and Fathers and Relations to Aggression in Hong Kong Preschool Children. Child Psychiatry and Human Development, 53(4), 797–807. https://doi.org/10.1007/s10578-021-01165-y
Layco, E. P. (2020). Discerning the Intervening Roles of Students Mathematical Resilience and Academic Emotions between the Relationship of Home-School Ecological Structures and Achievement. International Journal of Innovation, Creativity and Change. Www.Ijicc.Net, 14(8), 439–469.
Lesilolo, H. J. (2018). Penerapan Teori Belajar Sosial Albert Bandura Dalam Proses Belajar Mengajar Di Sekolah. KENOSIS: Jurnal Kajian Teologi, 4(2), 186–202. https://doi.org/10.37196/kenosis.v4i2.67
Machmud, A., & Ramadhan, I. A. (2022). High school learning outcomes: The effect of self-regulation, resilience, and family environment. Cakrawala Pendidikan, 41(3), 764–778. https://doi.org/10.21831/cp.v41i3.43562
Magno, C. (2013). Assessing Academic Self-Regulated Learning among Filipino College Students: The Factor Structure and Item Fit Facilitating Academic Self-regualtion using a Learning Mnagement System View project Knowledge Channel View project. The International Journal of Educational and Psychological Assessment, 5(August), 61–76.
Marbun, Y. M. R. (2021). Pengaruh Perhatian Orang Tua Dan Motivasi Belajar Siswa Terhadap Hasil Belajar Matematika Siswa Smp. Jurnal Mathematic Paedagogic, 5(2), 111–120. https://doi.org/10.36294/jmp.v5i2.1883
Martin, A. J., & Marsh, H. W. (2006). Academic resilience and its psychological and educational correlates: A construct validity approach. Psychology in the Schools, 43(3), 267–281. https://doi.org/10.1002/pits.20149
Mitchell, M. S., Greenbaum, R. L., Vogel, R. M., Mawritz, M. B., & Keating, D. J. (2019). Can You Handle the Pressure The Effect of Performance Pressure on Stress Appraisals, Self-regulation, and Behavior. Academy of Management Journal, 9(3), 27–24.
Mohan, V., & Verma, M. (2020). Self-Regulated Learning Strategies Self-Regulated Learning Strategies in Relation To Academic Resilience. Voice of Research, 9(3), 27–34.
Mwangi, C. N., Okatcha, F. M., Kinai, T. K., & Ireri, A. M. (2015). Relationship between academic resilience and academic achievement among secondary school students in Kiambu County, Kenya. International Journal of School and Cognitive Psychology, S2(003). https://doi.org/10.4172/2469-9837.s2-003
Nasir, A. H. K., & Widiyono, A. (2022). Pengaruh pola asuh orang tua terhadap hasil belajar matematika di sekolah dasar. Journal on Teacher Education, 3(3), 365-373.
Nurfa, R., & Quraisy, A. (2021). Pengaruh Self-Regulated Learning Terhadap Hasil Belajar Matematika Siswa Kelas VIII SMP Negeri 5 Takalar. Prosiding Seminar Nasional Pendidikan Matematika Universitas Mulawarman, 1, 2830–3059.
Oloye, H. T., & Flouri, E. (2020). The Role of the Indoor Home Environment in Children's Self-Regulation. Children and Youth Services Review, 105761. https://doi.org/10.1016/j.childyouth.2020.105761
Pillay, D., Nel, P., & Van Zyl, E. (2022). Positive affect and resilience: Exploring the role of self-efficacy and self-regulation. A serial mediation model. SA Journal of Industrial Psychology, 48(1), 1-12.. https://doi.org/10.4102/sajip.v48i0.1913
Rahayu, D. S., & Trisnawati, N. (2021). Pengaruh Lingkungan Keluarga Dan Fasilitas Belajar Terhadap Hasil Belajar Melalui Motivasi Belajar. Prima Magistra: Jurnal Ilmiah Kependidikan, 2(2), 212–224. https://doi.org/10.37478/jpm.v2i2.1035
Ramadani, R., & Muhandaz, R. (2021). Pengaruh Pendekatan Open-Ended Terhadap Kemampuan Berpikir Kreatif Matematis Berdasarkan Resiliensi Matematis Siswa MTs Muhammadiyah 02 Pekanbaru. Math Educa Journal, 5(1), 82–94. https://doi.org/10.15548/mej.v5i1.1734
Ramasubramanian, M., Patel, D., Turner, M. R., & Ybarra, V. (2022). The influence of life narrative themes on resilience and life outcomes. Personality and Individual Differences, 185(June 2021), 111235. https://doi.org/10.1016/j.paid.2021.111235
Reivich, K., & Shatte, A. (2002). The Resilience Factor: 7 Keys to Finding Your Inner Strength and Overcoming Life's Hurdles. Three Rivers press.
Rochani, S. (2016). Keefektifan pembelajaran matematika berbasis masalah dan penemuan terbimbing ditinjau dari hasil belajar kognitif kemampuan berpikir kreatif. Jurnal Riset Pendidikan Matematika, 3(2), 273–283. https://doi.org/10.21831/jrpm.v3i2.5722
Sacntrock. (2015). Psikologi Pendidikan (H. Bhimasena (ed.); Kedua). Kencana.
Sarah, C., Karman, I. N., & Rosyidah, A. N. K. (2021). Faktor-Faktor Yang Mempengaruhi Minat Belajar Siswa Pada Mata Pelajaran Matematika Di Gugus III Cakranegara. Progres Pendidikan, 2(1), 13–19. https://doi.org/10.29303/prospek.v2i1.60
Sari, R. A., & Untarti, R. (2021). Kemampuan Berpikir Kreatif Matematis dan Resiliensi Matematis. Mandalika Mathematics and Educations Journal, 3(1), 30–39. https://doi.org/10.29303/jm.v3i1.2577
Sholiha, T. A., Kurniati, N., Tyaningsih, R. Y., & Prayitno, S. (2022). Pengaruh Self-Regulated Learning (SRL) terhadap Hasil Belajar Matematika Siswa Kelas XI SMAN 1 Masbagik. Jurnal Ilmiah Profesi Pendidikan, 7(3), 1355–1362. https://doi.org/10.29303/jipp.v7i3.745
Shunk, D. H., & Zimmerman, B. J. (2003). Handbook of Psychology - Self-Regulation And Learning. In John Wiley & Sons, Inc (Vol. 7). John Wiley & Sons, Inc.
Sihaloho, L., Rahayu, A., & Wibowo, L. A. (2018). Pengaruh Metakognitif Terhadap Hasil Belajar Pada Mata Pelajaran Ekonomi Melalui Efikasi Diri Siswa. Jurnal Ekonomi Pendidikan Dan Kewirausahaan, 6(2), 121. https://doi.org/10.26740/jepk.v6n2.p121-136
Siregar, I., & Sari, V. T. A. (2020). Strategi Motivasi Green’s, Gaya Baru Pembelajaran Matematika pada Siswa Kemampuan Rendah di Indonesia. Mosharafa: Jurnal Pendidikan Matematika, 9(3), 383–394. https://doi.org/10.31980/mosharafa.v9i3.787
Sulistiyono, P. I., Zakaria, P., Usman, K., & Abdullah, A. W. (2021). Deskripsi Hasil Belajar Matematika ditinjau dari Gaya Kognitif Siswa Kelas VIII SMP Negeri 6 Gorontalo. Laplace : Jurnal Pendidikan Matematika, 4(2), 226–233. https://doi.org/10.31537/laplace.v4i2.556
Utaminingtyas, S., Subaryana, S., & Fatimah, S. (2020). Pengaruh Lingkungan Keluarga dan Minat Belajar Terhadap Hasil Belajar Matematika Peserta Didik Kelas V Sekolah Dasar Tahun Ajaran 2019/2020. Dwija Cendekia: Jurnal Riset Pedagogik, 4(2), 349. https://doi.org/10.20961/jdc.v4i2.45460
Utari, D. R., Wardana, M. Y. S., & Damayani, A. T. (2019). Analisis Kesulitan Belajar Matematika Dalam Menyelesaikan Soal Cerita. Jurnal Ilmiah Sekolah Dasar, 3(4), 534–540. https://doi.org/10.31943/mathline.v5i2.162
Wahyuni, T., Komarudin, K., & Anggoro, B. S. (2019). Pemahaman Konsep Matematis Melalui Model Wee Dengan Strategi Qsh Ditinjau Dari Self Regulation. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 8(1), 65–72. https://doi.org/10.24127/ajpm.v8i1.1724
Wardana, M. Y. S., & Rifaldiyah, Y. (2019). Penerapan Model Problem Based Learning terhadap Hasil Belajar Kognitif Pemecahan Masalah Matematika. Thinking Skills and Creativity Journal, 2(1), 19–26. https://doi.org/10.23887/tscj.v2i1.18380
Yan, Z. (2020). Self-assessment in the process of self-regulated learning and its relationship with academic achievement. Assessment and Evaluation in Higher Education, 45(2), 224–238. https://doi.org/10.1080/02602938.2019.1629390
DOI: https://doi.org/10.53889/ijses.v4i1.261
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