The Predictive Contribution of Self-Regulated Learning and Academic Resilience to Numeracy Literacy among Fifth-Grade Elementary School Students

Authors

  • Lailatul Hidayati Universitas Islam Negeri Sunan Kalijaga
  • Widyawati Universitas Islam Negeri Sunan Kalijaga
  • Nia Aulia Khodijatul Qubro Universitas Islam Negeri Sunan Kalijaga
  • Sintha Sih Dewanti Universitas Islam Negeri Sunan Kalijaga
  • Sidik Al Kahfi Albukhary International University image/svg+xml

DOI:

https://doi.org/12.12345/al-bidayah.v18i1.12875

Keywords:

Academic resilience, Numeracy literacy, Self-regulated learning

Abstract

This study examined: (1) the relationship between self-regulated learning and numeracy literacy, (2) the relationship between academic resilience and numeracy literacy, and (3) their joint association with numeracy literacy among fifth-grade elementary students. The novelty of this study lies in integrating self-regulated learning and academic resilience into a single model of numeracy literacy at the elementary level, whereas prior studies have mostly examined these variables separately or in secondary education contexts. Using a quantitative correlational design, data were collected from 106 fifth-grade students of SD Muhammadiyah Condongcatur selected through purposive sampling. Instruments included questionnaires on self-regulated learning and academic resilience, and a numeracy literacy test. Data were analyzed using simple and multiple linear regression. The results showed that self-regulated learning and academic resilience were significantly associated with numeracy literacy, both partially and jointly. Self-reflection was the strongest dimension of self-regulated learning, while persistence was the dominant dimension of academic resilience. These findings suggest that numeracy literacy is closely linked to students’ reflective learning regulation and academic persistence.

References

Ahmad, J. (2023). Self-Regulation Dan Self-Regulated Learning Dalam Pendidikan Islam. Islamic Character Development. https://doi.org/10.17605/OSF.IO/87VPD

Amir, A. (2025). Literacy Resilience: Bridging Linguistic Literacy and Self-Regulated Learning for Enhanced Educational Success. Frontiers in Education, 9, 1406205. https://doi.org/://doi.org/10.3389/feduc.2024.1406205

Aripin, N. A., Savitri, J., & Megarini, M. Y. (2023). Pelatihan Strategi Self-Regulated Learning Fase Forethought Untuk Student Engagement Siswa SMP. JIP (Jurnal Intervensi Psikologi), 15(2). https://doi.org/10.20885/intervensipsikologi.vol15.iss2.art4

Borazon, E. Q., & Chuang, H.-H. (2023). Resilience in Educational System: A Systematic Review and Directions for Future Research. International Journal of Educational Development, 99, 102761. https://doi.org/https://doi.org/10.1016/j.ijedudev.2023.102761

Bornschlegl, M., Townshend, K., & Caltabiano, N. J. (2021). Application Of The Theory Of Planned Behavior To Identify Variables Related To Academic Help Seeking In Higher Education. Frontiers in Education, 6, 738790. https://doi.org/10.3389/feduc.2021.738790

Bykova, E. V, & Chirkina, T. A. (2020). Relationship Between Teacher’s Characteristics And Academic Resilience Among Students. Monitoring of Public Opinion: Economic and Social Changes, 4, 445–460. https://doi.org/10.14515/monitoring.2020.3.1599

Costa, A., Rodrigues, F., Pitarma, R., & Ferreira, M. E. (2024). Design and Validation of an Instrument to Evaluate the Workgroup Methodology in University Students. International Journal of Educational Research Open, 7, 100351. https://doi.org/https://doi.org/10.1016/j.ijedro.2024.100351

Creswell, J. W., & Creswell, J. D. (2017). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. Sage publications.

Deng, K., & Chen, X. (2025). Exploring The Impact Of AI-Driven Emotional Resilience On Academic Persistence, Motivation, Cognitive Flexibility, And Autonomy In Self-Regulated Learning: A Self-Determination Theory Perspective. Learning and Motivation, 92, 102167. https://doi.org/10.1016/j.lmot.2025.102167

Dignath, C., Buettner, G., & Langfeldt, H.-P. (2008). How Can Primary School Students Learn Self-Regulated Learning Strategies Most Effectively?: A Meta-Analysis on Self-Regulation Training Programmes. Educational Research Review, 3(2), 101–129. https://doi.org/https://doi.org/10.1016/j.edurev.2008.02.003

Dinas Pendidikan DIY. (2023). Laporan Pendidikan Daerah Provinsi Daerah Istimewa Yogyakarta.

Faiza, K. L., Zumrotun, E., & Sutriyani, W. (2024). Kemampuan Literasi Numerasi Ditinjau Dari Efikasi Diri Siswa Kelas V Sd Negeri 2 Tahunan Numeracy Literacy Ability As Seen From The Self-Efficacy Of Grade 5 Students At 2 Tahunan Public Elementary Schools. Jurnal Pembelajaran dan Matematika Sigma (JPMS), 10(1), 1–7. https://doi.org/10.36987/jpms.v9i1.5350

Fajrianti, Z., & Firmansyah, D. (2023). Pengaruh Self-Regulated Learning Terhadap Hasil Pretest AKM Numerasi Siswa Di Sekolah Penempatan Kampus Mengajar. JPMI (Jurnal Pembelajaran Matematika Inovatif), 6(3), 1083–1090. https://doi.org/http://dx.doi.org/10.22460/infinity.v6i1.234

Fauzia, E., & Nggusuwaru, U. (2025). Hubungan Regulasi Emosi dengan Kecemasan pada Mahasiswa Semester Akhir STIKES Yahya Bima. DIKSI: Jurnal Kajian Pendidikan dan Sosial, 6(2), 122–127. https://doi.org/10.53299/diksi.v6i2.161260

Gross, J. J. (2002). Emotion regulation: Affective, cognitive, and social consequences. Psychophysiology, 39(3), 281–291.

Husna, M., & Suyitno, A. (2024). Literasi Numerasi Ditinjau dari Self Regulated Learning dengan Problem Based Learning Berbantuan Liveworksheet. 15(2), 237–249. https://doi.org/https://doi.org/10.26877/aks.v15i2.19869

Imhof, M., Worthington, D., Burger, J., & Bellhäuser, H. (2024). Resilience and Self-Regulated Learning as Predictors of Student Competence Gain in Times of the COVID-19 Pandemic–Evidence from a Binational Sample. Frontiers in Education, 9, 1293736. https://doi.org/https://doi.org/10.3389/feduc.2024.1293736

Kappassova, S., Abylkassymova, A., Bulut, U., Zhumagulova, Z., Balta, N., & Zykrina, S. (2025). Mathematical Literacy and Its Influencing Factors: A Decade of Research Findings. Eurasia Journal of Mathematics, Science and Technology Education, 21(7), 1–19. https://doi.org/https://doi.org/10.29333/ejmste/16615

Kemendikbudristek. (2022). Asesmen Kompetensi Minimum: Kerangka Literasi Numerasi. Kemdikbudristek.

Kemendikbudristek. (2023). Rapor Pendidikan Indonesia 2023.

Lee, J., & Stankov, L. (2018). Non-cognitive predictors of academic achievement: Evidence from TIMSS and PISA. Learning and Individual Differences, 65, 50–64. https://doi.org/https://doi.org/10.1016/j.lindif.2018.05.009

Lee, M., Lee, S. Y., Kim, J. E., & Lee, H. J. (2023). Domain-Specific Self-Regulated Learning Interventions for Elementary School Students. Learning and Instruction, 88, 101810. https://doi.org/https://doi.org/10.1016/j.learninstruc.2023.101810

Lestari, S. P., & Lestari, S. (2017). Konformitas Kelompok, Harga Diri dan Efikasi Diri sebagai Prediktor Perilaku Ketidakjujuran Akademik pada Siswa. Jurnal Penelitian Humaniora, 18(1), 54–64. https://doi.org/10.23917/humaniora.v18i1.3641

Li, R., Hassan, N. C., & Saharuddin, N. (2023). College Student’s Academic Help-Seeking Behavior: A Systematic Literature Review. behavioral sciences, 13(8). https://doi.org/10.3390/bs13080637

Liu, T. F., Fan, S. C., & Le Jiang, X. (2025). How Can Qualitative In-Depth Interviews Optimize Cross-Cultural Measurement Of Academic Resilience? Frontiers in Psychology, 16, 1444978. https://doi.org/10.3389/fpsyg.2025.1444978

Mahanal, S., Zubaidah, S., Setiawan, D., Setiowati, F. K., Muhaimin, F. G., & Kusmahardhika, N. (2025). Integrating Locus Of Control Into RICOSRE-Flipped Classroom For Improved Self-Regulated Learning. Multidisciplinary Science Journal, Accepted Articles. https://doi.org/10.31893/multiscience.2026022

Manz, J. A., Todd, M. J., Iverson, L., Ball, S. J., Manning, L., & Topp, R. (2025). Validity and Reliability Testing of the Creighton Competency Evaluation Instrument 2.0©(CCEI 2.0). Clinical Simulation in Nursing, 103, 101736. https://doi.org/https://doi.org/10.1016/j.ecns.2025.101736

Marchy, F., Elmawati, E., Samosir, C. M., & Muhammad, I. (2023). Research on Self-Regulated Learning in Mathematics Learning (1980-2023): A Bibliometric Review. Kontinu: Jurnal Penelitian Didaktik Matematika, 7(2), 1–18. https://doi.org/https://doi.org/10.30659/kontinu.7.2.1-18

Martin, A. (2013). Academic Buoyancy and Academic Resilience: Exploring “Everyday” and “Classic” Resilience in the Face of Academic Adversity. School Psychology International, 34, 488–500. https://doi.org/10.1177/0143034312472759

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/https://doi.org/10.1002/pits.20149

Nokelainen, P., Kaarakka, T., Hirvonen, J., Puhakka, I., Kangaslampi, R., Ali-Löytty, S., Vuorenpää, V., & Viro, E. (2025). Self-Efficacy, Emotions and Mathematics Achievement: Longitudinal Effects of Flipped Learning. Journal of Computer Assisted Learning, 41(6), e70148. https://doi.org/https://doi.org/10.1111/jcal.70148

OECD. (2018). The Future of Education and Skills: Education 2030. OECD Publishing.

OECD. (2023). PISA 2022 Results (Volume I): The State of Learning and Equity in Education. OECD Publishing. https://doi.org/10.1787/53f23881-en

Panadero, E. (2017). A review of self-regulated learning: Six models and four directions for research. Frontiers in psychology, 8, 422. https://doi.org/https://doi.org/10.3389/fpsyg.2017.00422

Permatasari, N., Ashari, F. R., & Ismail, N. (2021). Contribution of Perceived Social Support ( Peer , Family , and Teacher ) to Academic Resilience during. Golden Ratio of Social Science and Education, 1(1), 1–12. https://doi.org/10.52970/grsse.v1i1.94

Priharvian, S. M., Diana, S. P., & Dewanti, S. S. (2024). Multiple Regression Analysis: Effects Of Math Anxiety And Self- Regulated Learning On Learning Outcomes. Jurnal Pengembangan Pembelajaran Matematika (JPPM), 6(1), 53–62. https://doi.org/10.14421/jppm.2024.61.53-62

Pulungan, D. A., Herosian, M. Y., & Pulungan, D. F. (2024). Resiliensi Matematis Mahasiswa: Studi Literatur tentang Pengembangan Kemampuan Menghadapi Kecemasan Belajar Matematika. Jurnal Ilmiah Matematika (JIMAT), 5(2), 204–218. https://doi.org/10.63976/jimat.v5i2.770

Putwain, D. W., Gallard, D., & Beaumont, J. (2020). Academic Buoyancy Protects Achievement Against Minor Academic Adversities. Learning and Individual Differences, 83, 101936. https://doi.org/https://doi.org/10.1016/j.lindif.2020.101936

Retnawati, H., & Kassymova, G. K. (2024). Factors Contributing to Fourth Graders’ Mathematics Achievement: A Multilevel Study. 13(4), 2219–2230. https://doi.org/10.11591/ijere.v13i4.27223

Rohinsa, M., & Manurung, R. T. (2024). Daya Apung Akademik. Zahir Publishing.

Romano, L., Angelini, G., Consiglio, P., & Fiorilli, C. (2021). Academic Resilience and Engagement in High School Students: The Mediating Role of Perceived Teacher Emotional Support. European journal of investigation in health, psychology and education, 11(2), 334–344. https://doi.org/https://doi.org/10.3390/ejihpe11020025

Ryan, A. M., & Shin, H. (2011). Help-seeking tendencies during early adolescence: An examination of motivational correlates and consequences for achievement. Learning and instruction, 21(2), 247–256.

Schraw, G., & Dennison, R. S. (1994). Assessing metacognitive awareness. Contemporary educational psychology, 19(4), 460–475.

Semeraro, C., Giofrè, D., Coppola, G., Lucangeli, D., & Cassibba, R. (2020). The Role of Cognitive and Non-Cognitive Factors in Mathematics Achievement: The Importance of the Quality of the Student-Teacher Relationship in Middle School. Plos one, 15(4), e0231381. https://doi.org/https://doi.org/10.1371/journal.pone.0231381

Taber, K. S. (2018). The Use of Cronbach’s Alpha When Developing and Reporting Research Instruments in Science Education. Research in science education, 48(6), 1273–1296. https://doi.org/10.1007/s11165-016-9602-2

Wijayanto, M. R., & Hastuti, R. (2024). Hubungan Regulasi Diri dalam Belajar dan Resiliensi Akademik pada Mahasiswa yang Melakukan Hybrid Learning di Jakarta. Jurnal Serina Sosial Humaniora, 2(1), 9–18. https://doi.org/https://doi.org/10.24912/jssh.v2i1.31380

Xie, Y., Pan, D., Wang, L., Xie, Y., & Zeng, X. (2025). The Research on the Construction of Primary School Mathematics Human-Machine Collaborative Precise Review Class Mode. International Conference on Technology in Education, 221–233. https://doi.org/10.1007/978-981-95-4499-8_19

Zahra, D. A., Ariyani, M., & Suryaratri, R. D. (2025). Analisis Psikometrik Instrumen Grit-O: Studi pada Mahasiswa Sarjana di Jabodetabek. IDEA : Jurnal Psikologi, 9(2), 239–251. https://doi.org/10.32492/idea.v9i2.9209

Zimmerman, B. J. (2000). Attaining Self-Regulation: A Social Cognitive Perspective. In Handbook of self-regulation (bll 13–39). Elsevier. https://doi.org/https://doi.org/10.1016/B978-012109890-2/50031-7

Zimmerman, B. J., & Labuhn, A. S. (2012). Self-Regulation of Learning: Process Approaches to Personal Development. American Psychological Association, 1(Theories, constructs, and critical issues), 399–425). https://doi.org/https://psycnet.apa.org/doi/10.1037/13273-014

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Published

2026-06-09

How to Cite

The Predictive Contribution of Self-Regulated Learning and Academic Resilience to Numeracy Literacy among Fifth-Grade Elementary School Students. (2026). Al-Bidayah : Jurnal Pendidikan Dasar Islam, 18(1), 28-51. https://doi.org/12.12345/al-bidayah.v18i1.12875