Mapping the Mathematical Resilience of Prospective Elementary Teachers: A Large-Scale Survey Analysis

Authors

  • Ejen Jenal Mutaqin Universitas Pendidikan Indonesia
  • Wahyudin Wahyudin Universitas Pendidikan Indonesia
  • Tatang Herman Universitas Pendidikan Indonesia

DOI:

https://doi.org/10.31980/mosharafa.v14i3.2593

Keywords:

Mathematical Resilience, nilai, perjuangan, pertumbuhan, dukungan, value, struggle, growth, support

Abstract

Ketahanan matematis merupakan sikap positif agar siswa tidak mudah menyerah dalam menghadapi kesulitan dan menjadi hal yang sangat penting dalam pembelajaran matematika. Tujuan penelitian ini untuk menganalisis dan mendeskripsikan tingkat mathematical resilience mahasiswa calon guru di sekolah dasar. Penelitian ini menggunakan metode survey tipe cross sectional survey yang dilaksanakan di Institut Pendidikan Indonesia (IPI) Garut. Teknik pengambilan sampel ditentukan berdasarkan teknik sampling jenuh. Sampel penelitian ini yaitu mahasiswa Program Studi Pendidikan Guru Sekolah Dasar IPI Garut dengan jumlah 876 mahasiswa. Instrumen yang digunakan dalam penelitian ini adalah kuisioner. Instrument ini digunakan untuk mengukur resiliensi matematika yang memuat empat indicator (nilai, perjuangan, pertumbuhan, dan resiliensi) dan pilihan jawaban, yaitu sangat setuju sampai sangat tidak setuju. Penelitian ini menyimpulkan bahwa tingkat resilience matematis mahasiswa Program Studi Program Studi Pendidikan Guru Sekolah Dasar IPI Garut sudah memadai dengan terpenuhinya setiap indikator resiliensi. Sebagian besar mahasiswa telah memiliki ketahanan dalam menghadapi segala kesulitan selama belajar matematika, seperti meminta bantuan orang lain dan berdiskusi.

Mathematical resilience is a positive attitude that encourages students to not give up easily when facing difficulties and is very important in mathematics learning. The purpose of this study is to analyze and describe the level of mathematical resilience of prospective elementary school teacher students. This study used a cross-sectional survey method conducted at the Indonesian Education Institute (IPI) Garut. The sampling technique was determined based on saturated sampling techniques. The sample of this study was 876 students of the Elementary School Teacher Education Study Program at IPI Garut. The instrument used in this study was a questionnaire. This instrument was used to measure mathematical resilience, which contained four indicators (value, struggle, growth, and resilience) and answer options, from strongly agree to strongly disagree. This study concluded that the level of mathematical resilience of students of the Elementary School Teacher Education Study Program at IPI Garut was adequate, with each resilience indicator fulfilled. Most students had resilience in facing all difficulties while learning mathematics, such as asking for help from others and discussing.

References

Afrilia, D., & Siregar, M. F. Z. (2024). Pengaruh Homesickness Terhadap Kesehatan Mental Mahasiswa Rantau. 2(1).

Afriyanti, I., Wardono, & Kartono. (2018). Pengembangan Literasi Matematika Mengacu PISA Melalui Pembelajaran Abad Ke-21 Berbasis Teknologi. Prosiding Seminar Nasional Matematika, 1, 608–617.

Al Ghifari, S. S., Juandi, D., & Usdiyana, D. (2022). Systematic Literature Review: Pengaruh Resiliensi Matematis Terhadap Kemampuan Berpikir Matematis Tingkat Tinggi. Jurnal Cendekia: Jurnal Pendidikan Matematika, 6(2), 2025–2039. https://doi.org/10.31004/cendekia.v6i2.1271

Ariyanto, L., Herman, T., Sumarmo, U., & Suryadi, D. (2017). Developing Mathematical Resilience of Prospective Math Teachers. Journal of Physics: Conference Series, 895, 012062. https://doi.org/10.1088/1742-6596/895/1/012062

Ariyanto, L., Supandi, S., & Kusumaningsih, W. (2024). Students’ Reflective Thinking Profiles in Problem-Solving Based on Mathematical Resilience. Mosharafa: Jurnal Pendidikan Matematika, 13(3), 849–860. https://doi.org/10.31980/mosharafa.v13i3.1435

Arjun, M., & Muntazhimah, M. (2023). The Effect Of Mathematical Resilience On The Mathematical Problem-Solving Ability Of Students. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(1), 944. https://doi.org/10.24127/ajpm.v12i1.6584

Arwadi, F., Haris, H., Fudhail, A., Afriansyah, E. A., & Zaki, A. (2024). Kemampuan TPACK Mahasiswa PPL Program Studi PPG Pendidikan Matematika Universitas Negeri Makassar. Issues in Mathematics Education (IMED), 8(2), 167-172.

Attami, D., Budiyono, B., & Indriati, D. (2020a). The mathematical problem-solving ability of junior high school students based on their mathematical resilience. Journal of Physics: Conference Series, 1469(1), 012152. https://doi.org/10.1088/1742-6596/1469/1/012152

Attami, D., Budiyono, & Indriati, D. (2020b). Mathematical resilience and mathematical problem-solving ability in Junior High School. Journal of Physics: Conference Series, 1613(1), 012028. https://doi.org/10.1088/1742-6596/1613/1/012028

Azwar, S. (2017). Metode Penelitian Psikologi (2nd ed). Pustaka Pelaja.

Callaman, R., & Palompon, D. (2026). Development of three-dimensional resiliency theory in solving mathematical problem. Journal of Education and Learning (EduLearn), 20(1), 608–621. https://doi.org/10.11591/edulearn.v20i1.22738

Chinn, S. (Ed.). (2014a). The Routledge International Handbook of Dyscalculia and Mathematical Learning Difficulties: An overview. In The Routledge International Handbook of Dyscalculia and Mathematical Learning Difficulties (0 ed., pp. 29–45). Routledge. https://doi.org/10.4324/9781315740713-9

Chinn, S. (Ed.). (2014b). The Routledge International Handbook of Dyscalculia and Mathematical Learning Difficulties: An overview. In The Routledge International Handbook of Dyscalculia and Mathematical Learning Difficulties (0 ed., pp. 29–45). Routledge. https://doi.org/10.4324/9781315740713-9

Collier, K. M., & Blanchard, M. R. (2024). Graduate Student Resilience: Exploring Influential Success Factors in U.S. Graduate Education through Survey Analysis. Trends in Higher Education, 3(3), 637–680. https://doi.org/10.3390/higheredu3030037

Efwan, N. S., Afriansyah, E. A., Luritawaty, I. P., Arwadi, F., & Yadav, D. K. (2024). The Level of students' mathematical creative thinking skills as measured by their self-confidence. International Journal of Didactic Mathematics in Distance Education, 1(2), 125-136.

Erwanto, A. U. N., Istiqomah, I., & Firdiyanti, R. (2022). Pengaruh Dukungan Sosial Terhadap Resiliensi Akademik Pada Mahasiswa Yang Menempuh Skripsi. Jurnal Psikohumanika, 14(2), 77–94. https://doi.org/10.31001/j.psi.v14i2.1533

Fennema, E., & Sherman, J. A. (1976). Brief Reports: Fennema-Sherman Mathematics Attitudes Scales: Instruments Designed to Measure Attitudes Toward the Learning of Mathematics by Females and Males. Journal for Research in Mathematics Education, 7(5), 324–326. https://doi.org/10.5951/jresematheduc.7.5.0324

Frost, L. A., Hyde, J. S., & Fennema, E. (1994). Chapter 2 Gender, mathematics performance, and mathematics-related attitudes and affect: A meta-analytic synthesis. International Journal of Educational Research, 21(4), 373–385. https://doi.org/10.1016/S0883-0355(06)80026-1

Halini, R, Z., Pasaribu, R. L., Mirza, A., & Afriansyah, E. A. (2023). Students’ Scientific Attitudes and Creative Thinking Skills. Mosharafa: Jurnal Pendidikan Matematika, 12(2), 315–326. https://doi.org/10.31980/mosharafa.v12i2.786

Hannula, M. S. (2002). Attitude towards mathematics: Emotions, expectations and values. Educational Studies in Mathematics, 49(1), 25–46. https://doi.org/10.1023/A:1016048823497

Harsela, K., & Asih, E. C. M. (2020a). The level of mathematical resilience and mathematical problem-solving abilities of 11th grade sciences students in a senior high school. Journal of Physics: Conference Series, 1521(3), 032053. https://doi.org/10.1088/1742-6596/1521/3/032053

Harsela, K., & Asih, E. C. M. (2020b). The level of mathematical resilience and mathematical problem-solving abilities of 11th grade sciences students in a senior high school. Journal of Physics: Conference Series, 1521(3), 032053. https://doi.org/10.1088/1742-6596/1521/3/032053

Henderson, G. (1999). Tapping Your Inner Strenght. New Harbinger Publications.

Hussain, M., Chowdhury, J. S., & Win, T. T. (2025). Spirituality as a Means of Resilience for Doctoral Students and Research Development: A Comprehensive Study. In M. U. Tariq (Ed.), Improving Doctoral Education and Research Development for Sustainability (pp. 211–238). IGI Global. https://doi.org/10.4018/979-8-3373-0225-6.ch007

Hutauruk, A. J. B., & Priatna, N. (2017a). Mathematical Resilience of Mathematics Education Students. Journal of Physics: Conference Series, 895, 012067. https://doi.org/10.1088/1742-6596/895/1/012067

Hutauruk, A. J. B., & Priatna, N. (2017b). Mathematical Resilience of Mathematics Education Students. Journal of Physics: Conference Series, 895, 012067. https://doi.org/10.1088/1742-6596/895/1/012067

Iswanto, A., & Faradillah, A. (2023). Analysis of Mathematical Reasoning Ability in Trigonometry Materials Viewed from Students’ Mathematical Resilience. Mosharafa: Jurnal Pendidikan Matematika, 12(3), 477–492. https://doi.org/10.31980/mosharafa.v12i3.821

Johnston-Wilder, S., & Lee, C. (2024a). The Mathematical Resilience Book. Routledge.

Johnston-Wilder, S., & Lee, C. (2024b). The Mathematical Resilience Book: How Everyone Can Progress in Mathematics (1st ed.). Routledge. https://doi.org/10.4324/9781003334354

Kimberlin, C. L., & Winterstein, A. G. (2008). Validity and reliability of measurement instruments used in research. American Journal of Health-System Pharmacy, 65(23), 2276–2284. https://doi.org/10.2146/ajhp070364

Kooken, J., Welsh, M. E., McCoach, D. B., Johnston-Wilder, S., & Lee, C. (2016). Development and Validation of the Mathematical Resilience Scale. Measurement and Evaluation in Counseling and Development, 49(3), 217–242. https://doi.org/10.1177/0748175615596782

Kristiyanti, B., & Ardhanaputra, N. (2025). Peran guru dalam upaya penanganan kecemasan akademik siswa. Jurnal Education And Development, 13(3), 87–91. https://doi.org/10.37081/ed.v13i3.7103

Lutfiyana, L., Pujiastuti, E., & Kharisudin, I. (2023). Systematic Literature Review: Resiliensi Matematis dan Kemampuan Pemecahan Masalah Matematis. Jurnal Cendekia: Jurnal Pendidikan Matematika, 7(3), 2167–2177. https://doi.org/10.31004/cendekia.v7i3.2445

Maharani, A., & Rahmawati, A. F. (2025). Pengalaman emosional siswa sd dalam pembelajaran matematika: studi fenomenologi tentang zona nyaman belajar. Jurnal Inovasi Pembelajaran Matematika: PowerMathEdu, 4(1), 1–12. https://doi.org/10.31980/pme.v4i1.2673

Mahirah, A., & Herdajani, F. (2024). Hubungan Harga Diri dan Optimisme dengan Resiliensi Akademik Siswa Kelas XI di SMA YP IPPI Cakung. Psikologi Kreatif Inovatif, 5(1), 30–36. https://doi.org/10.37817/psikologikreatifinovatif.v5i1.4230

Marlina, E., & Harahap, E. (2018). Mengembangkan Kemampuan Berpikir Kritis dan Resiliensi Matematik Melalui Pembelajaran Program Linier Berbantuan QM for Windows. Matematika, 17(2). https://doi.org/10.29313/jmtm.v17i2.4431

Muntazhimah, M., & Ulfah, S. (2020). Mathematics resilience of pre-service mathematics teacher. International Journal of Scientific and Technology Research, 9(1), 1442–1445.

Nuraeni, R., Afriansyah, E. A., Puspitasari, N., Sofyan, D., Hasanudin, H., Fikri, F., & Lestari, L. (2023). In-depth Training in Calculus Material for MA/Equivalent Teachers in the Madrasah Aliyah VI Garut Working Group. Indonesian Journal of Community Empowerment (IJCE), 4(01), 13-25.

Nurhaliza, S., Sumartini, T. S., Sofyan, D., & Afriansyah, E. A. (2024). Partisipasi Siswa Kelas XI SMK IT Al-Hawari dalam Pembelajaran Matematika. Radian Journal: Research and Review in Mathematics Education, 3(2), 73-80.

Nurhayati, Y., & Ni’mah, K. (2023). Analisis Resiliensi Matematis Siswa sebagai Self Assessment dalam Pembelajaran Matematika. Teorema: Teori Dan Riset Matematika, 8(2), 233. https://doi.org/10.25157/teorema.v8i2.10866

Nurhayati, Y., & Nimah, K. (2023). Analisis Resiliensi Matematis Siswa sebagai Self-Assessment dalam Pembelajaran Matematika. Teorema: Teori Dan Riset Matematika, 8(2), 233–246.

Nurpadillah, A., & Afriansyah, E. A. (2025). Analisis Persepsi Peserta Didik SMP terhadap Pelajaran Matematika. Imajiner: Jurnal Matematika dan Pendidikan Matematika, 7(6), 706-712.

Nusaibah, K. A., Ekayanti, A., Jumadi, J., & Murniati, M. (2024). Unveiling Resilience in Mathematics Education: Exploring the Impact of Age and Gender in Sanggar Bimbingan Rawang, Selangor, Malaysia. Tadris: Jurnal Keguruan Dan Ilmu Tarbiyah, 9(1), 19–30. https://doi.org/10.24042/tadris.v9i1.21586

Quintiliani, L., Sisto, A., Vicinanza, F., Curcio, G., & Tambone, V. (2022). Resilience and psychological impact on Italian university students during COVID-19 pandemic. Distance learning and health. Psychology, Health & Medicine, 27(1), 69–80. https://doi.org/10.1080/13548506.2021.1891266

Rahman, M. (2023). Sample Size Determination for Survey Research and Non-Probability Sampling Techniques: A Review and Set of Recommendations. Journal of Entrepreneurship, Business and Economics, 11(1), 42–62.

Rahmawati, N. D., Wardono, W., Wijayanti, K., & Dewi, N. R. (2026). Mathematical Literacy with Technology- Assisted Scaffolding in Indonesia: Camper and Quitter Students in Solving PISA Problems. Educational Process International Journal, 20(1). https://doi.org/10.22521/edupij.2026.20.10

Rawa, N. R., & Yasa, P. A. E. M. (2019). Kecemasan matematika pada mahasiswa pendidikan guru sekolah dasar. Journal of Education Technology, 2(2), 36. https://doi.org/10.23887/jet.v2i2.16180

Reivich, & Shatte. (2002). The resilience factor: 7 essential skills for overcoming life’s inevitable obstacles Broadway books.

Resmini, S., & Kareviati, E. (2020). Kecemasan guru-guru bahasa inggris dalam mengajar mata pelajaran bahasa inggris di SMA. Abdimas Siliwangi, 03(2), 380–387. http://dx.doi.org/10.22460/as.v3i2p%25p.3600

Saha, M., Islam, S., Akhi, A. A., & Saha, G. (2024). Factors affecting success and failure in higher education mathematics: Students’ and teachers’ perspectives. Heliyon, 10(7), e29173. https://doi.org/10.1016/j.heliyon.2024.e29173

Salmond, S. S. (2008). Evaluating the Reliability and Validity of Measurement Instruments. Orthopaedic Nursing, 27(1), 28–30. https://doi.org/10.1097/01.NOR.0000310608.00743.54

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

Sopiatunnisa, L. N., Afriansyah, E. A., & Mardiani, D. (2024). Analisis Tingkat Kecemasan Belajar Matematis Siswa SMP Berdasarkan Aspek Kognitif, Afektif, dan Fisiologis. Radian Journal: Research and Review in Mathematics Education, 3(2), 37-48.

Steel, A., Karunaratne, N., Exintaris, B., James, S., Al-Juhaishi, A., Don, A., Dai, D. W., & Lim, A. (2024). The impact of resilience on academic performance with a focus on mature learners. BMC Medical Education, 24(1), 1105. https://doi.org/10.1186/s12909-024-06099-2

Sumarmo, U., Hendriana, & Yuliani, A. (2019). Tes dan Skala Matematika Bernuansa High Order Thinking Skills. Refika Aditama.

Suprijono, A. (2020). Kesiapan Dunia Pendidikan. IAIN Parepare Nusantara Press.

Suri, A., & Herman, T. (2020). How are the contributions of mathematics resilience for developing attitude rubric to assess mathematics learning? Journal of Physics: Conference Series, 1521(3), 032055. https://doi.org/10.1088/1742-6596/1521/3/032055

Tarrasch, R., & Russo-Netzer, P. (2026). “Psycho-Educational Iron Dome”: Mapping resilience factors among educators during war and crisis. Teaching and Teacher Education, 172, 105360. https://doi.org/10.1016/j.tate.2025.105360

Taylor, E. S., & Tyler, J. H. (2012). The Effect of Evaluation on Teacher Performance. American Economic Review, 102(7), 3628–3651. https://doi.org/10.1257/aer.102.7.3628

Ulhasna, N., Rahmi, D., Kurniati, A., & Yuniati, S. (2024). Analisis Tingkat Resiliensi Matematis Siswa Pada Pembelajaran Matematika. Koordinat Jurnal MIPA, 5(1), 31–36. https://doi.org/10.24239/koordinat.v5i1.84

Ulya, Z. A., Khomaeny, E. F. F., & Nugraha, F. (2024). Tingkat Kecemasan Guru Taman Kanak-Kanak Dalam Pembelajaran Jarak Jauh Di Kota Tasikmalaya. As-Sibyan: Jurnal Pendidikan Anak Usia Dini, 7(1), 1–12. https://doi.org/10.32678/assibyan.v7i1.9832

Utami, L. H. (2020). Bersyukur dan Resiliensi Akademik Mahasiswa. Nathiqiyyah, 3(1), 1–21. https://doi.org/10.46781/nathiqiyyah.v3i1.69

Wahidah, E. Y. (2018). Resiliensi Akademik Perspektif Psikologi Islam.

Wang, J., Tigelaar, D. E. H., Ye, T., & Admiraal, W. (2026). A Meta‐Analysis of Moderators of the Effects of Technology‐Enhanced Adaptive Learning on Primary and Secondary Students’ Learning Outcomes. Journal of Computer Assisted Learning, 42(1), e70168. https://doi.org/10.1002/jcal.70168

Wibowo, A., Slamet, I., & Sudjadi, I. (2018). Construct Validity of Mathematical Resilience: Confirmatory Factor Analysis. Proceedings of the University of Muhammadiyah Malang’s 1st International Conference of Mathematics Education (INCOMED 2017). University of Muhammadiyah Malang’s 1st International Conference of Mathematics Education (INCOMED 2017), Malang, Indonesia. https://doi.org/10.2991/incomed-17.2018.55

Wilks, S. E. (2008). Resilience amid Academic Stress: The Moderating Impact of Social Support among Social Work Students. Advances in Social Work, 9(2), 106–125. https://doi.org/10.18060/51

Wiyono, U., Indreswari, H., & Muslihati. (2023). Hubungan Antara Keterampilan Koping dan Dukungan Sosial Terhadap Resiliensi Akademik Mahasiswa Tingkat Awal Sekolah Tinggi Teologi Satyabhakti Malang dan Rekomendasi Bagi Layanan Bimbingan dan Konseling. G-Couns: Jurnal Bimbingan Dan Konseling, 8(01), 209–231. https://doi.org/10.31316/gcouns.v8i01.5101

Zanthy, L. S., Kusuma, Y. S., & Soemarmo, U. (2019). Mathematical resilience analysis of senior high school students. Journal of Physics: Conference Series, 1315(1), 012074. https://doi.org/10.1088/1742-6596/1315/1/012074

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2025-07-30

How to Cite

Mutaqin, E. J., Wahyudin, W., & Herman, T. (2025). Mapping the Mathematical Resilience of Prospective Elementary Teachers: A Large-Scale Survey Analysis. Mosharafa: Jurnal Pendidikan Matematika, 14(3), 803–822. https://doi.org/10.31980/mosharafa.v14i3.2593

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