Students’ mathematical procedural fluency in solving mathematical problems in terms of mathematical resilience and gender

Main Article Content

Muhammad Sazali
https://orcid.org/0009-0002-7960-9486
Nanang Priatna
Tatang Herman

Abstract

Mathematical resilience and gender are often associated with differences in students’ skills and ways of thinking while learning mathematics. This study aims to simultaneously describe students’ mathematical procedural abilities in terms of mathematical resilience and gender. Data were collected from 19 participants selected through purposive sampling based on criteria relevant to the research variables. A procedural fluency test and a student mathematical resilience questionnaire were used; both instruments had been previously validated by experts, who concluded that they were suitable for use. The data analysis technique employed was ANCOVA (Analysis of Covariance). The results indicated that both resilience and gender appeared to influence students’ mathematical procedural fluency; however, resilience was the factor that made a meaningful difference, not gender. Qualitative analysis, including resilience questionnaires, interviews, and test result descriptions, revealed that both male and female students can demonstrate strong mathematical procedural fluency when they possess high mathematical resilience. As a result, gender differences did not emerge as a significant influence, as both groups had equal opportunities when their mathematical resilience was high. The absence of a significant gender effect is suspected to be due to the relatively small sample size used in this study, which may not have provided sufficient statistical power to detect the actual effect. Due to the limitations of this study, these findings should be considered preliminary. Further research is needed using a larger sample size and more representative sampling to better examine the combined influence of gender and resilience on mathematical procedural fluency.

Downloads

Download data is not yet available.

Article Details

How to Cite
Sazali, M., Priatna, N., & Herman, T. (2026). Students’ mathematical procedural fluency in solving mathematical problems in terms of mathematical resilience and gender. Kalamatika: Jurnal Pendidikan Matematika, 11(1), 1-19. https://doi.org/10.22236/KALAMATIKA.vol11no1.2026pp1-19
Section
Article

References

Afifah, R. N., Syaodih, E., Wibowo, J., & Winda, A. (2019). Pendidikan matematika realistis dengan teori instruksi lokal untuk meningkatkan kelancaran prosedural siswa. Jurnal Pendidikan Matematika, 2(5).

Altakhyneh, B. H. (2020). The effect of mathematics anxiety on the achievement of middle school students in Amman. Journal of Education and Learning (EduLearn), 14(3), 338–344. https://doi.org/10.11591/edulearn.v14i3.15886

Alzoubi, K. A. A. (2024). The Effect of Virtual Reality Technology in Teaching Mathematics on Students’ Ability to Process Data and Graphic Representation. International Journal of Interactive Mobile Technologies, 18(8), 27–39. https://doi.org/10.3991/ijim.v18i08.46901

Ardani, A., & Nurkhafidhoh, C. (2021). Analisis Kesulitan Siswa Dalam Menyelesaikan Soal Cerita Matematika Ditinjau Dari Gaya Belajar dan Gender. Jurnal Theorems (The Original Reasearch Of Mathematics), 6(1), 41–50. https://doi.org/10.31949/th.v6i1.3179

Ariyani, O., & Prasetyo, T. (2021). Efektivitas Model Pembelajaran Problem Based Learning dan Problem Solving terhadap Kemampuan Berpikir Kritis Siswa Sekolah Dasar. Jurnal Basicedu, 5(3), 1149–1160. https://doi.org/10.31004/basicedu.v5i3.892

Asrul, Ananda, R., & Rosinta. (2014). Evaluasi Pembelajaran. Ciptapustaka Media.

Astuti, F. P., Ningsih, Y. L., & Palembang, U. P. (2023). Problem Based Learning Terhadap Kemampuan Berpikir Kreatif Peserta Didik pada Materi Statistika. Indiktika: Jurnal Inovasi Pendidikan Matematika, 6(1), 34–43. https://doi.org/10.31851/indiktika.v6i1.12485

Citra, S. F. (2021). Identifikasi Resiliensi Matematis Siswa MTS melalui Discovery Learning. [Undergraduate Thesis]. UIN Ar-Raniry, Aceh.

Dahlan, A. H. (2019). Pengembangan Model Pembelajaran Pendidikan Matematika Realistik Indonesia (Pmri) untuk Meningkatkan Ketertarikan Belajar Matematika. Jupitek: Jurnal Pendidikan Matematika, 1(1), 8–14. https://doi.org/10.30598/jupitekvol1iss1pp8-14

Damayanti, R., & Rahayu, D. V. (2025). Analysis of Students’ Mathematical Procedural Fluency in Algebraic Operations Material in Terms of Metacognition. 9(1), 46–55.

Firdaus, A., & Shodikin, A. (2022). Analisis Berpikir Kreatif Siswa dalam Pemecahan Soal Cerita pada Materi Pecahan Berdasarkan Jenis Kelamin. Jurnal Eksakta Pendidikan (Jep), 6(1), 61–68. https://doi.org/10.24036/jep/vol6-iss1/646

Firdaus, H. P. E. (2019). Kelancaran Prosedural Matematis Mahasiswa Dalam Menyelesaikan Masalah Matematika. In Prosiding Konferensi Nasional Penelitian Matematika Dan Pembelajarannya (KNPMP) IV (pp. 1–8).

Ghifari, S. S. Al, & Usdiyana, D. (2023, March). Hubungan resiliensi matematis dengan kemampuan pemecahan masalah matematis siswa SMA. In PRISMA, Prosiding Seminar Nasional Matematika, (vol. 6 pp. 529–535).

Haerunnisa, D & Imami, I, A. (2022). Analisis Kecemasan Belajar Siswa SMP pada Pembelajaran Matematika. Didactical Mathematics, 4(1), 23–30. https://doi.org/10.31949/dm.v4i1.2015

Himawan, M. A. D., & Noer, S. H. (2021). Deskripsi Kemampuan Berpikir Kreatif Matematis Ditinjau Dari Resiliensi Matematis Siswa Dalam Pembelajaran Tatap Muka Terbatas. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(4), 2424. https://doi.org/10.24127/ajpm.v10i4.4194

Hutauruk, A. J. B. (2019). Perilaku Resiliensi Matematis Mahasiswa Melalui Model Problem-Based Learning Dengan Pendekatan Metakognitif. Sepren, 1(01), 7–16. https://doi.org/10.36655/sepren.v1i01.76

Hutauruk, A. J. B. (2020). Indikator Pembentuk Resiliensi Matematis Mahasiswa Prodi Pendidikan Matematika FKIP. Sepren, 1(02), 78–91. https://doi.org/10.36655/sepren.v1i02.227

Indriani, P., Heleni, S., & Roza, Y. (2024). Pengembangan Perangkat Pembelajaran Berbasis Pendekatan Kontekstual Untuk Memfasilitasi Kemampuan Pemecahan Masalah Matematis. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 13(1), 105. https://doi.org/10.24127/ajpm.v13i1.8114

Irawan, A., & Febriyanti, C. (2016). Penerapan Strategi Pembelajaran Kontekstual untuk Meningkatkan Kemampuan Berpikir Kritis Matematika. Jurnal Ilmu Pendidikan, 22(1), 9–17. https://doi.org/10.17977/um048v22i12016p9-17

Johnston-Wilder, S., Goodall, J., & Almehrz, H. (2018). Overcoming Statistical Helplessness and Developing Statistical Resilience in Learners: An Illustrative, Collaborative, Phenomenological Study. Creative Education, 09(07), 1105–1122. https://doi.org/10.4236/ce.2018.97082

Kurniawan, A., & Setiawan, D., Hidayat, W., (2019). Analisis Kemampuan Pemecahan Masalah Matematis Siswa SMP Berbantuan Soal Ontekstual pada Materi Bangun Ruang Sisi Datar. JPMI (Jurnal Pembelajaran Matematika Inovatif), 2(5), 271-282. https://doi.org/10.22460/jpmi.v2i5.p271-282

Kurniawan, M. R., & Agoestanto, A. (2023). Systematic Literature Review: Identifikasi Kemampuan Berpikir Aljabar dan Resiliensi Matematis pada Pembelajaran Matematika. Jurnal Cendekia : Jurnal Pendidikan Matematika, 7(3), 2208–2221. https://doi.org/10.31004/cendekia.v7i3.2442

Miles, M. B., & Huberman, A. M., 2002. Analisis Data Kualitatif. (Edisi Terjemahan Bahasa Indonesia oleh Tjetjep Rohendi). UI-Press.

National Research Council, 2001. Adding It Up: Helping Children Learn Mathematics. The National Academies Press.

Nur, L., Putriyannah, I., Ratnaningsih, N., & Nurhayati, E. (2022). Analisis Kelancaran Prosedural Matematis Peserta Didik Ditinjau dari Gaya Belajar Silver Dan Hanson. Journal of Authentic Research on Mathematics Education (JARME), 4(1), 30–45. https://doi.org/10.37058/jarme.v4i1.3270

Nuraeni, T. H., & Kusuma, A. B. (2022). Resiliensi Matematis Ditinjau dari Self – Efficacy Siswa. Paradikma: Jurnal Pendidikan Matematika, 15(1), 14–19. https://doi.org/10.24114/paradikma.v15i1.35104

Nurfadilah, S., & Siswanto, J. (2020). Analisis Kemampuan Berpikir Kreatif pada Konsep Polimer dengan Pendekatan STEAM Bermuatan ESD Siswa SMA Negeri 1 Bantarbolang. Media Penelitian Pendidikan : Jurnal Penelitian Dalam Bidang Pendidikan Dan Pengajaran, 14(1), 45–51. https://doi.org/10.26877/mpp.v14i1.5543

Nurhayati, Y., & Nimah, K. (2023). Analisis Resiliensi Matematis Siswa sebagai Self Assessment dalam Pembelajaran Matematika. Teorema: Teori Dan Riset Matematika, 8(2), 233–246. https://dx.doi.org/10.25157/teorema.v8i2.10866

Oktaria, K., Abduh, M., Suryana, E., & Abdurahmansyah, A. (2023). Implikasi Teori Belajar Behavioristik Thorndike dalam Pembelajaran PAI. JIIP - Jurnal Ilmiah Ilmu Pendidikan, 6(8), 5555–5564. https://doi.org/10.54371/jiip.v6i8.2040

Pantoja, N., Schaeffer, M. W., Rozek, C. S., Beilock, S. L., & Levine, S. C. (2020). Children’s Math Anxiety Predicts Their Math Achievement Over and Above a Key Foundational Math Skill. Journal of Cognition and Development, 21(5), 709–728. https://doi.org/10.1080/15248372.2020.1832098

Permadi, A. S., Purtina, A., & Jailani, M. (2020). Pengaruh Pemanfaatan Teknologi Informasi Dan Komunikasi Terhadap Motivasi Belajar: The Effect of Information Technology Utilization and Communication. Tunas: Jurnal Pendidikan Guru Sekolah Dasar, 6(1), 16-21. https://doi.org/10.33084/tunas.v6i1.2071

Putri, D., & Warmi, A. (2022). Kemampuan Pemecahan Masalah Matematis Siswa dalam Menyelesaikan Soal PISA Matematika pada Konten Bilangan. Jurnal Penelitian Dan Pembelajaran Matematika, 15(1), 138-152. https://dx.doi.org/10.30870/jppm.v15i1.14102

Rachman, A., Hidayat, E., & Hermanto, R. (2023). Hubungan antara Resiliensi Matematis dan Prestasi Belajar Matematika Peserta Didik kelas X di Madrasah Aliyah Al-Khoeriyah Ciamis. Jurnal Kongruen, 2(4), 178-183.

Rahmatiya, R., & Miatun, A. (2020). Analisis Kemampuan Pemecahan Masalah Matematis Ditinjau Dari Resiliensi Matematis Siswa SMP. Teorema: Teori Dan Riset Matematika, 5(2), 187. https://doi.org/10.25157/teorema.v5i2.3619

Rahmawati, C.-, & Zhanty, L. S. (2019). Analisis Kemamampuan Komunikasi Siswa Menengah Terhadap Resiliensi Matematis. JPMI (Jurnal Pembelajaran Matematika Inovatif), 2(3), 147. https://doi.org/10.22460/jpmi.v2i3.p147-154

Rambe, A. Y. F., & Afri, L. D. (2020). Analisis Kemampuan Pemecahan Masalah Matematis Siswa Dalam Menyelesaikan Soal Materi Barisan Dan Deret. AXIOM : Jurnal Pendidikan Dan Matematika, 9(2), 175. https://doi.org/10.30821/axiom.v9i2.8069

Ratna, & Yahya, A. (2022). Kecemasan Matematika terhadap Kemampuan Pemecahan Masalah Matematika Siswa Kelas XI. Plusminus: Jurnal Pendidikan Matematika, 2(3), 471–482. https://doi.org/10.31980/plusminus.v2i3.1121

Safitri, A., & Lestari, K. E. (2022). Analisis Kelancaran Prosedural Matematis Siswa Berdasarkan Kemandirian Belajar. Jurnal Educatio FKIP UNMA, 8(2), 444–452. https://doi.org/10.31949/educatio.v8i2.1979

Safitri, W. D., Susanto, H. P., & Mulyadi, M. (2021). Analisis Faktor Yang Mempengaruhi Tingkat Resiliensi Matematis Siswa. Jurnal Edumatic : Jurnal Pendidikan Matematika, 2(1), 31–43. https://doi.org/10.21137/edumatic.v2i01.469

Sari, D. P., Rahmat, T., Aprison, W., & Fitri, H. (2023). Pengaruh Kecemasan Matematika ( Math Anxiety) Terhadap Hasil Belajar Siswa Kelas VIII MtSN 6 AGAM Tahun Pelajaran 2020 / 2021. INNOVATIVE: Journal Of Social Science Research, 3(2), 2514–2526. Retrieved from https://j-innovative.org/index.php/Innovative/article/view/531

Sapto, H., Bahartiar., & Arwadi, F. (2020). Analisis Data Penelitian Kualitatif (Konsep, Teknik, & Prosedur Analisis). Badan Penerbit UNM.

Setiawan, A., Sukestiyarno, Y., & Junaedi, I. (2022). Pengaruh Resiliensi Matematis Terhadap Literasi Matematik Peserta Didik Ma Nudia Semarang. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(3), 2431. https://doi.org/10.24127/ajpm.v11i3.5441

Sitasari, N, W. (2022). Mengenal Analisia Konten dan Analisa Tematik dalam Penelitian Kualitatif. In Forum Ilmiah (Vol. 19, No. 1, pp. 77-84).

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

Wicaksono, A. B., & Saufi, M. (2013, November). Mengelola kecemasan siswa dalam pembelajaran matematika. In Prosiding Seminar Nasional Matematika dan Pendidikan Matematika (Vol. 9, No. 4, pp. 89-94).

Wulandari, T. R. (2011). Analisis Kovarians Multivariat Dua Arah dengan Satu Kovariat. [Undergraduate Thesis]. Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Negeri Yogyakarta, Yogyakarta.

Yusup, F. (2018). Uji validitas dan reliabilitas instrumen penelitian kuantitatif. Jurnal Tarbiyah: Jurnal Ilmiah Kependidikan, 7(1), 17–23. https://doi.org/10.18592/tarbiyah.v7i1.2100

Zanthy, L. S. (2018). Kontribusi Resiliensi Matematis terhadap Kemampuan Akademik Mahasiswa pada Mata Kuliah Statistika Matematika. Mosharafa: Jurnal Pendidikan Matematika, 7(1), 85–94. https://doi.org/10.31980/mosharafa.v7i1.477