Mathematics Anxiety and Learning Interest Among Sharia Economics Students: A Gender-Based Analysis in Indonesian Higher Education

Authors

  • Imrona Hayati STAI Sangatta
  • Suci Wulandari Universitas Adzkia Padang
  • Surip Stanislaus Universitas Katolik Santo Thomas Medan
  • Diah Dwi Santri UIN Sulthan Thaha Saifuddin Jambi

DOI:

https://doi.org/10.37680/qalamuna.v17i2.7427

Keywords:

Mathematics Anxiety, Student Interest, Gender, Higher Education

Abstract

Mathematics education in Indonesia continues to face persistent challenges, particularly concerning student anxiety and engagement. While prior studies have extensively explored the math anxiety on academic performance, investigations at the higher education level remain limited. This study explores the relationship between math anxiety and learning interest, specifically focusing on gender differences among students in the Sharia Economics Program at STAI Sangatta, East Kutai. Adopting a quantitative approach, data were collected from 72 students via a digital questionnaire comprising 30 items measuring anxiety and 15 assessing interest in mathematics, all rated on a four-point Likert scale. The Pearson correlation analysis revealed a moderate but statistically insignificant positive correlation for male students (r = 0.431), and a strong, statistically significant positive correlation for female students (r = 0.750). These findings suggest that higher anxiety levels may be linked to increased motivation to learn mathematics among female students. This perspective challenges the conventional belief that academic anxiety is solely detrimental. The study emphasizes the need for integrated strategies that address both emotional and motivational aspects of learning. It advocates for gender-sensitive teaching methods and inclusive educational practices, particularly in disciplines like Sharia Economics, where mathematical proficiency is essential for academic and professional success.

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References

Ahmmed, S., Saha, J., Tamal, M. A., Abdullah Al Mamun, K., & Islam, S. (2024). Factors predicting the mathematics anxiety of adolescents: a structural equation modeling approach. Frontiers in Psychiatry, 15(December), 1–14. https://doi.org/10.3389/fpsyt.2024.1484381

Amelia, T., & Ulfah, S. (2022). Pengaruh Kecemasan Matematika Siswa Terhadap Kemampuan Penalaran Matematis Pada Pembelajaran Daring. JIPM (Jurnal Ilmiah Pendidikan Matematika), 11(1), 81. https://doi.org/10.25273/jipm.v11i1.13215

Arevee, E., & Vintere, A. (2023). Overcoming Mathematical Anxiety To Promote Progress in Mathematics During Undergraduate Engineering Studies At the University. Engineering for Rural Development, 22, 1069–1074. https://doi.org/10.22616/ERDev.2023.22.TF215

Asanjarani, F., Arif, A., Rashidi, B., & Bolghan-Abadi, M. (2024). The relationship between math anxiety and educational motivation: the mediating role of school belongingness. Educational Research and Evaluation, 29(5–6), 322–343. https://doi.org/10.1080/13803611.2024.2348084

Ashcraft, M. H., & Moore, A. M. (2009). Mathematics anxiety and the affective drop in performance. Journal of Psychoeducational Assessment, 27(3), 197–205. https://doi.org/10.1177/0734282908330580

Aulia, S., Zetriuslita, Z., Amelia, S., & ... (2021). Analisis Minat Belajar Matematika Siswa dalam Menggunakan Aplikasi Scratch pada Materi Trigonometri. JURING (Journal for …, 4(3), 205–214.

Berutu, M. H. A., & Tambunan, M. I. H. (2018). Pengaruh Minat Dan Kebiasaan Belajar Terhadap Hasil Belajar Biologi Siswa SMA Se-Kota Stabat. Jurnal Biolokus, 1(2), 109. https://doi.org/10.30821/biolokus.v1i2.351

Bjälkebring, P. (2019). Math Anxiety at the University: What Forms of Teaching and Learning Statistics in Higher Education Can Help Students With Math Anxiety? Frontiers in Education, 4(April), 1–5. https://doi.org/10.3389/feduc.2019.00030

Cancino, M. (2021). Incidental vocabulary learning and retention of EFL learners. Revista Española de Lingüística Aplicada/Spanish Journal of Applied Linguistics, 34(1), 31–52. https://doi.org/10.1075/resla.19049.can

Carmo, J. dos S., & Simionato, A. M. (2012). Reversão de ansiedade à matemática: Alguns dados da literatura. Psicologia Em Estudo, 17(2), 317–327. https://doi.org/10.1590/S1413-73722012000200015

Demedts, F., Reynvoet, B., Sasanguie, D., & Depaepe, F. (2022). Unraveling the role of math anxiety in students’ math performance. Frontiers in Psychology, 13(November), 1–9. https://doi.org/10.3389/fpsyg.2022.979113

Flowerday, T., & Shell, D. F. (2015). Disentangling the effects of interest and choice on learning, engagement, and attitude. Learning and Individual Differences, 40(February), 134–140. https://doi.org/10.1016/j.lindif.2015.05.003

Gilmore, C., Clayton, S., Cragg, L., McKeaveney, C., Simms, V., & Johnson, S. (2018). Understanding arithmetic concepts: The role of domain-specific and domain-general skills. PLoS ONE, 13(9), 1–20. https://doi.org/10.1371/journal.pone.0201724

Gunardi. (2020). Inquiry Based Learning dapat Meningkatkan Hasil Belajar Siswa dalam Pelajaran Matematika. Social, Humanities, and Education Studies (SHEs): Conference Series, 3(3), 2288–2294. https://jurnal.uns.ac.id/shes

Herpratiwi, & Tohir, A. (2022). Learning Interest and Discipline on Learning Motivation. International Journal of Education in Mathematics, Science and Technology, 10(2), 424–435. https://doi.org/10.46328/ijemst.2290

Himmi, N., & Azni, A. (2017). Hubungan Kesiapan Belajar Dan Kecemasan Matematika Terhadap Hasil Belajar Matematika Siswa Smp. Pythagoras, 6(1), 22–30. https://doi.org/10.33373/PYTHAGORAS.V6I1.619

Jazuli, A., Setyosari, P., Sulthon, & Kuswandi, D. (2017). Improving conceptual understanding and problem-solving in mathematics through a contextual learning strategy. Global Journal of Engineering Education, 19(1), 49–53.

Karimuddin Abdullah, Misbahul Jannah, Ummul Aiman, Suryadin Hasda, Zahara Fadilla, Ns. Taqwin, M., Ketut Ngurah Ardiawan, & Meilida Eka Sari. (2022). Metodologi Penelitian Kuantitatif. Yayasan Penerbit Muhammad Zaini.

Komariyah, S., Afifah, D. S. N., & Resbiantoro, G. (2018). Analisis Pemahaman Konsep Dalam Memecahkan Masalah Matematika Ditinjau Dari Minat Belajar Siswa. SOSIOHUMANIORA: Jurnal Ilmiah Ilmu Sosial Dan Humaniora, 4(1), 1–8. https://doi.org/10.30738/sosio.v4i1.1477

Lisma, E., Rahmadhani, R., & Siregar, M. A. P. (2019). Pengaruh Kecemasan Terhadap Minat Belajar Matematika Siswa. ENLIGHTEN (Jurnal Bimbingan Dan Konseling Islam), 2(2), 85–91. https://doi.org/10.32505/enlighten.v2i2.1345

Luthfiyah, & Hadi, W. (2021). Kecemasan Siswa Terhadap Matematika Pada Pembelajaran Online Di Masa Pandemi Covid-19 Ditinjau Dari Tingkatan Sekolah Dan Gender. Transformasi : Jurnal Pendidikan Matematika Dan Matematika, 5(1), 427–440. https://doi.org/10.36526/tr.v5i1.1149

Marhadi Saputro, Yadi Ardiawan, D. F. (2015). FAKTOR-FAKTOR YANG MEMPENGARUHI ( STUDI KORELASI PADA MAHASISWA PENDIDIKAN MATEMATIKA IKIP PGRI PONTIANAK ). Jurnal Pendidikan Informatika Dan Sains, 4(2), 233–246.

Mbagho, H. M., & Tupen, S. N. (2020). Pembelajaran Matematika Realistik dalam Meningkatkan Hasil Belajar Matematika Materi Operasi Bilangan Pecahan. Journal Basicedu, 5(1), 121–132. https://doi.org/10.31004/basicedu.v5i1.632

Milovanović, I. (2020). Math anxiety, achievement, and motivation in high school students: Gender effects. Croatian Journal of Education, 22(1), 175–206. https://doi.org/10.15516/cje.v22i1.3372

Ng, P. F., & Teoh, K. K. (2019). Gender differences and affective factors influencing mathematics learning success in an enabling program. International Journal of Information and Education Technology, 9(4), 306–309. https://doi.org/10.18178/ijiet.2019.9.4.1217

Nugroho, M. A., Muhajang, T., & Budiana, S. (2020). Pengaruh Minat Belajar Siswa Terhadap Hasil Belajar Mata Pelajaran Matematika. JPPGuseda | Jurnal Pendidikan & Pengajaran Guru Sekolah Dasar, 3(1), 42–46. https://doi.org/10.33751/jppguseda.v3i1.2014

Pramudya, P. A., & Safrul, S. (2022). Analisis Model Pembelajaran Inkuiri Terbimbing terhadap Minat Belajar Matematika Siswa Sekolah Dasar. Jurnal Basicedu, 6(5), 8131–8138. https://doi.org/10.31004/basicedu.v6i5.3749

Prastika, Y. D. (2020). Pengaruh Minat Belajar Siswa Terhadap Hasil Belajar Matematika Siswa Smk Yadika Bandar Lampung. Jurnal Ilmiah Matematika Realistik, 1(2), 17–22. https://doi.org/10.33365/ji-mr.v1i2.519

Putri, H. E., Wahyudy, M. A., Yuliyanto, A., & Nuraeni, F. (2020). Development of instruments to measure the mathematical anxiety of elementary school students. International Journal of Learning, Teaching and Educational Research, 19(6), 282–302. https://doi.org/10.26803/IJLTER.19.6.17

Ramirez, G., Chang, H., Maloney, E. A., Levine, S. C., & Beilock, S. L. (2016). On the relationship between math anxiety and math achievement in early elementary school: The role of problem-solving strategies. Journal of Experimental Child Psychology, 141, 83–100. https://doi.org/10.1016/j.jecp.2015.07.014

Rina, Herna, & Nur Fahri Tadjuddin. (2021). Pengaruh Minat Terhadap Hasil Belajar Matematika Siswa dengan Aktivitas Belajar Sebagai Variabel Intervening. JTMT: Journal Tadris Matematika, 2(1), 19–27. https://doi.org/10.47435/jtmt.v2i1.648

Safiyah, S. (2020). The Relationship Between Academic Self-Efficacy and Mathematics Anxiety in Upper Elementary School Students. 7, 1–15. https://doi.org/10.21070/acopen.7.2022.5459

Sansone, C., Geerling, D. M., Thoman, D. B., & Smith, J. L. (2019). Self-Regulation of Motivation. In The Cambridge Handbook of Motivation and Learning (Issue February). https://doi.org/10.1017/9781316823279.006

Saputra, P. R. (2014). Kecemasan Matematika dan Cara Menguranginya (Mathematic Anxiety and How To Reduce It). Journal Phytagoras, 3(2), 75–84.

Sholehah, S. H., Handayani, D. E., & Prasetyo, S. A. (2018). Minat Belajar Siswa Pada Mata Pelajaran Matematika Kelas Iv Sd Negeri Karangroto 04 Semarang. Mimbar Ilmu, 23(3), 237–244. https://doi.org/10.23887/mi.v23i3.16494

Tafonao, T. (2018). Peranan Media Pembelajaran Dalam Meningkatkan Minat Belajar Mahasiswa. Jurnal Komunikasi Pendidikan, 2(2), 103. https://doi.org/10.32585/jkp.v2i2.113

Wahyudy, M. A., Putri, H. E., Muqodas, I., Purwakarta, K., & Indonesia, U. P. (2019). Penerapan Pendekatan Concrete-Pictorial-Abstract (CPA) Dalam Menurunkan Kecemasan Matematis Siswa Sekolah Dasar. Simposium Nasional Ilmiah & Call for Paper Unindra (Simponi), 1(1), 228–238. https://doi.org/10.30998/simponi.v0i0.428

Wijaya, T. T., Cao, Y., Weinhandl, R., Yusron, E., & Lavicza, Z. (2022). Applying the UTAUT Model to Understand Factors Affecting Micro-Lecture Usage by Mathematics Teachers in China. Mathematics, 10(7), 1–20. https://doi.org/10.3390/math10071008

Wijaya, Y. (2021). Hubungan Minat Belajar Dengan Hasil Belajar Matematika Siswa Kelas Xi.Ipa.2 Sman 1 Muaro Jambi Semester Ganjil Tahun Pelajaran 2019-2020. SECONDARY: Jurnal Inovasi Pendidikan Menengah, 1(4), 267–272. https://doi.org/10.51878/secondary.v1i4.609

Wong, S. L., & Wong, S. L. (2019). Relationship between interest and mathematics performance in a technology-enhanced learning context in Malaysia. Research and Practice in Technology Enhanced Learning, 14(1). https://doi.org/10.1186/s41039-019-0114-3

Wulandari, S. (2020). Analisis Kesalahan Menyelesaikan Soal Trigonometri Siswa Kelas X Sma. Math Education Journal, 4(1), 64–80. https://doi.org/10.15548/mej.v4i1.904

Wulandari, S., & Gusteti, M. U. (2021). Defragmentation of Preservice Teachers’ Thinking Structures in Solving Higher Order Mathematics Problems. Journal of Physics: Conference Series, 1940(1). https://doi.org/10.1088/1742-6596/1940/1/012099

Wulandari, S., & Hayati, I. (2022). Studi Literatur : Peran Questioning Sebagai Scaffolding dalam Pembelajaran Matematika. Jurnal Pedagogik Matematika, 5(2), 43–52.

Yelvalinda, Y., Pujiastuti, H., & Fatah, A. (2019). Pengaruh Model Pembelajaran Problem Based Learning terhadap Pemahaman Matematis Ditinjau dari Kemampuan Awal Matematika. Edumatica : Jurnal Pendidikan Matematika, 9(1), 23–32. https://doi.org/10.22437/edumatica.v9i1.6108

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Published

2025-09-22

How to Cite

Hayati, I., Wulandari, S., Stanislaus, S., & Dwi Santri, D. (2025). Mathematics Anxiety and Learning Interest Among Sharia Economics Students: A Gender-Based Analysis in Indonesian Higher Education. QALAMUNA: Jurnal Pendidikan, Sosial, Dan Agama, 17(2), 1031–1042. https://doi.org/10.37680/qalamuna.v17i2.7427

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