Main Article Content
Abstract
This study aims to analyze the effectiveness of learning number patterns in the context of swimming and the relationship between mathematical connection skills and the level of mathematical anxiety of junior high school students in learning number patterns in the context of swimming. This study used a one-group pretest-posttest design with a sample size of 40 eighth-grade students in class VIII B at a junior high school in Telukjambe Timur subdistrict. Data were collected through a mathematical connection ability test and a mathematical anxiety questionnaire. Quantitative data analysis used the effect size formula and Pearson's correlation test to examine the relationship between variables. The results showed that learning number patterns with a swimming context was effective in improving mathematical connection skills and reducing anxiety levels, and there was a significant relationship. This indicates a very strong and positive relationship, where the effectiveness of learning with a swimming context in building mathematical connections is directly proportional to the affective condition of students. Strengthening mathematical connections through a swimming context can be a way to manage students' mathematical anxiety.
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Copyright (c) 2026 kiki Nia Sania Effendi, Leli Nurlaeli, Rafiq Zulkarnaen, Aprianti Nur Alyah

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References
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- Astuti, L. W., Nindiasari, H., & Rafianti, I. (2025). Analisis kemampuan koneksi matematis siswa ditinjau dari kecemasan matematika. Polinomial: Jurnal Pendidikan Matematika, 4(3), 728–735. https://doi.org/10.33394/mpm.v9i2.4476
- Çopur, E., & Tümkaya, S. (2024). The effect of digital stories prepared according to realistic mathematics education on students’ mathematical achievements, anxiety, and attitudes. International Journal of Educational Spectrum. https://doi.org/10.47806/ijesacademic.1417162
- Effendi, K. N. S., Aulia, D., Marlina, R., Aini, I. N., & Larasati, I. (2024). Mathematics learning media with a sports context: Effects on mathematical connection ability. In Proceedings of the 5th Borobudur International Symposium on Humanities and Social Science 2023 (pp. 559–566). Atlantis Press.
- Effendi, K. N. S., Zulkardi, Putri, R. I. I., & Yaniawati, P. (2019). Developing mathematics worksheet using futsal context for school literacy movement. Journal on Mathematics Education, 10(2), 203–214. https://doi.org/10.22342/jme.10.2.7307.203-214
- Effendi, K. N. S., Zulkardi, Z., Putri, R. I. I., & Yaniawati, P. (2020). Reading text for school literacy movement in mathematics learning. Jurnal Pendidikan Matematika, 14(2), 145–154. https://doi.org/10.22342/jpm.14.2.6731.145-154
- Fathiyyah, C. H., Suryawati, S., & Syahjuzar, S. (2023). Analisis kemampuan koneksi matematik dan kepercayaan diri siswa kelas VII SMP. Jurnal Ilmiah Mahasiswa Pendidikan Matematika, 8(1), 31–41. https://doi.org/10.22460/jpmi.v2i1 .p25-32. https://doi.org/10.22460/jpmi.v2i1.p25-32
- Fani, A. A. D., & Effendi, K. N. S. (2021). Kemampuan koneksi matematis siswa ditinjau dari kecemasan belajar pada siswa SMP pada materi lingkaran. JPMI (Jurnal Pembelajaran Matematika Inovatif), 4(1), 137-148. https://doi.org/10.22460/jpmi.v4i1.137-148
- Hadi, F. Z., Fathurrohman, M., & Hadi, C. A. (2020). Kecemasan matematika dan kemampuan berpikir kritis matematis siswa di sekolah menengah pertama. Algoritma: Journal of Mathematics Education, 2(1), 59–72. https://doi.org/10.15408/ajme.v2i1.16312
- Hadiati, S., Anita, A., & Pramuda, A. (2020). Pengembangan instrumen penilaian afektif pada asisten praktikum laboratorium fisika. Radiasi: Jurnal Berkala Pendidikan Fisika, 13(2), 35–39. https://doi.org/10.37729/radiasi.v13i2.263
- Hamdani, M. F., & Nurdin, E. (2020). Kemampuan koneksi matematis berdasarkan minat belajar siswa. Juring (Journal for Research in Mathematics Learning), 3(3), 275–282. https://doi.org/10.24014/juring.v3i3.10346
- Haskins, C. V. (2024). “I feel like everyone has anxiety when it comes to math”: A quantcrit exploration of stereotype threat and anxiety for first-year mathematics students in higher education. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.5013362
- Indrawati, H. (2017). Meningkatkan kemampuan berpikir kritis melalui implementasi model inquiry learning. Jurnal Ekonomi Pendidikan Dan Kewirausahaan, 5(1), 135–152.
- Ismail, H. S., & Zulkarnaen, R. (2023). Korelasi antara kemampuan pemahaman konsep matematis dengan kecemasan matematis. Jurnal Educatio FKIP UNMA, 9(4), 1857–1862. https://doi.org/10.31949/educatio.v9i4.6122
- Katsogridakis, G., & Leather, M. (2024). Teacher–student relationships in higher education: Reflections from an adventure sport context. Sport, Education and Society, 30, 237–248. https://doi.org/10.1080/13573322.2023.2298794
- Latifa, S., Lestari, N. D. S., Jatmiko, D. D. H., Trapsilasiwi, D., & Murtikusuma, R. P. (2024). Pengembangan LKPD berbasis numerasi dengan konteks sosial budaya pada materi pola bilangan. Jurnal Ilmiah Pendidikan Matematika Al Qalasadi, 8(2), 153–165.
- Lintuman, A., & Wijaya, A. (2025). Keefektifan model pembelajaran berbasis inkuiri ditinjau dari prestasi belajar dan kepercayaan diri dalam belajar matematika siswa SMP. Jurnal Riset Pendidikan Matematika. https://doi.org/10.21831/jrpm.v7i1.17878
- Muhsana, N., & Diana, H. A. (2022). Pengaruh kecemasan matematika terhadap kemampuan penalaran matematis berbasis soal PISA. Jurnal Pendidikan Matematika Universitas Lampung, 10(1), 41–52. https://doi.org/10.23960/mtk/v10i1.pp41-52
- Mutia, M., Effendi, K. N. S., & Sutirna, S. (2021). PISA-like uncertainty and data content in statistics subject with futsal context. Journal of Physics: Conference Series, 1778.
- Ningsih, S., & Dukalang, H. H. (2019). Penerapan metode successive interval pada analisis regresi linier berganda. Jambura Journal of Mathematics, 1(1), 43–53. https://doi.org10.34312/jjom.v1i1.1742
- Nopriana, T., Tiaraningsih, A., & Karimah, N. I. (2024). Sebuah studi mengenai kemampuan koneksi matematis siswa SMA dalam menyelesaikan masalah perbandingan trigonometri berdasarkan tingkat kecemasan matematis. Teorema: Teori Dan Riset Matematika, 9(2), 177–192. https://doi.org/10.25157/teorema.v9i2.14201
- Nurlaeli, L., Sahira, A., & Effendi, K. N. S. (2025). Desain pembelajaran pola bilangan menggunakan inquiry based learning dengan konteks renang. Indiktika: Jurnal Inovasi Pendidikan Matematika, 8(1), 12–26.
- Pedaste, M., Mäeots, M., Siiman, L. A., de Jong, T., Van Riesen, S. A., Kamp, E. T., Manoli, C. C., Zacharia, Z. C., & Tsourlidaki, E. (2015). Phases of inquiry-based learning: Definitions and the inquiry cycle. Educational Research Review, 14, 47–61.
- Pujiani, D., & Effendi, K. N. S. (2025). Designing probability learning with volleyball context through a problem-based learning approach in vocational schools. Journal of Mathematics Instruction, Social Research and Opinion, 4(3), 699–712.
- Rahmah, N. A., Prahmana, R. C. I., Payadnya, I. P. A. A., & Astuti, D. (2025). Culturally responsive mathematics education: Utilizing the traditional Paser game as a promising context in teaching probability and statistical concepts. Journal of Honai Math, 8(3), 339–400.
- Rodríguez-Nieto, C. A., Pabón-Navarro, M. L., Cantillo-Rudas, B. M., & Moll, V. F. (2025). The potential of ethnomathematical and mathematical connections in pre-service mathematics teachers’ meaningful learning. Infinity Journal, 14(2), 419–444.
- Sari, A., & Zulkarnaen, R. (2022). Analisis kemampuan koneksi matematis berdasarkan teori Kastolan pada siswa kelas IX. Jurnal Penelitian Pendidikan Dan Pengajaran Matematika, 8(1), 55–62. https://doi.org/10.37058/jp3m.v8i1.4670
- Setiawarni, A., Rahmi, D., & Risnawati, R. (2019). Pengaruh pendekatan realistic mathematics education terhadap kemampuan koneksi matematis berdasarkan self-regulated learning peserta didik sekolah menengah pertama. Juring (Journal for Research in Mathematics Learning), 2(3), 227–238. http://dx.doi.org/10.24014/juring.v2i3.7663
- Shishigu, A., Michael, K., & Atnafu, M. (2024). Effect of blended learning on mathematical achievement and anxiety: A context-based technology integration for meaningful learning. E-Learning and Digital Media.
- Souza, R. R. de, Toebe, M., Chuquel Mello, A., & Bittencourt, K. C. (2023). Sample size and Shapiro–Wilk test: An analysis for soybean grain yield. European Journal of Agronomy, 142, 126666. https://doi.org/10.1016/j.eja.2022.126666
- Sugiyono. (2019). Metode penelitian pendidikan: Pendekatan kuantitatif, kualitatif, dan R&D (10th ed.). Alfabeta.
- Sujatha, S., & Vinayakan, K. (2023). Integrating math and real-world applications: A review of practical approaches to teaching. International Journal of Computational Research and Development, 8(2), 55–60.
- Thalheimer, W., & Cook, S. (2002). How to calculate effect size from published research articles: A simplified methodology. http://work-learning.com/effect_size.html
- Turner, E., Buxner, S., Miller, S. B., Baze, C., & Valerdi, R. (2024). Connecting mathematics and sports in informal learning spaces. Frontiers in Education, 9, 1456653. https://doi.org/10.3389/feduc.2024.1456653
- Turney, S. (2024). Pearson correlation coefficient (r) | Guide & examples. In Scribbr. Scribbr. https://www.scribbr.com/statistics/pearson-correlation-coefficient/
- Wulandari, T., & Sunarmi, S. (2020). Pembelajaran matematika dengan aktivitas olahraga dapat meningkatkan pemahaman konsep dan mengurangi kecemasan peserta didik terhadap pelajaran matematika. JIPMat: Jurnal Ilmiah Pendidikan Matematika.
- Yahya, H., Fajriah, N., & Mawaddah, S. (2023). Pengembangan media pembelajaran berbasis Android materi pola bilangan tingkat SMP kelas VIII. Jurmadikta, 3(1), 11–22. https://doi.org/10.20527/jurmadikta.v3i1.1371
- Yansen, D., Putri, R. I. I., & Zulkardi, Z. (2018). Mathematical problems of PISA-like with the 200m swimming contexts in Asian Games. Proceedings of the 6th South East Asia Design Research (SEA-DR) International Conference. https://doi.org/10.1088/1742-6596/1088/1/012086
- Yuliani, A., & Zaenal, R. M. (2023). Analisis kemampuan koneksi matematis ditinjau dari self-concept siswa. Indo-MathEdu Intellectuals Journal (IMEIJ), 4(2), 243–254. https://doi.org/10.54373/imeij.v4i2.163
- Yuliana, T., Faradiba, S. S., & Hasana, S. N. (2023). Kemampuan koneksi matematis siswa pada materi trigonometri ditinjau dari kecemasan matematika. Jurnal Penelitian, Pendidikan, Dan Pembelajaran, 18(24), 1–8.
References
Aisyah, A., & Adirakasiwi, A. G. (2025). Analisis tingkat kecemasan belajar pada pembelajaran matematika. Al Irsyad Journal of Mathematics Education, 4(2), 226–233. https://doi.org/10.58917/ijme.v4i2.191
Astuti, L. W., Nindiasari, H., & Rafianti, I. (2025). Analisis kemampuan koneksi matematis siswa ditinjau dari kecemasan matematika. Polinomial: Jurnal Pendidikan Matematika, 4(3), 728–735. https://doi.org/10.33394/mpm.v9i2.4476
Çopur, E., & Tümkaya, S. (2024). The effect of digital stories prepared according to realistic mathematics education on students’ mathematical achievements, anxiety, and attitudes. International Journal of Educational Spectrum. https://doi.org/10.47806/ijesacademic.1417162
Effendi, K. N. S., Aulia, D., Marlina, R., Aini, I. N., & Larasati, I. (2024). Mathematics learning media with a sports context: Effects on mathematical connection ability. In Proceedings of the 5th Borobudur International Symposium on Humanities and Social Science 2023 (pp. 559–566). Atlantis Press.
Effendi, K. N. S., Zulkardi, Putri, R. I. I., & Yaniawati, P. (2019). Developing mathematics worksheet using futsal context for school literacy movement. Journal on Mathematics Education, 10(2), 203–214. https://doi.org/10.22342/jme.10.2.7307.203-214
Effendi, K. N. S., Zulkardi, Z., Putri, R. I. I., & Yaniawati, P. (2020). Reading text for school literacy movement in mathematics learning. Jurnal Pendidikan Matematika, 14(2), 145–154. https://doi.org/10.22342/jpm.14.2.6731.145-154
Fathiyyah, C. H., Suryawati, S., & Syahjuzar, S. (2023). Analisis kemampuan koneksi matematik dan kepercayaan diri siswa kelas VII SMP. Jurnal Ilmiah Mahasiswa Pendidikan Matematika, 8(1), 31–41. https://doi.org/10.22460/jpmi.v2i1 .p25-32. https://doi.org/10.22460/jpmi.v2i1.p25-32
Fani, A. A. D., & Effendi, K. N. S. (2021). Kemampuan koneksi matematis siswa ditinjau dari kecemasan belajar pada siswa SMP pada materi lingkaran. JPMI (Jurnal Pembelajaran Matematika Inovatif), 4(1), 137-148. https://doi.org/10.22460/jpmi.v4i1.137-148
Hadi, F. Z., Fathurrohman, M., & Hadi, C. A. (2020). Kecemasan matematika dan kemampuan berpikir kritis matematis siswa di sekolah menengah pertama. Algoritma: Journal of Mathematics Education, 2(1), 59–72. https://doi.org/10.15408/ajme.v2i1.16312
Hadiati, S., Anita, A., & Pramuda, A. (2020). Pengembangan instrumen penilaian afektif pada asisten praktikum laboratorium fisika. Radiasi: Jurnal Berkala Pendidikan Fisika, 13(2), 35–39. https://doi.org/10.37729/radiasi.v13i2.263
Hamdani, M. F., & Nurdin, E. (2020). Kemampuan koneksi matematis berdasarkan minat belajar siswa. Juring (Journal for Research in Mathematics Learning), 3(3), 275–282. https://doi.org/10.24014/juring.v3i3.10346
Haskins, C. V. (2024). “I feel like everyone has anxiety when it comes to math”: A quantcrit exploration of stereotype threat and anxiety for first-year mathematics students in higher education. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.5013362
Indrawati, H. (2017). Meningkatkan kemampuan berpikir kritis melalui implementasi model inquiry learning. Jurnal Ekonomi Pendidikan Dan Kewirausahaan, 5(1), 135–152.
Ismail, H. S., & Zulkarnaen, R. (2023). Korelasi antara kemampuan pemahaman konsep matematis dengan kecemasan matematis. Jurnal Educatio FKIP UNMA, 9(4), 1857–1862. https://doi.org/10.31949/educatio.v9i4.6122
Katsogridakis, G., & Leather, M. (2024). Teacher–student relationships in higher education: Reflections from an adventure sport context. Sport, Education and Society, 30, 237–248. https://doi.org/10.1080/13573322.2023.2298794
Latifa, S., Lestari, N. D. S., Jatmiko, D. D. H., Trapsilasiwi, D., & Murtikusuma, R. P. (2024). Pengembangan LKPD berbasis numerasi dengan konteks sosial budaya pada materi pola bilangan. Jurnal Ilmiah Pendidikan Matematika Al Qalasadi, 8(2), 153–165.
Lintuman, A., & Wijaya, A. (2025). Keefektifan model pembelajaran berbasis inkuiri ditinjau dari prestasi belajar dan kepercayaan diri dalam belajar matematika siswa SMP. Jurnal Riset Pendidikan Matematika. https://doi.org/10.21831/jrpm.v7i1.17878
Muhsana, N., & Diana, H. A. (2022). Pengaruh kecemasan matematika terhadap kemampuan penalaran matematis berbasis soal PISA. Jurnal Pendidikan Matematika Universitas Lampung, 10(1), 41–52. https://doi.org/10.23960/mtk/v10i1.pp41-52
Mutia, M., Effendi, K. N. S., & Sutirna, S. (2021). PISA-like uncertainty and data content in statistics subject with futsal context. Journal of Physics: Conference Series, 1778.
Ningsih, S., & Dukalang, H. H. (2019). Penerapan metode successive interval pada analisis regresi linier berganda. Jambura Journal of Mathematics, 1(1), 43–53. https://doi.org10.34312/jjom.v1i1.1742
Nopriana, T., Tiaraningsih, A., & Karimah, N. I. (2024). Sebuah studi mengenai kemampuan koneksi matematis siswa SMA dalam menyelesaikan masalah perbandingan trigonometri berdasarkan tingkat kecemasan matematis. Teorema: Teori Dan Riset Matematika, 9(2), 177–192. https://doi.org/10.25157/teorema.v9i2.14201
Nurlaeli, L., Sahira, A., & Effendi, K. N. S. (2025). Desain pembelajaran pola bilangan menggunakan inquiry based learning dengan konteks renang. Indiktika: Jurnal Inovasi Pendidikan Matematika, 8(1), 12–26.
Pedaste, M., Mäeots, M., Siiman, L. A., de Jong, T., Van Riesen, S. A., Kamp, E. T., Manoli, C. C., Zacharia, Z. C., & Tsourlidaki, E. (2015). Phases of inquiry-based learning: Definitions and the inquiry cycle. Educational Research Review, 14, 47–61.
Pujiani, D., & Effendi, K. N. S. (2025). Designing probability learning with volleyball context through a problem-based learning approach in vocational schools. Journal of Mathematics Instruction, Social Research and Opinion, 4(3), 699–712.
Rahmah, N. A., Prahmana, R. C. I., Payadnya, I. P. A. A., & Astuti, D. (2025). Culturally responsive mathematics education: Utilizing the traditional Paser game as a promising context in teaching probability and statistical concepts. Journal of Honai Math, 8(3), 339–400.
Rodríguez-Nieto, C. A., Pabón-Navarro, M. L., Cantillo-Rudas, B. M., & Moll, V. F. (2025). The potential of ethnomathematical and mathematical connections in pre-service mathematics teachers’ meaningful learning. Infinity Journal, 14(2), 419–444.
Sari, A., & Zulkarnaen, R. (2022). Analisis kemampuan koneksi matematis berdasarkan teori Kastolan pada siswa kelas IX. Jurnal Penelitian Pendidikan Dan Pengajaran Matematika, 8(1), 55–62. https://doi.org/10.37058/jp3m.v8i1.4670
Setiawarni, A., Rahmi, D., & Risnawati, R. (2019). Pengaruh pendekatan realistic mathematics education terhadap kemampuan koneksi matematis berdasarkan self-regulated learning peserta didik sekolah menengah pertama. Juring (Journal for Research in Mathematics Learning), 2(3), 227–238. http://dx.doi.org/10.24014/juring.v2i3.7663
Shishigu, A., Michael, K., & Atnafu, M. (2024). Effect of blended learning on mathematical achievement and anxiety: A context-based technology integration for meaningful learning. E-Learning and Digital Media.
Souza, R. R. de, Toebe, M., Chuquel Mello, A., & Bittencourt, K. C. (2023). Sample size and Shapiro–Wilk test: An analysis for soybean grain yield. European Journal of Agronomy, 142, 126666. https://doi.org/10.1016/j.eja.2022.126666
Sugiyono. (2019). Metode penelitian pendidikan: Pendekatan kuantitatif, kualitatif, dan R&D (10th ed.). Alfabeta.
Sujatha, S., & Vinayakan, K. (2023). Integrating math and real-world applications: A review of practical approaches to teaching. International Journal of Computational Research and Development, 8(2), 55–60.
Thalheimer, W., & Cook, S. (2002). How to calculate effect size from published research articles: A simplified methodology. http://work-learning.com/effect_size.html
Turner, E., Buxner, S., Miller, S. B., Baze, C., & Valerdi, R. (2024). Connecting mathematics and sports in informal learning spaces. Frontiers in Education, 9, 1456653. https://doi.org/10.3389/feduc.2024.1456653
Turney, S. (2024). Pearson correlation coefficient (r) | Guide & examples. In Scribbr. Scribbr. https://www.scribbr.com/statistics/pearson-correlation-coefficient/
Wulandari, T., & Sunarmi, S. (2020). Pembelajaran matematika dengan aktivitas olahraga dapat meningkatkan pemahaman konsep dan mengurangi kecemasan peserta didik terhadap pelajaran matematika. JIPMat: Jurnal Ilmiah Pendidikan Matematika.
Yahya, H., Fajriah, N., & Mawaddah, S. (2023). Pengembangan media pembelajaran berbasis Android materi pola bilangan tingkat SMP kelas VIII. Jurmadikta, 3(1), 11–22. https://doi.org/10.20527/jurmadikta.v3i1.1371
Yansen, D., Putri, R. I. I., & Zulkardi, Z. (2018). Mathematical problems of PISA-like with the 200m swimming contexts in Asian Games. Proceedings of the 6th South East Asia Design Research (SEA-DR) International Conference. https://doi.org/10.1088/1742-6596/1088/1/012086
Yuliani, A., & Zaenal, R. M. (2023). Analisis kemampuan koneksi matematis ditinjau dari self-concept siswa. Indo-MathEdu Intellectuals Journal (IMEIJ), 4(2), 243–254. https://doi.org/10.54373/imeij.v4i2.163
Yuliana, T., Faradiba, S. S., & Hasana, S. N. (2023). Kemampuan koneksi matematis siswa pada materi trigonometri ditinjau dari kecemasan matematika. Jurnal Penelitian, Pendidikan, Dan Pembelajaran, 18(24), 1–8.
