Analysis of Students' Statistical Literacy Ability Based on Learning Anxiety : A Phenomenological Study in High School Students
DOI:
https://doi.org/10.33394/jp.v12i2.15210Keywords:
Learning Anxiety, Statistical Literacy, Mathematics Learning.Abstract
This study aims to analyze students' mathematical literacy skills based on learning anxiety aspects. The research method used is phenomenology with a qualitative approach. Data collection techniques through mathematical literacy tests, learning anxiety questionnaires, observation and in-depth interviews. The subjects of this study are 7 students of MAN 2 East Jakarta who were selected based on purposive sampling techniques from the aspect of learning anxiety. The data analysis used is an interactive model from Miles and Huberman which has four main stages, namely data collection, data reduction, data presentation, and conclusion drawing. The results of this study show that learning anxiety, especially in cognitive and behavioral aspects, has a significant effect on statistical literacy ability. Learners with low anxiety showed better literacy achievement, while those with high anxiety tended to have difficulty understanding and applying statistical concepts. These findings emphasize the importance of anxiety management in mathematics learning to improve students' statistical literacy. Therefore, adaptive learning approaches and psychological support are needed to help learners overcome anxiety and improve their literacy skills.
References
Akras, A., Pujiastuti, H., & Rafianti, I. (2024). Systematic Literature Review : Analisis Kemampuan Literasi Matematis di Kabupaten Serang. Jurnal Cendekia : Jurnal Pendidikan Matematika, 08(03), 2158–2169.
Amelia, I., Syamsuri, S., Santosa, C. A. H. F., & Fatah, A. (2022). Meta Analisis: Pengaruh Model Pembelajaran Terhadap Kemampuan Literasi Matematis Siswa. Jurnal Cendekia : Jurnal Pendidikan Matematika, 6(2), 1720–1730. https://doi.org/10.31004/cendekia.v6i2.1410
Cavanagh, R., & Sparrow, L. (n.d.). Measuring mathematics anxiety: Paper 2 - Constructing and validating the measure. Paper Presented at the AARE Annual Conference, 1–13.
Ekawati, R., Susanti, & Chen, J. C. (2020). Primary Students’ Mathematical Literacy: a Case Study. Infinity Journal, 9(1), 49–58. https://doi.org/10.22460/infinity.v9i1.p49-58
Fadhilah, & Syarifatul, M. (2024). Pengaruh kecemasan matematika terhadap prestasi belajar matematika siswa SMP & SMA. Jurnal Inovasi Pendidikan Matematika, 5(2), 169.
Fadillah, F., & Munandar, D. R. (2021). Analisis kemampuan literasi statistis dalam pembelajaran matematika di masa pandemi. JPMI (Jurnal Pembelajaran Matematika Inovatif), 4(5), 1157–1168. https://doi.org/10.22460/jpmi.v4i5.1157-1168
Fitri, I., Setyaningrum, W., & Pulungan, D. A. (2023). Fenomena Literasi Statistik Pada Pembelajaran Matematika Siswa Sma Di Lhokseumawe Aceh. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(2), 1927. https://doi.org/10.24127/ajpm.v12i2.7000
Harefa, A. D., Lase, S., & Zega, Y. (2023). Hubungan Kecemasan Matematika Dan Kemampuan Literasi Matematika Terhadap Hasil Belajar Peserta Didik. Educativo: Jurnal Pendidikan, 2(1), 144–151. https://doi.org/10.56248/educativo.v2i1.96
Jalal, N. M. (2020). Kecemasan Siswa pada Mata Pelajaran Matematika. J-PiMat: Jurnal Pendidikan Matematika, 2(2), 256–264.
Jusniani, N., & Setiawan, E. (2023). Literasi Matematis Siswa MTs Pada Materi Statistika. Hexagon: Jurnal Ilmu Dan Pendidikan Matematika, 1(1), 30–37. https://doi.org/10.33830/hexagon.v1i1.4926.
Kholifasari, R., Utami, C., & Mariyam, M. (2020). Analisis Kemampuan Literasi Matematis Siswa Ditinjau Dari Karakter Kemandirian Belajar Materi Aljabar. Jurnal Derivat: Jurnal Matematika Dan Pendidikan Matematika, 7(2), 117–125. https://doi.org/10.31316/j.derivat.v7i2.1057
Laurentcia Noviafta Widya, & Sukoriyanto. (2023). Analisis Literasi Statistik Siswa SMP dalam Menyelesaikan Soal Model PISA. Indiktika : Jurnal Inovasi Pendidikan Matematika, 5(2), 136–145. https://doi.org/10.31851/indiktika.v5i2.11603
Lestari, H., Fitriza, R., & A, H. (2020). Pengaruh Kecemasan Matematika (Mathematics Anxiety) Terhadap Kemampuan Pemecahan Masalah Peserta Didik Kelas VII MTS. Math Educa Journal, 4(1), 103–113. https://doi.org/10.15548/mej.v4i1.1325
Mahmudah, L., & Setianingsih, R. (2022). Kemampuan Literasi Statistis Siswa Sma Ditinjau Dari Gaya Kognitif Sistematis Dan Intuitif. MATHEdunesa, 11(1), 255–267. https://doi.org/10.26740/mathedunesa.v11n1.p255-267
Masfufah, R., & Afriansyah, E. A. (2021). Analisis Kemampuan Literasi Matematis Siswa melalui Soal PISA. Mosharafa: Jurnal Pendidikan Matematika, 10(2), 291–300. https://doi.org/10.31980/mosharafa.v10i2.662
Miftahul Jannah, & Miftahul Hayati. (2024). Pentingnya kemampuan literasi matematika dalam pembelajaran matematika. Griya Journal of Mathematics Education and Application, 4(1), 40–54. https://doi.org/10.29303/griya.v4i1.416
Napitupulu, N. L., Mevianti, A., & Leonard. (2023). Pengaruh Kecemasan Matematika terhadap Kemampuan Penalaran Matematika Peserta Didik. Journal of Instructional Development Research, 3(1), 27–36.
Naufal, H., & Amalia, S. R. (2022). Peningkatan Kemampuan Literasi Matematika Siswa di Era Merdeka Belajar Melalui Model Blended Learning. Seminar Nasional Pendidikan Matematika, 3(1).
OECD. (2022). PISA 2022 Results Factsheets Indonesia. OECD (Organisation for Economic Co-Operation and Development) Publication, 1–10. https://www.oecd.org/en/publications/pisa-2022-results-volume-i-and-ii-country-notes_ed6fbcc5-en/indonesia_c2e1ae0e-en.html
Oktaviranda, A., & Asmara, A. (2021). Kemampuan Literasi Melalui Pengembangan Soal pada Materi Statistika. JKPM (Jurnal Kajian Pendidikan Matematika), 7(1), 15. https://doi.org/10.30998/jkpm.v7i1.10620
Ramadhan, S., Prubaningrum, M., Raudyathauzahra, & Setyaningrum, W. (2023). Penggunaan Teknologi untuk Mengembangkan Literasi Matematika Peserta Didik pada Kurikulum Merdeka. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(3), 3231–3245.
Safa’udin, M., & basith arham, A. (2024). Pengaruh Teknik Relaksasi Progresif terhadap Peningkatan Konsentrasi dan Prestasi Matematika Siswa SMA yang Mengalami Kecemasan Ujian. DHARMA PENDIDIKAN STKIP PGRI NGANJUK, 19(2), 117–125. https://doi.org/10.69866/dp.v19i2.531
Sausan, T., & Wibowo, M. U. (2024). Analisis Kemampuan Literasi Matematis Peserta Didik Sekolah Menengah dalam Menyelesaikan Soal PISA Konten Quantity Ditinjau dari Math Anxiety. Science, Tecnology, Religious, Economic, and Social Humanitis (STREAS), I(1), 1–19.
Seta, E. P., Suherman, & Farida. (2021). Model Pembelajaran ELPSA: Pengaruhnya Terhadap Kemampuan Literasi Matematis dan Kecemasan Belajar. December, 156–168. https://doi.org/10.23960/mtk/v9i2.pp156-168
Wisesa, K. T., & Riajanto, M. L. E. J. (2022). Analisis Kesalahan Siswa Kelas Ix Dalam Menyelesaikan Soal Statistika Kelas Viii Di Masa Pandemi Covid 19. JPMI (Jurnal Pembelajaran Matematika Inovatif), 5(2), 599. https://doi.org/10.22460/jpmi.v5i2.9528
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