ANALISIS ATURAN ASOSIASI KESALAHAN STATISTIKA SISWA KELAS X-11 SMA NEGERI 10 SAMARINDA BERDASARKAN KRITERIA WATSON

Ivan Novri
Nanda Arista Rizki


DOI: https://doi.org/10.29100/jp2m.v10i2.6498

Abstract


Mathematics plays an important role in forming systematic thinking patterns, logic, and financial management skills. However, many students have difficulty in understanding mathematical concepts due to various factors, which affect the success of learning. This study aims to identify and classify common errors of class X-11 students of SMA Negeri 10 Samarinda in solving statistics problems using mixed quantitative and qualitative methods. solving statistics problems using mixed methods, namely quantitative and qualitative. Using the apriori algorithm with a minimum support of 20% and 80% confidence, four types of errors were found that were often made by students, namely incorrect data errors, procedural errors, missing conclusions, and skill hierarchy problems. Data analysis and interviews showed a strong correlation between these errors, where errors in data collection often lead to data manipulation and incorrect conclusions. To overcome this problem, the school has implemented more effective learning strategies, such as additional guidance, material adjustments, and contextual approaches. These strategies are expected to improve students' conceptual understanding, reduce errors, and improve academic achievement in statistics.


Keywords


kesalahan siswa; statistika; algoritma apriori; data mining; kriteria Watson

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Abidin, Z., Amartya, A. K., & Nurdin, A. (2022). PENERAPAN ALGORITMA APRIORI PADA PENJUALAN SUKU CADANG KENDARAAN RODA DUA ( STUDI KASUS : TOKO PRIMA MOTOR SIDOMULYO ). 16, 225–232. https://doi.org/https://doi.org/10.33365/jti.v16i2.1459

Amalia, F. S., & Darwis, D. (2021). ANALISIS DATA PENJUALAN HANDPHONE DAN ELEKTRONIK MENGGUNAKAN ALGORITMA APRIORI ( STUDI KASUS : CV REY GASENDRA ). 2(1), 1–6. https://doi.org/https://doi.org/10.33365/tft.v2i1.1810

Anderha, R. R., & Maskar, S. (2021). Pengaruh Kemampuan Numerasi Dalam Menyelesaikan Masalah Matematika Terhadap Prestasi Belajar Mahasiswa Pendidikan Matematika. Jurnal Ilmiah Matematika Realistik, 2(1), 1–10. https://doi.org/10.33365/ji-mr.v2i1.774

Ardellea, F., & Hamdu, G. (2022). Pentingnya Kemampuan Guru Sekolah Dasar dalam Mengembangkan Soal Tes Literasi dan Numerasi Berbasis Education for Sustainable Development (ESD). Edu Cendikia: Jurnal Ilmiah Kependidikan, 2(02), 220–227. https://doi.org/10.47709/educendikia.v2i02.1587

Ardiansyah, Risnita, & Jailani, M. S. (2023). Teknik Pengumpulan Data Dan Instrumen Penelitian Ilmiah Pendidikan Pada Pendekatan Kualitatif dan Kuantitatif. Jurnal IHSAN : Jurnal Pendidikan Islam, 1(2), 1–9. https://doi.org/10.61104/ihsan.v1i2.57

Cahyani, A., & Aini, I. N. (2021). Analisis Kesalahan Siswa Dalam Menyelesaikan Soal Trigonometri Berdasarkan Kriteria Watson. Maret, 4(2), 365–372. https://doi.org/10.22460/jpmi.v4i2.365-372

damayanti, R., Damayanti, R., Huda, N., Hermina, D., Yani NoKm, J. A., Bunga, K., Banjarmasin Tim, K., Banjarmasin, K., & Selatan, K. (2024). Pengolahan Hasil Non-Test Angket, Observasi, Wawancara Dan Dokumenter. Student Research Journal, 3, 259–273. https://doi.org/10.55606/srjyappi.v2i3.1343

Gusteti, M. U., & Neviyarni. (2022). Pembelajaran Berdiferensiasi pada Pembelajaran Matematika di Kurikulum Merdeka. Jurnal Ilmiah Pendidikan Matematika, 3(3). https://doi.org/10.46306/lb.v3i3.18

Hajar, S., Sofiyan, & Amalia, R. (2021). ANALISIS KEMAMPUAN PENALARAN MATEMATIS SISWA DALAM MENYELESAIKAN SOAL OPEN-ENDED DITINJAU DARI KECERDASAN EMOSIONAL. 2(2), 32–36. https://doi.org/https://doi.org/10.33365/ji-mr.v2i2.1413

Islami, A. N., Nugrahaeni, A., Rahmayani, S., & Zanthy, L. S. (2021). Analisis kesalahan siswa pada materi fungsi berdasarkan kriteria watson. JPMI (Jurnal Pembelajaran Matematika Inovatif), 4(3), 719–728. https://doi.org/https://doi.org/10.22460/jpmi.v4i3

Jumrah, J., Hamdana, H., & Rahmayani, S. (2023). Peranan Model Pembelajaran NHT dalam Perbaikan Aktivitas dan Hasil Belajar Siswa. Griya Journal of Mathematics Education and Application, 3(3), 515–525. https://doi.org/10.29303/griya.v3i3.360

Kusumaningpuri, A. R., Murtiyasa, B., Fuadi, D., & Hidayati, Y. M. (2022). Analisis Kesulitan Matematika Pokok Bahasan Statistika pada Siswa Sekolah Dasar. JURNAL BASICEDU: Research & Learning in Elementary Education, 6(1), 933–942. https://doi.org/https://doi.org/10.31004/basicedu.v6i1.2058

Lantang, G. J., Sulangi, V. R., Damai, I. W., & Pangemanan, A. S. (2021). Analisis Kesalahan Siswa dalam Mengerjakan Soal Cerita pada Materi Persamaan Garis Lurus Menggunakan Kriteria Watson. 2(2), 39–52. https://doi.org/https://doi.org/10.53682/marisekola.v2i2.1109

Pramada, D., & Hajerina, H. (2020). Analisis Kesalahan Siswa Dalam Mengerjakan Soal Penjumlahan Dan Pengurangan Pecahan Berdasarkan Kriteria Watson. Guru Tua : Jurnal Pendidikan dan Pembelajaran, 3(2), 23–32. https://doi.org/10.31970/gurutua.v3i2.54

Raharjo, I., Rasiman, & Untari, M. F. A. (2021). Faktor Kesulitan Belajar Matematika Ditinjau dari Peserta Didik. Journal for Lesson and Learning Studies, 4(1), 96–101. https://doi.org/https://doi.org/10.23887/jlls.v4i1.27934

Ratnawati, D. E., Muflikhah, L., & Putri, R. R. M. (2018). Buku Ajar Data Mining. UB Press.

Sari, S. J., & Yuwono, T. (2020). Kesalahan Siswa dalam Mengerjakan Soal Sistem Persamaan Linear Dua Variabel Berdasarkan Kriteria Watson. Jurnal Tadris Matematika, 3(2). https://doi.org/https://doi.org/10.21274/jtm.2020.3.2.219-228

Sibarani, A. J. P. (2020). Implementasi Data Mining Menggunakan Algoritma Apriori Untuk Meningkatkan Pola Penjualan Obat. JATISI (Jurnal Teknik Informatika dan Sistem Informasi), 7(2), 262–276. https://doi.org/10.35957/jatisi.v7i2.195

Sitanggang, D., Turnip, M., & Laia, Y. (2023). Algoritma Apriori. UNPRI PRESS: Universitas Prima Indonesia.

Sriwahyuni, K., & Maryati, I. (2022). Kemampuan Pemecahan Masalah Matematis Siswa pada Materi Statistika. 2, 335–344. https://doi.org/https://doi.org/10.31980/plusminus.v2i2.1109

Sugiyono. (2018). Metode penelitian kuantitatif, kualitatif dan kombinasi (mixed methods) (2 ed.). Alfabeta.CV.

Syahidin, S., & Adnan, A. (2022). Analisis Pengaruh Harga Dan Lokasi Terhadap Kepuasan Pelanggan Pada Bengkel Andika Teknik Kemili Bebesen Takengon. Gajah Putih Journal of Economics Review, 4(1), 20–32. https://doi.org/10.55542/gpjer.v4i1.209

Triyani, E., & Yuhana, Y. (2023). Analisis Kesalahan Siswa Dalam Menyelesaikan Soal HOTS Pada Materi Bangun Ruang Sisi Datar Berdasarkan Kriteria Watson. 11(1), 51–69. https://doi.org/https://doi.org/10.33394/mpm.v11i1.8231

Usqo, U., Roza, Y., & Maimunah, M. (2022). Analisis Kesalahan Siswa Berdasarkan Watson’s Error Category dan Perbedaan Gender. Jurnal Cendekia : Jurnal Pendidikan Matematika, 6(1), 505–518. https://doi.org/https://doi.org/10.31004/cendekia.v6i1.1099

Utami, Y. P., & Ulfa, M. (2022). Pemahaman Mahasiswa Pendidikan Matematika pada Perkuliahan Daring Filsafat dan Sejarah Matematika. Mathema Journal E-Issn, 3(2), 2021. https://doi.org/https://doi.org/10.33365/jm.v3i2.1089