IMPROVING STATISTICS LEARNING OUTCOMES THROUGH DEEP LEARNING AND TARL APPROACHES IN GRADE X
(1) Universitas Islam Malang
(2) Universitas Islam Malang
(3) Universitas Islam Malang
(*) Corresponding Author
Abstract
This study aims to improve students’ learning outcomes in statistics
using a digital-based approach. The approach integrates Deep
Learning principles and the Teaching at the Right Level (TaRL)
framework. The research was conducted as a Classroom Action
Research (CAR) in two cycles involving Grade X students at SMAN 3
Malang. Data were collected using pre-tests and post-tests to measure
changes in students' performance. The results showed an increase in
students’ average learning outcomes: from 35.15% in the initial
condition to 54% in Cycle I, and further to 88.4% in Cycle II. These
findings suggest that a digital-based Deep Learning and TaRL
approach effectively enhances students’ understanding and
engagement in learning statistics.
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Afidah, N., Zuhri, M. S., Kristiawan, D., & Ariyanto, L. (2025). Efektivitas model
pembelajaran problem based learning dengan pendektan teaching at the right level
untuk meningkatkan hasil belajar matematika siswa. Jurnal Pendidikan Matematika, 9,
–138. https://doi.org/http://dx.doi.org/10.33087/phi.v9i1.475
Amanda, F., Nisa, S., & Suriani, A. (2024). Analisis Kesulitan Dalam Pembelajaran
Matematika pada Siswa SekolahDasar Ditinjau dari Berbagai Faktor. Dewantara:
Jurnal Pendidikan Sosial Humaniora, 3(2), 282–293.
https://doi.org/10.30640/dewantara.v3i2.2652
Ananda, I.I. Ulfa, J.F., & Yorianda, A. (2024a). Teaching at the Right Level (TaRL) as a
Potential Solution for Improving Middle School Education: A Systematic Review of
the Literature International Journal of Academic Pedagogical Research (IJAPR)
Teaching at the Right Level (TaRL) as a Potential Soluti. International Journal of
Academic Pedagogical Research, 8(4), 1–12. www.ijeais.org/ijapr
Ananda, I.I. Ulfa, J.F., & Yorianda, A. (2024b). Teaching at the Right Level (TaRL) as a
Potential Solution for Improving Middle School Education: A Systematic Review of
the Literature International Journal of Academic Pedagogical Research (IJAPR)
Teaching at the Right Level (TaRL) as a Potential Soluti. International Journal of
Academic Pedagogical Research, 8(4), 1–12.
https://doi.org/10.5281/zenodo.11240915
Annadzili, M. D., Nursangaji, A., Kalsum, U., Tanjungpura, U., Artikel, I., Belajar, A.,
Kelas, P. T., Tindakan, P., Kolaboratif, K., & Education, J. (2024). Upaya Peningkatan
Aktivitas Belajar Peserta Didik dengan Pendekatan TaRL pada Pembelajaran
Matematika. Jurnal Education and Development, 12(2), 129–134.
Anwar, Lukito, A., & Siswono, T. Y. E. (2024). Profil Pemecahan Masalah Statistika Siswa
SMA Berdasarkan Tingkat Kemampuan matematika. 9(2), 180–189.
Arikunto, S. (2006). Penelitian Tindakan Kelas. Jakarta: Bumi Aksara.
Berner, J., Grohs, P., Kutyniok, G., And, & Petersen, P. (2022). The Modern Mathematics
of Deep Learning. https://www.cambridge.org/core/books/abs/mathematical-aspects-
of-deep-learning/modern-mathematics-of-deep-
learning/7C3874F83A5D934E5FDC984B8457D553
Cariana, E., Karo, B., & Boentolo, F. (2025). Pengaruh Penggunaan Media Geogebra
Terhadap Hasil Belajar Matematika Bangun Ruang. Alethia Christian Education
Journal, 6(1), 37–46.
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
Fitrisyah, M. A., Windarti, R., & Kurniadi, E. (2025). Peningkatan Hasil Belajar Matematika
Kelas XI SMA Menggunakan Gimkit pada Materi Fungsi Nilai Mutlak. Anargya :
Jurnal Ilmiah Pendidikan Matematika, 8(1), 9–15.
https://doi.org/https://doi.org/10.24176/anargya.v8i1.13861
Gultom, G. C., Hafiza, M., Rehana, R., Kaban, R. E. br, Ambarita, S. Y., Saragih, S. E. br,
& Siregar, B. H. (2025). MENINGKATKAN LITERASI MATEMATIS MELALUI
PENDEKATAN MATEMATIKA REALISTIK PADA SISWA KELAS 11 SMA
YPK. EDUTECH : Jurnal Inovasi Pendidikan Berbantuan Teknologi, 5(1), 1–23.
Hana, N., Muksar, M., & Slamet, S. (2023). Analisis Kesalahan Siswa Tipe Kepribadian
Idealist dalam Menyelesaikan Masalah Statistika Berdasarkan Kriteria Watson. Jurnal
Cendekia : Jurnal Pendidikan Matematika, 7(3), 22620–22633.
https://doi.org/10.31004/cendekia.v7i3.2668
Hidayat, A. G. G., & Haryati, T. (2025). ANALISIS EFEKTIVITAS PEMBELAJARAN
MENGGUNAKAN PENDEKATAN DEEP LEARNING PADA SEKOLAH DASAR.
Khazanah Pendidikan, 19(1). https://doi.org/https://doi.org/10.30595/jkp.v19i1.25960
Innawati., Muhajjir, N., R. (. (2014). Pengaruh Penerapan Model Pembelajaran Active
Learning?. Elips : Jurnal Pendidikan Matematika, 8(33), 44.
https://doi.org/https://doi.org/10.47650/elips.v6i1.1659
Kemmis, S., & McTaggart, R. (1988). The Action Research Planner. Victoria: Deakin
University.
Kholifah Al Marah Hafidzhoh, Nisa Nadia Madani, Zahra Aulia, & Dede Setiabudi. (2023).
Belajar Bermakna (Meaningful Learning) Pada Pembelajaran Tematik. Student
Scientific Creativity Journal, 1(1), 390–397. https://doi.org/10.55606/sscj-
amik.v1i1.1142
Lena, R.P., Cici, O.L., Julica, H., Rinady, G.S., Y. H. S. (2025). ARSY : Aplikasi Riset
kepada Masyarakat. Jurnal Arsy, 2(2), 312–317.
https://doi.org/https://doi.org/10.55583/arsy.v6i2.1289
Magdalena, I., Nurjanah, F., & Afiyah, A. D. (2023). Analisis Proses Pembuatan Tujuan
Pembelajaran Berdasarkan Capaian Pembelajaran pada Kurikulum Merdeka Kelas 4
SDN Karang Anyar 2. Yasin, 3(2), 207–216. https://doi.org/10.58578/yasin.v3i2.948
Maghfiroh, A. (2024). Peningkatan Hasil Belajar Siswa Kelas X Pada Materi Peluang
Melalui Pendekatan Teaching At the Right Level. SECONDARY: Jurnal Inovasi
Pendidikan Menengah, 4(1), 44–54. https://doi.org/10.51878/secondary.v4i1.2798
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
Mubarokah, S. (2022). Tantangan Implementasi Pendekatan TaRL (Teaching at the Right
Level) dalam Literasi Dasar yang Inklusif di Madrasah Ibtida’iyah Lombok Timur.
BADA’A: Jurnal Ilmiah Pendidikan, 4(1), 165–179.
https://doi.org/10.37216/badaa.v4i1.582
Putra, A. D., & Salsabila, H. (2021). Pengaruh Media Interaktif Dalam Perkembangan
Kegiatan Pembelajaran Pada Instansi Pendidikan. Inovasi Kurikulum, 18(2), 231–241.
https://doi.org/10.17509/jik.v18i2.36282
Putu Rissa Putri Intari Dewi, Ni Made Winda Wijayanti, & I Dewa Putu Juwana. (2022).
Efektivitas Penerapan Media Pembelajaran Digital Assemblr Edu Pada Mata Pelajaran
Matematika Di Smk Negeri 4 Denpasar. Jurnal Pengabdian Kepada Masyarakat
Widya Mahadi, 2(2), 98–109. https://doi.org/10.59672/widyamahadi.v2i2.1961
Sri Astutik, Subiki, & Singgih Bektiarso. (2021). Pelatihan Penelitian Tindakan Kelas (PTK)
Bagi Guru SMAN Panarukan Situbondo. Jurnal Inovasi Penelitian Dan Pengabdian
Masyarakat, 1(1), 54–62. https://doi.org/10.53621/jippmas.v1i1.5
Suheni, E., Mulyati, R., Sari, M., & Zulkarnaen, R. (2025). PENGGUNAAN MEDIA
PEMBELAJARAN DALAM MENCAPAI PENGUASAAN KONSEP GEOMETRI. 6(1),
–109.
Sukatin, S., Nuri, L., Naddir, M. Y., Sari, S. N. I., & Y, W. I. (2022). Teori Belajar dan
Strategi Pembelajaran. Journal of Social Research, 1(8), 916–921.
https://doi.org/10.55324/josr.v1i8.187
Sulistyanto, H., Prayitno, H. J., Narimo, S., Anif, S., Sumardjoko, B., & Wardhani, N. W.
(2024). A Study of The Use of Augmented Reality in Learning: Impacts on Increasing
Students’ Critical Thinking Skills. Asian Journal of University Education, 20(2), 369–
https://doi.org/https://doi.org/10.24191/ajue.v20i2.27093
Sumandya, I. W., Sinta, N. P., & Ariana, I. M. (2025). APPLYING PBL-BASED STUDENT
WORKSHEETS IN INCREASING STUDENTS ’ MOTIVATION TO LEARN
MATHEMATICS IN CLASS VIII-G SMPN 8 DENPASAR IN THE ACADEMIC
YEAR 2023 / 2024. Mathline, 10(1), 1–15.
https://doi.org/https://doi.org/10.31943/mathline.v10i1.589
Takdirmin., Rischa, P., Siti, M., Nurul, M., N. (2025). Peningkatan Hasil Belajar Peserta
Didik pada Mata Pelajaran Matematika Dengan Menggunakan Pendekatan Realistic
Mathematics Education (RME). Elips : Jurnal Pendidikan Matematika, 6(1), 110–118.
https://doi.org/10.31004/irje.v4i1.442
DOI: https://doi.org/10.31327/jme.v10i1.2714
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