IMPROVING STATISTICS LEARNING OUTCOMES THROUGH DEEP LEARNING AND TARL APPROACHES IN GRADE X

Indah Susitya Sukmananda(1), Sunismi Sunismi(2*), Retno Trisniwati(3),

(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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References


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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