The Effectiveness of Differentiated E-LKPD Using Liveworksheets on Junior High School Students’ Statistical Literacy in Data Presentation
DOI:
https://doi.org/10.33541/edumatsains.v10i3.7638Keywords:
E-LKPD, Differentiated based instruction, statistical literacy, Liveworksheets, junior high school studentsAbstract
Indonesian students’ low statistical literacy, as revealed by PISA 2022 with only 18% achieving Mathematics competency at level 2, presents an urgent educational challenge. The dominant use of printed teaching materials limits students’ digital learning experiences with varying levels of initial understanding. This study developed differentiated E-LKPD (Electronic Student Worksheets) using Liveworksheets on Data Presentation topics through Research and Development with ADDIE model. Participants were 7th grade students of SMP Gunungjati 1 Purwokerto in the 2024/2025 academic year. Data collection instruments included interview instruments, needs analysis questionnaires, validation questionnaires, student response questionnaires, and statistical literacy tests. The product achieved very high validity based on Aiken’s index for content (0.91), media (0.94), and language (0.90). Practicality received 86% with very practical criteria. The product’s effectiveness showed statistical literacy improvement with N-Gain of 0.60 (moderate). The differentiated E-LKPD using Liveworksheets proved valid, practical, and effective in enhancing statistical literacy skills of junior high school students. This digital, interactive approach successfully accommodates diverse student readiness levels, providing an innovative solution for personalized mathematics learning that bridges the gap between traditional instruction and students’ digital learning needs.
References
Anggraini, P. D., & Yulianti, Y. (2021). Pengembangan E-LKPD berbasis pembelajaran berdiferensiasi untuk meningkatkan kemampuan literasi matematika. Jurnal Cendekia: Jurnal Pendidikan Matematika, 5(3), 2733-2743.
Arnold, P., Confrey, J., Jones, R. S., Lee, H. S., & Pfannkuch, M. (2020). Statistics learning trajectories. In D. Ben-Zvi, K. Makar, & J. Garfield (Eds.), International handbook of research in statistics education (pp. 295-326). Springer.
Asrial, A., Syahrial, S., Kurniawan, D. A., Chan, F., Septianingsih, R., & Perdana, R. (2020). Multimedia innovation 4.0 in education: E-modul ethnoconstructivism. Universal Journal of Educational Research, 8(7), 2863-2874.
Azwar, S. (2012). Penyusunan skala psikologi (2nd ed.). Pustaka Pelajar.
Ben-Zvi, D., & Garfield, J. (2020). Statistical literacy and developing probabilistic reasoning in the informal inferential reasoning framework. In J. M. Suh, M. H. Wickstrom, & L. D. English (Eds.), Exploring the cognitive demand of a global pandemic (pp. 1-15). Springer.
Bombang, V., Fayeldi, T., & Prayata, Y. I. P. (2022). Pengembangan LKPD elektronik materi bangun ruang sisi datar menggunakan aplikasi live worksheet pada siswa kelas VIII SMP Negeri 17 Malang [Doctoral dissertation, Universitas PGRI Kanjuruhan Malang].
Bray, B., & McClaskey, K. (2022). Personalization vs differentiation vs individualization chart. In Make learning personal (2nd ed., pp. 45-62). Corwin Press.
Budgett, S., Pfannkuch, M., Regan, M., & Wild, C. J. (2021). Promoting statistical literacy: Developing students’ ability to think critically about data. Journal of Statistics and Data Science Education, 29(1), 52-64. https://doi.org/10.1080/10691898.2020.1844106
Budiman, H., & Jailani, J. (2021). Pengembangan instrumen asesmen higher order thinking skills (HOTS) pada pembelajaran matematika SMP kelas VIII. Jurnal Riset Pendidikan Matematika, 8(1), 78-89.
Dewi, K. R., Usodo, B., & Wulandari, N. W. (2021). Profil literasi statistik siswa SMP Negeri 2 Surakarta ditinjau dari gaya belajar siswa. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(2), 579-590.
Dwinda, T. S., Siregar, S. N., & Saragih, S. (2023). Penerapan model problem based learning untuk meningkatkan kemampuan literasi statistika peserta didik kelas VIII.3 SMP Negeri 42 Pekanbaru. Jurnal Cendekia: Jurnal Pendidikan Matematika, 8(1), 464-474.
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.
Fransiska, H., Rini, D. S., Agustina, D., Sunandi, E., Novianti, P., & Pangesti, R. D. (2024). Pelatihan numerasi di SMP N 07 Kota Bengkulu sebagai upaya persiapan asesmen kompetensi minimum. Jurnal Hasil-Hasil Pengabdian dan Pemberdayaan Masyarakat, 3(1), 56-63.
Gould, R. (2020). The role of statistical literacy in our data-rich world. In J. M. Contreras, M. M. Gea, M. M. López-Martín, & E. Molina-Portillo (Eds.), Actas del Tercer Congreso Internacional Virtual de Educación Estadística (pp. 1-15).
Gould, R. (2023). Data literacy is statistical literacy. Harvard Data Science Review, 5(2). https://doi.org/10.1162/99608f92.67eded11
Hake, R. R. (1999). Analyzing change/gain scores. AREA-D American Education Research Association’s Division D, Measurement and Research Methodology.
Hanifah, N., & Djuanda, D. (2023, June). Perspektif guru sekolah dasar dalam pengembangan perangkat ajar pada kurikulum merdeka. Seminar Nasional Sosial, Sains, Pendidikan, Humaniora (Senassdra), 2(2), 173-182.
Herawati, N. S., & Muhtadi, A. (2021). Pengembangan modul elektronik (e-modul) interaktif pada mata pelajaran kimia kelas XI SMA. Jurnal Inovasi Teknologi Pendidikan, 8(2), 186-200.
Heryana, D., Setiawati, L., & Suhendar, B. (2019). Sistem informasi dan potensi manfaat big data untuk pendidikan. Gunahumas, 2(2), 350-357.
Hidayati, N. A., Waluya, S. B., Rochmad, & Wardono. (2020). Statistics literacy: What, why and how? Journal of Physics: Conference Series, 1613(1), 012080. IOP Publishing. https://doi.org/10.1088/1742-6596/1613/1/012080
Irwandi, B., Roza, Y., & Maimunah, M. (2021). Analisis kemampuan literasi statistis peserta asesmen kompetensi minimum (AKM). Jurnal Gantang, 6(2), 177-183.
Joshi, D. R., Adhikari, K. P., Khanal, J., Belbase, S., & Khanal, B. (2023). Developing and integrating digital resources in online mathematics instruction and assessment during Covid-19. Cogent Education, 10(2), 2230394. https://doi.org/10.1080/2331186X.2023.2230394
Jumrawarsi, J. (2024). Efektivitas E-LKPD berdiferensiasi dalam meningkatkan motivasi belajar matematika. Jurnal Pendidikan Matematika Indonesia, 9(1), 45-58.
Kazak, S., Fujita, T., & Pifarré Turmo, M. (2021). Students’ informal statistical inferences through data modeling with a large multivariate dataset. Mathematical Thinking and Learning, 25(1), 25-50. https://doi.org/10.1080/10986065.2021.1922857
Lukitoaji, B. D., & Komalasari, M. D. (2023). Pembelajaran diferensiasi terintegrasi profil pelajar pancasila sebagai wujud implementasi kurikulum merdeka. Prosiding Seminar Nasional PGSD UST, 1(1), 21-26.
Marks, A., Woolcott, G., & Markopoulos, C. (2021). Differentiating instruction: Development of a practice framework for and with secondary mathematics classroom teachers. International Electronic Journal of Mathematics Education, 16(3), em0657. https://doi.org/10.29333/iejme/11053
Marlina, M. (2020). Strategi pembelajaran berdiferensiasi di sekolah inklusif. Jurnal Pendidikan Kebutuhan Khusus, 4(2), 32-40.
Maulidia, M., Shufiatuddin, S. R. A., Damastuti, R., Al Istiqomah, S., Haq, R. R., & Sholeh, L. (2023). Implementasi manajemen kurikulum merdeka belajar dalam meningkatkan mutu pendidikan. JIIP-Jurnal Ilmiah Ilmu Pendidikan, 6(8), 6424-6431.
Ndiung, S., Sariyasa, S., & Jehadus, E. (2023). Analisis capaian pembelajaran matematika dalam kurikulum merdeka. Jurnal Cendekia: Jurnal Pendidikan Matematika, 7(1), 95-107.
Noviyanti, N. N., Maya, R., & Sabandar, J. (2024). Pengembangan lembar kerja peserta didik berbasis liveworksheets menggunakan pendekatan saintifik pada materi statistika. JPMI (Jurnal Pembelajaran Matematika Inovatif), 7(1), 217-228.
Nurfadhillah, S., Ningsih, S., Ramadhania, P. R., Sifa, U. N., & Aryani, N. (2021). Peranan media pembelajaran dalam meningkatkan minat belajar siswa SD Negeri Kohod III. PENSA: Jurnal Pendidikan dan Ilmu Sosial, 3(2), 243-255.
Nursyahidah, F., Saputro, B. A., & Albab, I. U. (2022). Development of learning devices based on realistic mathematics education to improve critical thinking skills. Jurnal Riset Pendidikan Matematika, 9(1), 53-67.
Oktaviranda, A., & Asmara, A. (2021). Kemampuan literasi melalui pengembangan soal pada materi statistika. Jurnal Kajian Pendidikan Matematika, 7(1), 1-12.
Pozas, M., Letzel, V., & Schneider, C. (2020). Teachers and differentiated instruction: Exploring differentiation practices to address student diversity. Journal of Research in Special Educational Needs, 20(3), 217-230. https://doi.org/10.1111/1471-3802.12481
Prasetyo, B. (2018). Pengantar statistika sosial. Universitas Terbuka.
Pratama, R. A., & Surahman, E. (2020). Effectiveness of interactive multimedia based on motion graphic in concept mastering enhancement and fashion designing skill in digital format. International Journal of Emerging Technologies in Learning, 15(4), 4-20. https://doi.org/10.3991/ijet.v15i04.11830
Rahmadayanti, D., & Hartoyo, A. (2022). Potret kurikulum merdeka, wujud merdeka belajar di sekolah dasar. Jurnal Basicedu, 6(4), 7181-7190.
Retnawati, H. (2016). Analisis kuantitatif instrumen penelitian. Parama Publishing.
Santangelo, T., & Tomlinson, C. A. (2021). The application of differentiated instruction in postsecondary environments: Benefits, challenges, and future directions. International Journal of Teaching and Learning in Higher Education, 33(3), 307-323.
Sari, M. R., Sa’dijah, C., & Sukoriyanto, S. (2022). Analisis kesalahan siswa SMP dalam menyelesaikan tes literasi statistik berdasarkan tahapan Kastolan. JIPM (Jurnal Ilmiah Pendidikan Matematika), 11(1), 156-169.
Setiawan, Y. E., & Rizki, S. (2021). Analisis kesalahan siswa dalam menyelesaikan soal literasi matematika konten data dan ketidakpastian. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(2), 1066-1079.
Smale-Jacobse, A. E., Meijer, A., Helms-Lorenz, M., & Maulana, R. (2021). Differentiated instruction in secondary education: A systematic review of research evidence. Frontiers in Psychology, 10, 2366. https://doi.org/10.3389/fpsyg.2019.02366
Sugiyarti, L., Arif, A., & Mursalin, M. (2022). Pembelajaran matematika di era kurikulum merdeka. Jurnal Basicedu, 6(4), 7174-7185.
Suparman, S., Yohannes, Y., & Arifin, N. (2021). Kemampuan literasi statistis siswa SMP dalam pembelajaran daring. Mosharafa: Jurnal Pendidikan Matematika, 10(3), 445-456.
Suryani, N. K., Roza, Y., & Maimunah, M. (2021). Development of liveworksheets-based e-LKPD with a realistic mathematics education approach. Journal of Physics: Conference Series, 1882(1), 012159. IOP Publishing. https://doi.org/10.1088/1742-6596/1882/1/012159
Tomlinson, C. A. (2001). How to differentiate instruction in mixed-ability classrooms. ASCD.
Tomlinson, C. A., & Imbeau, M. B. (2020). Leading and managing a differentiated classroom. ASCD.
Tomlinson, C. A., & Moon, T. R. (2023). Assessment and student success in a differentiated classroom. ASCD.
Triyani, R., Pamungkas, A. S., & Santosa, C. A. H. F. (2024). Pengembangan e-LKPD matematika berbasis liveworksheet dalam menunjang pembelajaran berdiferensiasi pada siswa SMP. Delta-Pi: Jurnal Matematika dan Pendidikan Matematika, 13(1), 34-52.
Wahyudin, D., et al. (2024). Kajian akademik, kurikulum merdeka. Kemendikbudristek.
Wardani, K. W., & Setiawan, H. (2021). Analisis capaian pembelajaran matematika sekolah dasar. Jurnal Basicedu, 5(5), 3788-3797.
Watson, J., & Callingham, R. (2020). COVID-19 and the need for statistical literacy. Australian Mathematics Education Journal, 2(2), 16-21.
Widya, L. N., & Sukoriyanto. (2023). Analisis literasi statistik siswa SMP dalam menyelesaikan soal model PISA. Indiktika: Jurnal Inovasi Pendidikan Matematika, 5(2), 136-145.
Wijngaards-de Meij, L., & Merx, S. (2018). Improving curriculum alignment and achieving learning goals by making the curriculum visible. Higher Education Research & Development, 37(1), 219-231. https://doi.org/10.1080/07294360.2017.1339183
Yoviana, A., & Murwaningtyas, C. E. (2023). Analisis literasi matematika pada materi statistika dan peluang di salah satu SMP Negeri di Yogyakarta. Jurnal Pendidikan Matematika Universitas Lampung, 11(2), 104-118.
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