Validity of a computational thinking and artificial intelligence-based electronic student worksheet in the context of deforestation
DOI:
https://doi.org/10.31629/jg.v11i1.7914Keywords:
computational thinking, deforestasion, e-LKPD, SPLDV, validityAbstract
Indonesian students’ mathematical literacy remains below the OECD average, with international assessments indicating persistent difficulty in translating contextual problems into systematic mathematical reasoning, a gap that Computational Thinking (CT) is theorized to help close. This study examines the validity of a Computational Thinking-based electronic student worksheet (E-LKPD), supported by Artificial Intelligence (AI), in the context of deforestation on the topic of Linear Equation System in Two Variables (SPLDV). The research addresses the need for valid learning tools that strengthen students’ mathematical problem-solving skills while promoting environmental awareness, examining how CT skills and environmental issues can be meaningfully integrated, with AI assisting the algorithmic stage of CT through automated feedback, solution-strategy hints, and adaptive task difficulty. The method used is design research with a development studies approach, focusing on preliminary research and prototyping. Validation involved expert review by subject-matter, media, and education experts, together with one-to-one student evaluations, to assess content, construct, language, and visual aspects. Results show that the CT-based E-LKPD with AI support meets the established validity criteria for content accuracy, presentation, and media quality. The developed E-LKPD is thus feasible for use as a learning tool integrating computational thinking, artificial intelligence, and environmental awareness.
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References
Akbar, S. (2013). Instrumen perangkat pembelajaran. Bandung: PT Remaja Rosdakarya.
Ahmad, S. F., Rahmat, M. K., Mubarik, M. S., Alam, M. M., & Hyder, S. I. (2021). Artificial intelligence and its role in education. Sustainability, 13(22), Article 12902. https://doi.org/10.3390/su132212902
Al Husna, L., Amir MZ, Z., & Vebrianto, R. (2021). Studi eksploratif problematika pembelajaran matematika di Sekolah Dasar di Tanah Datar. Mathline: Jurnal Matematika dan Pendidikan Matematika, 6(1), 1–12. https://doi.org/10.31943/mathline.v6i1.159
Ananda, R. W., & Soro, S. (2023). Pengaruh penggunaan lembar kerja peserta didik elektronik (E-LKPD) terhadap hasil belajar matematika di SMA Hang Tuah 1 Jakarta. Jurnal Lebesgue: Jurnal Ilmiah Pendidikan Matematika, Matematika dan Statistika. https://doi.org/10.46306/lb.v4i2.329
Annisa, R., Suanto, E., & Maimunah. (2023). Pengembangan E-LKPD materi aritmetika sosial berbasis pendekatan kontekstual untuk memfasilitasi kemampuan pemecahan masalah matematis. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 12(2), 1504–1517. https://doi.org/10.24127/ajpm.v12i2.6955
Azma, T. R., Hapizah, & Darmawijoyo, S. (2024). Innovative electronic worksheets to foster computational thinking in arithmetic sequences and series. Al-Jabar: Pendidikan Matematika, 15(02):623–43. https://dx.doi.org/10.24042/ajpm.v15i2.24603
Bakker, A., & Korthagen, F. (2019). Design research in education: A practical guide for early career researchers. London: Routledge.
Cahdriyana, R. A., & Richardo, R. (2020). Berpikir komputasi dalam pembelajaran matematika. LITERASI (Jurnal Ilmu Pendidikan), 11(1), 50–56. https://doi.org/10.21927/literasi.2020.11(1).50-56
Carvalho e Silva, J. (2025). Computational thinking versus artificial intelligence in mathematics teaching. International Journal of Mathematical Education in Science and Technology, 56(8), 1426–1437. https://doi.org/10.1080/0020739X.2025.2496695
Fahrudin, R., Sollikhin, R., & Masruroh, A. (2024). Inovasi pembelajaran pendidikan agama islam melalui teknologi artificial intelligence untuk meningkatkan interaksi siswa. Mauriduna: Journal of Islamic Studies. https://doi.org/10.37274/mauriduna.v5i1.1298
Istiqomah, N., Arigiyati, T. A., Wijayanti, A., & Widodo, S. A. (2021). Validitas lembar kerja peserta didik berbentuk elektronik berbasis Tri-N pada pokok bahasan bentuk aljabar. Wacana Akademika: Majalah Ilmiah Kependidikan, 5(2), 113–120. https://doi.org/10.26499/wacana.v5i2.11334.
Koe, L. S., Kustandi, C., & Siregar, E. (2025). AI-driven feedback system: Implementing advanced NLP and OpenAI for online learning. Jurnal Inovasi dan Teknologi Pembelajaran. https://doi.org/10.17977/um031v11i32024p137
Korkmaz Guler, N., Dertli, Z. G., Boran, E., & Yildiz, B. (2024). An artificial intelligence application in mathematics education: Evaluating ChatGPT's academic achievement in a mathematics exam. Pedagogical Research, 9(2), Article em0188. https://doi.org/10.29333/pr/14145
Muliardi, M. (2023). Mengembangkan kreativitas dan karakter bangsa melalui Kurikulum Merdeka di Madrasah. Takuana: Jurnal Pendidikan, Sains, dan Humaniora. https://doi.org/10.56113/takuana.v2i1.68
Mutia, L., Muslih, A. M., & Basri, H. (2023). Nilai ekonomi objek wisata alam di Air Terjun Suhom Desa Tunong Krueng Kala, Kecamatan Lhoong, Kabupaten Aceh Besar dengan metode biaya perjalanan. Jurnal Ilmiah Mahasiswa Pertanian, 8(1), 507–513. https://doi.org/10.17969/jimfp.v8i1.22815
Nabilla, N., Edy, S., & Khikmiyah, F. (2022). Pengembangan E-LKPD matematika interaktif berbasis literasi digital. JPMI – Jurnal Pembelajaran Matematika Inovatif, 5(6), 1581–1594. https://doi.org/10.22460/jpmi.v5i6.12530
Ostian, D., Hapizah, H., & Mulyono, B. (2023). An interactive e-student worksheet based on computational thinking with the South Sumatera traditional game context. Jurnal Pendidikan Matematika RAFA, 9(2), 101–122. https://doi.org/10.19109/jpmrafa.v9i2.20339
Pinheiro, M. M., & Santos, V. (2025). Integrating computational thinking and artificial intelligence into mathematics education: A pathway for the 21st century. In A. Reis et al. (Eds.), Technology and Innovation in Learning, Teaching and Education (TECH-EDU 2024), Communications in Computer and Information Science, vol. 2479. Springer, Cham. https://doi.org/10.1007/978-3-032-02675-0_7
Pratiwi, I. R., & Silalahi, P. (2021). Pengembangan media pembelajaran matematika model blended learning berbasis MOODLE. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 10(1), 206–218. https://doi.org/10.24127/ajpm.v10i1.3240
Ramadoni, R., Aima, Z., & Mardiyah, A. (2024). Innovating electronic worksheets for students using a project-based flipped classroom in math learning. Mosharafa: Jurnal Pendidikan Matematika. https://doi.org/10.31980/mosharafa.v13i2.1946
Sarman, A. A., Suastika, I. K., & Murniasih, T. R. (2023). Pengembangan E-LKPD untuk meningkatkan kemampuan pemecahan masalah matematis peserta didik pada materi bangun ruang sisi lengkung. Jurnal Tadris Matematika, 6(1), 49–66. https://doi.org/10.21274/jtm.2023.6.1.49-66
Senoaji, G., Hidayat, M. F., & Iskandar, I. (2020). Resolusi konflik tenurial pemanfaatan kawasan hutan di hutan Lindung Rimbo Donok Kabupaten Kepahiang. Jurnal Manusia dan Lingkungan, 26(1), 28–35. https://doi.org/10.22146/JML.29250
Septiana, D., Hapizah, & Mulyono, B. (2024). Pengembangan LKPD untuk pembelajaran berdiferensiasi dengan konteks brengkes tempoyak Sumatera Selatan yang berorientasi computational thinking. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 13(1), 34–47. https://doi.org/10.24127/ajpm.v13i1.8332
Sukendra, I. K., & Sumandya, I. W. (2020). Analisis problematika dan alternatif pemecahan masalah pembelajaran matematika di SMP. EMASAINS: Jurnal Edukasi Matematika dan Sains, 9(2). https://doi.org/10.5281/zenodo.4299433
Zulkarnain, I., Hidayanto, T., & Riza, M. (2021). Pengembangan media simulatif “travel game” konteks lingkungan lahan basah untuk pembelajaran matematika. EDUMAT: Jurnal Pendidikan Matematika, 9(1), 91–98. https://doi.org/10.20527/EDUMAT.V9I1.9784
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