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All Journal Abdimas Jurnal Penelitian Pendidikan Kreano, Jurnal Matematika Kreatif-Inovatif Kontinu: Jurnal Penelitian Didaktik Matematika Journal of Mathematics and Mathematics Education AlphaMath: Journal of Mathematics Education Jurnal Elemen Union: Jurnal Ilmiah Pendidikan Matematika QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama SJME (Supremum Journal of Mathematics Education) Jurnal Basicedu Prima: Jurnal Pendidikan Matematika Symmetry: Pasundan Journal of Research in Mathematics Learning and Education Journal of Authentic Research on Mathematics Eduacation (JARME) BIORMATIKA : JURNAL ILMIAH FAKULTAS KEGURUAN DAN ILMU PENDIDIKAN Gema Wiralodra JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) Jurnal Math-UMB.EDU Kognitif: Jurnal Riset HOTS Pendidikan Matematika Jurnal Bina Desa Unnes Journal of Mathematics Education Jurnal Basicedu Jurnal Pendidikan dan Pengabdian Masyarakat Bookchapter Pendidikan Universitas Negeri Semarang Seminar Nasional Hasil Penelitian LP2M UNM JPNM : Jurnal Pustaka Nusantara Multidisiplin Indonesian Educational Research Journal Jurnal Dharma Indonesia PAEDAGOGIE SJME (Supremum Journal of Mathematics Education) Media Pendidikan Matematika
Bambang Eko Susilo
Jurusan Matematika FMIPA UNNES
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The Need for the Scaffolding Method in Students’ Mathematical Computational Thinking Process Through APOS Theory Jamdin, Ardon; Zaenuri; Mariani, Scolastika; Susilo, Bambang Eko
Indonesian Educational Research Journal Vol. 3 No. 3 (2026): Innovative and Inclusive Pathways to Strengthening 21st-Century Skills in Educa
Publisher : CV. Samuel Manurung and Co

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56773/ierj.v3i3.140

Abstract

The development of students’ computational thinking skills in mathematics remains a significant challenge, particularly due to the lack of adaptive instructional support that aligns with students’ cognitive stages. This study aims to analyze students’ needs for the scaffolding method in the process of mathematical computational thinking based on APOS theory. The research was conducted at Muhammadiyah Middle School Ambon using a descriptive approach with quantitative data support. The instruments used consisted of a computational thinking ability questionnaire and a scaffolding needs questionnaire. The results indicate that most students are still at the basic to intermediate levels of computational thinking and show a high need for scaffolding, especially in the action and process stages of the APOS framework. Furthermore, the findings reveal a strong relationship between students’ computational thinking ability and their need for scaffolding. These results suggest that scaffolding-based learning should be designed adaptively and systematically to support the gradual development of students’ computational thinking skills. Future research is recommended to develop and experimentally test scaffolding-based learning models that are aligned with APOS theory to enhance students’ higher-order thinking skills.
Co-Authors Aditya Marianti Agustina, Vena Ahmad Arifuddin Ajeng Dian Pertiwi, Ajeng Dian Al Hakim, M. Faris Amin Suyitno Anggoro, Abdurrobbil Falaq Dwi Ardhi Prabowo Arief Agoestanto Ary Woro Kurniasih Atmaja, Satriya Adika Arif Auliya, Anisa Rima Azizah, Maharani Nuur Azizia, Ananda Jullailatul Cahyani, Cielo Dewi Darhim Darhim David Mubarok, David Edy Soedjoko Ema Butsi Prihastari Ratna Widyaningrum, Ema Butsi Prihastari Emi Pujiastuti Fashihah, Fashihah Fathurrohman, Fani Laffanillah Hardi Suyitno Hery Sutarto Hidayati, Nita Iqbal Kharisudin Isti Hidayah Iwan junaedi Jamdin, Ardon Kismiyanti, Kismiyanti Kumalasari, Desy Kusni Kusni Lorinda, Lora masriah masriah, masriah Masrukan Masrukan Masrukan Masrukan Maulana, Faith Miftah Maulana, Sylvia Faori Mohammad Asikin Muhammad Faizin Muhammad Iqbal Mulyono Mulyono Nining Setyowati Nuni Widiarti Nuriana Rachmani DN, Nuriana Rachmani Nurmutia, Halida Eka Permatasari, Gilang Anjar Pitaloka, Yuninan Dyah Praja, Novian Aditya Priyanto, Oei Yuda Setiyo Putriaji Hendikawati Rahmayani, Bulan Relitasari, Puput Rifqiyana, Lilyan Riwayati, Susi Riyan Hidayat Rochmad - Safaatullah, Muh. Fajar Safira, Amalia Fitri Ayu Sapto, Argiyanto Dwi Saraswati, In Diyah Sari, Virgania Scolastika Mariani Setiawan, Fajar Tri Setiawan, Makis Setiyanda, Karista Gadis Setya Nugraha, Nabila Primandini Setyawan, Seno Budi Setyawati, Iin Ariyas Siti Wahyuni Sri Sukaesih Subarkah, Muhamad Rizki Sufyani Prabawanto, Sufyani Sugiman Sugiman Sukestiyarno Sukestiyarno Swasono, Andi Hepi Syah, Muhammad Ardian Tania, Nova tasyya, Annas Tommy Tanu Wijaya Trida Ridho Fariz Veronica, Rahayu Budhiati Viqtorinnada, Dillila Widdatina Walid Walid Walid, Walid Wardono Wardono Wardono Warih, Andono Zaenuri Zaenuri Mastur Zikir, Al