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All Journal JPMS (Jurnal Pendidikan Matematika dan Sains) Journal of Education and Learning (EduLearn) Kreano, Jurnal Matematika Kreatif-Inovatif E-Dimas: Jurnal Pengabdian kepada Masyarakat KALAMATIKA Jurnal Pendidikan Matematika JMPM: Jurnal Matematika dan Pendidikan Matematika Jurnal Inovasi Hasil Pengabdian Masyarakat (JIPEMAS) JPM : Jurnal Pendidikan Matematika Jurnal Riset Pendidikan dan Inovasi Pembelajaran Matematika (JRPIPM) Jurnal ABDINUS : Jurnal Pengabdian Nusantara Jurnal Penelitian Pendidikan Matematika dan Sains SCIENCE : Jurnal Inovasi Pendidikan Matematika dan IPA Edumatica: Jurnal Pendidikan Matematika MATHEdunesa Jurnal Pendidikan Progresif Mathematics Education Journal
Abdul Haris Rosyidi
Universitas Negeri Surabaya
Humanities Computer Science & IT Economics, Econometrics & Finance Education Environmental Science Industrial & Manufacturing Engineering Library & Information Science Mathematics Social Sciences Other

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Improving Islamic Boarding School Teacher’ Competence in Designing AI-Based Assessment of Critical Thinking Skills Masriyah; Rosyidi, Abdul Haris; Saadah, Nurus; Hafidz, Abdul; Hanifah, Umi; Hariyanti, Firda; Sari, Ayu Silvi Lisvian
MATHEdunesa Vol. 15 No. 1 (2026): Jurnal Mathedunesa Volume 15 Nomor 1 Tahun 2026
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/mathedunesa.v15n1.p127-133

Abstract

This study reports a structured capacity-building program designed to improve Islamic boarding school teachers’ competence in designing AI-based assessments for critical thinking skills. The intervention was carried out with 91 teachers across 14 school subjects at a large pesantren —a traditional Islamic educational institution that integrates religious and national curricula—in East Java, Indonesia. The program integrated three components: (i) foundational understanding of generative AI, (ii) explicit mapping of higher-order thinking indicators (analysis, inference, evaluation), and (iii) co-construction of assessment tasks and analytic rubrics through guided prompt engineering. A one-group pretest–posttest design was used to evaluate teacher learning gains. Results demonstrate a very large improvement in teachers’ assessment design knowledge and skills, with mean scores increasing from 37.75 (pretest) to 90.49 (posttest), and a statistically significant t-value (t = 29.49, p < .01). Survey findings also indicate strong positive perceptions of AI usefulness, relevance, and feasibility. Teachers were able to generate authentic HOTS tasks contextualized to Islamic and local cultural values, accompanied by clear rubrics for evaluating evidence-based reasoning. The study concludes that AI-assisted design can meaningfully accelerate teacher capacity to design higher-order assessments in faith-based educational settings, provided that AI is used as a scaffold for human reasoning, not as an answer generator. Implications for scaling professional development and institutionalizing AI-embedded assessment innovation in pesantren contexts are discussed
Co-Authors Abdul Hafidz Abdullah, Abdul Halim Adelia, Dhynda Alvita Wulansari Ani, Suki Isffi Aulia Rahmah Cholis Sa’dijah Dini Kinati Fardah Evangelista Lus Windyana Palupi Firda Hariyanti Fitroni, Wildan Hamid, Rizky Maulana Heri Purnomo Hermawan, Shelvi Magreta Hikmah, Fita Amidanal I Made Sulandra Ika Kurniasari Ismail Khusnah, Khotimatul Maharani, Elyzabeta Marya Masriyah MASRIYAH Nabiila, Silvi Mi’rojun Nurul Fadilah, Nurul PRAMESTI, PUTRI Prihartiwi, Nina Rinda Putri, Taszkia Aulia Rahaju, Endah Budi Rahmadhani, Yanti Nur Rini Setianingsih Rosyidin, Muhammad Ali Saadah, Nurus Sari, Ayu Silvi Lisvian Sari, Silvia Novita Sa’dijah, Cholish Solikhah, Pradnya Paramitha Subanji Subanji Tatag Yuli Eko Siswono Umi Hanifah Uripno, Gusti Widiastuti, Endang Yayuk Sri Yanti Nur Rahmadhani Yuniarti, Salsadila Rahma Yurizka Melia Sari zuraidha, fransisca nur