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Lia Yuliana
Fakultas Ilmu Pendidikan Universitas Negeri Yogyakarta
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Journal : Jurnal Pendidikan Islam

 1 
Authentic Mathematics Assessment Using an Integrated Deep Learning and Adiwiyata Testlet Model for Elementary Schools and Madrasah Ibtidaiyah Hamdi, Syukrul; Yuliana, Lia; Oktarina, Anisa Dwi; Hidayati, Kana; Arliani, Elly; Mu'minin Mz, Nurul
Nazhruna: Jurnal Pendidikan Islam Vol. 9 No. 1 (2026): Transformative Islamic Education in Pesantren and Madrasah
Publisher : Universitas Pesantren Kh abdul Chalim Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/nzh.v9i1.418

Abstract

This study aimed to develop an authentic mathematics assessment for elementary schools in the form of a testlet-based instrument integrated with deep learning principles and the Adiwiyata context within the framework of transformative Islamic education in the Special Region of Yogyakarta. Employing basic research with an embedded mixed-methods design, the development process adapted the Plomp model and the instrument development framework of Oreondo and Antonio. Data were collected through teacher needs surveys, expert validation, readability testing, and field trials involving 462 fifth-grade students from elementary schools and Islamic elementary schools. Quantitative analyses included Content Validity Index (CVI), Aiken’s V, Cronbach’s Alpha, Classical Test Theory (CTT), and Item Response Theory (IRT) using the 2-PL Graded Response Model. The results indicate that the developed instruments meet acceptable psychometric standards, with Aiken’s V values ranging from 0.75 to 1.00 and high internal consistency for both the testlet instrument (Cronbach’s Alpha = 0.845) and the environmental awareness questionnaire (Cronbach’s Alpha = 0.850). Item analysis shows adequate discrimination and a structured progression of difficulty, although one item exhibited low discrimination in the 2-PL GRM, highlighting the importance of IRT-based diagnostics for testlet refinement. Descriptive findings reveal that students demonstrate high levels of environmental awareness, particularly in the knowledge and attitude dimensions, while mathematical achievement remains low on non-routine items. Correlation analysis shows no significant relationship between environmental awareness and mathematical ability. Methodologically, this study contributes a validated and contextually grounded assessment framework that integrates expert judgment, reliability analysis, and complementary CTT–IRT procedures. Theoretically, the findings reconceptualize authentic assessment as a diagnostic bridge rather than a direct causal link between affective values and cognitive performance, demonstrating that environmental concern functions as a potential cognitive resource only when explicitly activated within mathematical tasks.
Co-Authors --, Aman Aan Komariah Abdullah Taman Abullah Kamal, Siti Soraya Lin Adi Suryanto Ahmad Darmadji, Ahmad Ajat Sudrajat Akhmad Habibi, Akhmad Alwi Adha Pohan Amalia Susanti Aman Aman Andriani, Ni Luh Putu Oka Antoni Julian Areepen Sengsalong Aris Suharyadi Astuti Samosir Asy’ari, Hasyim Aulia, Asa Safia Awanis Akalili Bahri, Noradila Binti Shaiful Calvin, Yesdi Christian Chintya Putri, Paramudita Daulay, Irma Khoirot Deden Muhamad Ilham Dewi Rosmawarsari Dinaryant, Ratna Sari Elly Arliani Endah Retnowati Endang Mulyatiningsih Ernani Astuti Erwinda, Faizal Yusa Fadli, Muhammad Rijal Farid Ridho Fauziah Khusnullaili Fayi Haikal Mahmud Firdaus, Fery Muhamad Habiburrahman Hamdan Hamdan Hilda Hilaliyah Holida, Siti Solihat Hutabarat, Nova Sarah Hutagaol, Madeleine Intan Ikhwan, Muh. Saidil Isnaeni, Nurul Khomsatun Kana Hidayati Kasniati Sastiarini Koono, Rookaiya Kunal Mehta Kurniasari, Evi Lantip Diat Prasojo Lupianti, Meisya M Nur Rokhman, M Nur Mamengko, Rullyana Puspitaningrum Marhamah Marhamah Marselina, Resya Dwi Mat Nashir, Irdayanti Maura Lovieta Jean Laurensia Michael Harry Widyarto Setiawan Mohd Faiz Mohd Yaakob Mohd Faiz Mohd Yaakob Monica Seftaviani Sijabat Mu'minin MZ, Nurul Muh. Saidil Ikhwan Muslih, Moh. Nadita Riski Aulia Ngadirin Setiawan Nita Maghfiratul Jannah Novitasari, Nastiti Nurfahila, Shielsilia Amara Nurtanio Agus Nurtanio Agus Purwanto Oktarina, Anisa Dwi Priadi Surya Raharjo, Sabar Budi Raharjo, Sabar Budi Rahmat Fadhli Rahmawati, Rahmawati Ramadhani, Aqsal Rizky Ramkutih, Pingky Abda Retnaningsih Retnaningsih Rini Dwi Ernawati Risuhawianto, Irwan Rizqiani, Ratu Fani Rudi Salam Ruhmi, Farah Sabar Budi Raharjo Sabar Budi Raharjo Sabar Budi Raharjo Sabar Budi Raharjo Safari, Ganjar Sarwati Sarwati, Sarwati Selfia Ladiyance Septariani, Sella Fadia Setiawan, Johan Setiawan, Ngadirin Shofi Qurrotua’ini Silviani, Annisa Siti Zahrah Zaini Sugiyono Sugiyono Suhardiman, Azman Sukmara, Ganda Susanto, Sarah Sasqia Fitriana Syntia Indahsari Nurhasanah Syukrul Hamdi Tri Sumarni Utami, Niken Ardaningtyas Vebrianto, Rian Viktor Warayaan Vina Tri Yasmi Vivi Amelia Wahyuni, Ribut Nurul Tri Widia Murni Wijaya Wiwik Wijayanti Yudha, Yusuf Hadi Zahruddin Zahruddin, Zahruddin Zasya Safitri Zulfa Mardiyana Zulkarnain