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Journal : Jurnal Penelitian Pendidikan IPA (JPPIPA)

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The Effectiveness of Deep Learning based PjBL on Student’s Scientific and Critical Thinking Skills at Indonesia Taufik; Nurtamam, Mohammad Edy; Dewanto; Santosa, Tomi Apra
Jurnal Penelitian Pendidikan IPA Vol 11 No 9 (2025): September
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v11i9.12857

Abstract

Many studies have examined the effect of project-based learning on students' scientific and critical thinking skills, but no research has examined the effect size of the Deep Learning-based PjBL model on students' scientific and critical thinking skills in Indonesia. The integration of deep learning principles into Project-Based Learning (PjBL) gave birth to the Deep Learning-based PjBL model that encourages students to construct knowledge through real projects, continuous reflection, and collaboration. This study aims to determine the learning model of project-based learning based on deep learning on students' scientific and critical thinking skills. This type of research is quantitative research with a meta-analysis method. The inclusion criteria in this study are research data derived from journals indexed by Sinta or Scopus, articles published in 2021-2025, research must be experimental or quasi-experimental methods, relevant research, data obtained through the Google Scholar, ERIC, ScienceDirect, and Taylor of Francis databases, and published journals have complete data to calculate the effect size value. Data analysis using the JASP application. This study analyzed 17 relevant articles. The results concluded that the summary effect size value was d = 0.88; t = 8.26; p < 0.005, a high effect size category. These findings explain the significant influence of the deep learning-based PjBL model on students' scientific and critical thinking skills in learning. aspects to tackle this issue, particularly in low- and middle-income countries.
Co-Authors Aat Ruchiat Nungraha Abdul Tahir Achmad Baidowi, Achmad Alfredo Arianto Permana Putra ALLIFUDIN SYARIF, MOHAMMAD Aloisius Harso Aminuyati Arif, Muamar Zainur Aris Krisdiyanto BAGUS CAHYONO, PRIYO Baso Intang Sappaile Bucky Wibawa Karya Guna Budiman, M Arif Delfi Kurnia Zebua Destra Amni Djoko Suwito Erwanto S, Lambang Fantoni FATHUR RAHMAN, RIZKY HASNA SEPTIANGGRAINI, DINDA Helmin Rumbiak Hengki Junata Heru Arizal Hidayatullah, Rachmad Syarifudin HIKMAH, SANIYATUL ICHSAN KHOFI, MUHAMMAD Ifa Safira Kemala Dewi, Kemala KIANI RAMADHANI, FENZI Losita Dewi M.Rudi Fanani MAJID FATKHURRACHMAN, MUHAMMAD MARNIATI Martiningsih Martiningsih, Martiningsih Mochamad Cholik Mohammad Edy Nurtamam Mohammad Edy Nurtamam, Mohammad Edy Muchtar, Diki Muchtar MUDALIM YANI, IWAN Muh. Safar Muh.Safar Muhammad Ade Kurnia Harahap Muhammad Kasim NANIK INDAHWATI Nenni Triana Sinaga Novianty Djafri Nur Aini Susanti Nur Latifah Nurina Happy PANJI DWI LAKSONO, ERWIEN Putra, Bima Anggana Widhiarta Qori’atus Sholikhah Ramadhani, Ali Hasbi Ramdan Yusuf ROSIDI, GUFRON Saiful Anwar Santi Mareta Santosa, Tomi Apra SEPTIAN AMMAR, AFIF Sidrotun Na'im Simon Parekke Sisi Yulianti Siti Fatimah Hiola SOERYANTO Solissa, Everhard Markiano Sri Handajani Sri Suhartini SURYA WARDANA, ISACK Taufik Theodorus Wiyanto Wibowo Tomi Apra Santosa Tri Satriawansyah Tri Suparyanto Unpris Yastanti Wahyu Dwi Kurniawan Widowati, Dita Aprilia Wiwid Suryono Yasmina Fajri Fajri YUNUS