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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: In Progress
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 Abu Bakar Adam Adli, Faiz Haidar Satriani Afdhal Afrinaldi, Feri Afrizal Agus Halid, Agus Ahmad Fauzan Ahmad Fauzan Ahmad Nafisi Ahmad Syukri Ainal Mardhiah Aji, Galih Purnomo Ali Shaban Ali. H Alya Vinnisya Ami, Iin Sulastri Ode Amir Amir Nurllah ANGRIAWAN, RANDY Anna Muwaffika Annajih, Moh. Ziyadul Haq Aschari Senjahari Rawe Asep Supriyana Asniah Syamsuddin Asriani Audrey Sagita Purnomo Azwan A’inul Yaqin, Sa’id Bafadhal, Husin Bagas Bahta, Fida Bambang Siswojo Barry Nuqoba, Barry Candra Puspitaningtyas Danar Dwi Priatna DEWANTO Dona Sandy Yudasmara Dudun Ubaedullah Dulfikar, Akhmad Edi Puryanto Eldiene Zaura I’tamada Ellyana, Cut Putri Elvita Indah Cahyani Eny Purwandari Erni Qomariyah Erwin Fallz, Irvon Faqihuddin, Ahmad Faried Effendy Fat Chiya Nidaul Chusna Fauzia Putra, Dwi Fikriyah Mardhatillah Fitriyah, Afiyatul Frischa Meivilona Yendi Haeruddin Handa, Muhamad Idham Handayani, Arifah Hanifa, Dina Hariawan MD Harziko Hasddin Hermansyah Hermansyah Hermin Indah Wahyuni Husnul Khatimah Ichal ILHAM Imam Hariadi Ishak, Alfian Islami Fatwa Isneini Isneini, Isneini Iwan Jasman Juhaeni Kartono Kasim, Syaifuddin Suhri Lailatussaadah M Nur, Lailatussaadah Latifah Hanum Laurens Kaluge, Laurens Laxmi Luthfiyah, Rara M. E. Winarno Ma'arif, Muhammad Anas Magvira Marliana Marni Safitri Maslihatin, Tatik Matthew A. Guevara Mhd Yadi Harahap Miftahul Fikri Mochammad Rusli Mohammad Edy Nurtamam, Mohammad Edy Muchammad Ibnu Muzakir Muhajirin, Muhajirin Muhamad Badar Muhamad Sulhan Muhammad Arafah Muhammad Hamzah Pratama Muhammad Ikhsan Muhammad Iqbal Oshmany Muhammad Kevin Muhammad Mamduh Nuruddin Muhammad Sabri Mukaddas, Jamal Mukhlisin Mumtazah Murwanti mustafa, la ode Nailah Mumtazah Nashiruddin nasir, muh Nasrul Fuad Erfansyah Nayli Okta Dwi Pratiwi Nia Shinta Nilda Tri Putri Noufal Zhafira Nova Amalia Novita Andriyani NUR ISMI Nurfaiza Nurisman, Husain Nurlansi Nurliana Nurma Nurrul Riyad Fadhli Nurulqolbi, Safira Nurzal, Nurzal Pasnur Pina, Wa Ode Putra Husin, Osu Oheo Rahmalia Syahputri Ramadani, Anggi Retno Sunu Astuti Rianda, Faizar Rifaldi, Abid Rijannah , Fera Rizqoh, Jazilatur Roichatuzzuhriyah Filailatil Fitriyah Rokimin RR. Ella Evrita Hestiandari Sa'idah, Ishlakhatus Said Amirulkamar Salamun, Asmita Salsabila, Ainun Syifa Santosa, Tomi Apra Sapto Nugroho, Kandung Selly Septyani Setiawan, Rochiyat Sg Naiboho, Henry Sigit Widiyarto Silalahi, Mesri Siraj Sishadiyati Siti Hardiyanti Bahnar Siti Zahara Suci Lestari SUHARTO Sukiati Sultrayansa Suprapto, Hugo Susi Dewi Susanti Susiati Susiati, Susiati Syafri Syahril marta SYAMSURI Tri Susilowati Trisnawati, Sherli Ubaidillah Vanny Apriliyanti Vika Mustaqotul Firdaus Wahyuddin Wahyuni Putri Wilda, Raihan WINARTO Wirli Hidayanti Wiwik Handayani Zainul Arifin Zuhriah, Amillatuz Zulfikar