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Henrique Mohallem Paiva; Flávia Maria Santoro; Victor Takashi Hayashi; Bianca Cassemiro Lima – IEEE Transactions on Education, 2025
Contribution: This article analyzes student assessment within a computing faculty employing a full project-based learning (PBL) approach. Examining 2078 final grades across 60 classes and periods, the study reveals a significant correlation between graded self-studies, exams, and projects. This result contributes to understanding the reliability…
Descriptors: Student Evaluation, Computer Science Education, College Faculty, Correlation
Ika Wardani; Murni Sapta Sari; S. Sulisetijono; Abdul Gofur; Zainudin bin Hassan; M. Arsyad – Journal of Biological Education Indonesia (Jurnal Pendidikan Biologi Indonesia), 2025
Entrepreneurship project-based learning model on the problem-solving skills of Biology Education study. This study aims to describe the structural correlation construction of creative thinking skills, problem-solving skills, and entrepreneurial self-efficacy among biology education students in East Java. The population in this study was…
Descriptors: Student Projects, Problem Based Learning, Creative Thinking, Thinking Skills
Pornpisut Duangngern; Wanwisa Wannapipat; Sanit Srikoon; Parama Kwangmuang – Educational Process: International Journal, 2025
Background/purpose: The ongoing digital transformation in education has identified important areas for development in pre-service teachers' preparation to facilitate critical and creative thinking within technology-enhanced learning environments. This study investigated the readiness and implementation of creative and critical thinking skills…
Descriptors: Critical Thinking, Creative Thinking, Preservice Teacher Education, Preservice Teachers
Jufrida Jufrida; Wawan Kurniawan; M. Furqon; Khairul Anwar; Hebat Shidow Falah; Cicyn Riantoni – Journal of Information Technology Education: Innovations in Practice, 2025
Aim/Purpose: This study aims to explore the innovative integration of machine learning techniques into project-based learning rooted in Malay ethnoscience in Jambi, Indonesia. The research introduces a novel framework that utilizes educational data mining to personalize culturally responsive STEM education in under-resourced public schools.…
Descriptors: Physics, Science Instruction, Learning Analytics, Algorithms

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