The removal of forests has become a major challenge for indigenous students in Malaysia called Orang asli. The younger generations of Orang asli need to equip themselves with relevant knowledge to deal with changes within their living environment. However, they faced difficulties during learning such as irrelevant curriculum, lack of materials and inappropriate approaches. A project-based environmental module is constructed which employs the analyze, design, develop, implement and evaluate (ADDIE) instructional model with three projects: the construction of habitat, soil acidity and infiltration of pesticides. This study aimed to develop this module and assess its suitability to inculcate scientific attitudes and noble values among the Orang asli primary six students. The data were collected through validation questionnaires that were given to three validators. The data obtained are further analyzed to identify their improvement towards the module. The validation results show that the module is very feasible (85.83%) to be used. Many opine that this module creates a learning experience for them through scientific reasoning, inquiring, cooperating, and decision-making so that they find the relevancy of knowledge in the Orang asli context. The enhancement of this module provides useful educational guidance to learn environmental knowledge from a scientific perspective. © 2025, Institute of Advanced Engineering and Science. All rights reserved.
The removal of forests has become a major challenge for indigenous students in Malaysia called Orang asli. The younger generations of Orang asli need to equip themselves with relevant knowledge to deal with changes within their living environment. However, they faced difficulties during
Keywords:
Project-Based learning
Environmental knowledge
Orang asli
Scientific attitudes and noble values
Teaching module
0 Citations
10.11591/ijere.v14i3.32047
Source:
International Journal of Child-Computer Interaction
(2025)
With a greater emphasis on technology and innovation, developing self-directed learners has become a predominant goal in 21st century education. Maker and design-centric activities, including 3D printing, may provide opportunities to foster self-directed learning (SDL) skills. To identify the elements that enhance SDL in adolescents during maker tool use, a systematic review of studies that targeted SDL was conducted. The review identified three main theories used to support SDL: a) self-regulated learning (SRL), b) inquiry-based learning , and c) problem-based learning . Each framework was evaluated on its applicability to 3D printing and making activities. Further, six key characteristics of SDL environments were identified as there were commonalities amongst frameworks. These include: a) guiding supports, b) SRL components, c) inquiry and choice, d) collaboration, e) differentiation: balancing goals with abilities, and f) hypothesis testing and inquiry. Based on these results, a set of practices is proposed that teachers can implement when using making-activities in their high school classrooms. It further provides a foundation for future research on the effective integration of 3D printing as an educational tool that extends beyond behavioural engagement. © 2025 The Authors
With a greater emphasis on technology and innovation, developing self-directed learners has become a predominant goal in 21st century education. Maker and design-centric activities, including 3D printing, may provide opportunities to foster self-directed
learning
Keywords:
self-directed learning
Adolescents
3D printing
Design process
Maker education
0 Citations
10.1016/j.ijcci.2025.100739
Source:
International Journal of Evaluation and Research in Education
(2025)
This study aimed to determine the effect of science, technology, engineering, and mathematics project-based learning (STEM-PjBL) on the collaborative problem solving (CPS) of preservice teachers (PSTs). The pretest-posttest non-equivalent control group design was employed. A total of 72 PSTs enrolled in plant physiology course participated in this study. Self-assessment and project were used to evaluate PSTs’ CPS skills. Self-assessment scores were analyzed by analysis of covariance (ANCOVA), while project scores were analyzed by the Mann-Whitney U test. The results of self-assessment indicated that STEM-PjBL enhances CPS skills, particularly in social regulation, task regulation, and knowledge building. The results of the team’s problem-solving skills in completing the project did not differ between the two groups. But the result of integrated STEM skills showed that the STEM-PjBL group was better at integrating STEM disciplines into their project. This study highlights the importance of interdisciplinary projects in a PjBL environment that can be adopted by teacher preparation programs for enhancing PSTs’ CPS skills as well as gaining knowledge of STEM integration. © 2025 Institute of Advanced Engineering and Science.
This study aimed to determine the effect of science, technology, engineering, and mathematics project-based learning (STEM-PjBL) on the collaborative problem solving (CPS) of preservice teachers (PSTs). The pretest-posttest non-equivalent control group design wa
…
Keywords:
Project-Based learning
Preservice teachers
STEM education
Collaborative problem solving
Teaching collaboration
1 Citations
10.11591/ijere.v14i3.27725
In today's world, increasing stress and depression significantly impact cognitive well-being, making early detection of cognitive impairment essential for timely intervention. This work introduces a Multimodal Fusion Cognitive Assessment Framework that leverages advanced deep learning and graph intelligence to enhance early identification accuracy. Traditional tools like the Montreal Cognitive Assessment (MOCA) are limited in adaptability, prompting the need for a more dynamic, data-driven approach. The framework is validated using datasets involving cognitive tests, voice samples, and physiological signals. It enables a scalable, personalized, and adaptive cognitive assessment system that improves early detection and supports targeted intervention strategies. By integrating deep learning and information fusion, this approach addresses the complexity of cognitive health in a modern context. • This paper introduces Multimodal Deep learning Integration, incorporating MOCA scores, behavioral data, speech signals, and physiological parameters using GAT, TAT, and CNN-LSTM models to capture diverse cognitive indicators. • The proposed model achieves superior performance through Information Fusion via Heterogeneous GNNs, effectively merging cross-domain data to enable holistic cognitive state assessment via inter-modality learning . • This paper applies Reinforcement learning (RL) to personalize user interactions based on real-time cognitive and stress cues, reducing cognitive overload and enhancing engagement. © 2025 The Author(s)
In today's world, increasing stress and depression significantly impact cognitive well-being, making early detection of cognitive impairment essential for timely intervention. This work introduces a Multimodal Fusion Cognitive Assessment Framework that leverages advanced deep
Keywords:
Skill
human
Article
cognitive defect
Deep learning
Deep learning
Cognitive assessment
Graph neural networks
Multimodal fusion
cognitive impairment assessment
cognitive neuroscience
contrastive speech learning
convolutional neural network
early diagnosis
graph attention network
graph neural network
heterogeneous graph neural network
long short term memory network
Montreal cognitive assessment
Multimodal Cognitive Assessment Framework
reinforcement (psychology)
reinforcement learning (machine learning )
time aware transformer
1 Citations
10.1016/j.mex.2025.103405
Source:
Sustainability (Switzerland)
(2025)
Project-based learning (PBL) is a student-centered, inquiry-based approach in which students design and execute projects that address meaningful challenges. Over time, PBL has been adapted across various educational levels, disciplines, and cultural contexts, leading to a diverse body of knowledge. Given these variations, it is crucial to systematize existing research to identify well-established aspects and areas that require further exploration. This study conducts a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. It uses the foundational PBL model as a reference to analyze its essential elements in design and implementation, particularly in terms of their contribution to sustainable education. A total of 25 studies were included in the final review sample. The research aims to examine current practices and identify gaps or inconsistencies in application. The qualitative analysis highlights crucial aspects such as project design, evaluation strategies, and interdisciplinary alignment. Findings reveal challenges in ensuring consistency across practices, with a predominant focus on procedural execution. However, the review also uncovers that existing studies address cognitive and socio-emotional dimensions in ways that require further investigation. Based on these findings, the study proposes a refined framework for the implementation of PBL, aiming to guide more effective and context-sensitive applications. These findings underscore the need for further exploration of how PBL can holistically support learner growth, enhance engagement, and contribute to more sustainable and impactful educational practices. Theoretical implications point to a deeper understanding of how PBL can integrate cognitive, emotional, and interdisciplinary components to foster this holistic development, while operational implications highlight the importance of institutional support, teacher training, and flexible curricular policies to ensure successful and sustainable implementation. © 2025 by the authors.
Project-based learning (PBL) is a student-centered, inquiry-based approach in which students design and execute projects that address meaningful challenges. Over time, PBL has been adapted across various educational levels, disciplines, and cultural contexts, le
…
Keywords:
Project-Based learning
Systematic review
curriculum
educational development
Meta-analysis
qualitative analysis
literature review
teacher training
Design
competence development
institutional framework
design
framework
knowledge acquisition
implementation
13 Citations
10.3390/su17114978
Source:
Engineering, Technology and Applied Science Research
(2025)
This research aims to develop a microcontroller training kit to increase students' learning motivation in microcontroller education practices. The research follows a modified ADDIE model (Analysis, Design, Coding, Testing and Validation, Implementation, and Evaluation) involving two experts in the field of educational media, microcontrollers, and 33 vocational education students. The validity test results show that this training device is well suited for curriculum integration, with high scores in technical features, durability, reliability, safety, and design. The average validity score was 0.83. In addition, the motivation assessment showed a significant increase in students' interest, active participation, persistence, learning satisfaction, engagement, and self-confidence. Thus, the development of the microcontroller training kit was proven to be effective in increasing students' motivation to learn. These findings suggest that such innovative and accessible tools can significantly increase engagement and participation in research and contribute to the advancement of educational technology by providing practical solutions that improve students' learning experience and motivation in technical disciplines. © 2025, Dr D. Pylarinos. All rights reserved.
This research aims to develop a microcontroller training kit to increase students' learning motivation in microcontroller education practices. The research follows a modified ADDIE model (Analysis, Design, Coding, Testing and Validation, Implementation, and Eval
…
Keywords:
Engineering education
training kit
learning motivation
-microcontroller
1 Citations
10.48084/etasr.10142
Source:
Canadian Journal of Science, Mathematics and Technology Education
(2025)
The science, technology, engineering, and mathematics (STEM) education reform movement has swept across the USA due to an urgent need for more workplace-ready STEM employees. As a result of the STEM education reform movement, there has been an increase in research studies concerned with STEM education and STEM career development in the past decade. The purpose of the study is to analyze the past 10 years’ worth of empirical research to explore the key instructional designs (e.g., inquiry-based, project-based, and problem-based teaching) that are used in STEM integration, as well as the impact on students’ occupational interests and development. The results of the study (1) outline the included studies’ characteristics, (2) summarize and synthesize themes across included studies, and (3) provide implications for future research in pursuit of advancing students’ STEM career development through instructional design. Findings show that substantial progress has been made in designing integrated, student-centred learning experiences that are rooted in real-world contexts. However, findings also illuminate areas of potential growth, such as research design, where employing diverse methods could further enhance our understanding of how using different instructional designs and principles of integrated STEM can positively impact student STEM career aspirations. © The Author(s) 2025.
The science, technology, engineering, and mathematics (STEM) education reform movement has swept across the USA due to an urgent need for more workplace-ready STEM employees. As a result of the STEM education reform movement, there has been an increase in research studies concerned with STEM educati
…
Keywords:
Systematic literature review
Instructional design
STEM career development
STEM integration
0 Citations
10.1007/s42330-025-00362-4
Source:
Sustainability (Switzerland)
(2025)
This research aims to study the impact of experiential learning and skill empowerment and community engagement and institutional support systems on student engagement and motivation and sustainable education in Saudi Arabian higher education institutions. The research uses Structural Equation Modeling (SEM) with Partial Least Squares (PLS) as its quantitative methodology to study the relationships between experiential learning , skill empowerment, institutional support systems, and sustainable education. The proposed theoretical model was evaluated through a survey distributed to participants who were conveniently sampled from Saudi Arabian higher education institutions. The research shows that experiential learning together with skill development and community engagement boosts student motivation and supports sustainable education in Saudi Arabia. The study further reveals that institutional support systems have a weak moderating effect because their implementation and perception require improvement to effectively support sustainability. The main limitations are the use of self-reported data which may be influenced by response biases and the focus on higher education only which limits the generalizability of the findings to other educational levels. The research indicates that experiential learning activities including internships, community projects, and skill empowerment programs should be integrated into education to boost student involvement and motivation toward sustainability. The research applies the established theories of Kolb’s Experiential learning , Human Capital, and Social learning to Saudi Arabia’s educational context to show how they can be adapted to promote sustainable education through experiential learning , skill development, and community engagement. This study bridges critical research gaps by elucidating the nuanced moderating role of institutional support systems—an underexplored factor—and addressing the methodological limitations associated with a reliance on self-reported data, thereby significantly advancing the understanding of their influence on student engagement and sustainable education within diverse academic and cultural contexts. © 2025 by the authors.
This research aims to study the impact of experiential learning and skill empowerment and community engagement and institutional support systems on student engagement and motivation and sustainable education in Saudi Arabian higher education institutions. The re
…
Keywords:
higher education
learning
student
Student engagement
empowerment
Saudi Arabia
Experiential learning
perception
Saudi Arabia
sustainable education
research work
community involvement
local participation
4 Citations
10.3390/su17125291