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Journal of Educational Technology and Learning Creativity
Published by Cahaya Ilmu Cendekia Publisher
ISSN : 30253888     EISSN : 30217865     DOI : https://doi.org/10.37251/jetlc
Core Subject : Science, Education,
Computer Science & IT Education
Covers all the Journal of Educational Technology and Learning Creativity at the level of primary, secondary, senior, and higher education. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on Educational advancements and establishing new collaborations in these areas. Original research papers and state-of-the-art reviews are invited for publication in all areas of the Journal of Educational Technology and Learning Creativity. Topics of Interest include, but are not limited to the following: Innovation and best practices in online learning, training, research, and management Educational Technology, models, and Trends in Higher Education Computer-supported collaborative learning, training, and research Intelligent guidance and mentoring system Learning analytics and educational data mining Open access system for learning and training Organizational and administrative perspectives on the Use of IT in higher education University Governance and Leadership in the knowledge society Institutional policies, standards, and assessment methods Higher education Attendance and service models using the Internet Internationalization and cultural aspects of online learning, training, and research
Arjuna Subject : Umum - Umum
Articles 178 Documents
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Machine Learning-Based Multi-Sensor IoT System for Intelligent Indoor Fire Detection Junfithranaa, Anggy Pradifta; Almohab, Hadi; Dewi, Deshinta Arrova
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2614

Abstract

Purpose of the study: This study aims to develop an intelligent indoor fire detection system by integrating low-cost Internet of Things (IoT) sensors with machine learning-based multi-sensor data fusion to improve early fire hazard detection accuracy while reducing false alarms compared to conventional single-sensor fire detection systems. Methodology: The system is implemented using an ESP32 microcontroller connected to temperature, humidity, flame, and sound sensors for real-time data acquisition. A dataset of 1,500 sensor samples is collected and labeled into Normal, Fire-Risk, and Fire classes. Decision Tree, Support Vector Machine, and Random Forest classifiers are trained and evaluated using Python-based machine learning libraries. Main Findings: Experimental results indicate that the Random Forest model outperforms the other classifiers, achieving 95% overall accuracy, perfect recall for fire events, and a Macro ROC-AUC score of 0.993. Feature importance analysis reveals that humidity and temperature are the most influential parameters for early fire detection in indoor environments. Novelty/Originality of this study: This study proposes a lightweight intelligent fire detection framework that integrates multi-sensor Internet of Things data including temperature, humidity, flame, and sound signals with machine learning–based classification for indoor environments. Unlike conventional systems that rely on single-sensor or threshold-based detection, the proposed approach utilizes multi-sensor data fusion and ensemble learning to improve early fire-risk identification while remaining computationally efficient for low-cost platforms such as the ESP32 microcontroller.
An ADDIE-Based Development and Evaluation of a Mobile Learning Environment for Enhancing Biology Students’ Self-Regulation, Motivation, and Achievement in Benthic Macrofauna Identification Moradas, Jessan D; Cortes, Sylvester T
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2638

Abstract

Purpose of the study: This study examines the design, development, implementation, and evaluation of a Mobile Learning Environment (MLE) and its impact on biology students’ self-regulation, motivation, and achievement, based on Self-Determination Theory. Methodology: Guided by the ADDIE model, the study employs a developmental research design using a researcher-developed MLE (Android-based) for species identification. A paired sample t-test was used to analyze significant differences in students' self-regulation, motivation, and achievement. Scope reviews were conducted to identify gaps and solutions through in-depth focus group discussions among biology students. Main Findings: Results showed significant improvements across all measures (all p < .001). Self-regulation increased (autonomous: d ≈ 1.87; controlled: d ≈ 1.43). Motivation improved across dimensions: attention (3.62–4.70, d ≈ 1.51), relevance (3.91–4.79, d ≈ 1.41), confidence (3.76–4.58, d ≈ 1.31), and satisfaction (3.75–4.72, d ≈ 1.48). Achievement showed large gains (common names: d ≈ 1.60; scientific names: d ≈ 2.20). The MLE was highly rated in engagement (M = 4.76), functionality (M = 4.50), and information quality (M = 4.72). Psychological need satisfaction was also high (autonomy: M = 6.51; competence: M = 6.60; relatedness: M = 5.96). Novelty/Originality of this study: The development of a context-specific MLE for species identification of benthic macrofauna integrated in enhanced Teaching–Learning Sequences advances existing knowledge by providing an empirically validated, learner-centered digital tool for species identification with engaging features and contents, addressing gaps in both traditional and mobile-assisted taxonomy learning at the tertiary level.
Immersive Virtual Reality in Primary Education: A Systematic Literature Review on 21st Century Learning Integration Fajari, Laksmi Evasufi Widi; Salimi, Moh; Hidayah, Ratna; Agusdianita, Neza; Adi, Banu Setyo; Tarma, Tarma; Zainurri, Hasan
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2641

Abstract

Purpose of the study: This study aims to review recent empirical studies on the use of Virtual Reality (VR) in primary education, with particular attention to how different levels of immersion contribute to 21st-century learning. Methodology: This study followed PRISMA guidelines for a systematic literature review. Searches were conducted in Scopus, Web of Science, ERIC, ScienceDirect, and Google Scholar using the keywords (“Virtual Reality” OR “VR”) AND (“Primary Education” OR “Elementary School”). A total of 124 records were identified, 12 duplicates were removed, 34 records were screened, and 21 studies were included for final synthesis based on the eligibility criteria (peer-reviewed, 2019–2025, English, primary education context, full text accessible). Data were synthesized through qualitative content analysis by categorizing studies according to VR types (non-immersive, semi-immersive, fully immersive) and reported learning outcomes related to 21st-century skills. Main Findings: The research results indicate that: (1) Non-Immersive VR provides ease of access and use with a learning experience that is still limited to basic interactions; (2) Semi-immersive VR offers a more interactive and immersive learning experience through the use of more realistic simulations and visualizations; and (3) Fully immersive VR was most frequently reported in the reviewed studies and was associated with deeper multisensory engagement, enhanced conceptual understanding, and the development of 21st-century skills in primary education. Novelty/Originality of this study: This study offers a comparative synthesis of non-immersive, semi-immersive, and fully immersive VR in primary education and highlights the pedagogical factors that shape their educational contribution.
Comparing Augmented Reality, Video-Based, and Traditional Instruction for Enhancing Environmental Literacy in Indonesian Eco-Schools Shobirin, Ma'as; Rokhman, Fathur; Zulaeha, Ida; Utomo, Udi
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2663

Abstract

Purpose of the study: This study aimed to examine the effects of augmented reality–based instruction, video-based instruction, and traditional instruction on fourth-grade students’ environmental literacy, encompassing environmental knowledge, environmental attitudes, and pro-environmental behavior, within an Adiwiyata-certified elementary eco-school. Methodology: A quasi-experimental design was employed involving 81 fourth-grade students from an Adiwiyata-certified elementary eco-school in Semarang, Indonesia. Data were collected using a validated multiple-choice environmental knowledge test and Likert-scale questionnaires measuring environmental attitudes and pro-environmental behavior. Data were analyzed using multivariate analysis of covariance (MANCOVA) and analysis of covariance (ANCOVA) with IBM SPSS Statistics version 26. Main Findings: The results revealed a significant multivariate effect of instructional method on overall environmental literacy. Augmented reality–based instruction produced the highest post-test scores in environmental knowledge and environmental attitudes, followed by video-based instruction and traditional instruction. Instructional method also exerted a statistically significant but smaller effect on pro-environmental behavior. Novelty/Originality of this study: This study provides novel empirical evidence through a three-arm comparison of augmented reality, video-based, and traditional instruction within the Adiwiyata (eco school) framework. It advances environmental education research by demonstrating differentiated cognitive, affective, and behavioral effects of immersive and non-immersive instructional methods at the elementary school level.
Evolving Science Teacher Professional Development in Asia: A Comparative Mapping of Southeast and East Asian Research Cortes, Sylvester T; Lorca, Anne S; Caballero, Joed E; Retubado, Zerry Ayn Z; Colita, Lea B; Tubog, Ryan G; Pineda, Hedeliza A
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2683

Abstract

Purpose of the study: This study aims to explore and compare the development trajectories, collaboration structures, and thematic emphases of professional development research for in-service science teachers in Southeast Asia and East Asia, providing insights into how Professional Development (PD) scholarship has evolved across the two regions from 2015 to 2025. Methodology: A comparative bibliometric analysis was conducted using 87 Scopus-indexed publications (2015–2025). Biblioshiny (RStudio) and VOSviewer were used to examine publication trends, authorship networks, institutional and international collaborations, and thematic evolution of professional development research for in-service science teachers in Southeast Asia and East Asia. Main Findings: Results reveal distinct yet complementary orientations. Southeast Asia’s research is largely practice-oriented, reform-driven, and community-based, emphasizing teacher agency, STEM education, and action research. East Asia’s studies are more conceptually grounded, technologically integrated, and methodologically cohesive, reflecting strong engagement with frameworks such as TPACK, argumentation, AI in teaching, and sustained quality assurance in professional development research. Novelty/Originality of this study: This study offers a region-to-region comparative bibliometric mapping of science teacher professional development research in Southeast Asia and East Asia. Through integration of collaboration patterns, thematic evolution, and policy-linked orientations, it advances understanding of regional strengths and proposes a trans-Asian professional development framework that bridges participatory reform with analytical rigor.
V-LAMOT: A Cognitive-Load Optimized Virtual Lab for Three-Phase Motor Control Isnaini, Muhammad; Purba, Sukarman; Dewy, Mega Silfia; Solihin, Muhammad Dani; Silitonga, Agnes Irene
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2766

Abstract

Purpose of the study: This study aims to design and validate V-LAMOT, a web-based virtual laboratory for three-phase motor starting simulation. The system is intended to address limitations of physical laboratories by providing an accessible and safe environment while maintaining conceptual accuracy and supporting the development of practical motor control skills. Methodology: The study adopted the Systems Development Life Cycle (SDLC) to develop the V-LAMOT platform using HTML5, CSS, JavaScript, and state-machine modeling. The design was guided by Cognitive Load Theory principles. Data were obtained through expert validation instruments and the System Usability Scale (SUS), and analyzed using Shapiro–Wilk tests, one-sample t-tests, Cohen’s d, and Pearson correlation with 30 students. Main Findings: Expert validation indicated high feasibility, with conceptual accuracy reaching a mean score of 4.50/5. SUS evaluation produced an overall score of 78.83 (“Good”), with learnability scoring highest at 82.00. All usability measures were significantly above the benchmark (p < 0.001) with large effect sizes (d > 0.8). A strong correlation between usability and learnability (r = 0.823) suggested effective cognitive load reduction. Novelty/Originality of this study: This study presents an integrated virtual laboratory that combines state-machine modeling with Cognitive Load Theory-based interface design for three-phase motor control. Unlike conventional simulations, V-LAMOT integrates multiple motor starting methods in one environment and empirically links usability, learnability, and cognitive load reduction, advancing virtual laboratory development through systematic integration of technical accuracy and pedagogical principles.
Integrating Technology in PE: A Scoping Review of Drone Soccer as a Catalyst for Student Skill Development and Ethical Awareness Wong, Frankie U Kei; Zhou, QiTing; Wong, Water Soi Po
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2803

Abstract

Purpose of the study: This study investigates drone soccer's potential as a pedagogical tool for integrating technology within physical education (PE). It bridges traditional athletics and STEM-oriented motor skills, exploring how this sport facilitates the dual-track development of technical proficiency and ethical responsibility in K-12 and higher education. Methodology: Guided by the updated PRISMA guidelines, this scoping review comprehensively synthesizes 35 key studies from multidisciplinary databases. It utilizes the I-TPACK and SAMR models to assess the depth of technology integration. Furthermore, reflexive thematic analysis (RTA) evaluates drone soccer's pedagogical and ethical efficacy across psychomotor, cognitive, and social-emotional domains. Main Findings: The analysis suggests that drone soccer functions as a significant catalyst for enhancing visual-motor integration (VMI), fine motor dexterity, and collaborative problem-solving. Beyond physical benefits, the sport provides a structured environment for instilling "technological ethics," promoting fair play, privacy awareness, and responsible tech usage. Applying the SAMR model reveals that drone soccer allows for a "redefinition" of PE activities, transforming conventional sports into high-level, interdisciplinary learning experiences that dissolve the boundaries between physical activity and digital engineering. Novelty/Originality of this study: This paper offers a pioneering perspective by positioning drone soccer at the intersection of competitive robotics and physical education. Unlike traditional technology integration studies that focus on exergaming or wearables, it uniquely identifies drone soccer as a holistic vehicle for both advanced motor skills and ethical consciousness, providing a validated theoretical roadmap for future technology-enhanced PE curricula.
Technostress Creators, Technostress Inhibitors, and Transformational Leadership among Academic Administrators: Evidence from Preah Sihamoniraja Buddhist University, Cambodia Mok, Sarom; Khath, Bora; Lim, Sothea; Em, Sereyrath; Khim, Darath; Morn, Sokha; Um, Saravuth
Journal of Educational Technology and Learning Creativity Vol. 4 No. 1 (2026): June
Publisher : Cahaya Ilmu Cendekia Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37251/jetlc.v4i1.2851

Abstract

Purpose of the study: This study aimed to examine whether and to what extent Technostress Creators (TSC) and Technostress Inhibitors (TSI) predict the level of Transformational Leadership (TRL) among academic administrators at the Preah Sihamoniraja Buddhist University (PSBU) in Cambodia. Methodology: The study used a quantitative predictive correlational design with 123 PSBU academic administrators (e.g., rectors, deans, and department heads) selected through total population sampling. Data were collected using two instruments: the Technostress Creators and Inhibitors scale (TSC/TSI) and the Multiple-Factor Leadership Questionnaire (MLQ 5X) for transformational leadership. The instruments were back-translated and validated for clarity and reliability. Data were analyzed using descriptive and inferential statistics with computer-based methods. Main Findings: The findings revealed that techno-insecurity (T-INS) was the only statistically significant predictor, negatively associated with TRL. Other TSC and TSI variables were not statistically significant predictors. Overall, regression models for TSC and TSI did not significantly explain variation in TRL levels. Novelty/Originality of this study: This study is significant at the theoretical and practical levels. Theoretically, this study broadens the understanding of technostress and transformational leadership style. Practically, this study can be used to examine how academic administrators in higher education perceive technostress and its effects.

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