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Technological advancements in education have led to major transformations, particularly with the implementation of the Merdeka Curriculum, which emphasizes learning flexibility, student-centered approaches, and educator autonomy in developing innovative teaching methods. One of its essential aspects is the integration of technology for managing educational data, including student health records. At SMP IT Mutia Rahma, biannual student health monitoring has generated a growing volume of data, making it difficult to identify students experiencing psychological challenges. Adolescent mental health problems—such as learning stress, anxiety, and social pressure—can negatively affect academic performance if left unaddressed. This study aims to group students based on their mental health conditions to support more effective intervention strategies. The K-Means Algorithm, a data mining technique for clustering data by similarity, was employed to analyze student health data. The results show that in a three-cluster model, Cluster 2 represents students in a stable condition characterized by high resilience and low counseling needs, indicating good mental health and academic engagement. Meanwhile, Clusters 1 and 3 include students requiring further attention and support. This research demonstrates that the K-Means Algorithm can serve as an effective tool in identifying and categorizing student mental health conditions to improve school-based health management and early intervention programs.

Learning Hajj rituals requires innovation to overcome the limitations of available media, one of which is through the utilization of the integration of the Android platform with Augmented Reality technology. The Muslim Sadiq application on smartphones displays 3D objects related to the practice of Hajj rituals. This study aims to explain the design of interactive media based on Augmented Reality as an innovation in learning Hajj rituals, expected to improve student understanding through a more visual, interactive, and contextual learning experience. This media design method adopts two stages of the ADDIE model (Analysis, Design, Development, Implementation, Evaluation), namely the needs analysis and media design stages. This study reveals that learning Hajj rituals requires interactive and applicable media to overcome the gap between theoretical understanding and the practice of Hajj worship in real life. The designed media utilizes AR technology to create a simulation of Hajj implementation and supports experience-based learning. Although the design has considered technical and pedagogical aspects, this media is still in the design stage and has not been tested or implemented directly. Therefore, further research is needed to assess the effectiveness of this media in learning Hajj rituals.

The development of digital technology has changed global business patterns, including in Indonesia, through the growth of e-commerce, social media, and online platforms. This change opens up great opportunities for students as the educated young generation to develop online businesses. This research aims to explore students' online business readiness from a digital mindset perspective through a phenomenological study approach among students in Malang. The research focuses on online business readiness, digital mindset, attitudes towards technology, and the contribution of entrepreneurship learning, which are analyzed using the Theory of Planned Behavior framework(Ajzen, 1991) and Entrepreneurial Mindset Theory. The research used qualitative methods with in-depth interviews with online business students. The results show that students have a basic understanding of digital business, especially in utilizing social media and marketplaces. A positive attitude towards technology has been formed, indicated by perceived benefits and ease of use. However, a gap emerges between technical skills and long-term strategic planning capabilities. Innovation and problem-solving tend to be reactive, simply following trends, while psychological resistance such as fear of fraud and data security remain barriers. This research confirms that online business readiness is not only determined by technical skills, but also by the strengthening of an adaptive, innovative digital mindset. This research confirms that online business readiness is not only determined by technical skills, but also by strengthening an adaptive, innovative, and resilient digital mindset.The novelty of this research is the integration of TPB and Entrepreneurial Mindset Theory to understand students' readiness to face digital business challenges.

The purpose of this research is to create an interactive Augmented Reality (AR)-based educational application that can display the Indonesian folktale "Keong Mas" using Unity 3D and Vuforia SDK. Due to the dominance of modern digital entertainment that is more visually appealing, the younger generation's interest in traditional folktales is declining. The choice of AR technology is based on its ability to combine three-dimensional virtual objects with the real environment in real-time, resulting in an interactive, engaging, and memorable learning experience. The research process used is the Life Cycle of Multimedia Development (MDLC), which consists of six stages: ideation, design, material collection, compilation, testing, and deployment. 3D character models, background environments, and interactive stories appear in the application when the camera detects certain markers. Testing was conducted using the black-box method to ensure all functions, including marker tracking, scene transitions, and narration playback, run smoothly. The test results show that the AR application "Keong Mas" successfully displays the folktale interactively and engagingly, thereby increasing the learning interest of children and adolescents. This application not only serves as an innovative learning medium but also contributes to the preservation of local culture through the integration of digital technology.

This study examines the transformation of Islamic education in the digital era, focusing on issues, challenges, and opportunities. The development of digital technology has brought significant changes in Islamic learning, including curriculum innovation, teacher competence, digital literacy, and the ethical use of technology. Using a qualitative literature review method, this article analyzes primary and secondary data from national and international journals to present a comprehensive discussion. The findings highlight that while digital transformation provides opportunities for broader access to knowledge, it also raises concerns about the digital divide, the role of teachers, and the maintenance of Islamic values. Furthermore, the increasing reliance on digital tools in education has intensified the need for teachers to adapt to new technologies and methodologies. The study concludes that strengthening digital literacy, professional teacher training, and appropriate policy support are crucial for optimizing Islamic education in the digital age. The findings stress the importance of balancing technological integration with the preservation of traditional Islamic values in educational practices.

This study aims to analyze the role of Islamic Religious Education (IRE) in shaping students’ character in the digital era, particularly through the use of non-digital learning media. The rapid development of technology has brought both positive and negative impacts on students. On one hand, technology facilitates access to information and enables more interactive learning processes. On the other hand, exposure to negative content and digital distractions can weaken students’ concentration and moral control. This research employed a quantitative method with a survey approach and a correlational design. Data were collected using a Likert-scale questionnaire from five respondents selected through purposive sampling. The findings reveal that teaching IRE using non-digital media significantly improves students’ concentration, discipline, and awareness of worship. Furthermore, IRE positively contributes to fostering wise internet usage and proper digital communication ethics. These results indicate that combining traditional approaches with the integration of religious values is highly effective in addressing the challenges of the digital era and promoting the development of students’ character rooted in Islamic values.

This study aims to examine the role and strategies of educational management amidst global dynamics and the development of information technology. The method used is a qualitative approach through literature review of various relevant scientific sources, focusing on the development of educational management in the digital era. The results show that 21st-century educational management must be innovative, flexible, and technology-based. Additionally, strengthening 4C competencies (critical thinking, creativity, collaboration, and communication) is a key focus in the development of adaptive and effective learning systems. The role of technology in education is not only as a tool but also as an integral part of modern educational governance, supporting both the learning process and the overall management of education. Key challenges faced include the readiness of human resources, the equal distribution of technological infrastructure, and the digital divide between regions and social groups. Therefore, adaptive and visionary managerial strategies are essential to creating an excellent and sustainable educational system. The implementation of policies supporting the integration of technology into education and the development of competencies for educators is a crucial step to ensure the achievement of inclusive and quality education. This study is expected to serve as a reference in the development of sustainable educational management policies and practices, as well as enhance the quality of education in the digital era.

The digital era brings challenges as well as opportunities for Wustho students in managing self-regulation, especially in the use of technology and digital media. This study aims to analyze the optimization strategy of self-regulation of Wustho students in facing the digital era, focusing on aspects of time management, self-control, and technology adaptation. A qualitative approach is used in this study, involving observation, in-depth interviews, and document analysis. The results of the study show that student self-regulation can be improved through the integration of education-based technology, digital discipline habituation, and independence training programs. This strategy not only helps students in managing their daily activities but also supports the achievement of learning goals more effectively. The implications of this study provide practical guidance for Islamic educational institutions to prepare students to become independent and adaptive individuals in the era of digital transformation. The findings of this study are that strengthening spiritual-based intrinsic motivation can be an effective strategy to build self-regulation among students. This approach offers uniqueness, namely connecting religious values with self-management skills in the digital era, thus providing a strong moral foundation for students in using technology wisely. The implications of this study highlight the need for pesantren policies that are more adaptive to digital developments, while still maintaining Islamic identity as a core value in pesantren education.

The development of information technology (IT) has made a significant contribution to the field of education, including at the junior high school level. This study aims to examine the implementation of information technology in the learning process of seventh-grade students at SMP Katolik St. Aloysius. The research method applied was descriptive qualitative, employing observation, teacher interviews, and student questionnaires. The findings indicate that the use of IT tools such as computers, LCD projectors, and online learning applications, particularly Google Classroom and WhatsApp Groups, has enhanced student learning motivation, facilitated easier access to learning materials, and strengthened interaction between teachers and students. Moreover, technology integration enables teachers to deliver more engaging and varied learning experiences, encouraging students to participate more actively in the classroom. Nevertheless, several challenges were identified, including limited school infrastructure, varying levels of digital literacy among students, and unequal internet access. These obstacles may hinder the effectiveness of IT implementation in the learning process. Therefore, continuous mentoring strategies, infrastructure improvement, and digital literacy training for both students and teachers are necessary. In conclusion, the implementation of information technology at SMP Katolik St. Aloysius has had a significant positive impact on the learning process but requires sustainable support and improvements to achieve optimal outcomes

Real analysis is one of the main branches of mathematics that serves as a fundamental foundation for the development of science and technology. This study emphasizes the understanding of basic concepts such as real numbers, limits, continuity, the principle of mathematical induction, as well as deductive and axiomatic approaches as a strong framework for mathematical proofs. This research employs the Systematic Literature Review (SLR) method by examining articles and journals related to both the theoretical aspects and the implementation of real analysis in solving mathematical problems. The findings indicate that the application of Polya’s method, visualization through demonstration, and the use of modern technology such as augmented reality (AR) can enhance the effectiveness of real analysis learning. These approaches help students connect abstract concepts with real applications, thereby strengthening logical, systematic, critical, and rigorous thinking skills. However, several learning difficulties are also identified, including the complexity of the material, weak learning habits, social influences, and inappropriate teaching strategies. Therefore, more applicative, interactive, and contextual learning strategies are needed to support the achievement of learning objectives. The conclusion of this review highlights that the integration of theoretical understanding, problem-solving methods, and innovative technology is a strategic step to improve students’ thinking quality in real analysis courses. Thus, real analysis is not only positioned as a theoretical subject but also as a medium for developing problem-solving abilities and higher-order thinking skills that are relevant to both academic needs and real-world applications.

This study aims to develop an interactive mobile application-based learning media to introduce Devanagari Sanskrit script to Indonesian teenagers. The background of this research is the lack of communicative, contextual, and engaging learning media for the digital generation in learning traditional scripts. The development method uses the ADDIE model modified with a visual communication design approach and integration of local Balinese cultural values. The results show that this media successfully combines strong visual elements, interactive voice narratives, and Balinese cultural iconography in one mobile-friendly platform. Validation from design and cultural experts shows a very high level of feasibility, supported by positive responses from student users at the Dvipantara Samskrtam Foundation. This research makes a real contribution to the preservation of traditional scripts through a digital educational approach that is adaptive to the learning needs of today's teenagers. In addition, this research also opens opportunities for the development of similar learning media for other traditional scripts, thereby increasing awareness and understanding of Indonesia's rich culture among the younger generation. By integrating technology in learning, it is hoped that the preservation of Indonesian culture can go hand in hand with the progress of the times.

The integration of blockchain technology with Multi-Agent Reinforcement Learning (MARL) presents a promising solution for optimizing resource allocation and ensuring security in decentralized network environments, particularly in 5G and 6G network slicing. This research proposes a model that combines the security features of blockchain with the adaptive, decentralized decision-making capabilities of MARL. Blockchain ensures the integrity and transparency of resource allocation by providing a secure, tamper-proof ledger for transaction validation, while MARL allows agents to dynamically allocate resources based on real-time network conditions. The simulation results demonstrate significant improvements in resource allocation efficiency, fairness among users, and resilience to cyberattacks. By combining these two technologies, the proposed model overcomes many of the challenges posed by traditional centralized systems and offers an enhanced, secure, and fair solution for resource distribution in future mobile networks. However, scalability remains a challenge, especially in large-scale networks where transaction processing and consensus overhead can create bottlenecks. Additionally, training complexity in MARL models presents computational challenges, particularly in highly dynamic network environments. The model's performance trade-offs, including the balance between high security and system overhead, are also discussed. Future research should focus on optimizing blockchain consensus mechanisms to improve scalability and enhancing MARL model training techniques to reduce computational costs and improve real-time decision-making. This integration holds significant potential for revolutionizing resource allocation in 5G and 6G networks, enabling more efficient, secure, and fair management of network resources in the increasingly complex and decentralized digital ecosystem

Background: Maritime engineering has traditionally relied on reactive and preventive maintenance strategies, often leading to operational inefficiencies, unplanned downtime, and excessive costs. With the rise of smart ship technologies, predictive maintenance (PdM) has emerged as a data-driven solution, leveraging sensor-based monitoring and real-time diagnostics to optimize ship maintenance. However, its integration into maritime education remains underexplored, particularly in training vessels used for vocational learning. Original Value: This research contributes new insights into the feasibility, effectiveness, and educational relevance of predictive maintenance in maritime vocational training. Unlike previous studies that focus on commercial ship applications, this study examines PdM within the context of training vessels at Poltekpel SULUT, bridging the gap between academic training and industry expectations. Objectives: The study seeks to answer: How does predictive maintenance improve the efficiency, cost-effectiveness, and reliability of naval auxiliary systems in training vessels? Methodology: A qualitative approach was employed, integrating sensor-based performance analysis, structured interviews, and questionnaire surveys involving cadets, instructors, and industry professionals. Data were analyzed through thematic categorization, cross-group comparisons, and narrative synthesis. Results: PdM demonstrated high effectiveness in reducing downtime (92/100), optimizing maintenance efficiency (91/100), and aligning with industry practices (89/100). However, challenges in sensor accuracy (85/100) and training integration were identified. Conclusions: The findings highlight the necessity of incorporating predictive maintenance into maritime training curricula to equip future engineers with the skills required for Industry 4.0 maintenance solutions, ensuring better operational efficiency and sustainability in the maritime sector.

This study aims to analyze the application of deep learning in the transformation of religious moderation education in the digital era and its implications for the development of modern Islamic education. The research employs a qualitative descriptive approach using library research, reviewing literature on Islamic education, religious moderation, and artificial intelligence in learning contexts. Data were collected from academic books, scientific journals, articles, and other credible sources, then analyzed using content analysis to identify patterns, concepts, and relationships between technology and the strengthening of moderation values. The results indicate that the implementation of deep learning can transform Islamic education from a traditional rote-based model to a reflective, contextual, and interactive learning process. This technology enables the analysis of students’ thinking patterns and behaviors, the reinforcement of moderation values, character formation, and the development of moderate digital literacy in a personalized and adaptive manner. The integration of technology and spirituality in digital Islamic education creates transformative learning experiences that strengthen empathy, ethical awareness, and students’ reflective capacities. The study implies the importance of developing curricula, learning strategies, and teacher competencies based on artificial intelligence to produce a generation of students who are moderate, tolerant, and competent in facing the challenges of the digital era.

This study investigates the simultaneous and individual effects of School-Based Management (SBM), principal supervision, transformational leadership, and work culture on the performance of junior high school teachers in Serang City, Indonesia. Against the backdrop of the Merdeka Curriculum and the shift to hybrid learning in the post-pandemic era, the research addresses persistent challenges such as hierarchical school cultures and technological disparities. Employing a quantitative ex post facto approach, data were collected from 316 teachers across public and private schools through structured questionnaires, classroom observations, and document analysis. Multiple linear regression analysis reveals that SBM, principal supervision, transformational leadership, and work culture each have significant and positive impacts on teacher performance, with transformational leadership and work culture exerting the most substantial influence. The results demonstrate that 74% of the variance in teacher performance can be explained by these four organizational factors, underscoring their critical role in shaping pedagogical competence, classroom management, and professional development. The study further highlights the necessity for comprehensive managerial training, the integration of technology in supervisory practices, and the cultivation of collaborative and innovative work cultures. Practical recommendations include enhancing principal leadership capacity, fostering instructional supervision, and investing in digital infrastructure to support sustainable improvements in teacher performance. The findings contribute to the body of knowledge on educational management in Indonesia and offer actionable insights for policymakers, school leaders, and educators aiming to strengthen teacher effectiveness amidst ongoing educational reforms and digital transformation.

Natural Science (IPA) learning is an important foundation in developing students' scientific literacy, critical thinking skills, and scientific attitudes. However, the learning process still faces many challenges related to low learning interest, the dominance of conventional methods, and limited use of technology. This article aims to analyze the effectiveness of innovative approaches in science learning through a systematic review of 25 national and international journal articles published in 2020–2025. The systematic review method was carried out through the stages of identification, selection, data extraction, and thematic analysis. The results of the analysis show that the Problem-Based Learning (PBL), Inquiry-Based Learning (IBL), STEM Learning, and digital technology integration (PhET Simulation, mobile learning, gamification, blended learning) approaches have been proven to have a positive impact on learning outcomes, critical thinking skills, creativity, and student motivation. The thematic analysis resulted in four main themes: (1) strengthening critical thinking skills through PBL, (2) developing creativity and scientific literacy through IBL, (3) STEM integration to improve collaboration and scientific attitudes, and (4) utilizing digital technology for motivation and understanding abstract concepts. This study concludes that a combination of various innovative approaches is needed to make science learning more relevant to the demands of the 21st century.

The Community Service Program (Kuliah Kerja Nyata / KKN) of Universitas Tidar Group 23 in Giriwetan Village, Grabag District, Magelang Regency, was conducted for one month (July 3–August 3, 2025) with the aim of strengthening students’ interest in pursuing higher education at SD Negeri Giriwetan. This topic is important due to the low motivation of students in rural areas, influenced by economic limitations, lack of information, and insufficient environmental support. The study employed a qualitative method through observation, interviews, and documentation to describe the process and impact of the program. Activities included coloring and creating environmental-themed posters, song creation training using Artificial Intelligence (AI), and developing a “Tree of Hopes” containing students’ aspirations. The results indicate an increase in learning motivation, awareness of the importance of education, and interest in technology. The program proved effective through its creative and participatory approach, despite limitations in time and scope. These findings highlight the importance of sustaining similar structured programs to achieve broader and long-term impacts. Furthermore, the program was not only beneficial for students but also had a positive effect on teachers and the surrounding community. Teachers gained exposure to innovative teaching methods and technology-based learning media that can be adapted in future classes. Parents and community leaders became more aware of the role of family and environment in supporting children’s education. The collaboration between university students and local stakeholders created a sense of collective responsibility in shaping the younger generation. In addition, the integration of Artificial Intelligence as a learning tool sparked curiosity among students and introduced them to the relevance of technology in daily life. Although challenges such as limited facilities and short implementation time persisted, the program successfully demonstrated that creativity and participatory engagement could overcome such barriers.

Cahaya Amal Soleh Foundation is a social institution that focuses on community service through various institutional programs engaged in social, education, and community empowerment. However, a number of operational staff who do not have a financial background have difficulty in understanding and managing financial reports effectively. This study aims to assist staff through the On-the-Job Learning and Development Program (OLDP) themed Finance for Non-Finance with the SIAPIK (Islamic Boarding School and Social Charity Accounting Information System) application approach. The method used is a qualitative approach with a participatory model, involving direct training, transaction recording simulations, and evaluation of participant understanding. The results of the assistance showed a significant increase in staff understanding of basic accounting principles, transaction recording, and SIAPIK-based financial reporting. These findings indicate that a practical approach through an application based on the foundation's needs can improve the financial capacity of non-accounting staff. The implications of this activity reinforce the importance of digitizing the financial system of social organizations and the need for ongoing training for human resources so that accountable and transparent financial governance can be realized sustainably. In addition, the results of this program highlight that the integration of technology and participatory training can overcome barriers in financial literacy among non-finance staff. The SIAPIK application provides an accessible interface and structured modules that are easy to understand, thereby reducing the complexity usually associated with financial management. Staff who previously felt unconfident in processing financial transactions gradually gained competence and independence in applying accounting procedures. The training also fostered collaborative learning, where participants supported each other in solving case simulations, enhancing not only technical knowledge but also teamwork and problem-solving skills. Furthermore, the foundation’s management expressed that the program positively contributed to institutional performance by ensuring more reliable and transparent financial reporting.

Creative thinking skills are fundamental competencies to be nurtured in 21st-century learning, especially within science education. One promising approach to developing these skills is the use of an Etno-STEM integrated E-Module implemented through the Project-Based Learning (PjBL) model. The Etno-STEM integration seeks to link local wisdom and culture with the domains of science, technology, engineering, and mathematics, thereby creating meaningful, contextualized learning experiences. This study aims to investigate the impact of implementing an Etno-STEM integrated E-Module through PjBL on students’ creative thinking skills. The research employed a quasi-experimental design with two classes: an experimental group using the Etno-STEM integrated E-Module and a control group using cooperative learning strategies. Research instruments comprised both test and non-test tools. The test instrument included objective-reasoned questions aligned with four creative thinking indicators—fluency, flexibility, originality, and elaboration—while the non-test instrument involved structured observation sheets to monitor learning implementation. Data analysis demonstrated that the Etno-STEM integrated E-Module using the PjBL model significantly improved students’ creative thinking skills compared to conventional approaches. This finding highlights the potential of combining local wisdom with innovative instructional models as an effective and culturally responsive strategy for advancing science learning aligned with 21st-century educational demands.

This study investigates the effectiveness of Augmented Reality (AR) based activities in supporting vocabulary retention, motivation, and engagement in foreign language learning. A quasi-experimental design with a pre-test–post-test control group was employed, involving university students enrolled in English as a Foreign Language (EFL) courses. The experimental group engaged in AR-supported vocabulary learning, while the control group used conventional methods such as flashcards and text-based materials. Data were collected through vocabulary tests, motivation and engagement questionnaires, and classroom observations. The findings indicate that AR significantly enhanced vocabulary retention, with students in the experimental group outperforming those in the control group. AR also increased learners’ motivation by providing immersive and enjoyable learning experiences, and it fostered greater engagement as students actively interacted with digital media. These results support the integration of AR into language learning as an effective instructional approach that combines contextualization, interactivity, and gamification. The study contributes to the growing body of research on technology-enhanced learning and highlights the pedagogical potential of AR in modern language education.