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Digital transformation in higher education has created a new paradigm in instructional interACTION, especially in the use of synchronous learning platforms. This study evaluates the strategy of choosing learning media between Zoom Meeting, Google Meet dan Microsoft Teams using the ACTION framework (Access, Cost, Technology, Interactivity, Organization, Novelty). This study is set against the background of academic adjustment policies at UIN Syarif Hidayatullah Jakarta, where lectures were moved to a full online format during the Ramadan period to support learning effectiveness and the solemnity of worship. The main focus of the research is to analyze the level of media inclusivity based on the burden of quota costs (cost) and the technological readiness of devices (technology) owned by students. The method used is a comparative study with a descriptive survey approach to active students. The results of the study are expected to provide recommendations for educators in choosing the most efficient and supportive platform for the economic and technical conditions of students in the digital transition period.

Islamic religious education at the Madrasah Diniyah level often relies on passive, one-directional teaching methods that reduce madrasah student engagement and long-term retention. This community service study aimed to improve the quality of Fiqh instruction at Madrasah Diniyah Al-Ishlah Kalirejo, Pasuruan, by implementing kinesthetic games, Small Group Discussion (SGD), and visual teaching aids within the framework of Kitab Mabadi’ Fiqhiyyah. A qualitative descriptive approach was employed through four participatory observation sessions, with visual documentation serving as primary data. The program was implemented in four thematic meetings covering funeral prayer procedures, tayammum, hajj simulation (tawaf), and najis classification. Findings indicate that kinesthetic games effectively reduced affective barriers and increased student focus, while the SGD model with a 1:8 mentor-to-student ratio enabled precise procedural correction for motor-based worship practices. The use of concrete teaching aids successfully transformed abstract Fiqh concepts into tangible, memorable knowledge. This study concludes that the integration of active learning methods, small-group mentoring, and visual media within traditional Islamic education settings can significantly enhance student engagement and comprehension. These findings offer a replicable pedagogical model for Madrasah Diniyah educators seeking to modernize instruction while preserving classical curriculum integrity.

Accounting students’ job readiness is a crucial issue in facing the demands of an increasingly digitalized professional world. This study evaluates the role of Accounting Information Systems (AIS) use, accounting competencies, and digital literacy in shaping student job readiness. A quantitative approach using survey method was applied to 153 accounting students at private universities in Surakarta City who had taken courses related to Accounting Information Systems. Data were analyzed using multiple linear regression. The study findings indicate that these three variables significantly contribute to job readiness. Individually and collectively, mastery of technical competencies and digital skills is positively correlated with increased student readiness to enter the workforce. This underscores the importance of integrating accounting skills and technological literacy into yhe learning process. This study was limited to accounting students at privet universities in Surakarta City, so the results cannot be broadly generalized to the entire accounting student population

The Early Childhood Education (PAUD) curriculum plays an important role in shaping young children’s learning experiences. However, in practice, there are still several challenges, such as a lack of meaningful learning and the suboptimal integration of nationalism values. Therefore, curriculum innovation is needed to incorporate approaches that align with children’s characteristics.This study aims to analyze and develop the concept of transforming the PAUD curriculum based on a multisensory music approach as an effort to strengthen nationalism values in early childhood. The method used is a library research approach by reviewing various sources, including scientific journals, books, and relevant previous studies. The data analysis technique is conducted descriptively and qualitatively through processes of organizing, categorizing, and interpreting data.The results of the study indicate that a multisensory music-based approach can enhance children’s engagement, participation, and understanding in learning. The integration of audio, visual, and kinesthetic elements has proven effective in stimulating children’s motor, cognitive, and affective development. In addition, the use of audio-visual media helps children understand nationalism values in a more concrete and meaningful way.In conclusion, transforming the PAUD curriculum through a multisensory music-based approach is an effective strategy to create enjoyable and holistic learning experiences while strengthening the internalization of nationalism values from an early age.

This study aimed to describe: (1) the development process of the Eksotika Pop-Up Book media on local wisdom material for fourth-grade elementary school students, (2) the validity of the media, (3) its effectiveness, and (4) students’ responses toward the media. This research employed a Research and Development (R&D) method using the ADDIE model, consisting of Analyze, Design, Development, Implementation, and Evaluation stages. The study was conducted at UPT SDN 256 Gresik. Data were collected through interviews, observations, validation questionnaires from media and material experts, student response questionnaires, and learning outcome tests. The results showed that the Eksotika Pop-Up Book media was feasible for use in learning activities, obtaining a media expert validation score of 95.31% and a material expert validation score of 93.75%, both categorized as very valid. The media and content were aligned with the learning objectives and supported students’ understanding of local wisdom traditions in Gresik, including Rebo Wekasan, Malam Selawe, Pasar Bandeng, Sanggring, Pencak Macan, and Damar Kurung. Therefore, the Eksotika Pop-Up Book is considered valid and feasible as an alternative learning medium for Grade IV IPAS learning.

This study aims to analyze the role of Islamic educational philosophy in shaping religious moderation among the younger generation and to identify challenges in its implementation. This research employs a qualitative approach using a library research method through content analysis of relevant literature and academic sources. The findings reveal that Islamic educational philosophy has a significant role in promoting the values of tawazun (balance), tasamuh (tolerance), i’tidal (justice), and wasathiyah (moderation) as the foundation of moderate religious attitudes and behaviors. The implementation of these values is reflected through curriculum integration, inclusive learning processes, and the development of a supportive school culture that encourages mutual respect and diversity. Nevertheless, several obstacles still hinder its effectiveness, including narrow religious understanding, low levels of digital literacy, the spread of radical narratives in social media, and limited teacher competence in implementing moderation-based education. Therefore, strengthening religious moderation requires synergy among philosophical concepts, educators, families, communities, and the national education system.

Fiqh learning in Madrasah Ibtidaiyah is often considered difficult and boring by students because the material is abstract and requires practical understanding. Therefore, a fun and easy-to-understand learning method is needed. This study aims to describe the application of joyful learning using pop-up book media in improving students' understanding of fiqh on ablution material in class II of Madrasah Ibtidaiyah Raudatul Jannah Tiris Probolinggo. This study is a descriptive qualitative study conducted with data collection techniques through observation, interviews, and documentation. The results showed that the use of pop-up book media was able to create a more lively and enjoyable learning atmosphere. Students looked more enthusiastic, focused, and active during the learning process. The display of three-dimensional images in the pop-up book helped students understand the sequence and procedures of ablution more clearly and made it easier for them to practice. Therefore, the use of a joyful learning approach combined with pop-up book media was able to create a fun learning atmosphere and improve students' understanding of the material.

This community engagement initiative was prompted by students’ limited understanding of how to package local content into educational products with economic value, as well as the suboptimal integration of entrepreneurial values into teaching. The aim of this initiative is to foster an entrepreneurial spirit among students through edupreneurship, developed in the form of an exhibition based on local product. The method employed was the Participatory Action Research (PAR) approach, which involved students as active participants in the training, production, and marketing of local products, as well as in the organisation of the exhibition. The activity began with training on the basic concepts of edupreneurship, product packaging, and marketing strategies. The exhibition showcased various creative products such as food & beverage, eco bodycare, eco living style, and fashion accesories featuring local product motifs. This activity successfully enhanced students’ capacity for critical thinking, innovation, and productive collaboration. An entrepreneurship talk show held concurrently further strengthened students’ motivation and entrepreneurial insights. The results of the activity demonstrated that the management  exhibition effectively served as a medium for transforming local product such as food & beverage, eco bodycare, ecoliving style, fashion accesories learning into a contextual, practical, and economically valuable experience through the edupreneurship approach.

This study aims to explore issues faced by students and the contribution of guidance and counseling (BK) services in addressing various challenges at MTSN Cirebon. The issues studied include low levels of discipline, school withdrawal behavior, lack of learning motivation, and smoking habits among students. This study employed a qualitative, descriptive approach. Participants in the study consisted of BK teachers, students, and student organizations (OSIM and MPK) selected using a purposive sampling technique. Data were collected through in-depth interviews, observation, and documentation. Data analysis was conducted using an interactive model involving data reduction, data presentation, and conclusion drawing. Its validity was tested through triangulation of sources and techniques. The findings of this study indicate that the issues faced by students are influenced by internal and external factors, such as lack of self-awareness, low learning motivation, environmental impacts, and excessive use of social media. BK services play a vital role in addressing these issues through preventive and curative approaches, as well as collaboration between teachers, students, parents, and school organizations. In addition, consistent discipline, engaging learning methods, and monitoring of student behavior are also crucial elements in problem-solving efforts. This research confirms that resolving student issues requires a comprehensive and collaborative approach across all parties within the school environment. Guidance and counseling services play a strategic role in supporting students in overcoming challenges and developing their full potential.

This study is motivated by the importance of understanding the visual characteristics of drawings produced by children aged 10–11 years within the context of non-formal learning. Children’s drawings not only represent objects but also reflect stages of visual development and learning experiences. This research draws upon theories of children’s artistic development and visual analysis in fine arts. The study employs a descriptive qualitative method with a visual analysis approach. The subjects consist of children aged 10–11 years who participate in private drawing lessons. Data were collected through observation, documentation of students’ artworks, and brief interviews with the instructor. The findings indicate that variations in drawing outcomes are influenced by the duration of learning, practice habits, and the teaching methods applied. Furthermore, the study reveals that children’s ability to produce simple realistic drawings is shaped by their learning experiences and instructional guidance during the learning process, resulting in diverse visual characteristics that remain within a developmental stage.

Various studies indicate that mathematics learning in schools is still dominated by teacher-centered methods that emphasize abstract concepts, resulting in limited connection to real-life contexts and low student engagement. Therefore, innovative learning approaches are needed to bridge mathematical concepts with real-world experiences while encouraging active student participation. This community service activity aims to enhance students’ conceptual understanding and creativity through the use of innovative mathematics teaching aids within a participatory approach. The method employed is descriptive-implementative, consisting of needs analysis, training implementation, and evaluation stages. Data were collected through concept understanding tests, mathematical creativity tests, observations, and interviews, and were analyzed using both quantitative and qualitative approaches. The results show an improvement in students’ conceptual understanding as well as the development of mathematical creativity, indicated by increased fluency, flexibility, and originality in problem-solving. In addition, students’ active participation in the learning process significantly improved. The use of teaching aids proved effective in creating more meaningful learning experiences through direct interaction with mathematical concepts. In conclusion, the use of mathematics teaching aids in participatory-based learning is effective in improving the quality of learning, particularly in terms of students’ conceptual understanding and creativity.

Student dropout in higher education remains a persistent socioeconomic challenge, yet many predictive models reported in the literature are methodologically compromised by randomized cross-validation schemes that introduce temporal data leakage and artificially inflate predictive performance. This study proposes a longitudinal prescriptive learning analytics framework integrating three complementary methodological components: a Leave-One-Cohort-Out (LOCO) temporal validation protocol, a hybrid SMOTE-ENN class balancing strategy, and temporal velocity feature engineering derived from Learning Management System (LMS) behavioral trajectories. The framework was evaluated on a longitudinal dataset comprising 464,739 enrollment records and 77 features. Five predictive algorithms—XGBoost, LightGBM, CatBoost, Random Forest, and Logistic Regression—were comparatively assessed on a strictly isolated blind holdout cohort (2022), with CatBoost emerging as the champion estimator, achieving a PR-AUC of 0.8859, a Macro F1-Score of 0.9143, and the lowest Brier Score (0.0221), thereby demonstrating superior calibration and discriminative capability under severe class imbalance (93:7 ratio). Comprehensive ablation analysis revealed that temporal velocity features function not merely as additive predictors, but as a structural prerequisite enabling Synthetic Minority Oversampling Technique with Edited Nearest Neighbors (SMOTE-ENN) to generate high-quality synthetic boundary instances; removing these features reduced minority-class precision from 0.8302 to 0.6721. To operationalize predictive outputs into actionable intervention pathways, Diverse Counterfactual Explanations (DiCE) were implemented under a three-tier causal constraint architecture on 96 borderline high-risk students, generating 384 feasible intervention scenarios exclusively targeting forward-looking behavioral velocity metrics without constraint violations. Collectively, these findings advance the paradigm of prescriptive learning analytics by providing educational institutions with interpretable risk diagnostics and operationally feasible intervention guidance grounded in empirically validated behavioral and temporal dynamics.

This study starts from the observation that Christian education is still often delivered in a one-way, top-down manner. As a result, learners are less actively engaged in understanding their faith and social lives. Paulo Freire’s ideas on critical education offer an approach that emphasizes dialogue, participation, and social change. This study aims to examine Christian educational theology through Freire’s perspective and to explore how his ideas can be applied in learning processes. A qualitative approach was used, employing library research methods—reading, note-taking, and analyzing written sources related to Freire’s thought and Christian educational theology. The findings indicate that Freire’s approach can shift education from teacher-centered to learner-centered. Learning becomes more dialogical, encouraging critical thinking and deeper understanding of reality. Christian education then focuses not only on knowledge of faith but also on character development and spiritual life. Consequently, Christian education should be developed to be more open, participatory, and dialogical through activities such as group discussions, open Q&A sessions, and faith reflection. This enables learners to grow in faith while developing stronger social awareness. Future research is recommended to study the direct application of Freire’s ideas in Christian educational institutions.

This research is motivated by the urgency of integrating humanistic values into literature learning for character building among students, as well as the lack of scientific studies that thoroughly examine the novel ‘3726 MDPL’ by Nurwina Sari. The purpose of this research is to identify and analyze the humanistic values contained in the novel and to describe its relevance as teaching material in high schools. The study employs a qualitative descriptive method with a case study design, where data is collected thru content analysis and documentation techniques, and then analyzed using the interactive model of Miles, Huberman, and Saldana. The research results show that there are six forms of humanistic values in the novel, namely respecting others opinions, cooperation, caring for others, helping each other, solidarity, and self-sacrifice. These values have significant pedagogical relevance as teaching materials in high school literature because the align the Indonesian Language Learning Outcomes Phase F and the Pancasila Student Profile, particularly in the dimensions of mutual cooperation and global diversity, thus making them an effective medium for fostering empathy and social sensitivity among students.

Teacher professionalism is a key factor in improving the quality of education, especially in the context of rapid changes that demand continuous competency development. Therefore, sustainable professional development for teachers has become an essential need. This article aims to examine strategies for developing teacher professionalism through reflection and the implementation of best practices in learning. The method used is a literature study with a descriptive qualitative approach, by analyzing various sources such as scientific journals, books, and relevant articles. The results show that reflection plays an important role as a means of self-evaluation that helps teachers continuously improve the quality of learning, while best practices provide concrete examples of effective and innovative teaching practices. Reflection enables teachers to identify strengths and weaknesses in their instructional processes, thereby encouraging continuous improvement and adaptive teaching strategies. Meanwhile, best practices serve as a reference for implementing evidence-based and student-centered learning approaches that can enhance classroom engagement and learning outcomes. The integration of reflection and best practices is proven to strengthen teachers' competencies holistically by combining critical self-assessment with proven pedagogical strategies. This synergy also supports collaborative learning among educators and encourages the sharing of effective teaching experiences. Thus, sustainable teacher professional development can be achieved through the consistent application of these strategies, ultimately contributing to improved educational quality and more effective learning environments in schools.

This study aims to analyze the implementation of group guidance services in developing alpha girl characteristics among senior high school (SMA) female students. The method used is a literature review by examining various relevant sources, including books and scientific journals published within the last five years. The findings indicate that group guidance plays a significant role in shaping alpha girl characteristics through social interaction, group dynamics, communication skills, and participatory learning experiences. Through the stages of formation, transition, core activities, and termination, students gradually experience improvements in self-confidence, independence, leadership ability, and the courage to express themselves in social settings. This developmental process does not occur instantly but emerges through repeated experiences supported by a conducive group environment, effective facilitation from counselors, and continuous self-reflection. In addition, peer feedback within the group contributes to strengthening personal awareness and emotional maturity. Therefore, group guidance services can serve as an effective and systematic strategy in supporting the development of alpha girl characteristics among senior high school female students.

The development of digital technology in the Society 5.0 era presents both challenges and opportunities in history teaching, particularly regarding teachers’ ability to integrate technology and adapt to changes in students’ learning styles. This study aims to analyse the challenges faced by teachers and the strategies employed in digital-based history teaching. The method used is a Systematic Literature Review (SLR) employing the PRISMA approach, involving the stages of identification, screening, eligibility assessment, and inclusion of scientific articles published between 2020 and 2025. From the selection process, 25 relevant articles were identified for qualitative descriptive analysis. The findings indicate that teachers’ digital literacy levels remain at a moderate level and are unevenly distributed, thereby affecting the sub-optimal integration of technology into teaching. Furthermore, changes in students’ learning styles which are increasingly technology-oriented require more interactive and contextual pedagogical innovations. On the other hand, the use of digital media has proven capable of enhancing student motivation and learning outcomes, although this is still hindered by limitations in infrastructure and teachers’ technical competencies. The abundance of historical information on the internet also poses challenges regarding the validity of sources, thus necessitating the strengthening of digital literacy and critical thinking. The implications of this research underscore the importance of the ongoing development of teachers’ digital skills, the improvement of educational facilities, and the implementation of innovative teaching models to ensure that history teaching becomes more relevant and effective, and is capable of fostering critical thinking skills in pupils in the digital age.

The use of AI in today’s era has significantly expanded across various sectors of life, including the education sector. The use of AI in education is quite helpful in improving the quality of learning by providing innovative teaching materials, real-time feedback, and fostering student creativity; however, in practice, there are numerous instances of misuse of AI, such as for criminal activities. Such practices are clearly counterproductive to the learning process and threaten the quality of the nation’s future generations. The objective of this community service initiative is to deepen students’ understanding of AI from a legal perspective and to enhance the quality of learning. The methods employed include participatory-based education, encompassing lectures, Q&A sessions, and statements of commitment. The results of this community service initiative include an enhanced understanding of AI and its proper use. Additionally, students have committed to using AI ethically, in accordance with existing legal frameworks, and with a focus on improving the quality of learning without compromising their foundational and social skills, so that in the future they can compete effectively both nationally and internationally.

National milkfish aquaculture production in 2024 reached 792,864 tons, highlighting the strategic role of this commodity in supporting the economy of coastal communities. central java,as one of the main contributors, has significant potential for pond development, including in Ujungwatu Village, Jepara Regency. However, pond management still faces challenges regarding human resource (HR) quality and the optimal utilization of technology. This community service program aims to enhance students’ capacity through outreach and training on Internet of Things (IoT)-based milkfish pond development as an effort to strengthen HR at the Sidomaju 2 SME. Implementation methods include the stages of observation and problem identification, work program planning, WebGIS design, IoT outreach and implementation, and evaluation. The materials covered included an introduction to IoT concepts based on ESP8266, pond monitoring, milkfish feed management, and the implementation of WebGIS as a digital mapping system for the Kalingga milkfish ponds.The activity was attended by 20 students from MA NU Ujungwatu and was conducted in a participatory manner through experiential learning. The results of the activity demonstrated an increase in students’ understanding of the application of technology in milkfish farming, as well as heightened awareness of the importance of efficient and sustainable pond management. The main output of the program is the Kalingga Milkfish Pond WebGIS, which can be utilized as a digital medium for education and monitoring of pond areas. This program contributes to improving students’ technological literacy while supporting the strengthening of pond operational systems based on digital innovation.

In the field of education, cheating remains a critical issue of academic dishonesty. This phenomenon does not merely affect students' grades but also obstructs the development of core character values, including integrity, responsibility, and independence in the pursuit of knowledge. This article aims to analyze the factors influencing cheating behavior and evaluate various forms of intervention from the perspective of early detection of problematic behavior. This study employs a literature review method, examining 20 relevant scientific articles published between 2021 and 2026. The findings reveal that cheating behavior is influenced by internal factors such as self-efficacy, self-control, self-confidence, religiosity, and self-esteem as well as external factors, including peer conformity, parental pressure, the learning environment, and evaluation systems. Effective interventions include group counseling services, classical guidance, modifications to evaluation systems, and the utilization of Artificial Intelligence-based technology to detect potential academic fraud. Consequently, efforts to prevent cheating behavior require a multidimensional approach involving students, teachers, parents, and school policies to cultivate an academic culture of integrity.