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This classroom action research (CAR) aims to improve students’ English-speaking skills in formal communication contexts. The study focuses on second-semester students of the Business and Professional Communication Study Program at Politeknik Negeri Madiun in the 2024/2025 academic year. The main problem addressed is the students’ low ability to speak English formally and fluently. The objective is to determine whether watching YouTube videos can enhance students’ formal speaking performance. The research employed both qualitative and quantitative methods. Qualitative data were obtained from students’ performance scores before and during the implementation, while quantitative data were gathered through observations, questionnaires, and interviews to compare pre-test and post-test results. The intervention used several active viewing techniques, including active viewing, freeze framing and prediction, silent viewing, and reproduction activity. The findings indicate a consistent improvement in students’ speaking abilities across all research cycles. The average scores increased from 61.1 in the pre-test, to 63.6 in post-test Cycle I, 66.6 in Cycle II, and 70.0 in Cycle III. These results demonstrate that integrating YouTube videos with active viewing techniques effectively enhances students’ formal speaking competence. In conclusion, the use of interactive video-based learning can significantly support the development of English-speaking skills in formal contexts for vocational students.

The declining interest of students in joining organizations poses a challenge in character development and strengthening Pancasila values in higher education institutions. This study aims to investigate the causes of low student involvement in student organizations and to design strategies for strengthening the implementation of Pancasila values through organizational activities. A qualitative method is applied in this research through in-depth interviews with administrators, active members, and students with organizational experience. The data is then analyzed based on Albert Bandura's Social Learning Theory to understand the social learning process as a shaper of student behavior. The research findings reveal that the low interest in organizing is caused by several factors, namely lack of institutional support, limited facilities, and minimal recognition for active students. Nevertheless, the role of student organizations is crucial in fostering discipline, a sense of responsibility, cooperation, and the spirit of deliberation that reflects Pancasila values. Strengthening efforts can be carried out through improved institutional development, providing awards to active students, and implementing organizational programs based on national values and Pancasila character.

This article discusses the importance of learning evaluation, particularly in the affective domain, which not only functions as a measurement of learning outcomes but also makes a significant contribution to Guidance and Counseling (GC) services in schools. The affective domain, which encompasses students’ attitudes, values, motivation, and character, plays a major role in shaping their social and personal behavior. This study employs a literature review method by examining articles, journals, and national conference proceedings published between 2016–2025 that are relevant to affective evaluation and its implications for GC services. The findings show that affective evaluation can provide objective data regarding the development of students’ attitudes, which is highly useful for school counselors in designing appropriate counseling programs. In addition, the development of valid and reliable assessment instruments, along with the use of digital technology, has been proven to improve the effectiveness of evaluation while also supporting more accurate diagnoses of students’ problems. Therefore, collaboration between subject teachers and school counselors is key to optimizing the use of evaluation results in supporting students’ comprehensive development.

This study aims to develop interactive PowerPoint-based audio-visual learning media for Grade X Economics and to test its feasibility and effectiveness in improving student activity and learning outcomes. The method used is Research and Development (R&D) with the ADDIE model, which includes the stages of analysis, design, development, implementation, and evaluation. The research subjects consisted of students in grades X6 and X7 at SMA N 1 Ngluar and SMA Muhammadiyah 1 Muntilan. Data were collected through interviews, questionnaires, and learning outcome tests. The feasibility test results showed that the interactive PowerPoint media was considered very feasible to use, with an average score of 4.6 from subject matter experts, 4.8 from media experts, 4.45 from teachers, and 4.5 from students. The effectiveness test showed N-Gain Scores for activity and learning outcomes of 0.42 and 0.58, respectively, at SMA N 1 Ngluar and 0.44 and 0.55 at SMA Muhammadiyah 1 Muntilan. Thus, interactive PowerPoint media is effective in increasing student activity and learning outcomes in economics learning.

The purpose of this classroom action research is to improve students' ability to apply Indonesian language learning knowledge on short stories by implementing the Cooperative Integrated Reading and Composition model in grade IV of SDN 2 Manembo. The number of students in grade IV is 14 people. This research uses a classroom action research (CAR) method based on the inquiry learning method according to Kemmis and McTaggart (Aqib Zainal, 2016:64) and is implemented in two cycles. Each cycle consists of four stages, namely planning, action implementation, observation, and reflection. Qualitative data collection techniques are carried out through observation of learning activities, while quantitative data are collected from the results of LKPD. The data analysis technique uses the formula (Trianto, 2019:41) KB = T/Tt × 100%. Student learning outcomes in cycle I reached an average value of 70% with incomplete criteria, but increased in cycle II to 92% with complete criteria. In addition to improving learning abilities, students also feel more enthusiastic and active in participating in learning by implementing the Cooperative Integrated Reading and Composition model. It can be concluded that the implementation of the Cooperative Integrated Reading and Composition (CIRC) model can improve the reading comprehension skills of fourth-grade elementary school students.

This study aims to improve students' understanding of figurative language material through the application of the Bus Stop cooperative learning model combined with the Frayer Diagram media. The subjects of the study were sixth-grade students of Muhammadiyah 1 Bontang Elementary School. The method used was descriptive qualitative with observation, interview, and documentation techniques. The results of the study showed that the Bus Stop strategy encouraged active interaction between students, allowing them to discuss and provide feedback to each other. Meanwhile, the Frayer Diagram helped students map the concept of figurative language visually and systematically, thus facilitating their understanding of the four types of figurative language taught, namely personification, metaphor, hyperbole, and simile. The combination of these two methods proved effective, with 90% of students showing an increase in their ability to identify and construct figurative sentences. Based on these results, the study recommends the use of cooperative strategies combined with visual media as a more meaningful and enjoyable approach to learning Indonesian, and able to increase student engagement and understanding of figurative language material.

The lack of access to learning in schools leads to a decline in children's interest in studying. This has become a problem experienced by the children of Dusun Bulaya, Ilan Batu Uru Village, West Walendrang District, Luwu Regency, South Sulawesi Province. As a result, many children drop out of school. The lack of guidance and counseling at home and in school causes a decrease in children's motivation to continue learning. This issue underlies the activities that will be carried out by the community service program; these activities are conducted to educate and shape children's character so that they become more independent and optimal during their early educational years. Early childhood education plays an important role in forming the foundation of children's character and academic abilities. This study aims to explore the effectiveness of tutoring and counseling programs in improving the quality of education and the character of children at TK KRISTEN SETIA Bulaya. The method used is a descriptive qualitative approach, with the technique Observation, interviews, and documentation are used as data collection instruments. The research results indicate that tutoring programs can enhance students' basic academic understanding, while counseling services help develop positive attitudes, empathy, and discipline from an early age. Collaboration between teachers and parents is key to the success of this program. In conclusion, the integrated combination of tutoring and counseling significantly contributes to improving the quality of education and the character development of kindergarten children.         

Epistemology is a branch of philosophy that focuses on the nature, sources, methods, and limits of human knowledge. This article aims to examine the concept of epistemology within the context of the philosophy of science, its scope, and its relevance to the development of modern scientific thought. This study employs a descriptive qualitative approach using a literature review method thatdraws upon both classical and contemporary sources in the field of the philosophy of science. The findings indicate that epistemology encompasses four main domains: the sources of knowledge, the methods of acquiring knowledge, the validity and truth of knowledge, and the limits of human understanding. In the modern context, epistemology faces new challenges such as technological advancement, scientific interdisciplinarity, and the relationship between local and global knowledge systems. The practical implications of epistemology are also evident in education through constructivism, inquiry-based learning, and epistemological literacy. Therefore, a sound understanding of epistemology serves as a crucial foundation for developing an educational and scientific system that is critical, reflective, and contextually relevant.

This research is motivated by the low learning outcomes and activeness of class VII F students of MTs Darul Hikmah Tulungagung in Social Studies (IPS) lessons due to the use of monotonous lecture methods. The purpose of this study is to improve students' activeness and cognitive abilities through the application of board-based scrabble media. This research is a Classroom Action Research (CAR) which was carried out in two cycles with four stages: planning, implementation, observation, and reflection. The research subjects were 27 students, with data collection techniques through tests, observation, and documentation, and data analysis using average scores. Student activeness was observed based on learning activeness indicators, while cognitive abilities were measured through pre-tests and post-tests based on Bloom's taxonomy. The results of the study showed an increase in student activeness from 62% in cycle I to 87% in cycle II, as well as an increase in the average cognitive ability from 18.51% to 77.77%. These findings indicate that scrabble media is effective in improving students' activeness and cognitive abilities in IPS learning.  The implication is that game-based learning media can be widely applied to non-language materials to create more interactive and meaningful learning.

In the digital age, English Education students still face difficulties in developing Academic English Proficiency because classroom learning is still dominated by traditional methods that are less appealing to digital natives. This study aims to explore and evaluate the integration of TikTok Learning Games (TLG) as a gamification-based learning medium to improve EAP for students in the English Education Study Program at Medan State University. Using a qualitative approach with a limited Research and Development model, data was collected through open-ended questionnaires and digital observations on TikTok, then analyzed using thematic analysis. The results showed that after two weeks of implementing TLG, students experienced improvements in academic vocabulary, pronunciation, contextual understanding, learning motivation, and speaking confidence, with 80% of participants stating that learning felt more enjoyable and less boring. However, a small number of students did not show significant changes due to limited access to technology and inconsistent use. Overall, this study concludes that TLG is an effective and practical digital gamification strategy for improving English proficiency, and can be used as a reference for lecturers in developing social media-based learning innovations in higher education.

This study explores the educational (tarbiyah) dimensions in the Qur’an based on Surah Al-Mujadilah verse 11, focusing on achieving balance between intellectual, spiritual, and social aspects within Islamic education. The verse emphasizes that Allah elevates the ranks of those who believe and possess knowledge, highlighting the harmonious relationship between faith, knowledge, and social ethics in the learning process. The purpose of this study is to uncover the tarbawi values contained in the verse as a conceptual foundation for developing a holistic Islamic education framework. This research employs a qualitative method using a library-based study with a tafsir tarbawi approach, drawing upon classical sources such as Ibn Kathir and Al-Qurthubi, as well as contemporary literature on Islamic education. The findings reveal that Surah Al-Mujadilah verse 11 underscores the importance of integrating intellectual intelligence, spiritual depth, and social sensitivity as the core of educational development. These insights imply that Islamic education should not only prioritize knowledge acquisition but also foster moral character and spirituality as essential elements of lifelong learning.

This study aims to systematically examine the influence of digital literacy on the learning outcomes and 21st-century skills of high school students. The method used is a Systematic Literature Review (SLR) following the PRISMA guidelines. Data sources were obtained from various academic databases, including Google Scholar, ERIC, ScienceDirect, and SpringerLink, with publications ranging from 2019 to 2025. A total of 30 articles were selected based on predetermined inclusion and exclusion criteria. The analysis was conducted using a thematic approach to identify patterns, relationships, and the contribution of digital literacy to learning outcomes and the development of 21st-century skills, such as critical thinking, collaboration, communication, and creativity. The synthesis results show that digital literacy has a significant influence on improving learning outcomes and strengthening 21st-century competencies. This study emphasizes the importance of integrating digital literacy into secondary school curricula and teacher training to support effective 21st-century learning.

The study aims to produce a textbook called Basic Teaching and Learning Skills in the Aspect of Teacher Personality Competence Integrated with QR-Code to improve the quality of professional teacher competence. The study applied the Research and Development (R&D) methodology based on the ADDIE model. The findings indicated that there was high level of feasibility, including material expert validation 83.3, language validation 88.3 and student responses 95.5 which is categorized as very feasible. The results show that the implementation of the QR-Code can increase the level of interactivity to watch the videos, case studies, reflective materials that reinforce the level of conceptual knowledge and internalization of the characters. The findings synthesis is in accordance with Technological Pedagogical Content Knowledge (TPACK) and experiential learning theories, and technology is the reflective medium in personality development. It concludes that the QR-Code textbook is a productive, innovative, and topical medium to form teacher personality competence, which is consistent with the curriculum and the demand of transformation education digital. The product will help improve innovation in higher education by helping close the gap between the pedagogical content and digital literacy and providing adaptive and professional teachers to meet the demands of the 21st-century education.

This community service initiative was designed to increase students' enthusiasm for Arabic language instruction by applying singing techniques in co-curricular activities at Hasanka Islamic Elementary School. The program emerged in response to the low interest of students in learning Arabic, which was considered to be lacking in variety and uninteresting for elementary school children. The approach applied is Participatory Action Research (PAR), which emphasizes active participation between educators, students, and facilitators in all stages of the activity. This method is implemented through a repetitive cycle that includes planning, implementation, observation, and joint evaluation to ensure that each activity is appropriate to the needs of the students and the school environment. Data was obtained through field observations, in-depth dialogues with teachers and students, activity records, and post-instruction group discussions. Descriptive analysis was conducted to identify changes in learning behavior, engagement levels, and students' emotional responses to singing activities. The findings showed a significant increase in student motivation and participation in Arabic language learning. The findings show a significant increase in student motivation and participation in Arabic language learning. Themed songs help them remember vocabulary more effectively, improve simple communication skills, and create a more enjoyable learning atmosphere. Furthermore, students have taken the initiative to compose lyrics and lead study groups. Implicitly, the application of singing techniques has proven to be effective not only in improving linguistic competence, but also in building confidence, creativity, and cooperation in the elementary school environment.

This community service activity aims to provide insight and training to teachers and lecturers who are members of the Multimedia and Information Technology Professional Association (PPMULTINDO) regarding the use of the Quizizz application as a learning evaluation medium. The background of this activity is that there is a challenge for educators to continue to innovate in the digital era, but there are still obstacles in the form of a lack of introduction and insight into Quizizz, as well as the assumption that the development of technology-based evaluation media is complicated. This training was carried out online through the Zoom application with tutorial, guidance, and consultation methods. The results achieved are that the trainees gain basic understanding and skills in using Quizizz to support a more effective and interactive learning process. This activity is expected to motivate teachers and lecturers to develop technology-based evaluation media and contribute to the advancement of education in the future.

Education is a comprehensive process aimed at developing human quality, in which the success of learning largely depends on the implementation of appropriate instructional strategies. Learning strategies serve as a guide for educators in managing the interaction between teachers, learners, materials, and the learning environment to achieve educational goals effectively and efficiently. This study aims to describe the objectives of learning strategies in improving learning quality and to explain how relevant learning models can be applied based on students’ characteristics and learning contexts. This research employs a qualitative approach using a literature review method by analyzing various theories and previous studies related to learning strategies and educational quality improvement. The findings indicate that learning strategies play a central role in creating active, creative, and meaningful learning processes. The application of several models such as cooperative learning, inquiry learning, contextual teaching and learning, project-based learning, and discovery learning has been proven to enhance students’ motivation, engagement, and learning outcomes in cognitive, affective, and psychomotor domains. Therefore, systematically designed and adaptive learning strategies that focus on students’ potential are the key to improving learning quality and achieving comprehensive educational objectives.

This community service activity aims to foster children’s independence in worship through mentoring on the practice of ablution (wudhu) and prayer (sholat) at Madrasah Ibtidaiyah Al-Jihad. The activity was motivated by preliminary observations showing that most first and second-grade students already recognized the basic procedures of wudhu and sholat but still needed guidance in mastering the correct order of movements and recitations. Therefore, this mentoring program was carried out as an effort to develop students’ religious character from an early age through direct practice and habituation in the school environment. The implementation method used a participatory and educative approach consisting of several stages, including initial observation, collaborative planning with teachers, mentoring in wudhu and sholat practices, and final evaluation. The activity was carried out collaboratively among students, teachers, and university mentors, creating an active, interactive, and joyful learning atmosphere. The results showed a significant improvement in students’ independence and understanding in performing wudhu and sholat correctly. Students were able to memorize the sequence of wudhu, perform prayer movements more accurately, and worship with greater focus and discipline without constant supervision. Teachers also reported increased student awareness and consistency in performing daily prayers after the mentoring sessions. Overall, this program had a positive impact on fostering the habit of worship in the school environment and demonstrated that hands-on practice combined with exemplary guidance is an effective approach to instill religious values and build independent character in young learners

This community service activity was carried out in the form of the Studi Al-Qur’an Intensif (SAINS) program as an effort to empower Qur’anic literacy among students of Universitas Negeri Makassar. The program focused on improving the ability to read and write the Qur’an, considering that some students still lacked the skill to read properly and correctly according to the rules of tajwīd. The implementation methods included a preliminary test of Qur’anic reading and writing skills, intensive mentoring through study groups, the application of the talaqqī method, and periodic evaluation through a final test. The results showed a significant improvement in students’ ability to read and write the Qur’an, a strengthened understanding of basic tajwīd, and an increased spiritual motivation to become closer to the Qur’an. In addition, the program successfully fostered a collaborative and sustainable Qur’anic learning atmosphere within the campus environment. Thus, SAINS proved to be an effective means of empowering students’ Qur’anic literacy while instilling religious values as a provision for both academic and social life.

Generation Z is the first generation to grow up entirely in a digital ecosystem. Their adaptive, visual, and hands-on experience-oriented characteristics demand innovation in learning models. This article aims to examine the urgency of implementing a personalized learning approach in modern education as a response to the learning needs of Generation Z. The research method used is a library research review of a number of scientific literature and recent research reports relevant to the characteristics and learning strategies of Gen Z. The results of the study indicate that a personalized approach can increase motivation, engagement, and learning independence by adjusting the pace and learning style, and utilizing adaptive technology based on artificial intelligence (AI). Teachers act as mentors, providing personalized guidance and building empathetic relationships with students. The conclusion of this study confirms that personalized learning is not merely a pedagogical innovation but a strategic imperative to ensure the relevance of education in the digital age.  

The rapid growth of open-source software (OSS) in machine learning (ML) has intensified the need for reliable, automated methods to assess project quality, particularly as OSS increasingly underpins critical applications in science, industry, and public infrastructure. This study evaluates the effectiveness of a diverse set of machine learning and deep learning (ML/DL) algorithms for classifying GitHub OSS ML projects as engineered or non-engineered using a SMOTE-enhanced and explainable modeling pipeline. The dataset used in this research includes both numerical and categorical attributes representing documentation, testing, architecture, community engagement, popularity, and repository activity. After handling missing values, standardizing numerical features, encoding categorical variables, and addressing the inherent class imbalance using the Synthetic Minority Oversampling Technique (SMOTE), seven different classifiers—K-Nearest Neighbors (KNN), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Logistic Regression (LR), Support Vector Machine (SVM), and a Deep Neural Network (DNN)—were trained and evaluated. Results show that LR (84%) and DNN (85%) outperform all other models, indicating that both linear and moderately deep non-linear architectures can effectively capture key quality indicators in OSS ML projects. Additional explainability analysis using SHAP reveals consistent feature importance across models, with documentation quality, unit testing practices, architectural clarity, and repository dynamics emerging as the strongest predictors. These findings demonstrate that automated, explainable ML/DL-based quality assessment is both feasible and effective, offering a practical pathway for improving OSS sustainability, guiding contributor decisions, and enhancing trust in ML-based systems that depend on open-source components.