Publication Search

This study aims to synthesize the relationship between learning styles and instructional media in optimizing 21st-century skills among Diploma Three (D3) vocational students. The research employed a simple literature review method by analyzing 20 national and international journal articles published between 2018 and 2024. The results reveal that the alignment between learning styles (visual, auditory, kinesthetic) and the types of instructional media significantly influences the development of critical thinking, creativity, communication, and collaboration skills. Technology-based media, such as interactive videos, learning management systems (LMS), and virtual simulations, effectively accommodate diverse learning preferences while enhancing students’ motivation and engagement. Furthermore, integrating such media not only supports individual learning needs but also fosters a more dynamic and inclusive educational environment. The study concludes that integrating learning styles with digital-based media serves as an effective strategy to produce competent and adaptive vocational graduates who are well-prepared to face the challenges of Industry 4.0 and Society 5.0.

This systematic literature review examines the effectiveness of game-based learning (GBL) interactive e-modules in improving students' learning concentration. The study synthesizes the findings from eight research articles published between 2012 and 2025. The analysis reveals that GBL-based e-modules significantly enhance learning motivation, with validity rates ranging from 90% to 99%. Additionally, the use of interactive platforms such as Wordwall, Gimkit, and other digital tools effectively supports various learning styles, particularly visual and kinesthetic learners. The review highlights that student engagement levels improve significantly, ranging from 67.42% to 87.12%. Furthermore, these e-modules positively impact learning outcomes, providing a more engaging and interactive approach to education. By integrating gamification elements, the e-modules create a dynamic and motivating learning environment that fosters better concentration and focus among students. The review concludes that GBL-based e-modules are an effective educational strategy, particularly in geography education at the high school level. These tools not only engage students in a fun and interactive manner but also improve their ability to focus, leading to enhanced learning experiences. As a result, incorporating GBL-based e-modules in educational practices can contribute to better learning concentration and overall academic performance.

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.  

Fraud detection on payment transactions is an extremely imbalanced, high-stakes classification task in which deployment decisions depend not only on ranking quality but also on reliable probability estimates. We study credit card fraud detection on a standard real-transaction benchmark (284,807 transactions; 492 frauds) and target two deployment requirements: cost-sensitive thresholding under asymmetric error costs and reliability calibration so model outputs can be interpreted as stable risk scores. We benchmark logistic regression and XGBoost and propose a focal-proxy reweighting scheme for boosted trees via iterative weight updates inspired by focal loss. Probabilities are calibrated on validation using Platt scaling, temperature scaling, and isotonic-style monotone calibration; the best calibrator is selected by minimum validation Brier score. For decision-making, we choose the operating threshold that minimizes expected cost, Cost(t) = 10 · FN(t) + 1 · FP(t), on validation, then evaluate on a held-out test set. On the benchmark split (train 199,364; validation 42,721; test 42,722), the calibrated XGBoost baseline achieves AUROC 0.973, AUPRC 0.812, fraud-class F1 0.767, and expected cost 154 with very low calibration error (ECE = 1.1 × 10⁻⁴). Overall, calibration reduces ECE and improves or maintains the Brier score, while cost-aware thresholding makes the FN/FP trade-off explicit via decision curves. 

This study aims to examine the effectiveness of implementing a descriptive writing learning model based on digital literacy and local wisdom in improving writing skills, learning motivation, and cultural character among junior high school students. Employing a descriptive qualitative approach with a case study design, the research was conducted at SMP Negeri 2 Kroya, Cilacap Regency, during the 2025–2026 academic year. Data were collected through participatory observation, in-depth interviews, and document analysis, and were subsequently analyzed using the interactive model developed by Miles, Huberman, and Saldaña. The findings indicate that the application of this model effectively enhances students’ writing abilities in terms of content, structure, language style, and digital literacy ethics. The integration of digital technology fosters the development of cognitive, technical, and social literacy, while the reinforcement of local wisdom cultivates cultural awareness, regional identity pride, and reflective thinking skills. Writing activities evolved into collaborative and creative processes that combine cultural exploration with the ethical use of digital technology. From a pedagogical perspective, this model aligns with the principles of deep learning promoted by the Kurikulum Merdeka and contributes to strengthening the Eight Dimensions of Graduate Competencies, particularly in critical reasoning and problem-solving, creativity and innovation, collaboration and mutual cooperation, as well as the development of the Pancasila student profile and global citizenship. Therefore, the descriptive writing learning model based on digital literacy and local wisdom can be regarded as an innovative strategy in Indonesian language education to realize a contextual, reflective, creative, and culturally grounded learning process.

Learning evaluation is an important element in the educational process because it allows us to determine the extent to which students have achieved their competencies and helps improve the quality of learning. Objective tests are considered relevant because they can measure students' thinking abilities efficiently and systematically. However, in PAI learning, there are challenges because what is assessed is not only knowledge, but also understanding, attitudes, and actions in religion. This study aims to analyze the application of objective test instruments in evaluating PAI learning at SMA Negeri 1 Jetis Bantul, including how teachers create questions, the difficulties they encounter, and the impact on students. This study uses a qualitative approach with interview, observation, and documentation techniques, then content analysis is used to analyze the results. The findings indicate that teachers have applied HOTS-based questions in accordance with the principles of the Merdeka Curriculum. However, students still have difficulty understanding long narrative questions, and objective instruments are not appropriate for assessing affective aspects. In general, students respond positively, but their learning style tends to be instant, relying solely on question outlines. To achieve holistic educational goals in line with the Pancasila Student Profile, continuous innovation is needed in the development of objective testing instruments that are capable of comprehensively measuring cognitive, affective, and psychomotor aspects.

The role of technology in revitalizing expository learning strategies in the 21st century. Expository learning strategies are direct teaching methods by teachers with verbal explanations of material, which are effective in conveying factual information but have been criticized for not stimulating critical thinking and not catering to the variety of student learning styles. This study examines how the integration of digital technology and active learning approaches can improve the effectiveness and engagement of students in expository learning. The use of multimedia, digital platforms, and learning management systems (LMS) opens up opportunities for more interactive and collaborative teaching. However, challenges such as unequal access to technology and the management of digital learning must be addressed so that technology can optimally improve the quality of teaching. Curriculum revitalization is also important to align education with industry needs and technological developments, emphasizing the development of practical skills and digital literacy so that graduates are ready to compete in the global job market. This study provides analysis and suggestions for education practitioners to implement more adaptive and effective expository learning strategies in today's digital era.

Christian Religious Education (PAK) plays a strategic role in instilling foundational faith and moral values in children from an early age. Through the VAK learning style ( Visual, Auditory, and Kinesthetic). In the context of modern education, PAK functions not only as a medium for delivering biblical teachings but also as a framework for character formation that aligns with children’s developmental needs. This study aims to analyze the role of PAK as a means of shaping faith and moral values, as well as to describe how PAK learning practices strengthen children’s spiritual growth through modeling, habituation, and learning interactions relevant to their daily lives. This qualitative research employs a descriptive approach, with data collected through literature studies, limited observations, and reflections on field experiences. The findings indicate that contextually designed PAK learning significantly influences children’s ways of thinking, behaving, and acting. The integration of school, family, and church further reinforces the impact of PAK as a spiritual foundation and moral guide in everyday life. This study emphasizes that PAK is not merely the transmission of religious content but a process of value internalization that directs children toward a life of faith, strong character, and responsibility.

The development of digital technology has made social media an integral part of children's lives, including students of Madrasah Ibtidaiyah (MI). This study aims to explore the impact of social media on the language patterns of class 5C students at MI Hasyim Asy'ari. Using a qualitative method with a case study approach, data were obtained through semi-structured interviews and participant observations of 14 students who regularly access social media. The findings show that platforms such as TikTok, Instagram, and YouTube are the main sources of new vocabulary acquisition, such as the terms "kepo", "narsis", and "anjir". These words reflect changes in students' language styles that are increasingly informal and often deviate from standard Indonesian language rules. Although social media can contribute to enriching vocabulary and increasing children's interest in communicating, negative impacts such as the dominance of slang, misuse of meaning, and reduced concern for the correct use of Indonesian are also very real. Therefore, the role of educators and parents in supervising and directing the use of social media is very important. The language learning curriculum in schools needs to be adjusted to the development of the digital era without abandoning appropriate linguistic values. With the right strategy, social media can be used as a useful language learning tool without reducing the essence of Indonesian as a national identity.

This study aims to analyze the influence of parenting styles on the cognitive development of early childhood children at KB AN-Nisa, South City District, Gorontalo City. The background of the study highlights that some children face difficulties in recognizing shapes, colors, and numbers, which are critical components of early cognitive development. A quantitative research approach was employed, utilizing observation and documentation techniques, involving a sample of 5 children out of a total of 35 students. The study explores how different parenting styles, including authoritarian, permissive, and democratic, impact the cognitive development of young children. The results demonstrate significant variations in cognitive abilities among children, influenced by the type of parenting they receive. Specifically, children raised in a responsive and supportive environment tend to show better cognitive development, particularly in areas such as shape and color recognition. These findings emphasize the crucial role of parenting style in providing cognitive stimulation for early childhood. They also highlight the importance of collaboration between parents and schools to optimize the cognitive development of young children, suggesting that a balanced, supportive approach to parenting can positively influence children’s learning outcomes. Therefore, this research contributes to understanding the connection between parenting and cognitive development in early childhood.

Parenting style in adolescents with hedonism behavior: Nowadays developments continue to occur so that many changes in technology and learning appear, one of the behaviors that is happening nowadays is hedonism behavior. One that can influence hedonistic behavior is parenting style. Parenting is one of the things that influence how a child's behavior. Hedonism is one of the behaviors of a child that can be caused by how parents raise a child. The purpose of this literature review is to find out what parenting styles lead a child to have hedonistic behavior. The method used is a literature review. The articles used in conducting this literature range from 2017-2022 which were searched for by the online research database. There are several types of parenting styles applied by parents. This study also explains what is the relationship between parenting style and the hedonistic behavior of a child. The results of research that hedonism behavior in a child can be caused by permittive and authoritative parenting styles. If the permittive and authoritative parenting style is high, the possibility of a person's hedonistic behavior will also increase.

This community service activity aims to help teachers and education staff manage burnout while improving the ability of the 4Cs (Creativity, Critical Thinking, Communication, and Collaboration) in the school work environment. The training was held at SMP Muhammadiyah 2 Banjarbaru with the involvement of 11 participants, using a participatory approach that included interactive lectures, group discussions, reflections, and role play simulations. The main objective of this activity is to build the adaptive capacity and psychological well-being of educators through strengthening 21st century skills. The evaluation was carried out by comparing burnout scores before and after the training. The results showed a significant decrease in the average burnout score from 71.6 to 57.4, or by 14.2 points. This decline reflects an improvement in participants' psychological well-being and adaptive ability in the face of work pressure. In addition, training also has a positive impact on improving creative thinking, collaborative, and positive communication skills in the context of school work. These findings show that participatory-based interventions are effective in building a healthier and more productive work environment for educators. This activity recommends replicating similar training in other educational institutions as a preventive and promotive strategy to overcome burnout and strengthen teachers' professional competence in facing contemporary educational challenges.

This community service program aimed to enhance the understanding and skills of teachers and educational staff in implementing anti-bullying classroom management to create a safe and effective learning environment at SD Negeri Pasar Lama 6 Banjarmasin. The training consisted of four stages—preparation, implementation, application, and evaluation—and applied a participatory approach through interactive lectures, case studies, group discussions, and role-play simulations. The evaluation showed significant improvement in participants’ competencies, with the average score increasing from 59.78 (pre-test) to 87.17 (post-test), a gain of 27.39 points. Participants’ satisfaction also reached an average score of 4.78, categorized as excellent. These results demonstrate that the Anti-Bullying Classroom Management Training effectively improved teachers’ ability to prevent and handle bullying cases, while also enhancing classroom learning effectiveness and promoting a positive and collaborative school climate.

This study aims to comprehensively describe the implementation of differentiated learning in classroom management and analyze its impact on students’ learning outcomes, particularly in mathematics subjects. The research method employed is a literature review by examining various scholarly sources such as national and international journals, educational textbooks, and relevant research articles. The findings indicate that differentiated learning is a pedagogical approach that places students at the center of the learning process by accommodating individual differences in terms of readiness, interests, and learning styles. This approach has proven effective in enhancing students’ motivation, active engagement, and conceptual understanding of mathematical content. Although its implementation presents several challenges, including classroom management complexity, time constraints, and limited learning resources, numerous studies report significant improvements in post-test scores, learning activities, and overall learning achievement following the application of differentiated learning strategies. Therefore, differentiated learning can serve as a strategic solution to create an inclusive, adaptive, and learner-centered educational environment, ultimately improving the quality of teaching and learning, especially in mathematics education.

This study aims to analyze the variation skills possessed by students of the Religious Arts Education program in the Microteaching course at the State Christian Institute of Theology (IAKN) Kupang in 2025. This research is descriptive qualitative, aimed at exploring and understanding the basic skills of applying variations implemented by students as prospective teachers. The analysis not only provides a general overview but also reveals the complexity of the basic skills applied in teaching practice. The results of the study show that out of seventeen students who conducted microteaching practices, 90% of them understand and master the skills of applying variations, particularly in teaching style variations such as the use of voice variation, attention focusing, and silence. This study also found that a dynamic teaching style can enhance student engagement. Furthermore, variations in the use of media and teaching materials, including those that can be seen, heard, and touched, provide a more comprehensive learning experience for students. This research is expected to contribute to the development of students' teaching skills in the future.

This study aims to describe students’ mathematical critical thinking skills in terms of their learning styles based on the VARK model (Visual, Auditory, Reading/Writing, and Kinesthetic). The research employed a descriptive qualitative approach involving four seventh-grade students of SMP Negeri 9 Gresik, each representing one type of learning style. Data were collected through a learning style questionnaire, a mathematical critical thinking test based on Facione’s indicators, and in-depth interviews to strengthen the analysis. The results revealed that each learning style demonstrates distinct characteristics of critical thinking. Visual learners excelled in interpretation and self-regulation, auditory learners performed well in evaluation and verbal explanation, reading/writing learners showed strength in analysis and written reasoning, while kinesthetic learners were better in concrete activities but weaker in evaluation and inference. Overall, interpretation and analysis indicators were more dominant than evaluation and inference. These findings highlight the importance of implementing differentiated instruction aligned with students’ learning styles to foster optimal and comprehensive development of mathematical critical thinking skills.

This study aims to analyze the perception of prospective teachers toward authoritarian teaching styles in elementary schools, focusing on two potential impacts: the formation of discipline and the emergence of fear in students. The research employs a descriptive qualitative approach using in-depth interviews with prospective elementary school teachers to explore their perceptions of the effectiveness and risks of authoritarian teaching styles in classroom management. Data were collected through direct interviews with 12 prospective teachers who shared their experiences, observations, and reflections on how this approach may influence student behavior and the learning environment. The findings reveal that prospective teachers view authoritarian teaching styles as effective in fostering discipline, order, and obedience among students. However, they also express concerns about the potential negative effects, such as fear, reduced student comfort, and limited participation in class activities. These perceptions highlight the need to balance discipline and psychological safety in elementary education, ensuring that teaching methods support both academic structure and emotional well-being.

Mathematical problem-solving skills are essential for students to face academic challenges and real-life situations. However, the 2022 PISA results and preliminary observations at MTs Negeri 1 Kota Semarang indicated that these skills were still low, particularly in the topic of Linear Equations in Two Variables (SPLDV). This study aimed to develop a flipbook-based teaching material integrated with differentiated learning by considering students’ learning styles (visual, auditory, and kinesthetic), and to examine its feasibility, readability, effectiveness, and students’ responses. This research employed the Research and Development (R&D) method using Borg & Gall’s model with eighth-grade students of MTs Negeri 1 Kota Semarang as the subjects. Data were collected through observation, interviews, questionnaires, documentation, and pretest-posttest. Data analysis was conducted qualitatively (expert and practitioner validation) and quantitatively (feasibility and readability tests, effectiveness tests using one-sample t-test, independent t-test, paired t-test, N-Gain, and individual mastery test using Actual Mastery Threshold/BTA). The findings showed that the flipbook was highly feasible (91.20%) and very readable (92.10%). The developed teaching module received very good validation (88.75%), while the test instrument demonstrated good to very good validity, reliability, difficulty level, and discrimination power. The experimental class average score increased from 49.12 (pretest) to 67.35 (posttest), while the control class rose from 48.82 to 53.53. Statistical tests revealed significant differences (p < 0.001), with an N-Gain score of 0.73 (high category). In addition, individual mastery was achieved based on BTA, and classical mastery was met since more than 75% of students scored above the minimum criteria. Thus, the developed flipbook-based differentiated learning material was feasible, comprehensible, effective in improving mathematical problem-solving skills, and received very positive responses from students. Keywords: Differentiated Learning; Flipbook; Learning Styles; Mathematical Problem-Solving.

In teaching mathematics subjects, a teacher must be competent in designing innovative learning materials so that they can develop students' potential, which is expected to affect their learning outcomes and which is one of the influencing factors in student success in mathematics lessons is learning style. This study applies a descriptive method. The purpose is to describe the form of learning difficulties experienced by grade VIII students at MTs SA Al Murtadho Kedungwaru in learning mathematics on phytagoras theorem material referring to aspects of each student's learning style. In determining a subject in a study, it is carried out using the purpose sampling technique. There are three learning styles that will be studied further in this study, namely visual, auditorial, and kinesthetic learning styles. The research subjects of six students were taken representatives from a total of 34 students, in each class two representatives will be taken for those who have a visual learning style, two students also with an auditorial learning style, and two more students with a kinesthetic learning style. The techniques used to obtain the necessary data will be distributed questionnaires, test questions, interviews with students, and documentary evidence. This study applies two ways by comparing data from observation results with interview results and will also compare a person's assessment with various points of view with other people's perspectives. The results found in the study stated that there are difficulties in students including difficulties in understanding concepts, problems, and answering questions related to the Pythagorean theorem. So teachers need to find a learning style that is suitable for each student in order to help students understand the material so that students can solve the questions given appropriately.

Learning style theories have long been used to understand individual differences in learning processes. Models such as VAK (Visual, Auditory, Kinesthetic) and Multiple Intelligences offer frameworks for adapting instructional strategies to students’ preferences. However, these approaches have been criticized for their reductionism and limited empirical validity, often neglecting the holistic nature of human learning. In contrast, the Islamic concept of fitrah provides a more comprehensive perspective, encompassing intellectual, spiritual, moral, and emotional dimensions in an integrated manner. This conceptual article aims to analyze and integrate Western learning style theories with Islamic perspectives to develop a more holistic learning paradigm. Through an extensive literature review and theoretical analysis, the article proposes an integrative model that bridges empirical approaches with spiritual values. Theoretically, this integration enriches academic discourse by connecting two distinct knowledge traditions. Practically, it offers a framework for educators and institutions to design adaptive learning processes that address learner diversity while fostering spiritual and moral development.