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Human decision-making often occurs under conditions of uncertainty, where understanding probabilities is essential for making informed choices. This study investigates how people perceive and apply probabilistic information in various decision-making contexts. A combination of quantitative and qualitative methods was used to analyze the decision patterns of 200 individuals from diverse backgrounds through scenarios involving uncertainty. The results show that most participants prefer relying on intuition or personal experience rather than using statistical reasoning. Several cognitive biases, such as ignoring probability, overestimating confidence, and relying on readily available information, were commonly observed. However, participants with a stronger grasp of probability concepts demonstrated more logical and beneficial decision-making, particularly in financial and organizational settings. The study highlights a clear link between probability literacy and decision quality. Improving public understanding of probabilistic thinking could enhance decision outcomes, especially in situations involving risk. Educational efforts to integrate probability awareness into learning environments are recommended to support better decision-making both individually and collectively.

This study aims to analyze the application of technology in Islamic Religious Education (IRE) learning, focusing on the challenges and obstacles encountered, as well as the changes in the role of teachers in technology-based learning strategies. The approach used is a descriptive qualitative method with library research as the primary technique. Through the analysis of various relevant literatures, this study identifies the potential of technology in enhancing the effectiveness of IRE learning, as well as obstacles such as limited access to technology, skill gaps, and dependency on technology. Additionally, this study explores the transformation of the teacher's role from being an instructor to a facilitator, who focuses more on managing technology and creating a safe and inclusive learning environment. The findings of this study indicate that despite the challenges, technology holds significant potential to improve the quality of religious education, provided that efforts are made to overcome the existing barriers. 

This study aims to review in depth various literature related to the development of interactive PowerPoint (PPT)-based learning media in order to improve students' understanding of Civic Education (PKn) subjects at the elementary school level. Innovative and interesting learning media are considered to have an important role in creating a more enjoyable, active, and meaningful learning atmosphere for students. In the literature reviewed, interactive PPT media has been proven to be able to present material visually, audibly, and interactively, thus helping students understand abstract concepts in PKn more concretely. The method used in this study is a literature review of various national and international journals, scientific articles, and relevant research reports in the last five years. The results of the study show that the use of interactive PPT not only increases the attractiveness of learning, but is also able to encourage active student participation, strengthen memory, and build a deeper understanding of national values, democracy, and social responsibility. In addition, the development of this media requires careful planning, starting from the design of the display, the preparation of content that is in accordance with the curriculum, to the integration of interactive elements such as quizzes, animations, and multimedia links. Based on findings from various literature, it can be concluded that interactive PPT media is an effective alternative that can be used by teachers to significantly improve the quality of civics learning in elementary schools.

This research presents a personalized, context-aware recommender system to suggest Places of Interest (POIs) using a hybrid approach combining Bayesian inference and collaborative filtering. The system explicitly addresses the cold-start problem that new users face and improves recommendation accuracy by considering contextual variables such as user mood, budget, companion, and location. The system collects real-time contextual inputs for new users with no historical data and applies Bayesian inference to generate relevant POI suggestions. As users begin to interact and provide ratings, the system progressively shifts to a collaborative filtering mechanism, leveraging cosine similarity to identify similar users within comparable contexts. The recommender system focuses on three categories of POIs: restaurants, hotels, and landmarks. These locations are retrieved through the Google Maps API, and only mapped locations are considered. The system was implemented on Android devices and evaluated through a user study involving 25 participants from diverse backgrounds, including software developers, IT students, and general users. Evaluation metrics such as normalized Discounted Cumulative Gain (nDCG) and classification accuracy were used to assess recommendation quality. Results demonstrate that the system performs better than traditional methods, with nDCG improvements reaching up to 83 percent. Users reported high satisfaction regarding the recommendations' accuracy, ease of use, and contextual relevance. While the system offers significant improvements, it also has certain limitations. Its dependency on Google Maps data may restrict its scope, and using only four contextual factors limits the system’s adaptability to more complex user preferences. Future enhancements could include additional dynamic contexts such as weather, POI popularity, and time-related trends, as well as integrating more advanced models to increase personalization and flexibility in real-world applications.

This study aims to analyze the contribution of academic supervision by the headmaster and professional teacher discipline to the professional performance of teachers at Madrasah Ibtidaiyah (MI) in Banjarmasin City. Optimal teacher performance is greatly influenced by both internal and external factors, one of which is academic supervision and work discipline. This research uses a quantitative method with a survey approach and descriptive analysis. Data were collected through questionnaires distributed to 100 teachers from various Madrasah Ibtidaiyah in Banjarmasin City, using random sampling techniques. The results show that academic supervision by the headmaster has a significant positive effect on improving teacher performance, where intensive and directed supervision can increase teachers' motivation and teaching competencies. In addition, professional teacher discipline also proves to have a significant contribution to improving teacher performance, where a high level of discipline correlates with an improvement in the quality of classroom learning. Overall, this study concludes that both academic supervision by the headmaster and professional teacher discipline simultaneously have a positive impact on the professional performance of teachers, which in turn contributes to the improvement of education quality in Madrasah Ibtidaiyah in Banjarmasin City. Therefore, improving the quality of supervision and teacher discipline should be a primary focus for the education management at Madrasah Ibtidaiyah.

Budget planning in Islamic educational institutions is a crucial factor in ensuring the sustainability and effectiveness of financial management. This article analyzes the strategies for preparing budget plans in Islamic educational institutions from operational and technical perspectives. Proper planning ensures the optimal allocation of resources to support the learning process, facility maintenance, and quality improvement in education. This study highlights the importance of transparency, accountability, and the use of performance-based approaches in budget management. Additionally, government regulations, stakeholder involvement, and the utilization of technology are key factors in enhancing the efficiency and effectiveness of budget planning in Islamic education. The findings of this study are expected to provide insights for Islamic education administrators in developing a more structured and sustainable financial strategy.

This study aims to analyze the role of Christian Religious Education (PAK) teachers in shaping the Christian character of students at SMK Negeri 1 Beringin. This study uses a qualitative approach with a literature study method and secondary data analysis. The results of the study indicate that PAK teachers have a strategic role as educators, mentors, facilitators, and advisors in instilling Christian values ​​such as love, honesty, responsibility, forgiveness, and concern for others. Character formation is carried out through the teacher's exemplary life, integration of Biblical values ​​in the learning process, application of real faith practices in everyday life, and a learning approach that prioritizes love and understanding of students' needs. In addition, PAK teachers are expected to continue to develop themselves spiritually and professionally to increase equal effectiveness. Suggestions from this study include the importance of improving the quality and competence of teachers, providing supporting facilities and infrastructure by schools, and developing contextual, interactive, and relevant learning methods to students' lives so that Christian character formation can take place optimally.

Reading literacy skills are essential for all teachers, including mathematics teachers. Reading literacy is not only about the ability to comprehend texts but also plays a crucial role in supporting critical thinking, analytical reasoning, and problem-solving in the learning process. Acknowledging its importance, the author conducted a community service activity in the form of a training program aimed at strengthening reading literacy skills among junior high school mathematics teachers in Moa District. The training was held on Thursday, October 17, 2024, at the PSDKU Hall of Pattimura University, Southwest Maluku Regency Campus. A total of 17 junior high school mathematics teachers from Moa District participated in the activity.The training methods included the presentation of reading literacy materials in the context of mathematics learning, group discussions, and hands-on practice in analyzing and developing literacy-based math problems. The success of the training was measured using two instruments: a questionnaire assessing participants’ understanding of the material and a test measuring their reading literacy skills before and after the training. Data analysis revealed that participants generally felt they understood the material presented. Moreover, there was a noticeable improvement in their reading literacy skills following the training. These results indicate that the training was conducted effectively and achieved its intended objectives. This activity is expected to have a positive impact on improving the quality of mathematics instruction in schools by enhancing teachers' reading literacy as a key component in facilitating student learning.

Strategic decision-making ability is an important skill that must be possessed by the leaders of Islamic educational institutions to support the achievement of educational goals, improve the quality of learning, and build institutional governance in accordance with Islamic values. The purpose of this study is for operational planning in Islamic educational organizations through measurable strategic decision-making. The focus of the study is directed at how operational definitions of programs, indicators, activities, and scheduling based on the academic calendar can reflect the readiness of educational institutions in facing future challenges. This study uses a library research method by collecting data from various written sources such as books, scientific journals, and relevant official documents. The results of the study show that clarity in formulating program indicators, selecting relevant persons in charge, and integration be-tween strategy and operational activities can increase the effectiveness of achieving the vision and mis-sion of Islamic educational institutions. Therefore, operational planning is not only technical, but is an integral part of the strategic management of Islamic education.

Bullying is one of the problems that often arise in the school environment and is a serious problem in education. In this case, the role of schools as educational institutions in preventing this problem is needed. Teachers as the main actors of the educational process are highly responsible for creating a safe and comfortable learning environment for all students. This study aims to determine the duties of teachers and provide strategic recommendations to improve the effectiveness of dealing with bullying in schools. This study also contributes to the development of more effective educational policies in the prevention and treatment of bullying cases at the secondary school level. The research method in this study used a qualitative approach with a case study design. Data recording techniques were conducted by in-depth observation and document analysis in relation to school guidelines related to bullying. Teachers have a huge influence in preventing bullying with important outcomes such as the creation of a respectful and safe school culture, increased student understanding of the dangers of bullying, positive changes in student behavior, increased courage to report bullying cases, and improved quality of life for students. Thus, providing support to teachers in bullying prevention efforts is fundamental to building a positive learning environment and effectively addressing bullying issues in schools..

Amid rapid technological advancements, improving the quality of primary education remains a critical challenge. The purpose of this study is to determine the influence of Artificial Intelligence (AI), learning evaluation, and teacher competence on the quality of Social Studies instruction. The research used a quantitative design involving 25 sixth-grade students at SD Inpres Barua, Bontolempangan, during the 2024/2025 academic year through total sampling. Data were gathered via questionnaires and analyzed using multiple linear regression, t-tests, and F-tests in SPSS 26. Results revealed that AI, evaluation, and teacher competence significantly and positively affect learning quality both individually and collectively. These findings reinforce the critical role of digital tools and professional teaching standards in fostering more effective and meaningful learning experiences.

This study aims to comprehensively examine the influence of the Problem-Based Learning (PBL) model integrated with the Internet of Things (IoT) on enhancing students’ problem-solving abilities in physics education. The integration of IoT into PBL is seen as a progressive approach to address the growing demand for innovative instructional strategies that promote higher-order thinking skills. A quantitative approach was adopted, utilizing a quasi-experimental design with a pretest-posttest nonequivalent control group format to assess the effectiveness of the intervention. The participants were 25 undergraduate physics students from the University of West Sulawesi, selected through saturated sampling due to the limited population size. To evaluate students’ problem-solving skills, data were collected using structured written tests designed around five key indicators: understanding the problem, describing the problem, planning the solution, executing the solution, and evaluating the results. Prior to hypothesis testing, normality of the data was assessed using the Kolmogorov-Smirnov test, followed by paired sample t-tests with IBM SPSS Statistics 23 to determine the significance of differences in pretest and posttest scores. The findings revealed a statistically significant improvement in students’ problem-solving skills following the implementation of the IoT-based PBL model, with results showing significance at the 5% level and gain scores classified as effective. These outcomes demonstrate the potential of the PBL-IoT integration to foster critical thinking and improve educational quality. Therefore, the implementation of this instructional model is recommended for physics educators seeking to enhance student engagement, problem-solving proficiency, and learning outcomes through the integration of emerging technologies.

A Christian Educator does not display an attitude of humility and sincerity in carrying out his profession. He is limited to the respect and material he obtains. The research in this manuscript has a direction to conduct a study on the personality competence of PK teachers from the narrative story of the teacher (Rabbi) based on Matthew 23 and analyze its implications at SMP Negeri 1 Moro’o, West Nias. Matthew 23 as a harsh criticism of the practice of teacher function personality that is not integral as a teacher. The research method applies qualitative principles with a content analysis approach. The results of the study indicate that personality competence based on Matthew 23 is the attitude of PK teachers who display a sense of brotherhood, integrity, become facilitators, and remain humble. The implications of teacher personality competence at SMP Negeri 1 Moro’o result in an increase in the quality of learning, the formation of student spirituality, and the creation of a conducive learning process. Thus, Matthew 23 has implications for the development of teacher personality competence in the current and future contexts so as not to repeat the same mistakes as previous religious teachers.

The use of video media in clinical skills education has been implemented at the Faculty of Medicine, Universitas Muhammadiyah Semarang (UNIMUS) since 2019, particularly to enhance students’ understanding and skills in neuromotor physical examination. This study aimed to evaluate the effectiveness of video-based teaching compared to conventional methods in clinical skills learning. A quantitative descriptive method with univariate analysis was used on 138 students who met the inclusion and exclusion criteria. Data were collected from Objective Structured Clinical Examination (OSCE) scores and analyzed using a total sampling technique. The results showed that students who received video-based learning had significantly higher average OSCE scores (93.33 ± 8.918 SD in Block 1) than those who were taught without video media (68.12 ± 15.58 SD in Block 3). In Block 1, 98.6% of the students achieved the “excellent” score category, while only 26.1% of students in Block 3 reached the same level. These findings indicate that the use of teaching videos significantly improves students’ clinical skills and helps overcome the limitations of conventional methods, which tend to promote passive learning. Therefore, the implementation of video-based teaching media can be an effective method to improve the quality of clinical skills education, encourage active student participation, and support the achievement of optimal competencies in medical education. This approach not only enhances skill acquisition but also contributes to more engaging and student-centered learning experiences in the clinical education environment.

Aspect-based sentiment Analysis (ABSA) is vital in capturing customer opinions on specific e-commerce products and service attributes. This study proposes a hybrid deep learning model integrating Bi-Directional Gated Recurrent Units (BiGRU) and Bi-Directional Attention Flow (BiDAF) to perform aspect-level sentiment classification. BiGRU captures sequential dependencies, while BiDAF enhances attention by focusing on sentiment-relevant segments. The model is trained on an Amazon review dataset with preprocessing steps, including emoji handling, slang normalization, and lemmatization. It achieves a peak training accuracy of 99.78% at epoch 138 with early stopping. The model delivers a strong performance on the Amazon test set across four key aspects: price, quality, service, and delivery, with F1 scores ranging from 0.90 to 0.92. The model was also evaluated on the SemEval 2014 ABSA dataset to assess generalizability. Results on the restaurant domain achieved an F1-score of 88.78% and 83.66% on the laptop domain, outperforming several state-of-the-art baselines. These findings confirm the effectiveness of the BiGRU-BiDAF architecture in modeling aspect-specific sentiment across diverse domains.

Academic literacy is one of the main factors in improving the quality of college graduates. Developed countries have implemented various strategies to improve literacy levels in higher education environments in order to create competitive graduates who are ready to face global challenges. This article aims to analyze policies and implementation of strategies to improve academic literacy in universities in developed countries. Using a qualitative approach based on literature studies, this study found that technology integration, research-based learning, improving criteria, and providing supporting facilities such as digital libraries and academic literacy training are effective steps in improving student literacy. The results of this study are expected to be a reference for higher education institutions in developing countries in designing policies to improve academic literacy

Inclusive education is a strategic approach in the national education system that aims to provide equal opportunities for all children, including children with special needs, to obtain quality education without discrimination. This study aimed to identify and analyse teachers' strategies in creating a pleasant learning environment for children with disabilities at Gamaliel Kindergarten in Palu, a private Christian value-based school that implements inclusive education. Through a descriptive qualitative approach, data was collected through observation, in-depth interviews and documentation. The results showed that teachers play a central role as facilitators, mentors and creators of an adaptive, contextualised and characterised learning atmosphere. The strategies used include adjusting learning methods, applying the values of love and acceptance, and utilising learning media that are interesting and friendly to children with disabilities. Despite facing challenges such as limited training and facilities, teachers at Gamaliel Kindergarten continue to create a conducive and inclusive learning space. The findings are expected to contribute to the development of inclusive education practices in Indonesia, especially in building child-friendly schools that uphold the values of justice and equality in learning.

This study aims to analyze the role of teachers in developing adaptive learning strategies within the context of Islamic education in the Merdeka Belajar era. Adaptive learning, which considers students' differing characteristics, needs, and learning styles, is considered essential for enhancing the quality of Islamic education. Using a literature review approach, this research examines various literatures related to the implementation of adaptive learning strategies, teacher competencies, and their implications on student learning outcomes and character development. The findings show that the pedagogical, social, professional, and personal competencies of teachers are crucial to the success of adaptive learning. The application of this strategy also leads to increased motivation, active participation, and the development of students' character and spirituality in Islamic education. Adaptive learning creates an inclusive, responsive environment that focuses on students' needs, which in turn improves the overall quality of education.

This study aims to systematically examine the influence of transformational leadership and organizational culture on nurses' performance in hospitals. The method used is a Systematic Literature Review (SLR) with a qualitative approach. The findings indicate that transformational leadership has a significant impact on improving nurses’ performance, particularly through enhanced work motivation, job satisfaction, loyalty, and team effectiveness. Transformational leaders inspire nurses by providing a vision, encouraging innovation, and fostering a supportive environment that aligns with their values and goals. As a result, nurses exhibit increased commitment to their work, higher engagement levels, and a proactive attitude toward their tasks, leading to better overall performance. Organizational culture also plays a crucial role, especially values such as collaboration, human orientation, and integrity, which have been shown to support a positive work environment and nurse productivity. A culture that prioritizes teamwork, shared responsibility, and mutual respect enables nurses to work more cohesively and efficiently. Hospitals with a supportive and inclusive culture experience reduced turnover rates and higher job satisfaction, as nurses feel valued and respected within the organization. Additionally, when the culture encourages continuous learning and professional development, nurses are more likely to stay updated on best practices and provide high-quality care to patients. However, differences in findings across studies suggest the need for contextual understanding and consistent internalization of cultural values. Factors such as geographical location, hospital size, and leadership styles may influence the degree of impact that transformational leadership and organizational culture have on nurse performance. Therefore, it is essential to adapt leadership strategies and cultural initiatives to the unique needs and challenges of each healthcare setting.

The transformation of Indonesia’s educational evaluation system from the National Examination (UN) to the National Assessment (AN) is intended to improve education quality through a more comprehensive approach. This study examines the implementation of the National Assessment at SMA Negeri 21 Medan, with a focus on the disparity between the theoretical framework of formative assessment and its practical execution in the field. The research utilizes the discrepancy evaluation model with a qualitative methodology. Data were gathered through in-depth interviews, focus group discussions (FGD), participatory observations, and document analysis.The findings reveal that although the National Assessment is designed as a formative evaluation, in practice, it is still regarded as a summative assessment disconnected from the learning process. The execution of the Minimum Competency Assessment (AKM) continues to be dominated by multiple-choice questions, restricting the comprehensive evaluation of competencies. Moreover, the use of assessment results for educational enhancement remains suboptimal due to reporting delays and the insufficiently diagnostic format of the reports. Key supporting factors for implementation include strong school leadership, adequate infrastructure, and collaboration among schools. However, several obstacles persist, such as a limited conceptual grasp, inadequate teacher training, and administrative and curricular constraints. This study suggests reinforcing teachers’ conceptual understanding, enhancing the feedback system for assessment outcomes, and fostering deeper integration of formative assessment principles into school learning strategies. By doing so, the National Assessment can be more effectively leveraged to improve the quality of education in Indonesia.