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This study explores the application of machine learning to predict students' GPA based on behavioral and time-related factors, including study hours, extracurricular activities, sleep, social interactions, and physical activity. Seven regression algorithms were employed to evaluate predictive accuracy using metrics such as MAE, RMSE, and R2 Among these, Regularized Linear Regression demonstrated the highest accuracy and interpretability, highlighting its suitability for this dataset. The findings emphasize the potential of machine learning in identifying key predictors of academic performance and offer practical applications for personalized academic advising and time management. This research provides a data-driven framework to support students and educators in optimizing learning outcomes.

Mathematics anxiety can reduce students' ability to understand and solve mathematical problems, thus affecting their overall attitude towards mathematics. Mathematics anxiety, a psychological factor that can affect students' learning achievement in mathematics learning in high school, makes it the most challenging subject in school. This study aimed to identify the effect of mathematics anxiety on students' learning achievement at the high school level and to analyze strategic factors that can help reduce mathematics anxiety for students. This study used a quantitative method with an ex post facto research type with a correlational design. The population was grade X high school students in South Tangerang, with a sample size of 84. The side technique used cluster random sampling. Data collection used an instrument in the form of a mathematics anxiety and learning achievement questionnaire. Data analysis was carried out through partial correlation and multiple correlation with a significance level of 0.05, and the prerequisite test analysis used normality, linearity, and multicollinearity tests. The results showed that mathematics anxiety influenced by self-efficacy factors, classroom climate, and academic support from parents and peers significantly affected students' learning achievement in high school. Schools can facilitate a more conducive learning environment to minimize mathematics anxiety and improve learning outcomes. Implementing a learning program that is psychologically responsive and adaptive to students' needs is expected to improve students' mathematics achievement significantly..  

This study evaluates the effectiveness of AI-powered tutoring systems in enhancing personalized English language learning among students in Colleges of Education in Lagos State, Nigeria. The primary objectives include assessing the impact of these systems on students' English proficiency and evaluating their perceptions of usability and effectiveness. Guided by four research questions, the study aims to provide insights into the integration of AI in educational contexts. Employing a survey research design, the study targeted a population of approximately 50,000 final-year students across several Colleges of Education. A sample of 400 students was selected using a combination of convenience and stratified random sampling techniques, ensuring representation from two institutions: the Federal College of Education (Technical) Akoka (FCET) and the Adeniran Ogunsanya College of Education (AOCOED). A structured questionnaire with 30 items was developed and validated, achieving a reliability coefficient of 0.81. Data collection methods included both in-person and online approaches, yielding a response rate of 74.5% (298 completed questionnaires). Data were analyzed using descriptive statistics and t-test for hypothesis testing. The findings revealed a significant difference in English language proficiency between students using AI tutoring systems and those using traditional methods, with the AI group reporting better outcomes. Additionally, students expressed mixed perceptions regarding the usability of AI systems. Major recommendations include enhancing AI system functionalities, providing comprehensive training for users, and addressing technological barriers to ensure effective implementation. This study underscores the potential of AI in education while highlighting the need for ongoing improvements and support mechanisms.

This study investigates the role of scaffolding assessment in fostering self-directed learning (SDL) within project-based learning (PBL) environments in higher education. Scaffolding assessment, characterized by gradual guidance, helps students transition from structured support to greater autonomy while enhancing critical thinking, goal-setting, and self-regulation. Through a mixed-methods approach, the study examines students' perceptions and experiences of scaffolding interventions in a research-based course. Quantitative findings reveal positive impacts on autonomy, critical thinking, and goal-setting, while qualitative insights highlight the importance of tailored scaffolding tools, motivational elements, and digital adaptability.Although scaffolding significantly enhances SDL by promoting independence and cognitive engagement, challenges remain in optimizing digital tools and addressing individual learning needs. Personalized scaffolding strategies and motivational scaffolds are essential for sustaining long-term engagement and effectively supporting diverse learners in complex, research-intensive environments. This study underscores the importance of adaptive scaffolding designs that balance structure and flexibility, offering practical implications for educators seeking to implement scaffolding assessments to enhance student autonomy and learning outcomes in higher education.

The purpose of this study was to analyze the validity of the design of the development of learning video media with an open-ended approach to improve the learning outcomes of 6th-grade elementary school students in Mlonggo District. This study applies the research and development method, which is commonly known as R&D (Research and Development). Products development uses the ADDIE model which is structured into five stages including (1) analysis, (2) design, (3) development, implementation, and (5) evaluation. Data collection through filling out the validity questionnaire. This data source includes participation from data validators with an analysis process that includes the accumulation of overall scores. Data analysis uses descriptive qualitative tests. The results of this development research are learning video media with an open-ended approach which is stated to be very feasible by media experts with an average of 90%, and material experts with 92%. So, it can be concluded that learning video media with an open-ended approach is valid and feasible to be used to improve student learning outcomes

The condition and situation of education after the Covid 19 Pandemic caused "Learning Loss" and "Learning Outcomes Loss". It takes a learning experience by providing students' reasoning insights and intellectual competence through a portfolio. The presence of educators with the ability to transform learning is needed as a learning conditioning for the ability of students' portfolios.  Quantitative research using a Likert scale questionnaire instrument constructed and developed from the teacher assessment system and David M. Johnson's portfolio. The population is 80 teachers and 80 students of grade VI elementary school in the Kebon Jeruk area, West Jakarta. The findings of the study provide information that the ability of students' portfolios can be constructed and optimized through learning transformation with three dimensions in the form of active participation and success of students, assessment and feedback on the progress of learning experiences and management of students and learning materials.

One of the strategic efforts to improve the quality of learning in schools is educational supervision. This study examines how to implement educational supervision to improve learning. Educational supervision includes classroom observation, professional teacher guidance, performance evaluation, and providing constructive criticism. The research methods used include in-depth interviews with principals, teachers, and school supervisors. The results of the study indicate that teachers can improve their pedagogical skills, create a more interactive learning atmosphere, and improve student learning outcomes with effective supervision. Effective supervision also helps teachers create different learning methods that are in accordance with student needs. Therefore, educational supervision plays an important role in building a good learning culture in schools.

The integration of Artificial Intelligence (AI) in personalized and adaptive learning environments has revolutionized the education sector by offering customized learning experiences tailored to individual student needs. This study explores the role of AI in enhancing adaptive learning through data-driven insights, intelligent tutoring systems, and real-time feedback mechanisms. By employing machine learning algorithms and natural language processing, AI-driven platforms can analyze student performance, predict learning patterns, and deliver personalized content. The study highlights the effectiveness of AI in addressing diverse learning styles, improving engagement, and optimizing educational outcomes. Furthermore, it discusses the implications of AI in fostering inclusive education and lifelong learning. The findings suggest that AI-powered learning environments significantly enhance student-centered education, promoting efficiency and accessibility.

This study aims to examine the effectiveness of the problem-based learning model (PBL) in improving the understanding of fiqh material and its implementation in class XI students of MA Plus Anas Bin Malik Lekong Rembuk. The PBL model was chosen because it is considered capable of encouraging active student involvement and developing critical thinking skills through solving real problems that are relevant to everyday life. This study uses a Classroom Action Research (CAR) approach which is implemented in two cycles, each consisting of the planning, implementation, observation, and reflection stages. Data collection techniques include tests, observations, and interviews. The results of the study showed a significant increase in the understanding of fiqh concepts and active participation of students during the learning process. Students became more enthusiastic, able to express opinions, and demonstrate the ability to apply fiqh values in everyday life. Thus, the PBL model has proven effective in improving the quality of fiqh learning in madrasas and can be used as an alternative innovative learning strategy to improve learning outcomes and student character simultaneously.

Science learning at school places greater emphasis on mastering basic scientific work abilities or science process skills, so that learning is more meaningful. However, based on observations made by researchers through field observations of the reality of science learning that takes place in class IV UPTD SD NEGERI 017973 KISARAN KOTA, it shows that there are still weaknesses in the science learning process which results in a decline in student learning outcomes. The weakness of science learning found in class IV UPTD SD NEGERI 017973 KISARAN KOTA is that this learning places more emphasis on mastering a number of facts and concepts, but does not facilitate students to obtain comprehensive and meaningful learning outcomes. The high percentage of students who have not been able to achieve the minimum completeness criteria, namely 36% indicated that the completeness of students' classical learning outcomes in this class was still not optimal so it needed to be improved. This research aims to improve the learning outcomes of class IV UPTD SD NEGERI 017973 KISARAN KOTA students by using the demonstration method in science learning.

Artificial Intelligence (AI) has significantly transformed higher education in recent years by enhancing teaching methods and influencing student learning outcomes. This study investigates the effects of AI on student motivation and cognitive skills, addressing both the benefits and challenges of AI integration. The research adopts a mixed-methods approach, combining a comprehensive literature review with a questionnaire-based survey of 60 university students from diverse academic disciplines. The results indicate that AI tools, such as intelligent tutoring systems and learning analytics, increase student engagement, motivation, and problem-solving abilities. However, concerns regarding over-reliance on AI reduced creativity, and ethical issues such as privacy and fairness persist. This study highlights the potential of AI to foster personalized learning while emphasizing the need for responsible AI implementation to address its limitations.  

This study is motivated by the low academic performance of fourth-grade students in Pancasila Education, specifically in the topic of mutual cooperation. The aim of this research is to assess the improvement in learning outcomes for fourth-grade students in Pancasila Education through the implementation of the Problem Based Learning (PBL) model with a Differentiation approach. This research falls under the category of classroom action research and was conducted in two cycles. The subjects of the study were 28 fourth-grade students from SD YP HKBP 1 Pematangsiantar. Data were collected through observations and tests, and then analyzed using descriptive quantitative methods. The results indicate that the implementation of the PBL model with a Differentiation approach successfully improved student learning outcomes in the topic of mutual cooperation. The average student performance was 57.14 during the pre-cycle. After implementing the PBL model in cycle I, the average score increased to 71.42, and in cycle II, it rose further to 84.72. Based on these results, it can be concluded that the PBL model with a Differentiation approach is effective in enhancing the learning outcomes of fourth-grade students on the topic of mutual cooperation at SD YP HKBP 1 Pematangsiantar.

This study explores the implementation of the Jigsaw method, a cooperative learning strategy, in a junior high school setting and its impact on student motivation. The aim is to investigate how the Jigsaw method affects students’ motivation to learn, especially in the context of science learning. Active student participation in the learning process is emphasized in the Jigsaw Cooperative Learning Method. A literature review is the research methodology used, with an emphasis on sources released in the last ten years to ensure validity and relevance. Articles, books, dissertations, and research reports discussing the Jigsaw approach and its impact on junior high school students’ motivation are good places to find these sources. The findings indicate that the Jigsaw method significantly increases student engagement and motivation. Students are divided into diverse groups where each member learns a specific section of the material, the Jigsaw method encourages collaboration and peer teaching, which are essential for developing social skills and a sense of responsibility among students. This confirms that the Jigsaw method is a viable strategy for improving student motivation and learning outcomes in a junior high school setting.  

Children with intellectual disabilities have below-average intellectual abilities that can affect their cognitive and memory skills. These children require special learning strategies tailored to their needs. This study aims to review the literature on the impact of using interactive media in teaching children with intellectual disabilities, focusing on their motivation and learning outcomes. The study employs a qualitative approach using a literature review method, analyzing various sources that discuss the effectiveness of interactive media, such as visual, audio, audiovisual, and interactive tools, in enhancing motivation and understanding among children with intellectual disabilities. The findings indicate that the use of interactive learning media can make learning more concrete, engaging, and enjoyable, effectively increasing students' motivation and interest in learning. The application of interactive media, such as pictures, animations, and teaching aids, is also effective in improving cognitive skills and short-term memory, enabling children to recognize letters, numbers, and early reading skills.

Rapid technological developments require technology integration in learning. Developing science and technology from an early age is one of the best approaches in the context of education in the era of globalization. Informatics subjects have been implemented in the Indonesian curriculum to ensure students' ability to use technology. Interactive learning media plays an important role in strengthening students' understanding of complex concepts. Conventional learning paradigms can be changed to be more interesting, collaborative, and relevant if used in education. One interesting learning media is Wordwall, an application that offers various game features to increase students' interest and motivation to learn. In the context of informatics learning in junior high schools, the use of Wordwall can be an effective alternative to help students remember the components of a computer system. In order to support the use of Wordwall in learning, a literature study was conducted to understand more deeply about the use of this application and the factors that influence it. This study applies the literature study method by collecting and analyzing several related references in the last 5-10 years to present relevant and up-to-date information. By evaluating the results of previous studies, we can conclude that the use of Wordwall in education promises significant progress in student learning outcomes and motivation.

The training and mentoring program for Canva-based learning media development aims to enhance teachers' competencies in creating creative, interactive, and technology-adaptive learning media. This program is designed to equip participants with fundamental knowledge of visual design and technical skills in utilizing Canva as a user-friendly and flexible design platform. The program's methods include theoretical training sessions, hands-on practice, and intensive mentoring to ensure participants can produce learning media relevant to students' needs. The outcomes of this training indicate that participants can effectively utilize Canva's features to create various types of learning media, such as presentations, infographics, posters, and videos. Canva-based learning media has been proven to increase the appeal of learning materials, boost student motivation, and enhance the overall teaching and learning process.In conclusion, this training successfully improved teachers' ability to design innovative, technology-based learning media, which is expected to contribute to the overall improvement of education quality.

This research aims to improve student learning outcomes through the application of the Discovery Learning learning model in moral beliefs in class X MA Al Yusriyah Pangkalan Susu. The research method used was Classroom Action Research (PTK) with 25 students. Data collection was carried out through test and non-test techniques. Preliminary findings show that the learning methods used previously, namely lectures and assignments, cause students to feel bored and less interested, so that the learning outcomes do not reach the Minimum Completeness Criteria (KKM). Through the application of the discovery learning method, the results of the study show an increase in student learning outcomes. In the first cycle, the average student score reached 73 with a success rate of 72%, which did not meet the criteria for research success. In the second cycle, there was a significant increase with an average score of 81 and a success rate of 92%, which was categorized as successful. These results show that the discovery learning learning model is effective in increasing students' interest and learning outcomes.

Physical education is something that cannot be separated from education in general because physical education fulfills all the goals and functions of education through the development of three aspects, namely cognitive, affective, and psychomotor of the students. Based on observations by the researcher, particularly in the 11th grade, many students still lack understanding and ability in demonstrating the basic movement of kicking a ball with the back of the foot in soccer. The hypothesis in this research is "The Self Check Style teaching method has an influence on improving the basic movement learning outcomes of kicking a ball with the back of the foot in soccer among the 11th-grade students of SMK Negeri 1 Tomohon.". The operational objective of this research is to compare whether the average score of basic movement learning in kicking with the back of the foot among students who are given treatment with the Self Check Style teaching method is higher than the average score of basic movement learning in kicking with the back of the foot in football among students who are not given the Self Check Style teaching method. This research uses the experimental method. The population consists of 194 students from the XI grade of SMK NEGERI 1 TOMOHON. And the sample consists of 40 students. The instrument of this research is a basic movement ability test for kicking with the back of the foot in soccer. The result of the hypothesis testing obtained a t-value of 9.2857. Based on the t-distribution table at ∝0.05 with degrees of freedom n1+n2-2 = 20+20-2= 38, the t-table value is obtained as 2.024. so the calculated t is greater than the table t (calculated t > table t). Based on the testing criteria, if the calculated t-value is greater than the table t-value, then the null hypothesis (HO) is rejected and the alternative hypothesis (HA) is accepted. The conclusion of this study is that the Self Check style of teaching has a significant impact on the improvement of basic movement learning in kicking a ball with the back of the foot in soccer among the 11th-grade students of SMK NEGERI 1 TOMOHON.

This community service program aims to enhance the productivity of students (santri) at Padepokan Siti Dhumillah, Bogor, by leveraging agribusiness and business education approaches. Utilizing local agricultural produce such as chili peppers and tomatoes, the program fosters value-added product innovation through the production of sambal under the brand "Nyambel Neh." It is designed to integrate education on technology, online marketing, and business operations, enabling students to acquire not only technical skills but also a comprehensive understanding of agribusiness opportunities. The implementation method involves dividing tasks into specific divisions, including equipment, production, and marketing, supported by mentors providing direct education. Program stages include business and technology education, transforming raw materials into market-ready products, and marketing these products through both online and offline platforms. Outcomes from the program include the creation of three modernly packaged sambal variants, the development of visionary and creative student personalities, and the increased economic sustainability potential of the Padepokan through business diversification. This program aspires to become a model for student empowerment, focusing not only on economic benefits but also on building human resource capacity to compete in the future. By optimizing technology and adopting practice-based learning, students are expected to independently create new business opportunities centered around agribusiness.

The learning outcomes of Indonesian in understanding reading texts at the elementary school (SD) level are still low. This study aims to explore the challenges of reading comprehension skills in elementary school students, where many students are able to read technically but have difficulty understanding the reading content. This study examines the phenomenon of the gap between technical reading ability and reading content comprehension in elementary school students in Indonesia. Although students are able to read texts fluently, they often have difficulty understanding the meaning and context of more complex readings. Using a descriptive qualitative approach, data was collected through observation, in-depth interviews, reading and text comprehension tests, and documentation at SD Negeri Bunter II, Cimanggung District, Sumedang Regency. The results show that this problem is caused by several factors, such as teaching methods that are less interactive and focus on reading techniques without providing comprehension strategies, lack of use of technology in learning, and low motivation of students to read more complex texts. The text comprehension test showed that only 35% of students were able to understand the content of the reading well. These findings emphasize the need to use more varied, creative, and technology-based learning methods to improve students' reading comprehension. This study provides important recommendations for teachers and schools in implementing a more effective approach to improve students' literacy skills