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This study aims to (1) determine the level of learning motivation among students at MTs Muhammadiyah 1 Singkawang, (2) identify the physics learning achievement of students at MTs Muhammadiyah 1 Singkawang, and (3) examine the influence of learning motivation on students’ physics learning achievement. The research employed a survey method with simple linear regression analysis, which is used to model the relationship between one dependent variable and one independent variable. The population consisted of all students at MTs Muhammadiyah 1 Singkawang, and the sampling technique applied was total sampling. Data were collected through a student learning motivation questionnaire and documentation of students’ physics grades.Descriptive analysis results indicated that the learning motivation variable had an average score of 85, which, based on the categorization criteria, falls into the very high category. In terms of physics learning achievement, data analysis revealed that the highest frequency was within the score interval of 30 < X ≤ 70. Specifically, 39 students (34%) were categorized as medium achievers, while 35 students (30%) were categorized as low achievers. These findings indicate that overall, students’ physics learning achievement can still be considered high, although a significant proportion remains in the medium and low categories.The results of simple linear regression analysis demonstrated a positive influence of learning motivation on physics learning achievement. This suggests that higher levels of learning motivation are associated with better physics performance among students. The findings highlight the importance of fostering and maintaining high learning motivation levels to enhance academic achievement. Therefore, educators are encouraged to design and implement learning strategies that not only improve students’ understanding of physics concepts but also stimulate and sustain their motivation to learn.

This study aims to examine in-depth the forms and types of clauses that appear in everyday conversations on social media, particularly on the Facebook platform. The focus of the study is directed at how social media users form and use clauses in online interactions, and their implications for message comprehension. This study uses a qualitative descriptive method with data collection techniques consisting of observations of conversations and interactions between users. The collected data are then analyzed to identify patterns, variations, and characteristics of the clauses used. The results show that the language forms used tend to be non-standard, for example, short sentences, omissions of subject or predicate elements, and the use of informal vocabulary. However, these variations do not hinder the understanding of messages between users. Instead, the use of these forms reflects users' adaptation to the nature of online communication, which demands speed and efficiency. This phenomenon demonstrates the flexibility of language that is constantly evolving in response to changes in social and technological contexts. The research findings confirm that language dynamics in the digital era not only influence clause form and structure but also enrich the variety of contemporary Indonesian discourse. This has important implications for education, particularly in language learning. By understanding the role of clauses in online communication, educators can adapt teaching methods to be more relevant to the linguistic realities faced by students. This research contributes to the study of sociolinguistics and digital communication, while also opening up opportunities for further research. Future, more in-depth studies could explore the influence of online interactions on language development, the relationship between language and culture, and how technology shapes communication patterns in society.  

This study aims to describe the types and functions of directive speech acts found in Indonesian language learning interactions at SMP Negeri 3 Gianyar. Employing a descriptive qualitative research design, the data were obtained through note-taking and recording of teacher–student interactions during classroom activities. The analysis followed four main stages: data reduction, data collection, data display, data interpretation, and conclusion drawing. Directive speech acts, which are utterances intended to prompt the listener to perform a specific action, are an essential component of classroom discourse, as they directly influence student participation, classroom management, and instructional clarity. The findings reveal a total of 109 directive speech act utterances produced by both teachers and students. These utterances are categorized into six types: 18 requests, 52 questions, 22 commands, 3 prohibitions, 10 permissions, and 4 pieces of advice. Each type of directive speech act is used to achieve specific communicative purposes. Further analysis identified 11 distinct functions realized within these utterances, namely: requesting, inviting, pleading, asking, wishing, demanding, directing, instructing, prohibiting, permitting, and advising. For instance, teachers predominantly employed questioning and commanding functions to guide learning processes, check comprehension, and maintain classroom order, while students tended to use requesting and asking functions to seek clarification or assistance. The results of this research highlight the significant role of directive speech acts in facilitating interactive and goal-oriented communication in the language learning environment. Understanding the types and functions of such speech acts can provide valuable insights for educators in designing effective communication strategies that foster active learning, encourage student engagement, and create a positive classroom atmosphere. This study contributes to the broader field of pragmatics and educational linguistics by emphasizing the practical application of speech act theory in Indonesian language teaching contexts.

Character education serves as a fundamental pillar in shaping a generation of morally upright, responsible, and resilient youth. It not only fosters ethical behavior but also equips children with the skills and attitudes necessary to contribute positively to society. This study aims to evaluate the implementation of character education among children through a combination of artistic activities—such as coloring and calligraphy—and environmental activities, specifically planting. The research was conducted in two orphanages located in Blitar Regency, namely Raudhatul Aitam Orphanage and Nurul Falah Orphanage. A descriptive qualitative method was employed, with data collected through observation, in-depth interviews, and documentation. The findings reveal that creative, participatory, and collaborative approaches are effective in nurturing essential character values among children, both under and over the age of ten. The core values instilled through the activities include appreciation for global diversity, cooperative spirit (gotong royong), faith, and environmental awareness. Practical activities, such as coloring illustrations of traditional houses, planting chili plants, and coloring calligraphic artworks, were found to enhance children’s creativity, self-confidence, patience, and social interaction skills. Moreover, these activities encouraged teamwork and a sense of responsibility, as children worked together to complete tasks and care for their environment. The study highlights the importance of integrating cultural, artistic, and ecological elements in character education programs to create engaging and meaningful learning experiences. Furthermore, continuous support and collaboration from various stakeholders—including caregivers, educators, community members, and government institutions—are essential to ensure sustainability. When consistently implemented, such programs have the potential to produce long-term positive impacts, helping children grow into individuals who are not only skilled and creative but also possess strong moral values and a deep sense of social responsibility.

This community service program focuses on training teachers at SMKN 1 Malingping in developing formative assessment instruments using the Quizizz and Wordwall platforms. The main objective is to enhance teachers’ competencies in integrating technology into classroom assessment practices, thereby improving the quality of teaching and learning. Formative assessment plays a crucial role in the learning process as it allows teachers to continuously monitor student progress, identify learning gaps, and provide timely feedback that supports both remediation and enrichment. By mastering digital tools such as Quizizz and Wordwall, teachers can design engaging, interactive, and effective assessment activities that align with curriculum objectives while also increasing student motivation and participation. The training was conducted through a workshop model, combining theoretical sessions on formative assessment principles with hands-on practice in creating and implementing online quizzes, interactive games, and customized learning activities. Teachers were guided step-by-step in account creation, content development, and analyzing assessment results for instructional decision-making. Feedback sessions were also integrated to address challenges and share best practices. The results of the training indicated a significant improvement in teachers’ skills and confidence in utilizing Quizizz and Wordwall for formative assessment. Participants demonstrated the ability to design varied assessment formats, adapt content to students’ needs, and effectively interpret assessment data to inform teaching strategies. Moreover, teachers reported increased student engagement when these platforms were implemented in classroom settings. This program highlights the importance of equipping educators with digital literacy skills that are relevant to 21st-century learning demands. The integration of Quizizz and Wordwall not only streamlines the assessment process but also fosters a more dynamic and student-centered learning environment. The experience from SMKN 1 Malingping suggests that similar training initiatives can be replicated in other schools to promote effective, technology-based formative assessment practices.

This study aims to examine the influence of self-efficacy and learning environment on learning outcomes, with learning motivation as a mediating variable, among students of SMK Negeri 44 Jakarta. Employing a quantitative approach with a survey method, the research involved a population of 175 students, all of whom were included as the sample through a total sampling technique. Data analysis was conducted using Structural Equation Modeling–Partial Least Squares (SEM-PLS) with SmartPLS 4.0 software. The analytical procedures encompassed measurement model analysis, structural model analysis, and hypothesis testing for both direct and indirect effects.The findings reveal a positive and significant direct effect of self-efficacy on learning outcomes, indicating that students with higher confidence in their abilities tend to achieve better academic performance. Similarly, the learning environment was found to have a positive and significant direct effect on learning outcomes, suggesting that supportive academic surroundings contribute meaningfully to student achievement. However, the study found no significant direct effect of learning motivation on learning outcomes, nor any significant mediating role of learning motivation in the relationships between self-efficacy and learning outcomes or between learning environment and learning outcomes. These results imply that while self-efficacy and a conducive learning environment are key determinants of academic success, the role of learning motivation as an intervening variable may not be as substantial in this context. The absence of mediation suggests that motivation alone may not bridge the gap between personal and environmental factors and actual academic performance. This study contributes to educational research by providing empirical evidence on the complex interplay between psychological, environmental, and motivational factors influencing student achievement, highlighting the need for educators to strengthen both self-belief and learning conditions to optimize outcomes.

This research started from the difference in understanding of mathematical concepts found in students in grades XI-1 of SMA Kanjeng Sepuh Sidayu. The main purpose of this study is to analyze students' understanding of mathematical concepts based on extroverted and introverted personalities, with an ethnomathematical approach on the building of the Kanjeng Sepuh Sidayu Mosque. The research subjects consisted of four students who were selected with two personality categories, namely two students with introverted personalities and two students with extroverted personalities, which were determined through a personality questionnaire. Data collection techniques were carried out using questionnaires to find out personality types, mathematical concept understanding tests, and in-depth interviews to further explore students' understanding. The results showed that there were significant differences in the understanding of mathematical concepts between students with introverted and extroverted personalities. Students with introverted personalities show good ability to meet indicators 1, 3, and 5. This indicator includes the ability to restate a concept, provide examples and non-examples of a concept, and apply concepts or logarithms in problem solving. Students with extroverted personalities, on the other hand, excel in indicators 1, 2, and 4. This indicator includes the ability to restate a concept, classify objects according to the concept, and use and choose certain procedures or operations in solving problems. This study provides insight that the understanding of mathematical concepts is not only influenced by cognitive abilities alone, but also by students' personality factors. Introverted and extroverted personalities affect the way they absorb and apply mathematical concepts. Therefore, it is important for educators to pay attention to these differences in designing teaching approaches that suit the characteristics of the students.

This research investigates English language teachers' perceptions and practices concerning technology integration within the Indonesian educational landscape. Employing a mixed-methods approach, the study involved 120 English teachers from diverse educational levels, including primary, junior high, senior high, and higher education institutions. Participants completed an online survey, and a subset of 15 teachers was selected for follow-up interviews and classroom observations to provide deeper qualitative insights. The findings indicate a significant discrepancy between teachers’ generally positive attitudes toward the use of technology (mean score = 4.21 on a 5-point Likert scale) and the extent to which they actually implement technology in their teaching practices (mean score = 3.15). This gap suggests that favorable perceptions alone are not sufficient to ensure effective classroom integration. Through statistical analysis, four primary factors were identified as influencing technology integration. These include teachers’ digital competence (β = 0.43, p < 0.01), institutional support (β = 0.38, p < 0.01), pedagogical beliefs (β = 0.35, p < 0.01), and access to adequate infrastructure (β = 0.32, p < 0.01). These results highlight the multifaceted nature of technology integration, where both individual competencies and systemic support play crucial roles. Qualitative data further enrich the findings by illustrating the lived experiences of teachers. While educators recognize that technology can enhance student engagement, foster interactive and authentic language learning environments, and provide access to diverse resources, they encounter several challenges. These include difficulties in aligning digital tools with curricular goals, managing student behavior in tech-enhanced classrooms, and assessing learning outcomes effectively in digital contexts.

The use of technology in education is essential, particularly in creating digital teaching materials. This Community Service (PKM) activity aimed to introduce teachers and educators to the process of creating e-modules using Canva, a user-friendly tool with templates, graphics, and features for designing interactive and visually engaging teaching materials. The training provided hands-on experience, enabling participants to create curriculum-aligned e-modules, enhancing both their teaching materials and student engagement. The goal was to equip educators with the skills to develop innovative, digital-friendly materials that cater to various learning styles. During the training, participants integrated multimedia elements like images, videos, and text to make the learning experience more interactive. Emphasis was placed on incorporating technology in both physical classrooms and online learning environments, improving the overall dynamic of lessons. The training also helped educators gain a deeper understanding of Canva as a versatile tool for educational purposes. Results showed significant improvement in participants' confidence and ability to use Canva effectively to create engaging and pedagogically sound materials. Many expressed that the skills gained would help them incorporate creative and interactive elements into their lessons, fostering a more dynamic learning environment. This PKM activity successfully empowered participants to enhance their digital competencies and adapt to the evolving educational landscape. It contributed to improving the quality of education, ensuring educators are better prepared to navigate the digital age and meet the needs of modern learners. Furthermore, the training emphasized continuous learning and adapting to new technological tools to improve teaching strategies and learning outcomes

Education is a strategic effort to overcome ignorance and poverty, which remain serious problems in Indonesia. Through education, individuals can acquire knowledge, skills, and a broad understanding of the world, thereby improving their quality of life and contributing to the nation's progress. Quality education will create superior, independent, and competitive human resources in the era of globalization. In this article, the author attempts to examine issues related to the implementation of education in schools through a qualitative approach. The research was conducted using several methods, namely observation, interviews, and field notes. Observations were conducted directly in the school environment to thoroughly understand the context being studied, including interactions between school members and the implementation of the learning process. Furthermore, interviews were used to gather information from informants, such as teachers, students, and school staff, to gain a deeper insight into the realities of education on the ground. Meanwhile, field notes were used as a tool for documentation and reflection on the results of the observations and interviews, which later became the basis for knowledge discovery and theory strengthening. The simultaneous use of these three methods enabled the author to obtain rich and in-depth data. This research shows that in the implementation of education still face several obstacles, such as limited facilities, lack of training for educators, and suboptimal parental involvement. Therefore, the implementation of education must be carried out through careful planning, appropriate strategies, and collaboration between various parties in order to achieve educational goals effectively and sustainably.  

Intensive social media use has become an ingrained phenomenon in the daily lives of college students. Technological developments and high accessibility to digital platforms cause students to spend a significant amount of time interacting virtually. This condition has various psychological implications, one of which is increased anxiety levels. This study aims to determine the relationship between the intensity of social media use and anxiety levels in college students. The method used was a quantitative approach with a correlational design through a survey distributed to a number of student respondents from various study programs. The research instruments included a questionnaire regarding the frequency of social media use and a validated anxiety scale. The results showed a significant relationship between the intensity of social media use and students' anxiety levels. The higher the frequency of social media use, the greater the tendency for students to experience anxiety. Several factors that trigger anxiety include social comparison with other users, the need for validation through the number of "likes" and comments, and the pressure to project an ideal self-image online. Furthermore, most students expressed feelings of anxiety or restlessness when not accessing social media for a certain period of time, indicating psychological dependence. These findings indicate that social media has a significant influence on students' psychological conditions, particularly in triggering anxiety. Therefore, it is crucial for higher education institutions, educators, and parents to provide education on healthy and balanced social media use. Preventive and promotive interventions to support student mental health are essential to mitigate the negative impacts of social media and foster wiser digital behavior in today's technological era.

This study also highlights the importance of ongoing professional development for pre-service teachers, emphasizing that preparation for handling diverse classroom needs is crucial for effective DI implementation. Pre-service teachers identified the need for more targeted training in understanding students' individual learning styles and needs, especially when dealing with large classrooms and limited resources. The findings also suggest that collaborative learning among educators, through workshops and peer mentoring, plays a significant role in overcoming the challenges of DI. In addition, institutional support was identified as a key factor in facilitating the effective use of DI. Participants reported that a lack of resources, such as teaching aids and time, was a primary barrier to the full implementation of DI. Schools and educational institutions were urged to provide more resources and structured support systems to enable teachers to tailor their teaching methods to accommodate the varying abilities of their students. Furthermore, the integration of technology was highlighted as an effective strategy to differentiate instruction, allowing teachers to cater to diverse learning needs in a more flexible and engaging manner. For instance, digital tools such as learning management systems and interactive applications were utilized by some participants to create personalized learning paths for students, fostering both engagement and motivation. These strategies not only helped overcome some of the limitations faced by the teachers but also allowed students to engage more actively with the learning material. Ultimately, this study emphasizes that the successful implementation of Differentiated Instruction requires a collaborative effort between pre-service teachers, their educational institutions, and ongoing support systems.

This study aims to describe the role of the principal in improving the quality of education in Qismul Ali Al-Jam’Iyatul Washliyah. This study uses a qualitative approach with descriptive methods. Data sources were taken by purposive sampling and snowball sampling. Data collection was carried out through observation, interviews, and documentation studies. Data analysis was carried out using data reduction techniques, data presentation, and drawing conclusions. As for checking the validity of the data, namely by using triangulation of methods and sources. The results of the study indicate that there are 2 aspects of improvement carried out by the principal, namely: a) the role of the principal as a leader, namely by guiding and directing educators in creating interesting learning methods, then the principal tries to establish communication with his subordinates through greetings and listening directly to input from teachers and school employees regarding the problems they are facing, in decision making the principal applies a democratic and open system through deliberation and joint decisions, then the principal also becomes a good role model through diligent and disciplined behavior in working. To determine the program's achievement, the principal conducts regular supervision and evaluation of the learning process and learning materials, utilizing the results of this supervision to further improve learning activities through coaching and direction from the principal. b) The principal's role as a manager involves managing the school, starting with planning the school's work program at the beginning of the school year during work meetings involving teaching and administrative staff. The principal also involves teaching and administrative staff in various training activities to support competency. The principal also regularly maintains facilities and infrastructure. The findings of this study indicate that the principal has realized improvements in the quality of education at Qismul Ali Al-Jam'Iyatul Washliyah by implementing several improvement measures.

This study explores the role of Hadith as a foundation for instilling the values of religious tolerance, with a focus on shaping the awareness of Generation Z in the contemporary era of technology and globalization. The Qur'an and the Hadith of Prophet Muhammad SAW emphasize respect for religious diversity and firmly prohibit intolerance, offering a strong theological basis for promoting harmonious coexistence. As a digitally active generation, Gen Z possesses significant potential to disseminate tolerance values through online platforms. Nevertheless, they face challenges such as disinformation, hate speech, and the spread of distorted religious interpretations, which may hinder the cultivation of inclusive attitudes. This research highlights that the integration of tolerance values requires methods aligned with Gen Z’s characteristics, including interactive discussions, the strategic use of social media, and educational approaches rooted in prophetic principles. By adopting such methods, religious teachings can be contextualized in a manner that resonates with Gen Z’s communication styles and digital literacy levels. The study employs a qualitative literature review to analyze relevant Hadith texts, their interpretations, and contemporary strategies for value transmission. The findings suggest that a combination of religious education, digital engagement, and community-based initiatives can effectively foster interfaith understanding and reduce intolerance among youth. Ultimately, this research offers a practical framework for educators, religious leaders, and policymakers to strengthen inter-religious tolerance by enhancing the comprehension and application of Hadith in addressing the unique challenges of the digital era.

This research aimed to examine the influence of service quality and System Information Assurance (SIA) on the interest in using digital wallets among Accounting students at Politeknik Negeri Lampung. A purposive sampling method was employed, with a sample of 102 respondents selected through the distribution of questionnaires to Accounting students at the institution. The study focused on understanding how service quality and the assurance of system information (SIA) impacted the adoption and usage of digital wallets, which are increasingly popular in modern financial transactions. The data was analyzed using IBM SPSS version 26, employing statistical tests to determine the strength and significance of the relationship between these variables. The results of the analysis indicate that both service quality and SIA significantly influence students’ interest in using digital wallets. Specifically, the study found that better service quality and higher assurance of system security contribute positively to the students’ trust and interest in utilizing digital wallet applications. These findings suggest that financial service providers should prioritize improving service quality and strengthening system security measures to attract younger users, especially in academic settings where digital wallet usage is becoming more prevalent. Additionally, this research emphasizes the importance of understanding the factors that drive digital wallet adoption, particularly in the context of higher education students, who are key early adopters of digital payment solutions. The study’s findings offer valuable insights for digital wallet providers, educators, and policymakers in shaping strategies to enhance the acceptance and use of digital wallets among students in academic environments.

The transition of children from early childhood education to elementary school (SD) is a critical phase in their psychological and academic development. During this phase, children face significant challenges, including changes to a more structured learning environment and increasing academic demands. At SDN 055991 in Langkat Regency, this phenomenon is reflected in the difficulties experienced by some students, particularly with basic skills such as reading, writing, and arithmetic, as well as with socializing with peers. These difficulties can impact children's long-term academic and social development. This study aims to identify the key factors influencing children's learning readiness during this transition period, utilizing artificial intelligence (AI) technology. Specifically, this study uses Artificial Neural Networks (ANN) and Decision Trees as tools to analyze the data obtained. The use of this data-driven approach allows for a more in-depth analysis of the complex patterns and relationships between various variables that influence children's learning readiness, such as family factors, social environment, and students' basic skills. This study also references various previous studies demonstrating the effectiveness of backpropagation and Deep Learning algorithms in the context of education and student performance prediction. This approach is expected to provide more precise solutions for understanding children's learning readiness and provide a more accurate picture of the factors contributing to difficulties experienced by students in the transition to elementary school. The results of this study are expected to provide relevant recommendations for parents, educators, and education policymakers to support children's learning readiness and strengthen basic education policies that are adaptive to the needs of students in this digital era.

According to Law Number 6 of 2023, which stipulates a maximum of 40 working hours per week, a survey conducted by the Kompas Daily Data Journalism Team reveals that the average working hours of lecturers in Indonesia reach 69.64 hours per week throughout 2024. This data highlights a significant discrepancy between the legal provisions and the reality of lecturers' workloads. Despite the law setting limits, many lecturers at Indonesian state universities are facing workloads that far exceed the stipulated working hours. These workloads consist of teaching responsibilities, research, community service, campus administration, and even side jobs, making it clear that the working conditions for lecturers are far from ideal. Moreover, the low salaries, especially for lecturers in private universities, have severe implications not only on individual welfare but also on the broader educational system. The low income of lecturers contributes to a looming teaching crisis on campus, which will inevitably affect the quality of education and lecturer performance. This crisis is further reflected in public sentiment. Google Trend data shows a sharp increase in searches for the phrase "don't be a lecturer," reaching a peak of 100 at the end of January 2025, indicating a growing disillusionment with the profession. In addition, a staggering 76.5% of lecturers have side jobs outside of their academic duties. The most common side jobs include consulting (32.4%), teaching (18.9%), research (16.2%), and writing (2.7%). A smaller percentage (5.41%) are engaged in informal work, such as being online motorcycle taxi drivers. These figures reveal the heavy burden on lecturers to seek additional income, which ultimately compromises their focus and performance in their primary academic roles.

Sustainable learning should begin with strengthening basic skills such as reading, writing, and arithmetic (calistung). This is heavily influenced by the teaching methods, media, and teaching modules used. Adapting the content into student activities through modules is key to improving the quality of the learning process. In response to this issue, the Community Service Team (PkM) conducted a Training on Preparing Teaching Modules at the Swara Peduli Ceria Foundation, located in Klender, East Jakarta. This training aimed to assist educators at the learning center in developing relevant and impactful teaching modules for children. The activity was held at the Learning Center Hall of the Swara Peduli Ceria Foundation, with 15 participants attending. The training was carried out in five stages: (1) initial preparation, (2) activity presentation, (3) delivery of material, (4) activity evaluation, and (5) follow-up. Participants were given both theoretical materials and practical experience in developing teaching modules. The results showed an improvement in the participants' ability to design teaching modules that were appropriate for the needs of the children at the learning center. The final product, a collaboratively developed teaching module, was considered beneficial and practical for the educators to implement in their lessons. This activity provided a positive impact not only for the participants but also for the quality of learning at the center. The PkM program strengthened the role of higher education institutions in supporting sustainable education for the community. By helping educators in preparing suitable teaching materials and modules, the program contributed to enhancing the learning environment for children, ensuring that the education they receive aligns with their developmental needs. This initiative also highlights the importance of collaboration between universities and local educational institutions in improving education quality and fostering sustainable growth in the community.

This study aims to analyze the correlation between learning models and student achievement at SMA Negeri 1 Kuala by applying the Apriori algorithm in data mining, using Rapid Miner software as the primary tool for analysis. The research is motivated by the shift in educational approaches from conventional teacher-centered methods toward more innovative strategies such as project-based learning and cooperative learning, which are expected to foster higher levels of student engagement and improve academic outcomes. In many schools, particularly at the secondary level, the choice of learning model, availability of facilities, and attendance rates are crucial factors that shape learning effectiveness and student performance. The data collected in this study include student grades, the types of learning models implemented, school facility conditions, and attendance rates for the 2023/2024 academic year, covering a total of 680 students. The Apriori algorithm was employed to discover hidden patterns and associations among these variables, enabling the identification of relationships between learning factors and academic achievement. By applying Rapid Miner software, the research systematically generated association rules that reflect meaningful correlations in the dataset. The results indicated that the use of the Indonesian language subject in combination with a cooperative learning model, adequate and complete school facilities, and good student attendance was strongly associated with the attainment of an A grade. This finding was supported by a support level of 53.33% and a confidence level of 100%, suggesting a robust and reliable relationship between these factors. The implementation of data mining techniques through Rapid Miner not only allowed for efficient data processing but also provided practical recommendations for educators and school administrators in designing effective instructional strategies.

This study analyzes the impact of collaborative learning approaches on students' social skills through a literature review method. The research is grounded in the importance of social skills for students' future social and professional lives, encompassing communication, teamwork, and empathy. Collaborative learning, supported by Vygotsky's Zone of Proximal Development theory and Bandura's social learning theory, emphasizes social interaction in education. The findings reveal that collaborative learning significantly enhances students' social skills, including communication, teamwork, and critical thinking, through models like the Teams Games Tournament (TGT). However, challenges such as unequal student participation and complex group dynamics remain obstacles to be addressed. These findings provide critical implications for educators in designing effective learning strategies and emphasize the necessity of teacher training to manage collaborative learning successfully across different educational levels.