Abstract:Education plays an important role in improving the quality of human life, but economic constraints often prevent many students from continuing their education. The Smart Indonesia Program (PIP) was launched to address these…
ese issues by providing educational assistance. However, in its implementation, the selection of PIP recipients at IT Al-Ikhsan Private Junior High School is still inaccurate. This research aims to classify the eligibility of PIP recipients using the Naive Bayes method. This method is applied to student data from the school's Dapodik in 2024 which consists of 265 students. The data is processed through CRISP-DM data mining stages, namely Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, and Deployment. As a result, the Naive Bayes model showed an accuracy of 92.31% with a precision value for the “Yes” class of 89%, recall 100%, and F1-score 94%. In conclusion, variables such as means of transportation, KPS and KIP recipients, parents' income, and distance from home to school affect the eligibility of PIP recipients.
Abstract:This research is motivated by the large number of prospective students who simply choose a major when they want to enter a vocational school without considering their abilities. The Decision Tree or C45 method is used because…
cause it is able to make decision trees that are easy to describe, and has a level of efficiency in handling discrete and numeric attribute data. While the Naive Bayes method is used because it has a high accuracy of results. This research was conducted based on data from students of SMK Muhammadiyah 10 Kisaran which contained questions about feelings of wrong majors, interests, and determinants of other majors. Data is divided into 2 labels, namely free labels (y) and bound labels (x). Followed by dividing the dataset into training data and testing data with a ratio of 70:30 in both methods to get the level of accuracy. From the results given, it can be seen that the C45 algorithm has an accuracy of 85% and the Naive Bayes algorithm has an accuracy of 26%. This shows that the C45 algorithm is more effective in classifying the available datasets compared to the Naive Bayes.
Abstract:Epilepsi anak membutuhkan tata laksana farmakologis jangka panjang yang bertujuan menurunkan frekuensi kejang dengan efek samping seminimal mungkin. Terapi antikejang tunggal umumnya dipilih sebagai strategi awal karena…
regimen lebih sederhana, evaluasi respons lebih jelas, dan risiko interaksi obat lebih rendah. Namun, sebagian anak tetap mengalami kejang meskipun telah mendapat terapi awal yang adekuat, sehingga terapi kombinasi diperlukan pada kasus tertentu. Tinjauan literatur ini bertujuan menganalisis peran terapi antikejang tunggal dan kombinasi pada epilepsi anak, khususnya terkait frekuensi kejang, keamanan, kepatuhan, dan kualitas hidup. Metode disusun menggunakan kerangka PICO dan alur seleksi berbasis PRISMA. Penelusuran literatur dilakukan melalui PubMed, ScienceDirect, Google Scholar, Cochrane Library, dan laman pedoman klinis resmi untuk publikasi tahun 2021-2026. Sebanyak 14 artikel dan dokumen pedoman memenuhi kriteria kelayakan dan disintesis secara naratif. Hasil kajian menunjukkan bahwa terapi antikejang tunggal tetap rasional sebagai pendekatan lini awal, sedangkan terapi kombinasi lebih tepat dipahami sebagai eskalasi terapi pada anak dengan kontrol kejang belum optimal. Perbedaan frekuensi kejang antara kedua kelompok terapi harus ditafsirkan dengan mempertimbangkan tipe kejang, etiologi, durasi penyakit, kepatuhan, komorbiditas, riwayat kegagalan terapi, dan derajat keparahan awal.
Abstract:The consumption of sugar-sweetened beverages (SSBs) among adolescents has increased and may contribute to the rising prevalence of overweight due to their high sugar and energy content. This study aimed to analyze the relationship…
lationship between the consumption of sugar-sweetened beverages and the incidence of overweight among adolescents at SMP Negeri 28 Surabaya. This study employed an analytical observational design with a cross-sectional approach. A total of 164 respondents were selected using proportional random sampling. Data on sugar-sweetened beverage consumption were collected using a Food Frequency Questionnaire (FFQ), while nutritional status was assessed using Body Mass Index-for-Age (BMI-for-Age). Data were analyzed using the Chi-square test. The results showed a significant association between the consumption of sweetened tea (p = 0.023) and carbonated soft drinks (p = 0.000) with overweight, whereas the consumption of coffee, bubble tea, sweetened milk, isotonic drinks, syrup, and yogurt was not significantly associated with overweight (p > 0.05). It can be concluded that frequent consumption of sweetened tea and carbonated soft drinks is associated with an increased risk of overweight among adolescents. Therefore, nutrition education and limiting the consumption of sugar-sweetened beverages are recommended as preventive strategies to reduce overweight among adolescents.
Abstract:This anthropological study examines the implementation of the 5S culture (Senyum, Sapa, Salam, Sopan, Santun) as a mechanism for character education at State Elementary School 232 Dampang. Utilizing a qualitative ethnographic…
aphic approach, this research investigates how daily cultural practices shape the moral values and behavioral patterns of students within the school ecosystem. Data were gathered through participant observation, in-depth interviews with teachers and students, and document analysis. The findings reveal that the 5S culture functions as a vital enculturation process, transforming abstract moral values into lived, daily habits. Teachers act as primary cultural models, fostering a respectful social environment. However, challenges persist, such as the social dissonance between the school's structured discipline and the students' varied external home environments. Ultimately, this study demonstrates that embedding repetitive cultural rituals within educational institutions effectively instills core values of empathy, respect, and social harmony, providing a sustainable model for early childhood character development.
Abstract:Penelitian ini menganalisis efektivitas implementasi barcode MyPertamina dalam distribusi BBM subsidi di Kabupaten Merauke dengan menggunakan pendekatan studi literatur dan kerangka Mazmanian & Sabatier. Digitalisasi melalui…
alui QR Code diterapkan sebagai upaya menertibkan pendataan dan meningkatkan pengawasan transaksi BBM subsidi, namun pelaksanaannya masih menghadapi sejumlah kendala. Temuan penelitian menunjukkan bahwa ketidakteraturan administrasi kendaraan, rendahnya literasi digital masyarakat, dan keterbatasan akses teknologi menjadi faktor yang menghambat proses pendaftaran dan verifikasi. Selain itu, kapasitas kelembagaan daerah serta pengawasan di lapangan belum sebanding dengan kompleksitas distribusi energi di wilayah yang luas dan terpencar. Kondisi ini membuat kebijakan berjalan parsial dan belum sepenuhnya memenuhi tujuan ketepatan sasaran subsidi. Penelitian ini menekankan pentingnya dukungan struktural, peningkatan literasi teknologi, serta koordinasi antar lembaga agar digitalisasi BBM subsidi dapat berjalan lebih efektif dan inklusif di tingkat daerah.
Kata kunci: BBM subsidi, QR Code, MyPertamina, implementasi kebijakan, Merauke, Mazmanian & Sabatier.
Abstract:This research aims to analyze the strategies implemented by the Merauke Regency Communications and Information Service in developing internet networks to improve public services. This research uses qualitative research methods…
ethods and a descriptive analysis approach. Data collection techniques are observation, interviews, and documentation, with data analysis techniques using data reduction, data presentation, and conclusion. The analysis results found that although there has been progress in developing internet networks, challenges such as limited infrastructure and access speed still need to be overcome. This research recommends that the Communications and Information Service continue to invest in infrastructure, strengthen collaboration with service providers, and improve educational programs for the community. In this way, optimization of public services can be achieved, providing significant benefits for the people of Merauke Regency. The research results show three main strategies implemented: core strategy, customer strategy, and cultural strategy. The core strategy focuses on improving network infrastructure and security, with efforts to expand network coverage in remote areas. The strategy emphasizes customer and assistance service provision. Meanwhile, the cultural strategy seeks to build pleasing cooperation between the Communications and Information Service and the community and increase digital literacy.
Abstract:Differentiated Instruction (DI) has become a pedagogical approach promoted in the Independent Curriculum (Curriculum Merdeka) as a strategy to address the diverse learning needs of students. However, implementation in the…
e field shows a gap between the expected ideals and the realities faced by teachers. This gap between ideals and realities in the field is one of the issues that needs to be researched and assessed so that teachers' readiness as differentiated learning instructors receives attention and can be improved. This study aims to analyze literature related to teacher readiness in implementing differentiated learning in Indonesia. This study uses a literature review approach by reviewing 10 relevant national journals. The 10 national journals represent the results of research conducted in various schools in Indonesia, where these schools have implemented differentiated learning. The results of this descriptive research indicate that most teachers are still in the early stages of understanding differentiated learning and face implementation challenges that include limited training, homogenous learning needs, and suboptimal system support. Thus, the need for teacher readiness in implementing differentiated learning is still far from optimal. In this case, not only teachers are required to be able to carry out their duties in implementing differentiated learning optimally, but related parties in the education sector should also contribute significantly to promoting teacher readiness. The definition of readiness is not only focused on teachers, but as teachers carry out their primary duties as educators, primary readiness is the foundation that teachers must possess. Therefore, a redefinition of the meaning of teacher readiness is needed, which is not only seen from the aspect of individual abilities, but also as part of an educational system that supports structurally, culturally, and professionally.
Abstract:Creativity is an essential aspect in education to prepare learners to face complex future challenges. P5 activities (P5 Student Profile Strengthening Project) serve as an effort to enhance the creativity of students at SMPN…
MPN 281 Jakarta. This research employs a quantitative descriptive approach to evaluate the effectiveness of P5 activities in improving the creativity of eighth-grade students. Data were collected through questionnaires completed by 70 students and interviews with 3 teachers, including the P5 coordinator. The research findings indicate that the effectiveness of P5 activities in enhancing student creativity reaches a very high category, with a percentage of 92%. Student creativity experiences a significant improvement, particularly in generating new ideas, viewing problems from various perspectives, seeking alternative solutions, and daring to undertake challenging tasks. However, there is still room for improvement, especially in aspects of creativity related to unconventional thinking to express oneself. Teachers and the P5 coordinator play crucial roles in designing and implementing P5 activities to create an environment conducive to student creativity growth. In conclusion, P5 activities are effective in enhancing the creativity of eighth-grade students at SMPN 281 Jakarta, yet continuous improvement is needed to achieve maximum creative potential.
Abstract:The Naketi Rite constitutes a traditional confession practice that has been preserved and transmitted across generations within the Oemofa community and functions to sustain social harmony. Social transformation and shifting…
ting patterns of communal interaction have posed challenges to the continuity and interpretation of this ritual, thereby necessitating scholarly inquiry capable of comprehensively elucidating its significance. This study addresses the question of how the symbolic meanings, social functions, and moral values embedded in the Naketi Rite shape mechanisms of reconciliation and social integration in Oemofa society. A cultural anthropology approach was employed to interpret the ritual practice through in-depth interviews, participant observation, and a review of relevant literature. The findings indicate that Naketi serves as an institutionalized medium for acknowledging wrongdoing, restoring fractured relationships, and reinforcing collective solidarity through mutually recognized symbolic mechanisms. The ritual cultivates values of honesty, responsibility, self-awareness, and commitment to social cohesion, which contribute to the prevention of prolonged conflict. The study concludes that Naketi is not merely a ceremonial expression but an effective cultural institution that mediates social tensions and reproduces the community’s moral order. The novelty of this research lies in its integrative analysis of the symbolic dimension and social function of the Naketi Rite as a locally grounded reconciliation model, offering relevance for contemporary cultural anthropology and discourse on tradition-based conflict resolution.