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Breast cancer is a serious health problem among women, with incidence and mortality rates that continue to rise. The disease is often detected at an advanced stage due to low levels of awareness, knowledge, and skills related to early detection. Among adolescent girls, particularly high school students, knowledge and skills regarding Breast Self-Examination (BSE) remain limited. This is largely due to restricted access to health information, a lack of targeted educational initiatives, and learning methods that are insufficiently engaging. BSE is a simple and effective early detection method that can be performed independently beginning in adolescence. Video-based education is considered an effective tool for enhancing adolescents’ understanding. This study aims to determine the effectiveness of video-based education in improving knowledge and BSE skills among Grade XI female students at MAN (State Islamic Senior High School) 2 Yogyakarta. This study employed a pre-experimental design using a one-group pre-test and post-test approach. The study population consisted of all Grade XI female students at MAN 2 Yogyakarta, with a sample of 59 students selected through purposive sampling on predetermined inclusion criteria. The intervention involved a single session of a BSE educational video lasting approximately seven minutes. It was conducted in 15 groups, with each group accompanied by one facilitator. Data were analyzed using the nonparametric Wilcoxon statistical test. The Wilcoxon test results showed a p-value of 0.000 (p < 0.05) for both knowledge and skills variables, indicating a statistically significant improvement between the pre-test and post-test scores. In conclusion, video-based education was proven effective in improving knowledge and BSE skills among Grade XI female students at MAN 2 Yogyakarta. Future researchers are encouraged to assess BSE skills using a structured checklist based on standardized evaluation criteria.  

Background: Automatic segmentation of the thyroid gland in ultrasonography (USG) images using deep learning requires a user-friendly interface to support diagnostic and educational processes. Purpose: This study aims to develop and implement a Graphical User Interface (GUI) that integrates a deep learning U-Net model for interactive and efficient segmentation and visualization of thyroid USG images. Method: The development method employed the Rapid Application Development (RAD) approach using MATLAB programming language. The GUI is designed to load transverse and sagittal USG images, display automatic segmentation results, and calculate thyroid gland volume based on dimensions measured automatically from the segmentation output. Testing was conducted using USG image data from 15 volunteers, and GUI functionality was evaluated using black box testing. Result: The GUI successfully displayed USG images and segmentation results with a responsive 4-panel interface; zoom, pan, and image navigation features functioned well. Automatic segmentation occurred in real-time after image input, and volume measurement results appeared automatically. Black box testing evaluation showed all GUI features operated as expected. The average Dice Similarity Coefficient (DSC) of 0.91 indicates high performance of the U-Net model in thyroid segmentation, consistent with previous findings. Statistical testing confirmed no significant difference between volume measurements using the application and manual methods (p = 0.953). Conclusion: This GUI implementation facilitates users in performing deep learning-based segmentation and visualization of thyroid USG images, improving efficiency and accuracy in thyroid volume measurement. The GUI has potential applications in clinical practice and radiology education.

One of the most important factors influencing how well students learn is their motivation to learn. Teachers must actively manage students' psychological well-being, as low motivation to learn can lead to less-than-ideal learning outcomes. In addition to imparting knowledge, teachers can also act as motivators and facilitators, fostering an emotionally and psychologically supportive learning environment. Therefore, particularly in madrasah environments that prioritize spiritual values, teachers' psychological management techniques are crucial for enhancing students' motivation to learn. The purpose of this study was to examine various psychological management techniques used by madrasah instructors to enhance students' willingness to learn. A qualitative research approach with a literature review approach was used as the methodology. Information was gathered from various sources, including books, academic journals, and related documents on learning motivation and educational psychology management. The findings revealed a number of useful tactics that educators can employ, such as developing strong emotional bonds with students, fostering a relaxed and supportive learning environment, expressing gratitude and positive reinforcement, recognizing each student's unique needs and characteristics, and incorporating spiritual values ​​into the educational process. As demonstrated by increased active engagement, learning interest, and learning outcomes, the implementation of these methods has been shown to enhance students' motivation to learn. Therefore, effective and meaningful learning is greatly influenced by the teacher's psychological management.

Digestive health in children plays a vital role in their overall growth and development. Diarrhea remains the most frequent illness occurring among children. The use of probiotics can both treat and prevent this condition. Kombucha is a fermented beverage that can function as a probiotic source. The objective of this activity was to educate members of the PKK (Family Welfare Movement) regarding probiotics and to practice making probiotics at home. The methodology employed a combination of counseling, demonstrations, and hands-on practice. The results of this activity showed an increase in knowledge among all participants concerning probiotics. Participants were enthusiastic and eager during the direct practice of brewing kombucha. Overall, this activity provided a positive impact on the PKK members, with the hope that it can be maintained sustainably to establish the home as the primary foundation for health.

Excessive smartphone use among adolescents, especially students, can develop into smartphone addiction and potentially disrupt learning concentration. At SMP Negeri 11 Jambi City, most students use smartphones for long periods for entertainment and social media until late at night, which leads to drowsiness and reduced focus during lessons. This study employed a quantitative method with a cross-sectional design. The population consisted of all seventh-grade students at SMP Negeri 11 Jambi City, totaling 352 students, with a sample of 175 respondents selected through stratified proportionate random sampling. Data were collected using the Smartphone Addiction Scale–Short Version (SAS-SV) questionnaire and a learning concentration questionnaire. Data analysis was conducted using univariate and bivariate methods with Kendall’s tau-b test. The results showed that 84% of respondents experienced smartphone addiction, while 61.7% had a good level of learning concentration. Kendall’s tau-b test indicated a significant relationship between smartphone addiction and learning concentration (p-value = 0.000; r = 0.243), showing a weak association. Higher levels of smartphone addiction were linked to decreased learning concentration. Therefore, active involvement from schools and parents is needed to guide adolescents in managing stress and boredom positively.

Hypertension contributes to numerous complications such as heart disease, stroke, kidney failure, and is a risk factor of disability and death. Hypertension Prevalence in Jatinangor is 37.8%, that is higher than national rate. The control of hypertension is low and the education at the primary health facility is short. Therefore, another buffer system for education such as posbindu is needed. Activities that educate people with hypertension become very important, but need to be adjusted as needs. Aim of this study is to determine form and intensity of education preferred by hypertension patients Method: Qualitative descriptive with case study approach using focused group discussion (FGD) method, led by main moderator and assisted by a second moderator. Participants consisted of 15 people with hypertension chosen purposively with the inclusion criterias female and parallel to the research objective. The discussion used semi-structured questions. This study is conducted in two villages in Jatinangor, Desa Cipacing and Desa Cilayung from February to May 2017. Results: Participants wanted education in the form of traditional learning, game simulation, written notes, and video recording. The intensity of education preferred until patients understand, it tends to be performed more than once, and preferred place are performed within Posyandu (Integrated Health and Nutrition Post) with education frequency varies from once a week to once a month. Conclusion: Hypertension patients have variable preference of education forms and its intensity. Innovations in the development of methods in accordance with hypertension patients’ needs must be continued, so that interventions can become more effective for hypertension patients.

Maternal reproductive health is a critical factor in reducing Maternal Mortality Rate (MMR) and Infant Mortality Rate (IMR). Data from Deli Tua Primary Health Center shows that K4 coverage reached only 78% with prenatal class participation at 40%, still below the national target. Low knowledge among pregnant women about reproductive health is one of the main causes. This Community Service Student Creativity Program (PKM-M) aims to improve reproductive health knowledge through innovative and interactive prenatal class improvement. The implementation method includes developing educational media (modules, posters, videos), conducting classes with participatory learning methods, and evaluation through pre-post tests. The program was conducted over 5 months targeting 30 pregnant women divided into 3 groups, each attending 6 sessions. Materials covered physiological changes during pregnancy, nutrition, reproductive hygiene, danger signs, childbirth preparation, and postpartum care. Results showed a knowledge score increase of 42.5% (from 58.3±12.4 to 83.1±8.7) with significance p<0.001. Participation reached 86.7% with satisfaction level of 4.3/5.0. The program proved effective in improving reproductive health knowledge and can be replicated in other primary health centers with local context adaptation.

Handwashing with Soap (CTPS) is the activity of cleaning hands using clean, running water and soap to remove dirt, oil, and various germs such as viruses, bacteria, and parasites that may cling to the skin. As one of the most effective, simplest, and most affordable methods of preventing infectious diseases, CTPS is highly important to practice consistently, especially among students at Public Elementary School 283 located in Waitomu Hamlet, Leihitu District, Central Maluku Regency. However, observations indicate that after school activities or playtime, several students still show reluctance to wash their hands, which may be influenced by low awareness, limited understanding of hygiene, insufficient supervision, or the absence of strong daily habits related to cleanliness. This issue reflects the need for more structured hygiene education, continuous reminders, and interactive learning methods to instill good handwashing habits. In addition, improving supporting facilities—such as accessible handwashing stations, adequate soap supply, and visual posters—can motivate students to practice CTPS more regularly. Strengthening CTPS awareness and habits is expected to reduce the risk of disease transmission, foster a healthier school environment, and encourage students to adopt lifelong hygiene practices that benefit both their personal well-being and the wider community.

Digital transformation in the modern era has significantly influenced various aspects of life, including education. Today's university students, as digital natives, have a strong tendency to access information and learn through social media platforms such as Instagram and YouTube. This opens up great opportunities to develop more adaptive, contextual, and relevant learning strategies, particularly in Islamic Religious Education (PAI), which is often perceived as traditional and monotonous. This community service project aims to transform PAI learning methods through the integration of social media to enhance student engagement and learning motivation. The implementation method includes five stages: socialization, training and workshops, content production mentoring, instructional implementation, and evaluation and reflection. The results show that the use of YouTube and Instagram as learning media effectively increases student engagement scores (average 3.75) and learning motivation (average 3.80), with YouTube contributing the most by providing long-form, flexible educational content. Instagram complements this by delivering moral messages in a quick and visually appealing format. Beyond improving learning effectiveness, this initiative also promotes Islamic digital literacy and empowers students as content creators for moderate and educational Islamic messages. In conclusion, the strategic integration of social media in PAI learning is a proven innovative approach that should be widely adopted in higher education environments.

Background: Obesity has become a global epidemic, with substantial implications for musculoskeletal health, particularly in weight-bearing joints like the knee and ankle. Aim: To determine the prevalence of obesity with respect to age and gender and to assess its effect on the knee and ankle joints among adults in Ekpoma, Edo State. Materials and Methods: A descriptive cross-sectional study involving 60 obese adults was conducted using a structured, validated questionnaire. Ethical approval and informed consent were obtained. Results: Respondents were predominantly aged 40–45 years (35%) and female (80%). 65% reported pain in the knee and/or ankle joints; 56.7% reported joint stiffness or reduced range of motion. Conclusion: Obesity significantly affects the knee and ankle joints, contributing to pain, stiffness, and a reduced range of motion. These results reinforce the need for targeted public health interventions aimed at obesity prevention and management, particularly in populations at risk of joint-related complications.

Indonesia, as a tropical country, has a high potential for the spread of infectious diseases, including conjunctivitis, or inflammation of the eye membranes. Densely populated residential environments such as Islamic boarding schools and boarding schools are vulnerable to the transmission of this disease due to intense interaction and suboptimal hygiene. Based on various studies, the prevalence of conjunctivitis is quite high among adolescents, especially in boarding-based educational environments. This condition not only disrupts comfort but also impacts the learning and worship processes of students. As a form of promotive and preventive efforts, a health education program themed "Healthy Eyes, Enthusiastic Learning: Recognize and Treat Eye Pain" was conducted at SMK IT Subulussalam Samarinda. This activity aimed to increase students' knowledge about the causes, transmission, and prevention of conjunctivitis, with the hope of encouraging behavioral changes towards a clean and healthy lifestyle. The education was conducted through interactive lectures, discussions, and question-and-answer methods. The results of the activity showed an increase in students' understanding of the importance of maintaining eye and environmental health. It is hoped that this activity can be a real contribution to the pharmacist profession in supporting the creation of a healthy and productive learning environment among adolescents.

Vocabulary mastery is a fundamental component in English language learning that determines comprehension, speaking, and writing skills. However, in the context of district-level communities, including the Regional Library of Labuhan Batu, vocabulary learning still faces various challenges such as the lack of contextual teaching materials, the dominance of rote learning methods, and the limited use of local resources. To address these issues, this Community Service Program (PkM) proposes the application of lexical analysis on 100 local library documents as the basis for developing interactive media used in vocabulary training. The method employed is a community-based participatory approach, with stages including preparation, lexical analysis, media development, training, and evaluation. Corpus analysis produced 27,800 word types with 200 high-frequency words and 1,350 distinctive local vocabulary items. The interactive media developed include multimedia modules, Wordwall quizzes, mobile-based gamification, and bilingual infographics. The training was attended by 40 participants, with evaluation results showing a significant improvement in the average post-test score (76.8) compared to the pre-test (42.5), and 82.5% of participants achieving scores ≥70. Furthermore, 90% of participants reported increased motivation to learn, and 85% considered the locally based materials more relevant. Thus, this PkM provides a tangible contribution to enhancing English literacy through local vocabulary and offers an interactive learning model that can be replicated in other regional libraries in Indonesia.

This study aims to investigate the effect of command teaching style on the ability to kick a ball using the inside of the foot in junior high school students. The research method used is a quasi-experimental design with one group pretest-posttest. The sample consisted of 30 eighth-grade students from SMP Negeri 5 Tondano selected through purposive sampling. Data were collected using pretest and posttest instruments and analyzed using descriptive statistics and paired sample t-test. The results showed a significant increase in posttest scores compared to pretest scores, indicating the effectiveness of the command teaching style in improving the technical ability of kicking a ball with the inside foot. The findings support the application of structured and directive teaching approaches in physical education, particularly in learning fundamental motor skills. This study highlights the relevance of teacher-centered methods for skill acquisition and offers practical implications for physical education practitioners.

The application of interactive media in classifying Indonesian poetry based on stylistic devices aims to enhance students' understanding in identifying and analyzing the stylistic elements used in poetry. Stylistic devices such as metaphors, personification, hyperbole, and similes play a significant role in enriching the meaning of poetry and deepening the reader’s interpretation. The use of interactive media offers a more dynamic and effective approach compared to traditional methods. Through digital platforms and interactive learning applications, students can become more engaged in an active and enjoyable learning process, making it easier for them to recognize and comprehend various stylistic devices in poetry. This media also supports diverse learning styles, such as visual, auditory, and kinesthetic, enabling students to learn according to their preferences. This study aims to explore the effectiveness of interactive media in teaching the classification of stylistic devices in poetry and how it can enrich the learning experience while improving students' analytical skills in literary works. It is hoped that the application of interactive media can create a more engaging learning environment, boost students' motivation, and deepen their understanding of Indonesian poetry.

Hypertension is one of the most prevalent non-communicable diseases and a major risk factor for heart disease, stroke, and kidney disorders. The high prevalence of hypertension cases in the community, particularly in the working area of Puskesmas Kota Rantau Prapat, highlights the urgent need for more effective early detection efforts to prevent severe complications in the future. However, the limited capacity of healthcare workers in utilizing data analysis technologies has resulted in hypertension risk detection being dominated by conventional methods, which are often less accurate and inefficient. To address this issue, this community service program was conducted through training on the application of the Random Forest algorithm to analyze patients’ medical history data in order to detect hypertension risks. The training method included an introduction to the fundamentals of machine learning, data pre-processing stages, implementation of the Random Forest algorithm, and interpretation of prediction results. The outcomes of the program demonstrated that healthcare workers were able to understand the use of data analysis technologies to support more accurate early detection of hypertension. Furthermore, the participants gained practical skills in utilizing medical datasets to produce predictions that can serve as a decision-support tool for preventive medical actions.Thus, this training contributed to enhancing the capacity of community healthcare workers in integrating machine learning-based technologies into preventive healthcare services. This program is expected to serve as an initial step toward developing more effective, efficient, and sustainable data-driven health systems.

This study aims to analyze the socialization process of implementing a mobile application for English language learning among Information Systems students and to evaluate the effectiveness of the socialization. The research employs a descriptive qualitative method, collecting data through observation, interviews, questionnaires, and documentation. The subjects consist of 30 students purposively selected based on their interest and readiness to participate in the socialization. The socialization process includes material delivery, application demonstration, and brief training. Results show an increase in students’ positive perceptions regarding the ease of use and benefits of the application in supporting English learning. Additionally, students’ learning interest significantly improved after the socialization. The effectiveness evaluation reveals that the delivered material is easy to understand, and the interactive methods successfully engage student enthusiasm. The usage of the mobile application among students notably increased, both in terms of downloads and routine usage frequency. However, some challenges remain related to motivation for consistent application use, which should be addressed in future development and socialization efforts. This study recommends enhancing technical support and motivation strategies to encourage sustainable adoption. Thus, implementing mobile applications in English learning can be an effective alternative to improve learning quality in the digital era.

Indonesian language learning at the junior high school level often faces challenges such as low student motivation, participation, and comprehension in reading, writing, and listening materials. The predominance of lecture-based methods and textbooks leads to suboptimal student engagement, especially in online or hybrid learning. This community service activity at SMP S Methodist 1 Rantau Prapat aims to enhance students’ understanding as well as teachers’ capacity through the application of interactive learning media. The media used include interactive PowerPoint, Wordwall, and H5P, which allow adaptive quizzes, writing exercises, and game-based activities. The implementation methods involve initial observation, development of interactive curriculum-based materials, socialization, teacher training, classroom implementation, and evaluation using pre-tests and post-tests. Data were collected through comprehension tests, classroom participation observations, and short interviews. The results showed a significant improvement: the students’ average post-test scores increased compared to the pre-test, with more active classroom participation in interactive quizzes and discussions. Teachers also felt more supported in delivering lessons and gained new skills in using digital media. In conclusion, the application of interactive media proved effective in improving the quality of Indonesian language learning and can serve as a sustainable model for secondary schools.

Typhoid fever is an infectious disease caused by the bacterium Salmonella typhi, commonly found in developing countries, including Indonesia. Prompt and accurate treatment is crucial to prevent serious complications in patients. One way to assist in diagnosing typhoid fever is by applying machine learning methods to classify patient data. The Naive Bayes method is one of the machine learning algorithms frequently used in medical data classification due to its strong ability to handle large and complex datasets. This article discusses the application of the Naive Bayes method for classifying typhoid patient data at Rantauprapat General Hospital (RSUD Rantauprapat). By utilizing medical data that includes clinical symptoms, laboratory test results, and patients’ medical histories, the Naive Bayes model can provide fairly accurate predictions regarding the likelihood of a person having typhoid fever. The research findings indicate that Naive Bayes is reliable in predicting typhoid diagnoses with adequate accuracy, thereby supporting healthcare professionals in making faster and more precise decisions. It is expected that the implementation of this method can accelerate the diagnostic process and improve the quality of healthcare services at RSUD Rantauprapat, as well as in other regions.

Gunungsari Village, Windusari District, is one of the areas facing quite serious challenges in efforts to develop basic literacy in school-age children. The main problems faced are low interest in reading, limited access to adequate reading materials, and learning methods that are still conventional. These conditions have implications for many children who are not able to read and write fluently despite having received an elementary school education. In response to this situation, the community service team took the initiative to implement a literacy program that uses an interactive learning approach through the development of a literacy park. This program is not only designed to be a learning platform, but also to create a learning atmosphere that is fun, contextual, and involves the active participation of children. Various activities are implemented, including storytelling, the provision of a reading corner, educational games such as math games, vocabulary quizzes, and the provision of simple rewards to maintain high learning motivation. This program activities are carried out periodically with the involvement of the school, the surrounding community, and also the village government, so that its sustainability has the support of various parties. The results of the implementation show a significant increase in children's literacy skills. Not only are they reading more fluently, but they are also better able to comprehend story content and write simple ideas. Furthermore, the children appear more confident in expressing themselves, are more active in every learning activity, and are beginning to demonstrate positive reading habits. A culture of literacy is also slowly growing through the existence of child-friendly and inclusive literacy parks. This proves that a fun, community-based literacy approach is highly relevant in rural areas with limited resources and can be a simple yet impactful means of educational transformation for children's futures.

On-task behavior problems are a common obstacle in the academic activities of school-aged children. Children often experience difficulty maintaining attention, are easily distracted, and exhibit frequent shifts of attention during learning. This has the potential to lead to decreased academic achievement and increased impulsive behavior. This study aims to determine the effectiveness of the shaping behavior modification technique in increasing the duration of on-task behavior. The subject of the study was a 4-year-old boy who exhibited attention problems while working on academic tasks. The research design used a one-group pretest-posttest design with a single-subject approach using an A-B-A data collection model. Data collection was carried out using a duration data sheet to measure the duration of on-task behavior through direct observation. Data analysis was conducted by comparing the average duration of on-task behavior before and after the intervention. The results showed that the shaping technique did not provide a significant increase in the duration of on-task behavior. Although there were fluctuations in the duration of increases and decreases during the intervention phase, these results were not sufficient to prove the effectiveness of shaping in this context. These findings indicate that the shaping approach is less than optimal when applied alone, and that additional intervention methods or other alternatives are needed that are more appropriate to the characteristics and needs of the child. This research provides implications for the importance of selecting appropriate and adaptive behavioral intervention techniques to help children improve focus and engagement in academic activities.