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Drug abuse (NAPZA) has become a serious threat among students and poses significant risks to their physical health, psychological well-being, and future development. Therefore, preventive efforts through structured education and mentoring programs are essential. This community service activity aims to describe the process and outcomes of a drug abuse prevention mentoring program conducted at SMP Negeri 2 Bulu, Temanggung. The program applied a participatory approach consisting of four stages: coordination with the school, educational socialization on the dangers of drugs, follow-up activities through discussions and student reflections, and evaluation to measure students’ understanding. The educational sessions were delivered using interactive lectures, question-and-answer methods, and visual learning media to enhance students’ engagement and comprehension. The results indicate an increase in students’ knowledge and awareness regarding the types, impacts, and prevention strategies of drug abuse. Moreover, students demonstrated more positive attitudes and a stronger commitment to avoiding drugs as a form of self-protection for their health and future. This program is expected to serve as a school-based preventive education model to reduce drug abuse among students through collaboration between teachers, schools, and the wider community.

Early reading skills are fundamental competencies that must be mastered by elementary school students, as they serve as the foundation for future academic success. However, conventional teacher-centered instruction often fails to maximize students’ active engagement in learning. This study aims to analyze the effectiveness of the Project Based Learning model assisted by mind mapping media in improving the early reading skills of second-grade elementary students. This research employed a quantitative approach with an experimental design. The participants were second-grade students who received instruction through the Project Based Learning model assisted by mind mapping media. Data were collected using reading skill tests administered before and after the treatment. The data were analyzed to identify differences in students’ reading abilities following the implementation of the learning model. The findings indicate that the implementation of Project Based Learning assisted by mind mapping media has a positive effect on students’ early reading skills. The model promotes active student participation, enhances critical and creative thinking skills, and facilitates comprehension through structured visual representation of concepts. Furthermore, the learning environment becomes more interactive and meaningful, increasing students’ motivation to engage in reading activities. Therefore, the Project Based Learning model assisted by mind mapping media is recommended as an alternative instructional strategy to improve early reading skills in elementary schools.

This study aims to analyze the discretion of family planning counselors in implementing contraceptive policies and the influence of acceptors' socio-demographic characteristics in Demak Regency. Using a mixed-methods approach with a sequential explanatory design, the study included 89 respondents for quantitative analysis and five key informants for in-depth interviews. The results showed a strong positive correlation between counselor discretion and acceptor socio-demographic characteristics (r = 0.646; p < 0.001), which explained 41.7% of the variance in discretionary practices. Counselors adapted communication strategies based on the age, education, geographic location, and culture of acceptors. Policy implementation faced obstacles in the counselor-community ratio (1:23) and the dominance of short-term contraceptive choices due to socio-cultural influences. Theoretical implications enrich the literature on street-level bureaucracy, while practical implications recommend strengthening counselors' capacity, increasing the ideal ratio, and implementing IEC strategies tailored to local culture. Limitations include a single geographic focus and a cross-sectional design. Future research is suggested to use longitudinal designs and multi-regional comparative studies to explore the dynamics of discretion in different socio-cultural contexts.

The café industry has become increasingly competitive, including in the Arcamanik District of Bandung City. This study seeks to investigate the extent to which marketing intelligence capabilities influence the competitiveness of café MSMEs in the region. A descriptive and verificative research approach was employed, utilizing linear regression analysis with the assistance of SPSS version 20 software. The study population consisted of 43 café MSME entrepreneurs, selected through a saturated sampling technique, thereby including all members of the population. Data were collected through field studies—comprising questionnaires, interviews, and direct observations—as well as literature reviews to strengthenthe theoretical framework. The results demonstrate that marketing intelligence capabilities have a significant effect on competitiveness. This finding highlights the critical role of marketing intelligence in enabling café MSMEs to sustain their operations and enhance their competitive advantage. Strengthening marketing intelligence can serve as an effective strategic approach for café MSMEs to ensure business sustainability and improve competitiveness. The study suggests that future research may incorporate moderating variables such as digitalization or service quality to further explore the dynamics between marketing intelligence and competitiveness.

The café industry has become increasingly competitive, including in the Arcamanik District of Bandung City. This study seeks to investigate the extent to which marketing intelligence capabilities influence the competitiveness of café MSMEs in the region. A descriptive and verificative research approach was employed, utilizing linear regression analysis with the assistance of SPSS version 20 software. The study population consisted of 43 café MSME entrepreneurs, selected through a saturated sampling technique, thereby including all members of the population. Data were collected through field studies—comprising questionnaires, interviews, and direct observations—as well as literature reviews to strengthenthe theoretical framework. The results demonstrate that marketing intelligence capabilities have a significant effect on competitiveness. This finding highlights the critical role of marketing intelligence in enabling café MSMEs to sustain their operations and enhance their competitive advantage. Strengthening marketing intelligence can serve as an effective strategic approach for café MSMEs to ensure business sustainability and improve competitiveness. The study suggests that future research may incorporate moderating variables such as digitalization or service quality to further explore the dynamics between marketing intelligence and competitiveness.

Consular services have become a critical site of state intervention in the governance of international labor migration, particularly for migrant-sending countries such as Indonesia whose citizens depend on overseas missions for administrative protection and access to public services abroad. Despite the growing importance of consular institutions in safeguarding migrant workers’ rights and welfare, existing scholarship remains fragmented, offering limited conceptual integration of how administrative capacity shapes institutional readiness in cross-border public service delivery. Addressing this gap, this article presents a structured narrative–integrative literature review that synthesizes international peer-reviewed studies on administrative capacity, policy capacity, consular services, and migrant worker protection published in the last five years. Drawing on Administrative Capacity Theory as the core framework, complemented by Public Service Theory, Policy Implementation Theory, Street-Level Bureaucracy, and Institutional Theory, the review systematically analyzes how different dimensions of capacity configure institutional readiness in consular services. The findings reveal that institutional readiness emerges from the interaction of four interrelated dimensions: human resource capacity, organizational and procedural capacity, institutional and coordination capacity, and resource and infrastructure capacity. Rather than functioning as isolated determinants, these dimensions collectively shape how consular institutions translate formal mandates into service outcomes under conditions of transnational governance, legal pluralism, and fluctuating demand. The review further demonstrates that frontline discretion, coordination gaps, procedural rigidity, and uneven resource allocation are recurrent patterns across the literature, underscoring the dynamic and practice-based nature of administrative capacity in consular contexts. Theoretically, this article contributes to public administration scholarship by extending administrative capacity frameworks into the underexplored domain of cross-border public services and by integrating previously segmented theoretical perspectives into a coherent conceptual synthesis. By reframing consular services as institutionally embedded public service systems rather than solely diplomatic functions, the article advances understanding of institutional readiness in migrant worker protection and provides a robust analytical foundation for future empirical and comparative research in international public administration.

This study presents a comprehensive comparative analysis of four traditional machine learning algorithms Decision Tree, Random Forest, K-Nearest Neighbors, and Support Vector Machine for Android malware detection using the preprocessed TUANDROMD dataset comprising 4,465 instances and 241 features representing both static and dynamic application characteristics. Motivated by the limitations of conventional signature-based and hybrid detection methods, especially in managing imbalanced datasets and detecting emerging malware variants, the study employed SMOTE to ensure balanced training data and fair model evaluation. The dataset was divided into 80% training and 20% testing subsets, and models were assessed using key performance metrics including accuracy, precision, recall, F1-score, and ROC AUC. The findings revealed that the proposed Random Forest model outperformed the other classifiers, achieving an accuracy of 0.993, precision of 0.992, recall of 1.000, F1-score of 0.996, and a near-perfect ROC AUC of 0.9998 surpassing state-of-the-art approaches. These results affirm the superior predictive capability, consistency, and robustness of the Random Forest algorithm in Android malware detection. The study concludes that base models, when integrated with class-balancing techniques, provide reliable and efficient malware detection across imbalanced datasets. For future research, the study recommends exploring advanced hybrid or ensemble frameworks that integrate Random Forest with deep learning architectures or other meta-heuristic optimization techniques to further enhance detection accuracy, adaptability, and resilience against rapidly evolving Android malware threats.

Anemia remains a significant public health problem commonly experienced by women of reproductive age (WRA) due to inadequate iron intake, blood loss during menstruation, and limited knowledge of healthy dietary patterns and balanced nutrition. This condition may lead to decreased productivity, reduced immune function, and an increased risk of complications in future pregnancies. This community service activity aimed to improve the knowledge of women of reproductive age regarding anemia prevention through balanced nutrition education at PMB Imelda Tae Sekadau in 2026. The method used in this activity was health education through lectures, discussions, and question-and-answer sessions. The activity was conducted through several stages, including opening, material delivery, evaluation, and closing sessions. A total of 11 women of reproductive age participated actively in the counseling session. The evaluation results indicated that more than 85% of participants were able to answer the questions provided after the material presentation, suggesting an improvement in understanding of anemia, its signs and symptoms, impacts, and the importance of implementing balanced nutrition in daily life as an effort to prevent anemia. Therefore, this counseling activity was considered effective in enhancing the knowledge of women of reproductive age regarding anemia prevention through balanced nutrition education.

An essential stage in road infrastructure development is land acquisition, which frequently causes project delays due to its complex legal, social, and economic challenges. This study aims to identify the factors that hinder the land acquisition process in the Manado Outer Ring Road (MORR) 3 Phase 4 Construction Project and to assess how these constraints affect the progress of construction activities. The research was conducted using a qualitative case study approach, with data collected through field observations, document reviews, and interviews. The findings indicate that delays in land acquisition are caused by discrepancies in legal status and land ownership, differing perceptions of compensation value, insufficient public socialization, and weak institutional coordination. These issues lead to disruptions in the construction schedule and potential increases in project costs. The study demonstrates that land acquisition necessitates a more cohesive strategy, facilitated by enhanced communication and community engagement, fortified land acquisition management frameworks, and precise verification of ownership data. The results indicate that there must be broader mitigation strategies to prevent similar challenges in future infrastructure projects.

This study employed a quantitative method with a correlational research design to examine the relationship between family social support and self-confidence among Generation Z individuals born between 1997 and 2012. A total of 205 respondents participated in this study. Data were collected using two Likert-scale instruments: the Family Social Support Scale (60 items; Cronbach’s Alpha = 0.980) and the Self-Confidence Scale (58 items; Cronbach’s Alpha = 0.939), both demonstrating excellent reliability. Assumption testing indicated that normality and linearity were not met; therefore, the Spearman’s Rho non-parametric correlation test was applied. The results revealed a significant positive relationship between family social support and self-confidence (r = 0.429, p < .001), indicating that higher levels of perceived family support are associated with higher levels of self-confidence among Generation Z. Most respondents reported high levels of family social support (49%) and self-confidence (65%). Additionally, two items on the family social support scale and four items on the self-confidence scale were identified as having relatively lower scores within the moderate category, suggesting potential topics for future training interventions.  

Dementia is a progressive neurocognitive disorder often accompanied by behavioral and psychological symptoms such as agitation, anxiety, and depression. Pharmacological treatments provide only modest benefits while introducing significant risks, which highlights the need for safer, non-pharmacological alternatives. This literature review examines the role of virtual reality in dementia care, with a focus on its integration with therapies such as music, reminiscence, sensory stimulation, and cognitive training. Evidence from prior research suggests that virtual reality can enhance cognitive functions, reduce symptoms, and improve emotional well-being while also strengthening patient–caregiver interaction. However, challenges related to usability, accessibility, cost, and long-term effectiveness continue to limit adoption. Gaps in research, including limited cultural diversity, inconsistent reporting of intervention design, and a lack of large-scale longitudinal trials, emphasize the need for future work exploring cross-cultural feasibility and AI-driven personalization. Overall, virtual reality represents a promising and evolving non-pharmacological intervention that has the potential to transform dementia care by improving quality of life and reducing reliance on medication.

Career selection is an important process for students at Darussalam Gontor University (UNIDA) because it influences their academic development and future employment. However, many UNIDA students experience difficulties in determining suitable careers due to a lack of understanding of their psychological characteristics. This study aims to build a Decision Support System (DSS) for career recommendations for UNIDA students based on psychological test results using the Simple Additive Weighting (SAW) method. The psychological data used are non-clinical test results collected through a structured questionnaire from six respondents and converted into numerical scores. The research stages include determining criteria and weights, compiling a decision matrix, normalization process, calculating preference values, and ranking career alternatives using SAW. The career alternatives used consist of academics, corporate professionals, entrepreneurs, managers, and social/public services. The results show that the managerial career alternative obtained the highest preference value of 0.861, followed by entrepreneurs at 0.824, corporate professionals at 0.778, social/public services at 0.737, and academics at 0.703. These findings demonstrate that the SAW method is capable of providing objective and systematic career recommendations based on the psychological profiles of UNIDA students. This research is expected to assist UNIDA students and academics in making more informed career decisions tailored to individual characteristics

The rapid growth of e-commerce in Indonesia, particularly the Shopee platform, has generated a large volume of user reviews on the Google Play Store, which can be analyzed to understand consumer sentiment. This study aims to compare the performance of the Support Vector Machine (SVM) and Random Forest (RF) algorithms in binary sentiment classification (positive and negative) on Shopee reviews, as well as to statistically test the significance of their differences using One-Way ANOVA. A total of 400,498 reviews were collected via web scraping, preprocessed through text normalization, tokenization, and Indonesian language stemming, and then feature-extracted using TF-IDF and Count Vectorizer. Evaluation results show that SVM achieved an accuracy of 91.77%, precision of 91.49%, recall of 91.77%, and F1-Score of 91.56%, while RF achieved an accuracy of 90.07%, precision of 91.68%, recall of 90.07%, and F1-Score of 90.55%. ANOVA confirmed that the performance difference between the two algorithms is statistically significant (p-value = 0.0007) with a large effect size (η² = 0.1815). Therefore, SVM is recommended as a more optimal and consistent algorithm for automated sentiment analysis of Indonesian e-commerce reviews, while also providing a replicable methodological framework for similar future research.

This study aims to: 1) describe the classical interpretation of QS. An-Nisa' [4]:9, particularly the concept of protecting descendants (khaufu 'ala al-dzurriyah); 2) explain the moral message of QS. An-Nisa' [4]:9 regarding parental responsibility through Abdullah Saeed's contextual hermeneutical framework; 3) demonstrate how a reinterpretation of QS. An-Nisa' [4]:9 can provide a new, more positive, and more balanced perspective on the childfree phenomenon in contemporary society. This research adopts a qualitative method grounded in library research. The data sources include classical and contemporary tafsir works, the writings of Abdullah Saeed, thematic literature on family studies, and academic references discussing the modern emergence of the childfree phenomenon. The analysis applies a contextual hermeneutical approach that emphasizes reading the Qur'anic verse through its historical setting, universal moral values, and relevance to contemporary social realities. This approach enables an integrated understanding between the fundamental message of the verse and present-day ethical challenges. The findings reveal that classical interpretations of QS. An-Nisa' [4]:9 focuses on the protection of orphans and the obligation to prevent descendants from falling into states of weakness. The moral message of the verse, viewed through Abdullah Saeed's framework, directs attention to the heavy moral responsibility of raising children, which requires comprehensive readiness. The reinterpretation of the verse highlights that the childfree choice does not inherently conflict with Islamic values, as this decision may arise from moral responsibility to avoid producing descendants who may be at risk of weakness, as warned in the verse. This perspective encourages society to view childfree choices more positively and aligns them with the Qur'anic objective of safeguarding the well-being and strength of future generations.

Hospitals are high-risk work environments that expose workers to biological, chemical, physical, and psychosocial hazards.  Despite strict regulations on Occupational Safety and Health (OSH), the implementation of regular Medical Check-Ups (MCU) for hospital workers is often considered merely an administrative formality rather than a legal protection instrument. This study aims to analyze the legal urgency of implementing MCU for hospital workers and examine the evidentiary strength of MCU results as a preventive measure against work-related disease claims. This normative juridical research employs statutory and conceptual approaches, analyzing Law No. 17/2023 on Health, Law No. 13/2003 on Manpower, and Ministry of Health regulations on Hospital OSH. Although MCU obligations are legally mandated, their implementation in hospitals remains administrative in nature and suboptimal as legal evidence for establishing causation in occupational disease litigation. MCU documentation serves as critical baseline evidence to prove or refute work-relatedness of health condition. Hospital compliance with MCU standards constitutes not merely a health compliance requirement, but a preventive legal risk management strategy to avoid compensation claims and ensure workers' constitutional rights to a safe work environment. Strengthening internal MCU protocols is essential for minimizing future litigation risks.

Coordinating conjunctions are conjunctions that function to connect two language units that have the same or equal status, while subordinating conjunctions are conjunctions that connect two language units that do not have the same or equal status. News text is a text that contains information about factual and actual events that are still hotly discussed by the public. This study aims to analyze the use of coordinating and subordinating conjunctions in news articles published by Kompas in September 2025. The method used in this research is a descriptive qualitative method, with observation and note taking techniques applied to analyze conjunctions based on their types and functions. The results show that coordinating conjunctions such as (and, or, but, however) and subordinating conjunctions such as (because, so that, after, until, if) are used to construct coherent, logical, and easily understood sentences. The appropriate use of conjunctions supports the effective delivery of information and enhances the reader's comprehension of the news content. This research is expected to serve as a reference for readers or future researchers who wish to examine linguistic phenomena in online news texts using a similar approach.

This study aims to analyze and identify various types of phrases found in educational opinion texts published on the Pundi.or.id website, 2025 edition. The research is based on the importance of syntactic understanding, particularly the use of phrases, in constructing effective and meaningful sentence structures in opinion texts. A qualitative descriptive method was applied using the observation and note-taking technique. The data were collected by examining, recording, and classifying different types of phrases, including nominal, verbal, adjectival, numerical, and adverbial phrases. The findings reveal that each type of phrase functions differently in shaping sentence meaning and enhancing the clarity of the writer’s arguments. Nominal and verbal phrases were found to dominate the texts, indicating their significant role in presenting ideas and logical reasoning. This research contributes to the development of syntactic studies and provides practical benefits for teachers and students in learning Indonesian, especially in mastering sentence structure and improving opinion writing skills. Furthermore, the study serves as a reference for future linguistic research within the context of digital media and education.

Drug abuse among university students is a problem that needs serious attention because it can damage health, reduce academic achievement, and hinder the future of the younger generation. University students are in a phase of self-discovery, making them susceptible to unhealthy environments and social circles. Therefore, comprehensive drug prevention efforts are needed in higher education settings. This article discusses various forms of drug prevention among students through education, character building, and active student involvement in positive activities. The method used is a literature review from various relevant sources. The results of the discussion show that drug prevention can be effective if supported by cooperation between the campus, families, and students. Education about the dangers of drugs, strengthening moral values, and creating a safe and healthy campus environment are important steps in preventing drug abuse. With continuous prevention efforts, it is hoped that students will be able to protect themselves from the influence of drugs and play a role as a healthy, accomplished, and responsible young generation.

Nutritional status plays an important role in shaping body image among adolescents, particularly female adolescents who experience rapid physical and psychosocial changes. Adolescents with nutritional problems are more likely to feel dissatisfied withitheiribody shape, whichimay lead to unhealthy behaviors such as strict dieting or excessive eating to gain weight. Thisistudy aimed toianalyze theirelationship betweeninutritional statusiand bodyiimage amongifemale adolescentsiat SMK Negeri 1 Palu. This research employedia quantitativeiapproachiwith aicross-sectionalidesign. Aitotal ofi169 femaleistudentsiwere selected using stratified random sampling. Body image data were collected using the Body Self Relation Questionnaire–Appearance Scale, while nutritional status was assessed using Body Mass Index for Age (BMI-for-Age) and Height for Age (HFA). Data were analyzed using the Spearman Rank correlation test. The results indicated that there was no significant relationship between nutritional status based on BMI-for-Age and body image, with a p-value of 0.329. Similarly, no significant relationship was found between Height-for-Age and body image among female adolescents, with a p-value of 0.892. Most respondents were aged 16–17 years, had a negative body image perception, normal BMI-for-Age nutritional status, and normal Height-for-Age category. These findings suggest that body image among female adolescents is not solely influenced by nutritional status but may also be affected by other psychosocial and environmental factors. Therefore, future research is recommended to apply a cohort study design and explore other determinants of body image, such as social media exposure, peer influence, and infectious diseases, to provide a more comprehensive understanding of factors affecting adolescent body image.

The Public Speaking and Computer Network Cabling Training Activity at SMP YPK Sele Be Solu aims to improve students' competence in communication and technical skills in computer networking. The activity was carried out using an experiential learning approach with stages of observation, socialisation, hands-on training, and evaluation. The results of the activities show an increase in students' confidence in public speaking and basic technical skills in network cabling, including LAN cable installation, RJ-45 connectors, and cable testing. Intensive mentoring during the training helped students overcome difficulties and optimise their understanding. This activity demonstrates that combining soft skills and hard skills training through direct experience can improve students' overall competence, motivate learning, and prepare students to face academic and digital challenges in the future. In addition, this activity also strengthened cooperation between schools and universities in supporting the improvement of skills-based education quality. The enthusiasm of students during the training showed that practice-based learning methods are very effective at the junior high school level. With this activity, students have a strong foundation to develop their interests and potential in the fields of communication, information technology, and readiness to face the rapidly developing digital world.