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This study examines the recurring traffic accidents at the Bawen intersection in Semarang Regency, particularly involving heavy vehicles descending from the toll exit. The research aims to analyze the underlying causes and formulate an effective accident prevention model. Using a qualitative empirical juridical approach, data were collected through field observations, interviews, and document analysis. The findings reveal that accidents are caused by a systemic interaction of factors, including inadequate road geometry, vehicle technical failures (especially brake malfunction), driver fatigue and limited competence, suboptimal traffic management, and weak preventive law enforcement. These interrelated factors create a high-risk traffic environment, particularly at signalized intersections at the end of steep descents. The study proposes an integrated prevention model combining infrastructure improvement, vehicle supervision, driver capacity enhancement, technology-based traffic management, and preventive law enforcement. This model emphasizes a holistic and sustainable approach to traffic safety. The implications highlight the need for coordinated policies among stakeholders to reduce accident rates and improve overall road safety in the region.

Poultry agribusiness is a key driver of food security and rural economic development in developing countries. However, the sector remains vulnerable to infectious diseases such as avian influenza and Newcastle disease, which can disrupt production systems and supply chain continuity. Although previous studies have examined poultry disease control, biosecurity, and supply chain disruption, evidence on how risk and crisis communication supports outbreak management and resilience in developing-country poultry agribusiness remains fragmented. This study applied a systematic literature review (SLR) approach under PRISMA guidelines to synthesize risk and crisis communication strategies in poultry disease management and their contribution to supply chain resilience. Only seven relevant studies published between 2020 and 2025 met the inclusion criteria and were analyzed using the PICO framework. Quality assessment using the Mixed Methods Appraisal Tool (MMAT), combined with systematic data extraction in Microsoft Excel 2021, was conducted to improve methodological transparency and consistency. The novelty of this review lies in integrating communication strategies, enabling and constraining factors, digital tools, One Health perspectives, and public–private collaboration within a single analytical synthesis. The findings indicate that participatory, transparent, and coordinated communication can support disease prevention and crisis preparedness, particularly when strengthened by stakeholder trust, policy support, training, and accessible information channels. However, limited digital literacy, inadequate infrastructure, and cultural barriers may reduce communication effectiveness. Overall, this review highlights the need for inclusive communication systems and collaborative governance to strengthen poultry supply chain resilience in developing countries, while recognizing that the small evidence base limits broad generalization.

Colorectal cancer and paralytic ileus are significant health concerns worldwide, including in Indonesia, where their prevalence and mortality rates have shown concerning trends. This study aims to compare the prevalence and mortality of paralytic ileus and colorectal cancer in Indonesia using data from the Global Burden of Disease (GBD) for the years 2019, 2021, and 2023. A secondary data analysis was conducted using GBD 2023 data, focusing on prevalence, incidence, and mortality rates for both conditions across 34 provinces in Indonesia. The study employed a time-trend analysis to observe the changes in disease burden over the specified years, along with examining the differences in disease characteristics based on sex, age groups, and regions. Results indicated that colorectal cancer has a higher burden of disease, with significantly higher prevalence and mortality rates compared to paralytic ileus. This highlights the urgent need for enhanced prevention, early detection, and management strategies for colorectal cancer in Indonesia. The findings emphasize the importance of integrated healthcare policies to address both conditions effectively, focusing on regions with the highest disease burden. Further research is recommended to explore the underlying risk factors and to evaluate the effectiveness of current healthcare interventions.

Stunting is a chronic nutritional problem that remains a major public health challenge in Indonesia, including in Ngombakan Village, Polokarto District, Sukoharjo Regency. Moringa leaves (Moringa oleifera Lam.) are known as a superfood plant with nutritional content far exceeding conventional food ingredients, including protein, vitamin A, calcium, potassium, iron, and vitamin C, making them highly potential as a functional food for stunting prevention. This community service activity aims to improve the knowledge of mothers at the Posyandu of Ngombakan Village about stunting and the benefits of moringa leaves, while also introducing the innovation of moringa leaf pudding as a nutritious supplementary food for toddlers. The activity was carried out from August 13 to September 6, 2024 through 6 meetings at the posyandu using lecture methods, leaflet distribution, and pudding-making demonstrations. The results showed a significant increase in mothers' knowledge about stunting and the nutritional content of moringa leaves, as well as positive enthusiasm from participants in accepting moringa leaf pudding as an affordable and nutritious supplementary food alternative for toddlers.

This study aims to analyze the trends in the prevalence of ischemic heart disease (IHD) in Indonesia from 2019 to 2023 based on data from the Global Burden of Disease (GBD) study, with a focus on gender differences between males and females. The data used in this study includes detailed prevalence data for IHD based on province and gender. The analysis reveals that the prevalence of IHD is higher in males than in females, with greater fluctuations observed in females, particularly after menopause. Although there are significant differences in the prevalence across several provinces, risk factors such as smoking, obesity, hypertension, and diabetes contribute significantly to the increasing prevalence of this disease. However, the differences in prevalence between provinces and genders are not always statistically significant, indicating that other factors such as access to healthcare, lifestyle, and socio-economic factors also influence the distribution of this disease. This study provides valuable insights for the development of gender-based heart disease prevention policies and introduces more targeted interventions.

Corruption committed by the leader of an independent state oversight institution represents a paradox that fundamentally undermines the legitimacy of government governance. This study examines the case of Hery Susanto, Chairman of the Ombudsman of the Republic of Indonesia, who was designated as a corruption suspect by the Attorney General's Office on April 16, 2026—merely six days after his inauguration—in connection with alleged bribery of Rp1.5 billion from PT Toshida Sulawesi Hijau Indonesia involving the management of Non-Tax State Revenue (PNBP) in the nickel mining sector for the period 2013–2025. This study aims to analyze the manifestation of the three elements of the Fraud Triangle—pressure, opportunity, and rationalization—within this case, and to formulate systemic implications for corruption prevention in independent state institutions. Employing a normative-empirical legal research approach with a case study method, data were collected through documentation and qualitative content analysis of legal documents, official press releases from the Attorney General's Office, and verified media reports. The findings reveal that pressure stemmed from financial motivation and career ambition; opportunity arose from weak internal oversight mechanisms, the perpetrator's strategic position, and regulatory gaps in Law Number 37 of 2008; while rationalization manifested through cognitive justification that framed the receipt of compensation as a reasonable reward for services rendered. This study contributes to the literature on forensic accounting and corruption criminology, while recommending the establishment of an independent Ombudsman Supervisory Board and the strengthening of a digital-based early detection system.

Pulmonary tuberculosis is an infectious disease that remains a public health problem, especially in developing countries such as Indonesia. The transmission of this disease can be prevented through appropriate behavior, which is influenced by the level of individual knowledge. This study aims to determine the relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission among patients at a public health center. This study used a quantitative method with a cross-sectional design. The sample consisted of 20 respondents selected using total sampling technique. The research instrument was a questionnaire measuring knowledge and behavior. Data were analyzed using the Chi-Square test. The results showed that most respondents had a good level of knowledge (50.0%) and good preventive behavior (60.0%). The Chi-Square test showed a p-value of 0.000 (p < 0.05), indicating a significant relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission. In conclusion, there is a significant relationship between knowledge level and preventive behavior, indicating that improving knowledge is essential in preventing tuberculosis transmission.

Pulmonary tuberculosis is an infectious disease that remains a public health problem, especially in developing countries such as Indonesia. The transmission of this disease can be prevented through appropriate behavior, which is influenced by the level of individual knowledge. This study aims to determine the relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission among patients at a public health center. This study used a quantitative method with a cross-sectional design. The sample consisted of 20 respondents selected using total sampling technique. The research instrument was a questionnaire measuring knowledge and behavior. Data were analyzed using the Chi-Square test. The results showed that most respondents had a good level of knowledge (50.0%) and good preventive behavior (60.0%). The Chi-Square test showed a p-value of 0.000 (p < 0.05), indicating a significant relationship between knowledge level and preventive behavior of pulmonary tuberculosis transmission. In conclusion, there is a significant relationship between knowledge level and preventive behavior, indicating that improving knowledge is essential in preventing tuberculosis transmission.

Background: Rabies is a fatal zoonotic disease that remains a serious health problem in Bali, with increase case from rabies transmiting animal bite   in 2025. Sobangan Village, area of ??the Mengwi I Public Health Center, has been identified as a high-risk area due to its largest dog population and the second-highest bite incidence in the region. Lack of understanding regarding the initial treatment of bite wounds and vaccination are major risks factor for fatalities. Aim: This community service activity aims to increase the knowledge and awareness of the Sobangan Village community regarding the prevention and initial treatment of Animal Bites. Method: The implementation method included interactive counseling and focused discussions involving 18 village cadre representatives and PKK members, evaluated using pre-tests and post-tests. Result: The results showed a significant increase in the average knowledge score of participants from 11.56 to 12.56. The most increase understanding occurred in identifying the characteristics of rabid dogs (from 55.6% to 94.4%) and the urgency of post-exposure vaccination (from 72.2% to 100%). Conclusion: Community-based health education has been shown to be effective in improving cognitive competence as a preventative measure to reduce the risk of death from rabies in endemic areas.

Background: Non-communicable diseases (NCDs) are a leading cause of morbidity and mortality worldwide and pose a significant public health challenge in Indonesia. Indonesian Army (TNI AD) personnel are at risk of developing NCDs due to operational stress, smoking habits, unhealthy dietary patterns, sleep disturbances, and insufficient physical activity outside working hours. Health education is an effective health promotion strategy to improve awareness and encourage healthy lifestyle behaviors for NCD prevention. This community service program aimed to improve the knowledge of Indonesian Army personnel regarding the prevention of non-communicable diseases through health education. Methods: The program was conducted at the 18/YKR Combat Engineer Battalion, Gianyar, Bali, in August 2024 and involved 40 Indonesian Army personnel. The intervention consisted of preparation, health education delivered through lectures and interactive discussions, and evaluation using pre-test and post-test questionnaires to assess participants' knowledge before and after the educational session. Results: Before the intervention, 29 participants (72.5%) had fair knowledge and 11 (27.5%) had good knowledge regarding NCD prevention. Following the health education session, the number of participants with good knowledge increased to 14 (35.0%), while those with fair knowledge decreased to 26 (65.0%). Most participants also demonstrated improved post-test scores, indicating enhanced understanding of NCD risk factors and preventive measures. Conclusion: Health education effectively improved participants' knowledge regarding NCD prevention. Regular and sustainable educational programs in military settings are recommended to strengthen awareness, promote healthy lifestyle practices, and support the prevention of non-communicable diseases among Indonesian Army personnel.

Background:Tuberculosis remains a serious public health challenge in Indonesia, including in Pekalongan City, which sees an annual increase in cases. The still high number of TB cases and deaths each year indicates that the program being implemented is not yet fully effective, therefore requiring active community involvement, increased capacity of health workers, and closer cross-sector integration. Aims: This activity aims to provide comprehensive community nursing care through a promotive and preventive approach, with an emphasis on identifying risky behaviors, knowledge deficits, and non-adherence to TB treatment. Method: The methods used included community assessment, establishing a community nursing diagnosis, planning education-based interventions, implementing outreach and simulation activities, and evaluating outcomes. Results: The results of the activity indicated that most people have limited knowledge about TB prevention, and that risky behaviors and non-adherence to therapy persist. Interventions, including group outreach, interactive discussions, and education on the importance of medication adherence, demonstrated increased knowledge and healthier behavior changes. Conclution: The conclusion of this activity emphasized the importance of the active role of community nurses in reducing TB transmission rates through educational approaches, active surveillance, and cross-sector collaboration. Recommendations focused on strengthening ongoing education and the involvement of families and community health workers in early detection and monitoring of TB patient therapy.

Background: Stunting remains one of the public health problems that requires early prevention through health education and growth monitoring in children under five years old. Lack of parental knowledge regarding balanced nutrition, child feeding practices, hygiene, and routine physical examination can increase the risk of growth disorders in toddlers. Purpose: Physical examination in toddlers is important to identify early signs of growth and developmental problems, including body weight, height or length, nutritional status, and general physical condition. Method: This community service activity was conducted face-to-face using health education, discussion, and direct physical examination methods. The stages of activity included preparation, delivery of educational materials about stunting, physical examination of toddlers, recording the results, and providing simple counseling to parents. Results: The activity showed that mothers were enthusiastic in participating in counseling and toddler physical examination. Before the education was given, several mothers still had limited understanding about the causes, impacts, and prevention of stunting. After the activity, mothers began to understand the importance of balanced nutrition, routine weighing, height measurement, immunization, hygiene, and regular visits to posyandu or health facilities. Conclusion: Education about stunting and physical examination of toddlers can increase parental awareness regarding early prevention of growth disorders. This activity is useful in encouraging families to monitor toddler growth regularly and implement healthy childcare practices.

Students of the Indonesian School of Jeddah (SIJ) are predominantly categorized as Third Culture Kids (TCK) who face sociocultural challenges and complex health determinants, including a high risk of dental caries and limited character monitoring outside the classroom. This transnational community service program aimed to evaluate the effectiveness of an integrated educational model using audio-visual media through the “Happy Teeth, Bright Smile” campaign and self-monitoring through the “My Adventure Journal” in improving oral health literacy and students’ character behavior. The study employed a Participatory Action Research (PAR) approach with mixed methods involving 155 elementary and junior high school students. Dental knowledge data were analyzed using the Wilcoxon Signed Ranks test, while journal compliance was calculated descriptively using the Grand Mean method and triangulated with content analysis of parental feedback. The results showed that elementary students’ compliance with daily character missions increased by 28.31%, particularly in the discipline dimension. Among junior high school students, multimedia intervention significantly improved clinical preventive knowledge (p < 0.001), with mean scores increasing from 77.00 to 90.20. Parental feedback indicated improvements in self-regulation, responsibility, and self-confidence. The study concludes that optimizing the Tripartite Partnership among university students, schools, and parents is effective in strengthening psychosocial resilience and students’ basic health independence in a transnational environment.

The purpose of this community service activity was to improve the financial accountability of cooperatives by developing a PERSUS on the KPUD Kieskendo in Panunggalan Village, Pulokulon District, Grobogan Regency. The activity was conducted through a workshop and mentoring session involving the cooperative's management and supervisory board. It began with a presentation on the importance of financial accountability, good cooperative governance, and the implementation of SAK EP. The identification results indicated that the cooperative lacked a written accounting policy for internal oversight, financial reporting, and transaction recording. Next, the community service team drafted a PERSUS, which regulates financial reporting, cash and bank management, loan receivables, the formation of CKPN, internal supervision, related party transactions, and fraud prevention. To align the policy with the cooperative's operational needs, discussions on the draft were conducted through participatory, article-by-article discussions. The results of the activity indicated that the management and supervisory board had a better understanding of the benefits of accounting policies for increasing transparency and accountability in cooperative management. It is hoped that the PERSUS will serve as an official guideline for creating more professional, transparent, and sustainable cooperative governance.

Background:Flooding is one of the most common environmental problems in residential areas and is closely related to poor community awareness of waste management. Improper waste disposal can clog drainage systems, increase the risk of flooding, and lead to various environmental health problems. Objective: This community service activity aimed to improve community knowledge and awareness regarding waste management and environmental health as an effort to prevent flooding in Panompuan Jae Village. Methods: The activity was conducted on May 22, 2026, at the Panompuan Jae Village Prayer House involving 15 women from a local religious study group. The educational methods included lectures, discussions, and interactive question-and-answer sessions. The materials covered waste classification, household waste management, environmental health, and the relationship between environmental cleanliness and flooding. Results: The activity improved participants’ understanding of proper waste management. Participants were able to distinguish between organic and inorganic waste and understood appropriate waste handling practices. They actively participated in the discussion and showed an initial commitment to disposing of waste properly and maintaining environmental cleanliness. Conclusion: The community education program successfully improved public knowledge and awareness regarding waste management and environmental health, supporting flood prevention efforts in Panompuan Jae Village.

The proliferation of social media interactions frequently results in an increased risk of cyberbullying. This study aims to evaluate the impact of digital literacy, digital security, and digital communication on cyberbullying prevention among Generation Z TikTok users. Employing an explanatory quantitative approach, data were collected through online questionnaires distributed to Generation Z students in the Information Systems Study Program at Universitas Internasional Batam. The respondent data were then analyzed using the Partial Least Square-Structural Equation Modeling (PLS-SEM) technique. The analytical results reveal that digital literacy does not significantly affect cyberbullying prevention. Conversely, both digital security and digital communication demonstrate a significant impact on cyberbullying prevention. Among the investigated variables, digital communication exerts the most dominant influence on preventing cyberbullying. These findings suggest that preventing cyberbullying requires more than merely digital knowledge; it heavily relies on the implementation of digital security measures and the capacity for ethical communication in digital environments. Ultimately, this research is expected to serve as a valuable reference for formulating effective cyberbullying mitigation strategies for Generation Z across social media platforms.

Hypertension is one of the leading non-communicable diseases contributing significantly to cardiovascular morbidity and mortality worldwide. Despite the availability of extensive electronic medical record data in healthcare institutions, these data are often utilized only for administrative reporting rather than predictive analysis. Consequently, opportunities to identify age groups with a higher probability of developing hypertension remain underutilized. This study aims to implement the Naïve Bayes classification algorithm to analyze age distribution and classify the risk of hypertension among patients using healthcare data. The research adopted the Cross-Industry Standard Process for Data Mining (CRISP-DM) methodology, including business understanding, data understanding, data preparation, modeling, evaluation, and deployment. Patient medical record data consisting of demographic and clinical attributes, including age, systolic blood pressure, diastolic blood pressure, body weight, gender, and hypertension status, were processed using the Naïve Bayes algorithm. Model performance was evaluated using a confusion matrix by measuring accuracy, precision, recall, specificity, and balanced accuracy. The implementation demonstrates that the Naïve Bayes algorithm is capable of classifying hypertension risk efficiently while providing probabilistic information regarding age groups with a higher tendency to experience hypertension. The resulting classification model offers an effective decision-support tool for healthcare providers in conducting targeted screening, preventive interventions, and evidence-based health planning. The findings also indicate that data mining techniques can transform routinely collected medical records into valuable clinical knowledge for early hypertension prevention and healthcare decision-making.

Manual handling is still commonly performed across all occupational sectors, particularly by workers in production and warehouse roles. This situation indicates that warehouse workers face a relatively high physical workload due to manual handling activities, which can potentially lead to musculoskeletal disorders (MSDs). This study aims to analyze the relationship between workload in manual handling activities and MSD complaints using the recommended weight limit (RWL) method at Warehouse AB. This study employs a cross-sectional design and total sampling, with a population of 29 workers in the goods lifting and transport section at Warehouse AB. The independent variables examined in this study included workload, age, and body mass index (BMI). The dependent variable in this study was MSD complaints. This study was conducted through observation, measurement, and interviews. The measurement results will be analyzed using IBM SPSS Statistics 27 software with Spearman’s rank correlation test. The results of the correlation test indicate that there is no association between workload, age, and BMI in manual handling activities and MSD complaints. Relevant parties are encouraged to implement the use of back supports and carts as a form of early prevention against MSD complaints.

Child marriage remains a significant issue negatively impacting the health and quality of the younger generation, particularly through the increased risk of stunting in children. This article discusses the results of an educational outreach titled “Marriage Is Not Just About Legality: Legal Education on Marriage Dispensation and Its Implications for Stunting Prevention Among Students,” conducted at SMA Negeri 3 Parepare. The outreach aimed to raise students’ awareness about the relationship between minimum marriage age, marriage dispensation, and the health impacts on children, especially the risk of stunting. The methods employed included deconstruction, brainstorming, material delivery, reconstruction, and evaluation through pre-test and post-test assessments. Results demonstrated a significant improvement in students’ understanding from both medical and legal perspectives. The discussion focused on analyzing the contradictory legal norms regarding minimum marriage age and marriage dispensation, which frequently lead to implementation challenges. This outreach underscores the importance of integrating legal education and reproductive health as a preventive strategy to reduce child marriage and prevent stunting. Consequently, the program contributes to shaping a healthy, legally aware younger generation capable of making mature and responsible marriage decisions.

This study examines the phenomenon of child marriage in Grobogan Regency by focusing on the relationship between child vulnerability and the effectiveness of child protection policies within a local context. Despite the revision of the legal minimum marriage age to 19 years through Law No. 16 of 2019, child marriage remains a persistent social issue. Data from the Religious Court of Purwodadi indicate that there were 562 cases in 2024, 463 cases in 2025, and 152 cases from January to April 2026, totaling 1,177 cases. This condition highlights a significant gap between policy formulation and its implementation at the local level. Using a descriptive qualitative approach, this study explores the multidimensional vulnerability of children, particularly girls, which includes economic hardship, limited access to education, weak bargaining power within families, and strong socio-cultural pressures. The findings reveal that child marriage is not merely an individual choice but a structural outcome shaped by gender inequality and restricted capabilities. Furthermore, social norms and community influence play a crucial role in sustaining the practice, often overriding formal legal frameworks. Although various prevention efforts have been implemented through policy interventions, socialization programs, and institutional coordination, these efforts remain fragmented and insufficiently integrated. The study concludes that addressing child marriage requires a comprehensive and multisectoral approach that combines legal enforcement, economic empowerment, educational access, and transformation of social norms. Strengthening local governance capacity and community engagement is essential to ensure more effective and sustainable child protection policies.