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The disparity in the quality of rehabilitation services across regional work units presents a significant challenge to effective public management. This study aims to bridge the gap between problem diagnosis and policy prediction by proposing a hybrid, data-driven approach. We integrate K-Means Clustering to map the current state of service quality and Stochastic Simulation to predict the impact of strategic interventions. Using the 2024 Public Satisfaction Index (IKM) dataset from the National Narcotics Agency (BNN), the K-Means algorithm initially identified 26 work units (15.7%) in the "Red Zone" (critical performance), highlighting urgent areas for improvement. Next, a stochastic simulation modeling a "Directed Priority Intervention" scenario was run. The results predicted a significant structural shift in the distribution of service quality, characterized by an 80.8% decrease in critical units (down to 5 units) and a 71.8% increase in excellent performing units (up to 67 units). These findings validate that the integration of clustering and simulation provides a comprehensive framework for evidence-based decision-making, enabling policymakers to optimize resource allocation and efficiently accelerate national service standardization.

This study aims to improve the effectiveness of facility arrangement at Pabrik Oncom Bu Nana by analyzing interactions among production activities and designing spatial layouts based on their priority levels. The current layout presents several critical issues, particularly because the equipment sanitation area is combined with the toilet, creating a significant risk of contamination and reducing hygiene during production. In addition, irregular material flow and excessive worker movement lead to inefficient work processes and may affect the quality of the final product. To address these issues, this study employs the Activity Relationship Chart (ARC) to evaluate the functional closeness among production areas, as well as the Total Closeness Rating (TCR) to determine facility placement priorities based on the intensity of inter-stage relationships. The results of the ARC analysis indicate that the fermentation room has the strongest link to the main stages of oncom production, requiring its placement to be closer to the preparation and molding areas. Findings from the TCR further emphasize that fermentation should become the primary focus in the layout redesign. Based on both methods, a more organized layout design is proposed by relocating the fermentation room to the beginning of the production flow, separating the toilet and sanitation room into two distinct areas, and restructuring the storage, molding, and drying spaces. This redesigned layout is expected to enhance cleanliness, improve material flow, and strengthen the operational effectiveness of Pabrik Oncom Bu Nana.

This study aims to analysis the impact of the presence of coal transport parking areas on the Income of the Informal Sector, identify the most dominant factors influencing Income, and examine the socio-economic impact experienced by informal sector business actors in Muara Tembesi District. This study uses a quantitative approach with Multiple Linear Regression analysis and Classical Assumption Tests to test the hypotheses. Data were obtained through surveys of informal sector business owners around the parking areas. The dependent variable is Income, while the independent variables include Age, Education, Working Hours, Initial Capital, and Distance. Comparative descriptive analysis is used to validate socio-economic changes. Data analysis shows that working hours, initial capital, and distance have a positive and significant impact on the income of informal sector business actors, whereas age and education do not significantly affect the income of informal sector business actors. Descriptively, there has been massive welfare migration, indicated by the decrease in the proportion of low-income respondents from 60 percent to only 2 percent after the intervention. The presence of parking pockets has been proven to provide a positive and transformative economic impact for the informal sector. This impact is driven by increased production inputs (Capital and Working Hours). On the other hand, logistics activities generate negative external impacts in the form of dust pollution and security risks, which require strict regulation by the Local Government.

PT Mandiri Banana Indonesia still requires further development and arrangement of its layout and facilities to enhance the efficient and optimal use of land. This study aims to determine whether the existing layout at PT Mandiri Banana Indonesia is effective in supporting operational flow and the uninterrupted progression of the production process. The research adopts a quantitative descriptive approach, which is used to measure the correlation between activities through the Activity Relationship Chart (ARC) and Total Closeness Rating (TCR) methods. These methods enable the analysis to be presented in a measurable and objective manner as a basis for improving the facility layout. This study proposes a new layout design for the main production area and supporting facilities. The proposed layout is based on the results of ARC and TCR analyses, which indicate several critical spatial interrelationships among the facilities. Based on the findings and discussion regarding the application of the Activity Relationship Chart (ARC) and Total Closeness Rating (TCR) in designing the facility layout at PT Mandiri Banana Indonesia, it may be inferred that layout improvement exerts a significant impact on enhancing workflow efficiency and the overall work environment. The proposed alternative layout is expected to achieve a safer, more hygienic, and more productive spatial arrangement by establishing a clear separation between the production zone, administrative zone, and supporting areas.

The livestock sector in Gowa Regency, South Sulawesi, has great potential but is often threatened by outbreaks of Foot and Mouth Disease (FMD), which cause significant economic losses. This study aims to evaluate the FMD control policies implemented by the Gowa Regency Government based on William Dunn's six policy evaluation criteria: effectiveness, efficiency, adequacy, equity, responsiveness, and accuracy. The study used a qualitative approach with primary data collected through in-depth interviews with key informants from the Livestock and Animal Health Division of the Gowa Regency Livestock and Plantation Service and supporting data from various literature. The findings show that the FMD control policy is effective in achieving zero cases, but efficiency is hampered by limited medical personnel (only two veterinarians) and operational budget dependence entirely on the Central Government. Vaccine adequacy is a pull sistem (demand-driven) and compensation distribution is carried out fairly. Community responsiveness increased after severe losses, and policy accuracy was considered most optimal in the implementation of biosecurity and sanitation while promoting vaccination. As a recommendation, the Gowa Government needs to recruit contract workers in the field of animal health, allocate funds for the procurement of operational vehicles and equipment to support laboratory facilities, and issue a Regent Regulation that strictly regulates the implementation of biosecurity and livestock housing patterns in high-risk areas.

The issue of inorganic waste such as plastic and used paper in industrial environments remains an important issue that affects the cleanliness and aesthetics of work areas. PT Pertamina Patra Niaga Fuel Terminal Rewulu faces challenges in managing non-hazardous solid waste due to limited sorting systems and waste transportation frequency. This Community Service activity aims to improve workers' understanding and skills through socialization and training in making ecobricks as a solution for utilizing inorganic waste. The methods used include pre-activity stages, socialization and hands-on practice, and evaluation through pre-tests and post-tests. The results of the activity showed a significant increase in participants' knowledge after the training, proving the effectiveness of interactive methods in strengthening understanding of the 3R (Reduce, Reuse, Recycle) concept. In addition to reducing waste volume, this activity also fostered awareness and participation among workers in creating a clean and sustainable work environment. The results of this community service are important as a first step in building a culture of independent waste management in industrial environments and can be replicated in other locations with a similar approach. Keywords: Implementation of Pancasila values, bullying prevention, character education, primary school, SDN 1 Jatisela, school environment, student behaviour.

This research examines the importance of work ethic and ethics in the professional world, as a strong work ethic and high ethical standards serve as a foundational guarantee for individual success in today's competitive job market. The study aims to determine how integrity, responsibility, diligence, and professionalism not only shape a person's reputation but also directly influence the quality of work and overall productivity. In the dynamic modern professional world, integrity, responsibility, and diligence are not merely theoretical knowledge; rather, sound judgment is also essential for maintaining personal reputation and credibility. Furthermore, a positive work ethos and ethics are proven to be key factors for professional advancement and long-term career development. This case study utilizes a qualitative method, where information is derived from observations and verbal descriptions. By analyzing the relationship between ethos and ethics, the study concludes that strategic investment in these areas can yield greater opportunities, job stability, and enhanced professional satisfaction, establishing them as invaluable assets in the global labor market.

Malaria remains a significant health issue in the coastal areas of Yapen Islands Regency, particularly among children who are at high risk of morbidity and mortality. To address this, a community empowerment and mentoring activity was conducted in Kampung Turu, the service area of Serui Kota Health Center, with the aim of increasing knowledge and practices related to malaria prevention through a community-based education approach. The program involved 60 respondents and was carried out in three stages: preparation, implementation, and monitoring and evaluation. The interventions included malaria education, demonstrations on the use of insecticide-treated bed nets, environmental management, and training community health workers as education agents. Pre–post test evaluations showed an improvement in community knowledge and awareness regarding malaria prevention in children. The community empowerment approach was proven effective in promoting positive behavioral changes and enhancing the capacity of parents and health workers to carry out sustainable malaria prevention efforts. This program is expected to serve as a model for public health interventions in coastal areas aimed at reducing the risk of malaria in children.  

This study presents a woodcraft creation in the form of a wall clock with traditional Karo ornaments as the main visual element. The creation is driven by the urgency to preserve the visual culture of the Karo people, which is increasingly threatened by modernization, and the lack of distinctive local souvenirs in tourist areas such as Berastagi, which often offer only generic or mass-produced items. This creation aims not only to function as an indicator of time but also as a medium for cultural preservation, education, and the strengthening of the Karo visual identity in a contemporary context. The creative process applies the "three stages and six steps" approach by S.P. Gustami, which includes exploration, design, and realization. Exploration involves field observations of Karo architecture and artifacts, literary studies on Karo visual symbols, and careful selection of motifs, focusing on Tapak Raja Sulaiman, Takal Kerbo, and Pengeret-ret as representative elements rich in symbolic meaning. The design stage produces various sketches that integrate the functional aspect of the wall clock with the principles of ornamentation, ensuring both utility and cultural expression. Realization involves selecting local woods such as teak, mahogany, and jelutung, followed by manual carving techniques, the application of natural wood coloring, and protective finishing with melamine spray to ensure durability and aesthetic quality. The final result consists of twelve unique wall clocks that embody the aesthetic, symbolic, and cultural richness of the Karo people. This work demonstrates how traditional motifs can be re-contextualized into functional objects, making cultural heritage more visible and relevant in daily life, and is expected to inspire further innovation in the local crafts industry, contributing to long-term preservation and revitalization of regional cultural identity.

The prevalence of chronic diseases in Jambi City has tended to increase in the last three years, especially hypertension and diabetes mellitus. Chronic diseases that are high risk, high volume and high cost have an impact on the household economy of sufferers who tend to incur health costs that exceed the family's financial capacity (catastrophic). The existence of the Chronic Disease Management Program (Prolanis) from BPJS Health should contribute to reducing the number of chronic diseases, reducing the burden of disease and improving the social relations of chronic disease sufferers, however the coverage of Prolanis activity is still low and several responses from community experience indicate there are problems with the acceptability of the program. This research aims to measure the level of community acceptability of health interventions and social relations in the Prolanis practice as assessed by analyzing affective attitudes, burden, ethics, intervention coherence, costs, perceived effectiveness and self-confidence of chronic disease sufferers in Jambi City in 2023. The research was conducted with Quantitative research methods use a cross-sectional design. Respondents were selected based on a purposive sampling technique totaling 180 respondents spread across five Puskesmas work areas in Jambi City. The research instrument is a questionnaire. The research results show that the indicators of burden, ethics and effectiveness are the most dominant factors in influencing the acceptability of Prolanis participants. As a recommendation, it is suggested to the government and BPJS Health to increase public understanding of the importance of using Prolanis in an effort to reduce the number of chronic diseases in Jambi City.

Pneumonia is one of the leading causes of mortality in children under five, especially those living in households with active smokers. This study aims to determine the risk of pneumonia in toddlers from smoking families in the working area of Meuraxa Public Health Center, Banda Aceh City. The research used a case-control design with 33 respondents, consisting of 11 cases (toddlers with pneumonia) and 22 controls (toddlers without pneumonia). Data collection was conducted through a structured questionnaire and analyzed using the chi-square test. The findings revealed that the prevalence of pneumonia among toddlers from smoking households was 33.3%. There were significant associations between pneumonia incidence and several factors, including nutritional status (p = 0.024), immunization status (p = 0.034), exclusive breastfeeding (p = 0.027), parental smoking behavior inside the house (p = 0.009), and household ventilation (p = 0.017). Toddlers who were not exclusively breastfed, had poor nutritional status, incomplete immunization, poor air ventilation, and exposure to cigarette smoke at home were at higher risk of developing pneumonia. This study emphasizes the vital role of the family in creating a healthy, smoke-free home environment that supports children's well-being. Community-based interventions and educational programs are essential to prevent pneumonia and improve the quality of life of children, particularly in urban public health areas like Meuraxa.

The rapid growth of amateur football clubs in Surabaya presents great opportunities for talent development and social cohesion, but it also comes with managerial challenges such as unclear organizational structure, lack of financial transparency, limited promotion, and the absence of operational standards for matches. This article presents the results of a community service program based on capacity building, designed to strengthen the managerial capacity of amateur football club managers in Surabaya. The activities focused on a one-day face-to-face workshop for representatives from 30 clubs, utilizing interactive lectures, local case studies, targeted discussions, and the distribution of practical handouts including organizational structure templates, code of conduct, one-page financial reports, content calendars, and matchday checklists. The core materials covered five areas: governance & legal, planning & OKR, finance & accountability, marketing & sponsorship, and operations & safeguarding. The program concludes that a brief, capacity-building workshop can trigger the initial professionalization of amateur football clubs through measurable, easy-to-adopt, and replicable minimum viable governance practices. These findings are relevant as a model for strengthening governance and management of amateur clubs in Indonesia, while also supporting a more professional, accountable, and sustainable community sports ecosystem.

Background: Maternal Mortality Rate (MMR) in Indonesia remains a significant health challenge, with the majority of deaths related to preventable pregnancy complications. Empowering pregnant women through increased knowledge and skills in early detection is a key strategy to encourage timely care seeking. Objective: To review and analyze policies and implementation of programs empowering pregnant women in early detection of complications in Indonesia over the past five years (2020–2025), including policy frameworks, implementation models, research findings related to impacts and barriers, and policy recommendations. Methods: A scoping review using the Population-Concept-Context (PCC) approach was conducted. The literature search included scientific publications, national policy documents, and program reports published between 2020–2025. Relevant works included quasi-experimental studies, program reports, and policy documents. Main results: Maternal empowerment programs are driven by national policies to improve maternal health literacy and reduce MMR. Implementation is often integrated into Pregnant Women's Classes (KIH) or through digital media. Educational interventions have shown significant improvements in maternal knowledge of danger signs, but challenges include the low quality and availability of educational materials, as well as issues with outreach to mothers in remote areas. Conclusion: Empowering pregnant women in early detection is an important policy initiative to reduce maternal mortality. However, standardization of the curriculum, strengthening the role of cadres, and increased digital support are needed to ensure equitable reach and effectiveness.

Basic immunization helps to prevent infectious diseases in toddlers. It increases immunity and reduces morbidity and mortality. However, full basic immunization coverage is low in several areas, including the Darul Imarah Health Center, Aceh Besar. Family support is considered one of the influencing factors. This support can be emotional, informational, instrumental, or appraisal. The purpose of this study was to determine the relationship between family support and the completeness of basic vaccinations for toddlers in the service area of ​​the Darul Imarah Community Health Center in Aceh Besar. This study used a quantitative cross-sectional design. Using a probability random sampling method, the sample size was 90 respondents out of 817 respondents in the population. The research was conducted from May 5th to 24th, 2025. The study used both bivariate and univariate analyses. The data collection was analyzed using the Chi-Square test. The results showed a relationship between family support and toddler immunization completion, with a P-value of 0.003 (p<0.05). The conclusion indicates a relationship between family support and immunization completion. Therefore, this research provides insight for the family's role in improving basic immunization coverage for toddlers. The findings may help the Darul Imarah Health Center and healthcare workers design strategies for socialization and family support to reach complete immunization targets.

Effective waste management is a crucial challenge in maintaining environmental cleanliness and sustainability, especially in rural areas. This study aims to analyze the development of waste banks as a sustainable waste management solution in Jl Sosro GG 1001 Village. The research method used is qualitative descriptive with data collection techniques through field observations, in-depth interviews with residents and waste bank managers, and documentation of activities. The results of the study show that the existence of waste banks is able to increase public awareness in sorting and managing household waste. In addition, the social and economic impacts caused are quite significant, such as the formation of work groups, increased additional income, and strengthening the value of mutual cooperation. However, there are a number of challenges that hinder program optimization, including limited operational facilities, lack of continuity of community participation, and lack of technical support from local governments. To overcome this, a capacity building strategy is needed through continuous training, provision of supporting facilities, and cross-sector collaboration. The waste bank in Jl Sosro GG 1001 Village has great potential to be used as a model of sustainable community-based waste management, if supported by a joint commitment between residents, the government, and other stakeholders.

Work activities in workshops often require static and repetitive body positions, such as bending over, lifting heavy loads, or reaching into narrow areas of vehicles. These habits can gradually cause muscle tension and lead to neck and lower back pain. Given the high risk, physiotherapy counseling on occupational safety and health (OSH) and ergonomics was conducted to provide practical understanding to B-Garage, Batu City workshop workers. The counseling was delivered interactively through material presentations, direct discussions, and demonstrations of stretching exercises that can be easily applied in daily activities. The results of the activity showed a very significant increase in knowledge; participants who initially did not understand the principles of ergonomics and musculoskeletal pain prevention were able to identify work risks and practice stretching exercises correctly after the education session. This change was clearly evident from the post-test results, which showed a significant overall improvement compared to the pre-test. These findings indicate that physical therapy education not only enhances knowledge but also promotes behavioral changes toward safer, more comfortable, and more productive work patterns.

Fire disasters can occur at any time in residential areas or schools, which are often triggered by electrical short circuits, the use of gas stoves, to minor negligence such as cigarette butts. As a preventive effort of Department of Education of Semarang, this research aims to create a prototype of a microcontroller-based early detection and fire suppression system with C programming. This tool uses NodeMCU as a control center that integrates fire sensors and DHT11 sensors to monitor room temperature in real-time. If the system detects any indication of fire or a significant temperature spike, a buzzer will activate as a warning alarm and the fan will work automatically to assist the initial extinguishing process.

Choosing a strategic business location is a key factor in building a successful enterprise, especially in Lautem Municipality, Timor-Leste. This area presents various opportunities for businesses such as grocery shops, small restaurants, repair workshops, and agricultural ventures. However, entrepreneurs often face challenges like poor road infrastructure, limited purchasing power, and inadequate transport access. This study developed a web-based Decision Support System (DSS) using the ELECTRE method to help business owners select the most suitable location. The system evaluates multiple location options based on important criteria such as population density, transportation access, and economic activity. By using this approach, entrepreneurs can reduce the risk of choosing an unprofitable location and improve their chances of success. The results show that implementing the ELECTRE method in a DSS is effective for identifying optimal business sites. These findings are expected to serve as a practical reference for entrepreneurs in Lospalos and nearby areas, while also supporting local economic development in the region.

One of PT Pertamina Patra Niaga Fuel Terminal Sanggaran's CSR initiatives is the community-based turtle conservation program, or Turtle Conservation and Education Center Serangan (TCEC), which focuses on biodiversity and community empowerment. With the help of this program, turtles in Serangan Village that are in danger of going extinct will continue to exist. Serangan Village is a top priority when conducting CSR initiatives in the areas of biodiversity and social empowerment because it is part of the company's operational region. The program's main objective is to raise and care for turtles at TCEC, including feeding hatchlings and turtles, examining turtles' health, monitoring, turtle socialization and education, turtle inhealth training, saving turtles from South Bali's beaches and many more. The Poins of SDGs Goal 4 Quality Education, Goal 8 Decent work and Growth Economic, and Goal 15 Life on Land are achieved in part because to this program. 19 local workers were employed by this program, which earns $200 million annually. In order to carry out its duties and responsibilities, the Conservation Office and Turtle Education has an organizational structure filled by managers from traditional villages. The Turtle Conservation and Education Center was initially founded as a result of a village community movement that has a focus on turtle conservation in collaboration with WWF, BKSDA (Nature Conservation Agency; Indonesia), Udayana University Bali and is under the auspices of the traditional village of Serangan. The TCEC released almost 20,000 baby turtles as part of conservation efforts to ensure their survival. A number of G20 Summit attendees paid TCEC Serangan a visit, which demonstrated how the world acknowledged its struggle with turtle conservation. TCEC Serangan is the recipient of numerous national and international honors, including the Kalpataru (the award given to individuals or groups for their services in preserving the environment in Indonesia).

This Community Service Program (PKM) was implemented in Siantar Martoba, Pematangsiantar City, with the aim of enhancing the local economy through empowering farmer groups in optimizing backyard land. The program is a collaboration between Universitas Murni Teguh PSDKU Pematangsiantar, Politeknik Bisnis Indonesia, and the Food Security and Agriculture Office of Pematangsiantar City, attended by 15 farmers on July 4, 2025. The resource person, Henry Dunan Pardede, S.P., M.M., provided training on cultivating high-value crops such as California Papaya and Caplak Chili. The activities consisted of preparation, training, field assistance, and distribution of seedlings. The results showed an improvement in skills, entrepreneurial motivation, and more productive use of backyard land. This program also contributed to the achievement of SDGs point 1 (No Poverty), point 2 (Zero Hunger), and point 8 (Decent Work and Economic Growth) by strengthening the local economy based on agricultural potential. With a community-based approach, this program successfully increased food security, household income, and the sustainability of agricultural practices, while demonstrating the effectiveness of empowerment that can be extended to other areas facing similar challenges.