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Gesture  recognition  technology  is  used  to  detect  movements  through  image processing,   enabling  computers  or digital devices to understand and interpret human  body  movements  as  input  or  commands.   This  technology  has  great potential  to bridge communication between the deaf community and individuals without   hearing   impairments,    enhancing  interaction  and  enriching  mutual understanding between the two.  However,  the accuracy ofgesture recognition is often  affected  by variations in the distance between hand landmarks.  Based on this problem,  this research proposes a methodfor stabilizing the measurement of distances between landmark points  in gesture recognition through a polynomial regression  approach.   Specifically,   the  distance  between  hand  landmarks  is calculated and stabilized using polynomial  regression to improve the accuracy of gesture recognition.  This method is implemented using the MediaPipeframework to detect and track hands in real-time,  and the OpenCV library to manage video. The  research  results  show  that  this  approach  can  significantly  improve  the stability  and accuracy  of gesture detection.   The developed system successfully detects gestures for  letters A  through F with a high accuracy  rate,  averaging above 98,3%.  The use ofpolynomial regression helps enhance detection accuracy by reducing noise in the landmark data.

Microplastics are extremely small plastic particles that have become a major concern in public health and environmental studies. This literature review aims to discuss the sources of microplastics, their routes of exposure to the human body, their distribution in organs, and their potential health impacts. The method used was a literature review of scientific articles and reports published from 2021 onward, retrieved from Google Scholar, PubMed, ScienceDirect, and official websites of organizations such as the WHO, OECD, and the World Bank. The review findings show that microplastics originate from plastic waste, synthetic clothing, cosmetics, vehicle tires, and food packaging. These particles have been detected in blood, lungs, the placenta, feces, and various human tissues, indicating that human exposure is widespread. However, evidence from human studies is still limited, so cause-and-effect relationships cannot yet be confirmed with certainty. Based on these findings, further research is needed to better understand the long-term health effects of microplastics. In addition, efforts to reduce single-use plastics, improve waste management systems, and increase public education are essential to reduce exposure and prevent future health risks.

Sign language recognition is one of the areas of image recognition and image processing technology that is developing rapidly in human-computer interaction. This technology really helps the deaf and speech impaired in communicating with non-disabled people. This research aims to examine the optimization of an object tracking system in sign language using the Gaussian Mixture Model (GMM) and Kalman Filter by including the Region of Interest (ROI). The proposed system consists of three main components, namely hand detection, object extraction, and classification. Hand detection is done using the Kalman Filter to track hand movements accurately. Next, Region of Interest (ROI) features, such as shape, direction and movement features, are extracted from the detected part of the hand. These features are fed into a Gaussian Mixture Model (GMM) classifier, which can recognize sign language based on the extracted features. With the combination of GMM and Kalman Filter in this research, it can increase accuracy in object tracking, reduce interference from the background, and ensure the tracking focus remains on important objects. The dataset used is in the form os SIBI alphabet symbols, namely A-Z with the amount of data for each class, namely 620 images. Based on the research result, model testing using GMM, Kalman Filter and ROI produces higher accuracy of 99%, while model testing using GMM and ROI produces accuracy of 90%.

This study investigates the decoupling phenomenon between ESG (Environmental, Social, and Governance) sustainability reporting and communal Tri Hita Karana (THK) sustainability practices in a Rural Bank in Bali. Through Ethnographic Content Analysis (ECA) of official documents from BPR Luhur Damai covering 2023–2025, this study identifies that the Sustainability Report (SR), prepared strictly according to Financial Services Authority Regulation (POJK) 51/2017, does not incorporate substantial THK practices, namely banten (ceremonial offerings) Rp131.6 million, dana punia (religious donations) Rp8.5 million, and monthly banjar (communal community unit) contributions, producing a Hindu religious expenditure to formal Social and Environmental Responsibility (SER) ratio of 10:1. Drawing on the Institutional Logics perspective, this study identifies four decoupling mechanisms: (1) cognitive, namely THK as taken-for-granted, not perceived as “sustainability”; (2) administrative, namely departmental silos between Compliance and General Affairs; (3) template, namely POJK 51/2017 provides no space for local wisdom; and (4) capacity, namely limited Human Resources (HR) and institutional capacity. These findings lead to the concept of “invisible sustainability,” that is, real sustainability contributions that are invisible to conventional reporting frameworks, and “cultural accounting gap,” that is, the absence of accounting categories for local cultural-religious contributions. The theoretical contribution is demonstrating that decoupling in Global South contexts is not merely symbolic compliance but results from structural misalignment between transnational and communal logics that renders local sustainability contributions institutionally invisible.

The development of digital technology has brought significant changes in the field of education, especially in the learning process, school management systems, and teachers' work patterns. This situation requires school principals' leadership who can adapt, be innovative, and act as agents of change in improving teachers' work ethic. This study aims to analyze the role of school principals' transformational leadership in enhancing teachers' work ethic in the digital era and to examine its relevance to educational transformation. The research method used is a qualitative approach with a literature study type through the analysis of various journals and scientific sources from 2020–2025. The results of the study indicate that school principals' transformational leadership plays an important role in increasing teachers' motivation, commitment, and professionalism through ideal influence, inspirational motivation, intellectual stimulation, and individualized consideration. In addition, this leadership is also capable of creating a work culture that is collaborative, innovative, and adaptive to technological developments. Digital transformation in education not only involves the use of technology but also changes in work culture and the improvement of human resource competencies in schools. The implications of this research confirm that school principals as transformational leaders have a strategic role in the success of educational transformation in the digital era through the continuous enhancement of teachers' work ethic.

The Baduy community in Kanekes Village has economic potential based on traditional crafts with high cultural value, such as weaving and woven fabrics. However, the management of craft businesses is still carried out in a simple manner without a structured human resource (HR) management system. Problems faced include the lack of a clear division of tasks, inefficient production processes, and limited marketing strategies. These conditions hamper the optimal development of craft businesses. This community service activity aims to strengthen human resource management based on local wisdom in order to increase the capacity of traditional craft businesses in the Baduy community. The solution offered is training and mentoring on simple business management adapted to traditional values. Activities include socializing the importance of HR management, training on the division of labor within groups, improving production skills, and developing marketing strategies that respect local wisdom. The implementation method uses a participatory approach through the stages of preparation, training, mentoring, evaluation, and program sustainability. The community is actively involved in every stage of the activity to ensure the program's suitability to local socio-cultural conditions. This activity results in increased human resource capacity in craft business management, the establishment of a more organized work system, and an increased economic value of craft products. In addition, this activity is expected to produce a community empowerment model based on local wisdom and scientific publications in community service journals.

Pneumonia is one of the leading causes of morbidity and mortality among children aged 0–18 years worldwide. Appropriate treatment is crucial for improving treatment outcomes and preventing complications and antibiotic resistance. This literature review aims to analyze treatment options for pneumonia in pediatric patients based on articles published in PubMed from 2024 to 2025. The method used involved searching for articles with the keywords “(Case Reports) AND (pneumonia) AND (in children)” using filters for free full text, case reports, English language, human subjects, and the 0–18-year-old age group. Of the 71 articles identified, 10 met the inclusion criteria. The review results indicate that pneumonia treatment in children is dominated by the use of antibiotics and supportive care. In cases of severe pneumonia and necrotizing pneumonia, intensive antimicrobial therapy, close monitoring, and management of complications are required. Modern diagnostic tests such as bronchoalveolar lavage fluid (BALF), rapid syndromic arrays, and metagenomic next-generation sequencing (mNGS) help identify pathogens more quickly and accurately, thereby allowing for more targeted therapy. Additionally, corticosteroids and immunoglobulins are used as adjunctive therapies in cases of severe inflammation. Accurate diagnosis and individualized therapy selection play a crucial role in improving clinical outcomes for pediatric pneumonia patients. 

This study examines the systemic transformation of Japan’s refugee and immigration policy from 2021 to 2025, exploring how humanitarian paradigms have been superseded by state security considerations. The research aims to analyze how Japan constructs refugees as an existential threat to legitimize its restrictive reception regime, synthesizing Realism and Constructivism to explore the intersection of securitization, national interest, and identity. Methodologically, this paper employs a qualitative interpretive case study by integrating Ruth Wodak’s Discourse-Historical Approach (DHA) and Interpretive Process Tracing (IPT) to examine government texts, policy documents, and parliamentary debates. The findings reveal a profound policy asymmetry driven by intersubjective threat framing and institutionalized topoi (abuse, threat, law and order). Ukrainian displaced persons are positively categorized as evacuees (hinanmin) to align with G7 geopolitics, whereas traditional asylum seekers are pejoratively labeled as "repeated applicants" and framed as threats to public order, social harmony (wa), and ethnic homogeneity (tan’itsu minzoku). This discursive construction successfully legitimizes extraordinary measures within the 2023 amendment of the Immigration Control and Refugee Recognition Act (ICRRA), including the abolition of automatic deportation suspensions and the expansion of a surveillance state via alternative monitoring (kanri sochi). Ultimately, this study demonstrates that international norm compliance is deeply mediated by domestic cultural appropriateness (nihonjinron). It implies the necessity for future ethnographic research on grassroots impacts and suggests transparent asylum evaluation metrics aligned with non-refoulement principles.

This study aims to examine flood disaster mitigation efforts carried out by the Regional Disaster Management Agency in Sukamakmur Village, Karawang Regency. This research employed a qualitative method with a case study approach. The theory used in this study is the Strategy Theory proposed by James Brian Quinn (2003:10), which consists of three dimensions: objectives, policies, and programs. The study identifies problems related to flood disasters that occur almost every year in Sukamakmur Village. To address these issues, it is necessary to analyze the mitigation efforts implemented by the Regional Disaster Management Agency (BPBD), as well as the related policies and programs concerning flood disasters. The findings show that the objective of disaster mitigation is directed toward improving community preparedness and capacity in dealing with flood risks. Mitigation policies are implemented through strengthening community capacity based on non-structural mitigation, such as the establishment of Disaster Resilient Villages (DESTANA), village disaster volunteers, and disaster risk assessments. The mitigation programs carried out include disaster awareness socialization, mitigation training, and dissemination of daily weather information. In its implementation, BPBD also coordinates with the village government, sub-district task forces, and the River Basin Management Agency (BBWS). These mitigation programs have had a positive impact on increasing community knowledge, preparedness, and participation, although there are still obstacles in the form of limited budgets, infrastructure, human resources, and suboptimal cross-sector coordination. The contribution of this research is to provide additional insight and new information regarding the role of the Regional Disaster Management Agency in flood disaster mitigation.

This study aims to analyze the reconceptualization of national security in the digital era through the case of the 2021 Facebook data breach involving 533 million users across 106 countries. As digital technologies become increasingly integrated into governance, economic activities, and social interactions, cyber threats have emerged as a significant challenge to contemporary security frameworks. This research employs a qualitative descriptive approach using library research methods, drawing upon academic literature, official reports, and relevant policy documents. The findings indicate that national security has evolved from a traditional military-centered concept toward a broader and multidimensional framework that includes cyber threats as a form of non-traditional security challenge. The Facebook data breach demonstrates how cyber threats transcend geographical boundaries, involve complex attribution problems, and generate multidimensional impacts on individuals, societies, economies, and states. Through the lens of Securitization Theory developed by Buzan, Wæver, and de Wilde (1998), the incident illustrates how data security has become securitized as a matter of national and international concern. Furthermore, the Human Security framework proposed by UNDP (1994) highlights the vulnerability of individuals whose personal information becomes exposed in the digital environment. This study concludes that cybersecurity should be recognized as a fundamental pillar of national security in the digital age, requiring comprehensive strategies that integrate technological resilience, data protection regulations, human resource development, and international cooperation.

This study aims to examine the implementation of Continuous Improvement (CI) within the Plan–Do–Check–Act (PDCA) framework at the village government level, focusing on governance, community engagement, and livelihood sustainability. The study employed a qualitative approach with an interpretive case study strategy, through document review and in-depth interviews. The results indicate that CI practices at the village level are contextual and adaptive, and most closely align with the incremental (Kaizen) approach that emphasizes incremental improvement, community participation, and continuous learning. The PDCA cycle serves as a reflective mechanism that allows village governments and communities to adjust policies and programs based on empirical evaluation and social feedback. Theoretically, these findings extend the study of CI in the local public sector by emphasizing its relevance to village governance. Practically, this study demonstrates that strengthening documentation, data-driven evaluation, and human resource capacity are key to CI sustainability at the village level.

This study aims to analyze the influence of red tape on public satisfaction with public services in Indonesia. The research focuses on the definition of red tape, the characteristics of administrative procedures in public services, the level of public satisfaction, the influence of red tape on public satisfaction, and the factors influencing the relationship between red tape and public satisfaction. This study used a library research method with a qualitative descriptive approach. Data were obtained through collecting various literature sources such as books, scientific journals, articles, and previous research results relevant to the research topic. The results indicate that red tape is a long, complicated, and excessive bureaucratic procedure that hinders the effectiveness of public services. Furthermore, the results indicate that the quality of human resources, service transparency, bureaucratic culture, and the use of information technology are factors influencing the relationship between red tape and public satisfaction. Digitalization of public services and bureaucratic reform are important solutions to reduce red tape and improve the quality of public services in Indonesia. Thus, it can be concluded that red tape has a significant influence on the level of public satisfaction with public services. Therefore, the government needs to simplify administrative procedures and improve service quality to create effective, efficient, and community-oriented public services.

Pneumonia is one of the leading causes of morbidity and mortality among children aged 0–18 years worldwide. Appropriate treatment is crucial for improving treatment outcomes and preventing complications and antibiotic resistance. This literature review aims to analyze treatment options for pneumonia in pediatric patients based on articles published in PubMed from 2024 to 2025. The method used involved searching for articles with the keywords “(Case Reports) AND (pneumonia) AND (in children)” using filters for free full text, case reports, English language, human subjects, and the 0–18-year-old age group. Of the 71 articles identified, 10 met the inclusion criteria. The review results indicate that pneumonia treatment in children is dominated by the use of antibiotics and supportive care. In cases of severe pneumonia and necrotizing pneumonia, intensive antimicrobial therapy, close monitoring, and management of complications are required. Modern diagnostic tests such as bronchoalveolar lavage fluid (BALF), rapid syndromic arrays, and metagenomic next-generation sequencing (mNGS) help identify pathogens more quickly and accurately, thereby allowing for more targeted therapy. Additionally, corticosteroids and immunoglobulins are used as adjunctive therapies in cases of severe inflammation. Accurate diagnosis and individualized therapy selection play a crucial role in improving clinical outcomes for pediatric pneumonia patients. 

This study aims to determine the implementation of quality standard-based health laboratory management at UPTD LABKESDA Kota Serang. The focus of the study includes planning, implementation, supervision, and evaluation of quality standards in health laboratory services. This research employed a qualitative method with an observational study approach. Data collection techniques were conducted through observation, interviews, and documentation involving parties engaged in laboratory management. Data analysis was carried out through data reduction, data presentation, and conclusion drawing. The results of the study indicate that health laboratory management at UPTD LABKESDA Kota Serang has implemented quality standards in various aspects of service, including administrative management, quality control of examinations, management of facilities and infrastructure, and improvement of laboratory personnel competencies. However, several obstacles were still identified, such as limited human resources, supporting facilities that are not yet optimal, and the need for periodic supervision and evaluation improvements. The implementation of quality standard-based management is considered capable of improving the effectiveness of laboratory services and maintaining public trust in health examination results. Based on the findings, it can be concluded that the implementation of quality standard-based health laboratory management at UPTD LABKESDA Kota Serang has been carried out fairly w, although further improvements and developments are still needed to optimize the quality of laboratory services.

This study aims to examine the effectiveness of assertive communication techniques in cross-cultural counseling for reducing avoidance behavior among students experiencing interpersonal friendship conflicts. Cultural differences between counselors and clients may influence communication patterns, emotional expression, and conflict resolution processes during counseling sessions. Friendship conflicts among university students commonly arise from jealousy, misunderstanding, social comparison, and ineffective interpersonal communication. These conditions often encourage students to avoid direct interaction to prevent further conflict. This study employed an experimental method using a One Group Pretest-Posttest Design. The participants were students who experienced friendship conflicts and demonstrated avoidance behavior tendencies. Data were collected through counseling individual. The intervention was delivered through counseling sessions that used assertive communication techniques and combined behavioral and humanistic approaches in a cross-cultural counseling setting. The findings revealed that assertive communication techniques were effective in reducing students’ avoidance behavior. After receiving the intervention, participants demonstrated greater confidence in expressing opinions, improved emotional regulation, increased openness in communication, and healthier interpersonal relationships. The study indicates that assertive communication in cross-cultural counseling can serve as an effective counseling strategy to help students manage interpersonal conflicts and improve social adjustment in higher education environments.

Micro, Small, and Medium Enterprises (MSMEs) of chips in Pugeran Village, Gondang District, Mojokerto Regency face structural obstacles in the form of limited internal governance and weak market penetration. Around 80% of business actors are still managed conventionally, triggering production inefficiencies and a lack of mastery of persuasive marketing language on packaging. This community service activity aims to reconstruct an effective division of labor based on HR governance mindset, build the capacity of practical skills in packaging copywriting and digital media, and change business behavior from conventional reactive to strategic proactive. The program is implemented with an Asset-Based Community Development (ABCD) approach through three main intervention stages, namely diagnosis and reconstruction of MSDM, co-creation and marketing language assistance, and the adoption of proactive behavior through coaching and market simulation. The results showed a significant socio-economic transformation, characterized by the implementation of labor division SOPs that increased production efficiency by 18%, as well as the adoption of new packaging and persuasive copywriting techniques that expanded market reach beyond the region and increased average turnover by 22% in two months. In addition, a new social institution was formed in the form of the "Prosperous Pugeran Chips Craftsmen Association" and the emergence of young local leaders as agents of the program's sustainability.

This article analyzes the security crisis in Haiti through the lens of constructivist theory in International Relations. Haiti represents one of the clearest examples of a failed state in the Western Hemisphere, where state authority has collapsed and been replaced by armed criminal groups known as gangs. Using a constructivist perspective, this article traces how social constructions, identities, and historically formed norms have shaped the fragility of the Haitian state. The study also integrates the concept of human security to illustrate the real impact of this crisis on citizens' security across seven dimensions: economic, food, health, environmental, personal, community, and political. The main finding suggests that Haiti's state failure is not merely a product of weak formal institutions, but the result of a long process of social construction, encompassing the legacy of colonialism, crippling reparation payments, counterproductive foreign intervention, and the normalization of violence in everyday life. From a constructivist perspective, restoring security in Haiti requires narrative reconstruction, rebuilding social trust, and comprehensive reform of institutional norms.

Librarians, as information specialists, play a vital role in managing and providing access to digital libraries. Despite the availability of digital information through repositories and digital libraries, a gap remains between users and their effective utilization. This underscores the importance of librarians in facilitating access and supporting users. This study analyzes the role, competencies, and challenges faced by librarians at the UPA Library of the University of Bengkulu in the digital knowledge ecosystem. A qualitative descriptive approach was used, with data collected through semi-structured interviews with four librarians and two users, direct observation, and documentation. Data were analyzed using data reduction, presentation, and conclusion drawing. The findings show that librarians act as information specialists by providing access through the OPAC system, repositories, digital libraries, e-journals, Springer Digital References, Instagram, and the library website. They evaluate and ensure credible digital information sources, preserve and back up collections, and assist users in information searches. However, librarians face challenges such as budget constraints, low user awareness, limited human resources, network issues, restricted access, and inadequate collections. These findings contribute to understanding the role of librarians as information specialists.

This study aims to analyze the Cambodian government's efforts to address human trafficking from a human security perspective. It employs a qualitative descriptive approach, utilizing secondary data from relevant journals, reports, and academic publications. The findings indicate that human trafficking in Cambodia has evolved into a hub for digital-based fraud linked to transnational cybercrime networks. Victims face not only labor exploitation but are also coerced into participating in online fraudulent activities, such as romance scams. This surge in human trafficking is driven by weak law enforcement, high levels of corruption, low public digital literacy, and the rapid expansion of the online gambling industry and special economic zones, which serve as operational bases for criminal activities. The Cambodian government has implemented various measures regarding prevention, protection, and law enforcement through regulations, international cooperation, victim rescue operations, and anti-fraud campaigns. However, the effectiveness of these policies remains limited due to the state's constrained capacity and the ability of criminal networks to continuously adapt to advancements in digital technology. The study concludes that addressing human trafficking in Cambodia requires strengthened governance, more intensive international cooperation, and improved public digital literacy.

Flooding is one of the most common hydrometeorological disasters that significantly affects community life and governmental administration. Post-disaster management requires the involvement of multiple stakeholders through a collaborative approach to accelerate rehabilitation and reconstruction efforts. This study aims to analyze the humanitarian mission carried out by cadets of the Institute of Public Administration (IPDN) in post-flood management in Aceh Tamiang Regency using the Collaborative Governance framework developed by Ansell and Gash (2008). The study employs a qualitative approach with a case study method. Data were collected through document analysis, including activity reports, photographic documentation, official publications from the Ministry of Home Affairs, IPDN, local governments, and other supporting documents. Data analysis was conducted through coding, categorizing, and thematizing processes, which were subsequently interpreted based on the dimensions of Collaborative Governance. The findings indicate that the involvement of IPDN cadets represents an effective practice of collaborative governance. In the starting conditions dimension, collaboration was driven by the urgent need for rehabilitation and the limited resources available to the local government. The facilitative leadership dimension was reflected in the roles of the Ministry of Home Affairs, local governments, and the Regional Disaster Management Agency (BPBD) in facilitating coordination among stakeholders. Furthermore, institutional design was manifested through clear task allocation and coordination mechanisms, while the collaborative process was characterized by dialogue, trust, commitment, and shared understanding in supporting post-disaster recovery.