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The development of small and medium enterprises (SMEs) and household industries is often regarded as the economic foundation of a region. However, much of the existing research in Indonesia remains focused on quantitative descriptive analysis, while providing limited attention to spatial dynamics and interregional disparities. This study aims to critically evaluate the spatial distribution patterns of SMEs and household industries at the regency and city levels, with particular emphasis on clustering tendencies, unequal distribution, and their relationships with regional characteristics. A spatial analysis approach is employed to identify spatial autocorrelation and industrial clustering patterns, which is complemented by a structural analysis of infrastructure availability, market accessibility, and regional institutional capacity. The findings indicate that the distribution of SMEs and household industries is not geographically random, but rather forms clusters that are predominantly concentrated in areas with higher levels of accessibility and economic activity. This condition reflects spatial inequality that may exacerbate development disparities between regencies and cities. Furthermore, the results reveal that uniform industrial development policies are insufficient to accommodate the diverse spatial characteristics across regions. Therefore, this study underscores the importance of formulating spatially informed and context-sensitive policies for the development of SMEs and household industries in order to promote more balanced and sustainable regional industrial development.

This study aims to analyze the effect of the unemployment rate on economic growth in Riau Islands Province in 2024 using a descriptive–quantitative approach based on official data published by Statistics Indonesia (BPS). The analysis was conducted through year-on-year and quarter-to-quarter measurements of Gross Regional Domestic Product (GRDP), as well as the dynamics of the Open Unemployment Rate (OUR) throughout the year. The findings show that the average economic growth of the province in 2024 reached 5.02 percent, while the unemployment rate decreased from 6.94 percent in February to 6.39 percent in August. Pearson correlation analysis resulted in r = –0.98 (p < 0.05), indicating a very strong negative relationship between unemployment and GRDP growth. Meanwhile, the simple linear regression model produced the equation Ŷ = 5.45 – 0.22X with an R² of 0.96, implying that 96 percent of the variation in economic growth can be explained by changes in the unemployment rate. These findings are consistent with Okun’s Law, suggesting that increased industrial and trade activities in the province contribute to reducing unemployment. The study concludes that strengthening sectoral job creation, improving labor productivity, and enhancing labor market monitoring are crucial to support inclusive and sustainable economic growth in the Riau Islands Province.

Customer satisfaction has become a major focus in the development of modern services as the role of the service sector in the regional economy increases, including in the city of Balikpapan. However, the literature discussing customer satisfaction models shows conceptual and methodological fragmentation, requiring a systematic synthesis to identify theoretical patterns and current research developments. This study aims to map customer satisfaction models in the service industry through a Systematic Literature Review (SLR) approach using the PRISMA guidelines. A total of 20 articles selected from the last five years were analyzed to identify dominant constructs, methodological approaches, and relevant research trends. The review results show that customer satisfaction models have evolved from traditional service quality-based approaches to models that integrate customer experience, perceived value, trust, and digital dimensions such as personalization and AI-based services. The findings also emphasize the importance of local context, especially in the service sector in Balikpapan, where cultural factors, customer behavior, and the dynamics of city growth influence the structure of satisfaction models. Overall, this study provides a synthesis framework that can be used as a theoretical and practical foundation for designing service quality improvement strategies and developing a further research agenda in the service sector.

The rapid development of the sea transportation industry produces a massive and complex volume of transaction data, requiring strategic management to support managerial decision-making. This research aims to implement the Executive Information System on SeaPass in order to evaluate the performance of ship ticket sales. The research method uses data visualization with a two-level drill-down mechanism, which allows the presentation of information hierarchically from general summaries to specific details. The methodological stages include needs analysis, user interface (UI) design using Figma, front-end implementation with HTML, CSS, and JavaScript, database integration, and system testing through Black Box Testing. The results showed that the SIE implementation successfully integrated operational data, including schedules, ships, and manifests, into an interactive dashboard. The two-level drill-down feature provides the ability for executives to identify operational anomalies and market fluctuations in real-time. In conclusion, the system significantly enhances executive data analysis capabilities, transforming complex transaction data into accurate strategic information, thereby supporting more precise business decision-making and adaptive to the dynamics of the marine transportation market.

Non-formal institutions, such as farmer groups, play a strategic role in increasing farmer capacity and strengthening agricultural production systems at the village level. This study aims to analyze the role, function, and institutional dynamics of the Bina Satu Farmer Group in supporting tomato farmers in Parabubu Village, Mego District. A descriptive qualitative approach was used, with data collection techniques including observation, in-depth interviews, and documentation. The results indicate that the Bina Satu Farmer Group serves as a learning platform, a collaborative unit, and a liaison between farmers and external institutions. This institution functions in disseminating information on tomato cultivation technology, strengthening access to production inputs, and enhancing farmers' bargaining power in marketing. However, several weaknesses were identified, such as low member participation in routine meetings and limited managerial skills among administrators. Overall, the existence of this farmer group has significantly contributed to increasing the knowledge, productivity, and independence of tomato farmers in Parabubu Village.

The issue of street vendors (PKL) in Sidoarjo Regency, particularly in the Gading Fajar area, has become a significant concern as it relates to public order, the use of public space, and the economic dynamics of small communities. To address these challenges, the Sidoarjo Regency Government enacted Regional Regulation Number 3 of 2016 as the legal basis for structuring and empowering PKL. This study examines how the regulation is implemented in practice and evaluates its effectiveness using a qualitative descriptive method through interviews, observations, and documentation, analyzed with Leo Agustino’s policy evaluation model, which assesses five key aspects: administrative resources, institutional coordination, infrastructure and technology, financial support, and regulatory adequacy. The findings show that the implementation of the regulation has not yet reached optimal performance, as limited socialization, insufficient personnel, weak coordination among agencies, inadequate supporting facilities, and low compliance with zoning rules hinder the achievement of policy objectives. These issues are reflected in the continued presence of PKL operating in non-designated areas despite clear regulatory provisions. Therefore, strengthening institutional capacity, improving facilities, enhancing enforcement consistency, and developing more operational technical guidelines are essential to ensure more effective and sustainable management and empowerment of street vendors in Sidoarjo Regency.

The dynamics of student organization structure have significant implications for talent retention and student career development. This study aims to comparatively analyze the influence of centralization and decentralization structures in the Information Technology Study Program Student Association on the effectiveness of talent retention strategies and career development capacity. The research method uses a quantitative approach with a comparative design involving 120 respondents selected through purposive sampling technique with criteria of at least one period of organizational experience. Data collection instruments use structured Likert scale questionnaires that have been tested for validity and reliability with Cronbach's Alpha values above 0.80. Data analysis uses Structural Equation Modeling and independent sample t-test to compare both structural models. The results show that the decentralization structure has a strong significant effect on talent retention with a path coefficient of 0.628 compared to centralization of 0.312. Comparative analysis identifies substantial differentiation in all dimensions of career development with the decentralization structure consistently outperforming centralization, especially in the aspect of decision-making autonomy. The findings confirm that the distribution of authority in decentralization creates a learning ecosystem that facilitates diversification of leadership experiences and strengthens students' organizational commitment through participatory empowerment mechanisms.

The development of philosophy from the classical to the contemporary era shows fundamental changes in the way humans understand reality with the emergence of various schools of thought that address epistemological, ontological, and ethical issues in an increasingly complex social context. This study aims to examine the contributions of key concepts from rationalism, empiricism, idealism, materialism, positivism, pragmatism, phenomenology, existentialism, Marxism, Islamic existentialism, and neopositivism, as well as assess their relevance to modern dynamics such as identity crises, technological advances, and changes in socio-economic structures. Using a conceptual approach to literature review, various previous studies were analyzed to build an integrated understanding of the position of each school of thought in the development of science and social practice. The findings show that rationalism and empiricism continue to underpin scientific methods, idealism and materialism offer different perspectives on social construction, phenomenology and existentialism deepen the understanding of subjective experience, while Marxism and pragmatism provide an analytical framework for power relations and practical action. Neopositivism continues to influence quantitative methodology, while Islamic existentialism provides a contextual moral perspective. This study emphasizes the need for an interdisciplinary approach because no single philosophical school of thought is capable of explaining reality in its entirety.

This study aims to implement the Christian Religious Education and Character Education (PAK) teaching module in grade V of SDN 1 Sabaru, Palangka Raya, with a focus on the topic “Jesus Was Crucified, Died, and Risen for Me.” The learning process is designed to support students’ spiritual and character development through an interactive and project-based approach. Teaching methods include group discussions, the use of miniature media as visual learning aids, collaborative activities, and guided reflection on Christian values relevant to students’ daily experiences. The results of classroom observations show that most students are active, enthusiastic, and involved in the learning process, able to understand the theological meaning of the crucifixion, death, and resurrection of Jesus, and apply the values of love, gratitude, and responsibility in everyday life. Obstacles found include a lack of self-confidence in some students and less optimal group dynamics during activities. These findings serve as important evaluation materials for improving the effectiveness of future learning implementation

Diseases in primary health services exhibit complex spatial-temporal dynamics due to urbanization and population mobility. Conventional surveillance approaches are difficult to capture these patterns adaptively. Machine learning (ML) based on spatio-temporal modeling offers a solution with the ability to detect disease clusters automatically and with high precision. Research Objectives: This research aims to develop a machine learning model to detect disease hotspots from primary service data in Indonesia, with a focus on improving prediction accuracy, interpretability, and relevance of health policies. Methodology: The primary service dataset for 2024 (5,343 entries) was analyzed using three ML models Gradient Boosting Machine (GBM), Temporal Random Forest (TRF), and Multi-EigenSpot with spatial (village) and temporal (week, month) features. Performance evaluation includes predictive (AUC, F1-score) and spatial (Moran's I, Spatio-Temporal Correlation Index) metrics. Results: The results showed that Multi-EigenSpot achieved the best performance (AUC=0.91; F1=0.86), with the detection of dominant hotspots in Sungai Asam and Beringin Villages. Moran's I value of 0.63 indicates a strong spatial autocorrelation, while STCI=0.57 indicates moderate temporal stability. Conclusions: ML-based spatio-temporal models are effective in identifying hidden disease patterns and have the potential to be integrated into national digital surveillance systems. This approach supports precision public health by providing a scientific basis for real-time location- and time-based intervention policies.

Micro, Small, and Medium Enterprises (MSMEs) play a strategic role in Indonesia's economic development, particularly in developing products based on local wisdom. Toko Jayabaru is an MSME that markets Maumere's signature souvenirs made from traditional ikat woven fabric, facing various challenges and opportunities amid business and tourism dynamics. This study aims to identify internal and external factors affecting Toko Jayabaru's performance and formulate appropriate business development strategies through SWOT analysis. The research employs a qualitative descriptive approach with data collection through in-depth interviews with the owner and management of Toko Jayabaru. Data analysis uses the SWOT framework (Strengths, Weaknesses, Opportunities, Threats) to identify the business's strategic position and formulate alternative development strategies. Toko Jayabaru's main strengths lie in strong local cultural identity, authentic product quality, and adequate business experience. Weaknesses include limited digital marketing, restricted production capacity, and lack of derivative product variations. Opportunities encompass Flores tourism sector growth, increasing interest in local products, and potential strategic collaborations. Main threats are competition from similar products, influx of imitation products, and dependence on tourism sector fluctuations. Recommended development strategies include strengthening branding through storytelling, diversifying woven derivative products, optimizing digital marketing, strategic collaboration with tourism stakeholders, enhancing human resource capacity, and implementing customer loyalty programs. Implementation of these strategies is expected to increase MSME competitiveness while preserving Maumere's local culture.

This article provides a comprehensive examination of the application of the lex loci celebrationis principle in the execution of notarial deeds involving foreign legal subjects within the Indonesian legal system. The principle affirms that any authentic deed executed in Indonesia must comply with national legal requirements, regardless of the parties’ nationality or the existence of transnational legal relations. Through normative legal research employing statutory, conceptual, comparative, and case-study approaches, this article elucidates how the lex loci celebrationis principle interacts with private international law, particularly in relation to the legal capacity of foreign nationals, the use of foreign documents, and the limits of jurisdiction. The analysis reviews the Law on Notarial Office, the Indonesian Civil Code, population administration regulations, as well as doctrinal developments and jurisprudence pertaining to international legal acts. The findings indicate that although the substantive aspects of an agreement may refer to foreign law through lex voluntatis, the formal validity of a notarial deed remains entirely governed by Indonesian law. These findings underscore the need to enhance the competence of notaries in understanding the dynamics of private international law and highlight the importance of harmonizing national regulations with the principles of private international law to ensure legal certainty in cross-border transactions.

This study examines how climate justice principles can be integrated into fiscal governance frameworks to enhance accountability within global climate finance. As climate change intensifies economic vulnerabilities, particularly in developing countries, the allocation and oversight of climate finance have become critical determinants of equity and resilience. Current fiscal oversight mechanisms exhibit notable progress in transparency but remain insufficient in addressing fairness, distributive justice, and participation. Through a comparative institutional analysis of global financial institutions, national budget systems, and emerging technological tools, this study identifies persistent challenges—including fragmented accountability structures, lack of standardized reporting mechanisms, and political-economy dynamics that hinder equitable funding flows. The findings emphasize that climate finance often prioritizes procedural compliance over transformative outcomes, limiting its potential to reduce structural inequalities and build adaptive capacity. The study argues that accountability frameworks must evolve beyond conventional financial auditing, incorporating social and environmental metrics that reflect the moral imperatives of climate justice. By integrating participatory governance, digital innovations, and harmonized reporting standards, fiscal systems can foster more transparent, just, and impactful climate finance. This research contributes to the discourse on climate governance by proposing accountability reforms capable of linking financial decision-making with ethical considerations, thereby advancing global efforts toward a fair and resilient climate transition.

Social conflict within labor collectives represents a recurrent phenomenon shaped by contradictions in interests, goals, and authority relations. Drawing on classical and contemporary sociological perspectives, this study examines how conflicts emerge, evolve, and can be effectively resolved in modern enterprises. This research employs a qualitative, literature-based approach through comprehensive analysis of theoretical writings by Parsons, Coser, Dahrendorf, Simmel, and Boulding, complemented by documented organizational studies such as the Hawthorne experiments. The method emphasizes conceptual interpretation, comparative theoretical analysis, and synthesis of conflict dynamics. Findings show that conflicts originate from both structural and psychological factors, including material dissatisfaction, violations of labor norms, personality differences, and unequal authority relations. Interpersonal, intragroup, and intergroup conflicts follow identifiable stages—from latent tensions to escalation and resolution. Trade unions play a critical role in mediating disputes and promoting social partnership. Theoretical convergence indicates that conflict is multifactorial and inherent within organizational systems. When constructively managed, conflict can enhance group cohesion, clarify values, and contribute to organizational development. This highlights the necessity of socio-psychological awareness in modern management.

This research examines inter-ethnic marriages between Acehnese and Bugis-Makassar communities in Makassar City from 1990 to 2004, which emerged as a consequence of social mobility, cross-cultural interaction, and compatibility of religious values. The purpose of this study is to explain the factors that trigger inter-ethnic marriages, the underlying customary processes, and the socio-cultural dynamics that occur within family life. This research uses historical methods, including the heuristic stage, source criticism, interpretation, and historiography, with data obtained thru in-depth interviews with four families and related documentary sources. The research findings indicate that holding a wedding requires cultural negotiation between the two groups, with some families adopting traditional Acehnese ceremonial customs, while others implement Bugis-Makassar traditions. In family life, couples face differences in values regarding communication, gender role division, and religious practices, which are then overcome thru a dialogue-based process of adaptation and compromise. This process results in the formation of hybrid cultural identities, the expansion of social networks, and the strengthening of inter-ethnic integration. Overall, intertribal marriages serve as a medium for cultural reconciliation and a means of building more inclusive social relationships in a multicultural society.

This research examines inter-ethnic marriages between Acehnese and Bugis-Makassar communities in Makassar City from 1990 to 2004, which emerged as a consequence of social mobility, cross-cultural interaction, and compatibility of religious values. The purpose of this study is to explain the factors that trigger inter-ethnic marriages, the underlying customary processes, and the socio-cultural dynamics that occur within family life. This research uses historical methods, including the heuristic stage, source criticism, interpretation, and historiography, with data obtained thru in-depth interviews with four families and related documentary sources. The research findings indicate that holding a wedding requires cultural negotiation between the two groups, with some families adopting traditional Acehnese ceremonial customs, while others implement Bugis-Makassar traditions. In family life, couples face differences in values regarding communication, gender role division, and religious practices, which are then overcome thru a dialogue-based process of adaptation and compromise. This process results in the formation of hybrid cultural identities, the expansion of social networks, and the strengthening of inter-ethnic integration. Overall, intertribal marriages serve as a medium for cultural reconciliation and a means of building more inclusive social relationships in a multicultural society.

Leadership character development is a fundamental foundation in preparing Indonesian Naval Academy Marine Cadets as prospective Platoon Commanders (Platoon Leaders) in operational units. The complexity of the operational environment, the dynamics of the strategic setting, and the demands of military professionalism require a platoon commander to excel not only in technical and tactical competencies, but also to possess strong, integrity-based, and adaptive leadership character. This article aims to comprehensively analyze leadership character development materials for prospective Marine Platoon Commanders at the Indonesian Naval Academy (AAL) using the Character Cultivation approach and the Military Leadership and Character Development theory proposed by Dr. Charles C. Wong. This study employs a qualitative research method with data collected through expert interviews, document analysis, and SWOT analysis. The findings indicate that the most appropriate strategy for leadership character development is the Strength–Opportunities (SO) strategy, which emphasizes leveraging internal strengths of military education to capitalize on external opportunities, particularly global trends in character-based leadership and the utilization of educational technology. This article, structured equivalently to a minimum of 30 A4 pages, is expected to serve as an academic reference and a policy input for strengthening leadership education for Marine Cadets.

Children living in orphanages face various psychological pressures, such as the loss of attachment figures, unstable social dynamics, and difficulty expressing emotions adaptively. These conditions require appropriate coping strategies to build emotional resilience. This community service activity utilizes a Service Learning (SL) approach, which integrates academic learning with community service. It aims to provide psychoeducation on emotions and coping strategies, and implements expressive writing as a means of emotional processing. The activity methods included interactive lectures, a pretest and posttest to measure understanding, an expressive writing therapy session, and a reflective interview at the end of the activity. Results showed an increase in understanding of emotions and coping strategies, as evidenced by improved posttest scores. Furthermore, expressive writing helped children express previously suppressed emotions, reduced psychological tension, and fostered a sense of relief, calm, and insight into personal problems. Overall, expressive writing has proven effective as a coping strategy in building emotional resilience in orphanage children, and the Service Learning approach has the potential for sustainable application in psychosocial support programs.

This community engagement program aims to strengthen the economic capacity of community groups in Azerbaijan through an integrated model combining artificial intelligence (AI)–supported learning, digital skills enhancement, and practical economic training. Although Azerbaijan has demonstrated rapid digital progress, micro-entrepreneurs still face challenges related to limited digital literacy, insufficient financial planning capabilities, and the absence of structured mentorship that integrates emerging technologies. This program utilizes a participatory development approach involving baseline assessment, AI-driven training modules, intensive workshops, and mentoring over two months. A total of 45 participants from three community clusters were included. Quantitative findings reveal a 63% increase in digital literacy scores and a 67% adoption rate of AI-supported tools for marketing and financial planning. Qualitative insights show improved confidence in business decision-making, better understanding of market dynamics, and enhanced practical skills in budgeting and content creation. Participants also reported early indicators of improved sales performance and customer engagement. The integration of AI tools into community-based capacity-building initiatives demonstrates high effectiveness in accelerating digital readiness and entrepreneurial resilience. The program concludes that structured AI-based interventions can significantly empower grassroots communities in emerging economies. Limitations include the small sample size and short mentoring duration. Future research should explore larger populations and long-term economic outcomes.

This study discusses the concept of lifelong education from an Islamic perspective by highlighting the thoughts of Ibn Khaldun as a prominent figure in the history of education. Using a qualitative method based on a literature study, this research examines sources from the Qur’an, Hadith, and related scholarly works to understand the theological and philosophical foundations of lifelong education. The findings indicate that education in Islam is viewed as a continuous process that takes place from birth until the end of life. Ibn Khaldun emphasized the importance of a gradual and systematic learning process, as well as the use of methods that align with learners’ developmental stages. This concept is consistent with the demands of modern education, which emphasize active, creative, and adaptive learning. Furthermore, the study highlights various forms of lifelong education implementation, such as vocational, professional, civic, and cultural education. These findings affirm that lifelong education is an essential necessity in responding to social, technological, and civilizational dynamics, while also constituting an act of worship and a human responsibility as khalifah (stewards) on earth.