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Muhammad Rafiqhi Alfaqih; Sitna Hajar Malawat; Rizky Subhan

Student Research Journal 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

This study aims to analyze the implementation of the MBG policy in fulfilling nutritional needs in North Barito Regency and to identify the obstacles encountered. A qualitative descriptive approach was employed, with MAN Barito Utara and SMAN 4 Muara Teweh as research sites. Data were collected through observation, in-depth interviews, and documentation, then analyzed using Edward III's policy implementation model encompassing four indicators: communication, resources, implementor disposition, and bureaucratic structure. The findings reveal that MBG implementation at both schools has generally been running well but not yet optimally. Communication was structured and food production quality was ensured through certified kitchens. All implementors demonstrated high commitment and enthusiasm, serving as the primary strength of the program. Key obstacles were identified in the resource dimension absence of dedicated nutrition personnel, inadequate distribution space, and minimal nutrition education for students and in the bureaucratic structure dimension, including SOPs not tailored to each school's specific characteristics, informal task divisions lacking official decrees, and the absence of systematic staff substitution mechanisms. The study recommends dedicated budget allocation for distribution facilities, issuance of official task division decrees, SOP refinement, and development of nutrition education modules integrated into teaching and learning activities.

Ira Cristya Maharani; Anik Sri Widawati

JURNAL EKONOMI BISNIS DAN MANAJEMEN (JISE) 2026 CV. ALIM'SPUBLISHING

The quality of life and well-being of women in Indonesia can be measured through the Female Life Expectancy indicator. Data on Female Life Expectancy from 2022 to 2024 shows a nationally positive trend; however, a significant disparity persists across provinces, particularly between the Western and Eastern regions of Indonesia. The nation still faces challenges in ensuring an equitable quality of life for women, as evidenced by the national Female Life Expectancy (FLE) in 2024 at 74.21 years, which remains lower than ASEAN counterparts such as Singapore at 83.86 years. Furthermore, regional imbalances are reflected in the performance gap between D.I. Yogyakarta (77.4 years) and West Sulawesi (68.28 years). This study aims to analyze the effects of Women's Income Contribution, Access to Clean Water, the Number of Families Receiving Social Assistance, and Women's Mean Years of Schooling on Female Life Expectancy in Indonesia during the 2022–2024 period. The estimation method applied in this research is the Fixed Effect Model (FEM) via a quantitative panel data regression approach, spanning an observation area of 33 provinces (n=99). Based on the analysis, Female Life Expectancy is proven to be positively and significantly influenced by Women's Mean Years of Schooling and Access to Clean Water. These findings indicate that human resource quality and environmental conditions serve as dominant factors in driving up Female Life Expectancy. Therefore, government policy interventions should ideally focus on expanding educational access for women and ensuring the equitable distribution of clean water infrastructure.

Faridhatun Nikmah

Jurnal Paradigma Grobogan 2026 Badan Perencanaan Pembangunan Riset dan Inovasi Daerah

The Covid-19 pandemic significantly affected national economic stability, particularly the banking sector, which faced rising credit risk as debtors’ ability to meet payment obligations declined. Bank Rakyat Indonesia (BRI), as a state-owned bank focused on financing micro, small, and medium enterprises (MSMEs), is required to maintain credit quality while supporting the National Economic Recovery (PEN) Program. This study aims to analyze BRI’s credit risk management strategies in supporting national economic recovery and to examine its efforts to empower MSMEs during the pandemic. This research uses a descriptive qualitative method, with data collected from relevant sources such as articles, ebooks, journals, magazines, newspapers, and other documents. The findings show that BRI supported government recovery programs through several mechanisms, including credit restructuring for Covid-19-affected debtors, MSME credit distribution, interest subsidy stimulus, government-guaranteed MSME financing, People’s Business Credit (KUR), BPUM assistance, and wage subsidy distribution. In addition, BRI empowered MSMEs through programs such as UMKM Export Brilianpreneur 2020, BRIncubator, Desa BRILian, Pengusaha Muda BRILian, and Rumah BUMN. It can be concluded that BRI helped the government support economic recovery by distributing assistance and strengthening MSME empowerment to ensure business continuity during the pandemic.

Andi Fika Widuri

Jurnal Paradigma Grobogan 2026 Badan Perencanaan Pembangunan Riset dan Inovasi Daerah

Small-scale fishers and aquaculture producers in Grobogan Regency face a dual challenge: weak bargaining power within traditional marketing structures and growing pressures on fisheries resources at the regional level. On the one hand, long distribution chains and dependence on intermediaries limit market access and price transparency. On the other hand, stock pressures in the Java Sea create supply uncertainty and income instability. This study aims to analyze the role of marketing digitalization in strengthening the economic resilience of small-scale producers in Grobogan and to propose an integrative framework linking technology-driven distribution with resource sustainability. The study adopts a qualitative case-study design, drawing on secondary data from official statistics (including BPS publications and the 2023 Agricultural Census for the fisheries subsector), as well as relevant scholarly literature and policy documents. Data are analyzed using descriptive-qualitative and thematic approaches to map business structures, value chains, and the opportunities and constraints of digital adoption. The findings indicate that marketing digitalization can shorten supply chains, enhance price transparency, and expand market access for small-scale producers. However, its effectiveness depends on human capital readiness, supporting infrastructure particularly cold-chain and logistics and stronger local institutions. Without integration with sustainable resource management, expanded market access may incentivize production intensification and increase ecological pressure. The novelty of this paper lies in proposing an integrative framework that combines the digital economy dimension with the ecological dimension within the local context of Grobogan to inform sustainable small-scale fisheries empowerment strategies.

Alya Maha Devi Tahta Amrina; Gladys Greselda Gosal

Jurnal Bintang Manajemen (JUBIMA) 2026 Pusat Riset dan Inovasi Nasional

In an increasingly competitive business environment, particularly within the tourism industry, an organisation's ability to innovate and design effective strategic planning has become a critical factor in sustaining and improving organisational performance. This study aims to analyse the effect of innovation and strategic planning on organisational performance at Kampung Coklat Blitar Educational Tourism. This study employed a quantitative approach, with data collected through questionnaire distribution involving 53 respondents. The sampling was conducted using a saturated sampling technique (census), in which all members of the population were used as research samples. The sampling criteria consisted of senior-level active employees with a minimum of eight years of work experience and managers at Kampung Coklat Blitar Educational Tourism. Data analysis was carried out using the SPSS software. The results of the study indicate that innovation has a positive and significant effect on organisational performance with a P-value of 0.006 and a T-statistic of 2.869. Furthermore, strategic planning also has a positive and significant effect on organisational performance with a P-value of < 0.001 and a T- statistic of 5.573.

Riris Risca Megawati; Siti Nafisah; Deasy Virka Sari

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

The risk of accidents in the school environment is quite high, but the ability of the School Health Business Team (UKS) to handle emergencies is often still limited to theoretical knowledge without adequate practical skills. This study aims to analyze the influence of the Role Playing and Emergency Simulation (RANGGA) method on the improvement of the knowledge and skills of the UKS Team in junior high school. This study used a quasi-experiment design with a pre-post test with control group design. The research sample amounted to 60 respondents which were taken by purposive sampling technique. The intervention group was given RANGGA training, while the control group was given conventional education. The data were analyzed using the non-parametric Wilcoxon Signed Ranks Test because the data distribution was abnormal. In the intervention group, there was an increase in the average knowledge score from 88.7 to 97.9 and the skill score from 87.99 to 97.98. The results of the Wilcoxon test showed a significance value of p<0.001 for both variables in the intervention group, indicating a very strong influence of the RANGGA method. In contrast, although the control group experienced an improvement, the variation in scores remained higher and the improvement was not as significant as the intervention group. The RANGGA method is significantly effective in improving the emergency competence of the UKS Team through an experiential learning approach. It is recommended for school institutions to integrate simulation and role play methods in the UKS training curriculum to ensure optimal emergency response readiness.

Fitria Alha; Nasuhaidi Nasuhaidi; Aditya Romadhon; Dimas Subekti

Mandub: Jurnal Politik, Sosial, Hukum dan Humaniora 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This study aims to analyze the political culture of the community in supporting the implementation of social assistance programs in Rantau Indah Village, Tanjung Jabung Timur Regency. This research employed a descriptive qualitative approach to understand community political culture through cognitive, affective, and evaluative orientations toward social assistance programs. Data were collected through interviews, observations, and documentation involving village officials, RT/RW leaders, and social assistance beneficiaries. The findings indicate that community political culture plays an important role in supporting the implementation of social assistance programs. In the cognitive aspect, most people understand the existence and objectives of social assistance, although some still have limited understanding of beneficiary criteria. In the affective aspect, the community shows trust in village officials despite perceptions of inequality in aid distribution. Meanwhile, the evaluative aspect reflects community participation in supervision and feedback. Overall, community political culture tends to be participatory in supporting social assistance implementation. The study also reveals that transparent communication, active community involvement, and accountability of village authorities contribute significantly to strengthening public trust and improving the effectiveness of program implementation. Community participation in monitoring and evaluating the distribution process helps minimize potential conflicts and encourages greater transparency. These findings suggest that strengthening political awareness, enhancing public access to information, and promoting participatory governance are essential to ensure that social assistance programs are implemented fairly, effectively, and sustainably while improving community welfare and reinforcing good local governance practices.

Mutiarawati Mutiarawati; Reny Eka Saputri; Nora Rahmanindar

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Preeclampsia is one of the leading causes of maternal mortality and may result in various complications during pregnancy and childbirth. In Tegal Regency, preeclampsia contributed to 27% of maternal deaths in 2024; therefore, studies on childbirth characteristics among mothers with this condition are needed. This study aimed to identify the characteristics of childbirth events in mothers with preeclampsia at Dr. Soeselo Slawi Regional Hospital, Tegal Regency. A descriptive design with a retrospective approach was used by reviewing the medical records of 202 mothers who delivered with preeclampsia during 2025. Data were analyzed univariately and presented as frequency distributions and percentages. The results showed that most mothers underwent operative delivery (62.38%), while spontaneous and induced labor accounted for 37.13% and 0.50%, respectively. Most deliveries occurred at preterm gestational age (62.38%), followed by term (36.14%) and postterm (1.49%) deliveries. Maternal and obstetric complications included bleeding (6.93%), fetal distress (4.95%), eclampsia (1.49%), and HELLP syndrome (0.99%). Most neonates had normal birth weight (82.18%) and did not require NICU care (95.05%), although low birth weight (17.82%) and NICU admission (4.95%) were still identified. The maternal clinical condition was dominated by blood pressure of 140–159/90–109 mmHg (75.74%). Proteinuria was found in 46.53% of respondents, with moderate proteinuria (+2) as the predominant category (38.30%). In conclusion, childbirth among mothers with preeclampsia was dominated by operative and preterm deliveries. These findings emphasize the importance of early detection and optimal management of preeclampsia to reduce maternal and neonatal complications and improve the quality of maternal-infant health services overall.

Ayu Lestari; Aisyah Alqurani; Aisyah Alqurani; Risa Angelia; Sara Eriza +2 more

JURNAL ILMIAH PENDIDIKAN KEBUDAYAAN DAN AGAMA 2026 CV. ALIM'SPUBLISHING

This study aims to analyze the effect of homework load and extended study hours on students’ learning stress levels. The background of this research is based on increasing academic demands that may affect students’ psychological conditions. This study employs a qualitative approach with data collected through observation and interviews. The results indicate that excessive homework load and prolonged study duration significantly contribute to higher levels of learning stress. Students tend to experience physical and mental fatigue, decreased motivation, and difficulty managing time between study and rest. In addition, pressure to achieve high academic performance further exacerbates stress levels. Other factors such as lack of environmental support and less varied teaching methods also influence students’ stress. Furthermore, students often report feelings of anxiety and emotional exhaustion when academic tasks accumulate without adequate rest periods. This condition not only affects their psychological well-being but also reduces concentration and learning effectiveness in the classroom. Therefore, balanced learning load management, appropriate task distribution, and more effective and humanistic teaching strategies are needed to reduce learning stress and improve the quality of education. Schools and educators are encouraged to consider students’ cognitive capacity and mental health in designing assignments and study schedules to create a more supportive learning environment.

Santoso, Jaya; Muliyana, Ana; Saragih, Asido; Pakpahan, Ridho; Chrisinta, Debora

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Evacuation planning in spatial networks requires the identification of critical nodes that maintain connectivity, accessibility, and flow distribution during emergency situations. Existing approaches often rely on individual centrality measures, which capture only a single structural dimension of node importance and may therefore produce incomplete or biased prioritization. To address this limitation, this study proposes a Composite Centrality Framework for identifying critical nodes in meso-scale spatial networks with semi-structured connectivity. The network is modeled as a weighted undirected graph, and Degree, Betweenness, and Closeness Centrality are integrated into a unified composite index to capture complementary structural roles. The framework is implemented in MATLAB and evaluated using a real-world campus spatial network consisting of 30 nodes and a synthetic network comprising 16 nodes with comparable structural characteristics. The results reveal a highly uneven distribution of node importance, with a small set of structurally dominant nodes consistently identified across both networks. In the campus network, node P1 achieves the highest composite centrality score (0.2195) and ranks first across the individual centrality measures, indicating its dominant role in maintaining network connectivity, accessibility, and flow distribution. Quantitative evaluation demonstrates strong agreement between the composite ranking and the individual measures, with Spearman rank correlation coefficients of 0.94, 0.89, and 0.91 for Degree, Betweenness, and Closeness Centrality, respectively. However, only one node (P1) appears simultaneously in the top five of all rankings, highlighting the complementary nature of the individual centrality measures and supporting the need for multi-criteria integration. Sensitivity analysis across three weighting scenarios yields rank correlations exceeding 0.97, confirming ranking stability and methodological robustness. Overall, the proposed framework provides a balanced and reliable approach for identifying critical nodes and demonstrates potential applicability to evacuation planning and spatial network analysis in semi-structured environments.

Muhammad Rofiqul A'la; Atika Windra Sari; Dian Arif Rachman; Elvinda Bendra Agustina; Yusril Ihza Tachriri +2 more

JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS (JPTIS) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Gravity measurements in the Dieng geothermal area at regional and wide scales are still limited. GGMplus data provides large-scale gravity information that can be used for subsurface mapping more efficiently and at lower cost while maintaining optimal results. The GGMplus gravity acceleration data is processed into complete Bouguer anomalies, then separated using upward continuation to obtain regional and local anomalies. Both anomalies are further analyzed using the first horizontal derivative (FHD) and second horizontal derivative (SHD). The results are then used for 3D modeling using Grablox and Bloxer software. The Bouguer anomaly distribution ranges from approximately ‒70 to ‒230 mGal, with high anomalies located in the northeast of the study area, corresponding to geothermal manifestations in Dieng. FHD analysis indicates a regional anomaly source located 6.8 km northeast, interpreted as a magmatic zone. Local anomalies reveal an intrusion body about 2 km in size at a distance of 4 km in Mount Prau, interpreted as a heat source. The 3D model shows high-density values of 2.87 g/cm³ for regional anomalies and 2.8–2.9 g/cm³ for local anomalies, associated with ancient volcanic rocks and diorite intrusions acting as a heat source in the Sikidang–Merdada geothermal system.

Geovani Haryo Saputra; Darius Andana Haris; Meirista Wulandari

JURNAL PENELITIAN SISTEM INFORMASI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to analyze horror film production data using a Business Intelligence approach to generate information that can support the evaluation and planning of film production processes. The data used in this study were obtained from horror treatment documents and shot lists of a feature-length horror film, containing various information related to the filming process, such as scene numbers, shot numbers, scene descriptions, involved characters, shooting locations, and cinematographic techniques employed during production. The collected data were processed and visualized using Microsoft Power BI to develop an interactive dashboard capable of presenting important information in a visual format. The dashboard was designed to provide insights into scene distribution, shot type composition, character involvement in each scene, and shooting patterns throughout the film production process. Through data visualization in the form of an interactive dashboard, directors and production teams are expected to gain a clearer understanding of the film’s visual structure and production complexity. The resulting insights can support production evaluation and facilitate more informed decision-making for future film projects.  

Cindy Nova Riyanti; Muhamad Tamamul Iman

jurnal Riset Rumpun Agama dan Filsafat 2026 Pusat Riset dan Inovasi Nasional

This study explores how Generation Z in Indonesia produces and spreads narratives of micro-interfaith harmony through the TikTok platform. Amid growing social polarization in digital spaces, casual and personal tolerance content created by Gen Z offers a new approach to building social cohesion. Using a qualitative netnography method, this research observes 20 viral videos with over 10,000 views during the 2024-2025 Ramadan period, including the War Takjil trend and the #LoginLintasIman campaign, as forms of affective digital citizenship. The findings reveal that TikTok’s algorithmic logic, driven by emotional engagement, allows grassroots narratives of tolerance to reach broad audiences organically. Within this ecosystem, values of pluralism and solidarity are not shaped by formal institutions but emerge from the participatory dynamics and digital habitus of Gen Z. This study concludes that a new form of digital interfaith citizenship is emerging, termed algorithmic harmony, where tolerance is fostered through affective interactions, viral distribution, and the everyday media practices of youth. The findings provide new insights for media studies, diversity education, and digital tolerance discourse.

Anggy Julia Wulandari; Febi Nur Salisah

JURNAL PENELITIAN TEKNOLOGI INFORMASI DAN SAINS (JPTIS) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to measure the information technology governance capability level at SLB Cendana Rumbai using the COBIT 2019 framework. The study was conducted due to several issues in information technology management, including the absence of structured risk management, the lack of Standard Operating Procedures (SOPs) related to information security, the absence of periodic data backup and recovery mechanisms, and irregular monitoring of system security. This study focuses on the APO12 (Managed Risk) and APO13 (Managed Security) domains, which were selected based on design factor results as the main priorities for information technology management in the school. The research methods employed include observation, interviews, documentation, and questionnaire distribution to relevant stakeholders. The capability level measurement was carried out to determine the current condition of information technology governance (current capability), identify gaps between the current and expected levels, and formulate improvement recommendations. The results indicate that risk management and information security at SLB Cendana Rumbai still require improvement to become more effective, structured, and well-directed. Therefore, improvement recommendations were proposed as guidelines to enhance the quality of information technology governance in supporting the school’s operational activities optimally.  

Farhan Taufiqurrahman; Ladi Wajuba Perdini Fisabilillah

JURNAL RISET EKONOMI DAN AKUNTANSI (JREA) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

The study aims to analyze the influence of consumption behavior, projected through cultural, social, personal, and psychological factors, through Generation Z's decision to use the Quick Response Code Indonesian Standard (QRIS). The focus subjects were taken from undergraduate students of Economics at Surabaya State University from 2021 to 2024 who are active users of QRIS. Using an associative quantitative approach using primary data to be collected using an online questionnaire distribution. The data analysis technique applied Structural Equation Modeling–Partial Least Square (SEM-PLS) using SmartPLS 4 software. The results of the study showed that four factors of consumption behavior, namely cultural factors, social factors, personal factors, and psychological factors, have a positive and significant impact on students' decisions to use QRIS. Evaluation of the F-square value F2 shows that psychological factors (internal motivation, perceived ease, security, and trust) are the most dominant predictors with the largest effect value of 0.434 in influencing the decision to adopt this digital payment system technology. These findings indicate that a combination of students' internal motivation, the digital culture inherent in the campus environment, and the demands of practicality in Generation Z's lifestyle strengthen the decision to use QRIS in daily economic activities.  

Chiara Yobelin; Hasan Mujtaba; Catharina Aprilia Hellyani; Anna Triwijayati

Ebisnis Manajemen 2026 Fakultas Ekonomi & Bisnis, Universitas Nusa Nipa

The rapid development of digital technology has transformed the tourism industry through the implementation of Augmented Reality (AR), which provides more interactive, educational, and immersive tourism experiences. In Indonesia, the adoption of AR has become increasingly important to address the unequal distribution of tourist visits, which remain heavily concentrated in a few destinations, particularly Bali. This study aims to identify the clusters of AR utilization in Indonesian tourism development and analyze their potential contributions to destination promotion, cultural heritage preservation, and tourism competitiveness. The study employed a Systematic Literature Review (SLR) approach based on the PRISMA guidelines. Data were collected from reputable national and international scientific publications discussing AR implementation in tourism, cultural heritage, and travel industries between 2014 and 2025. The findings reveal that AR utilization in Indonesia can be categorized into five major clusters: the Bali Tourism Corridor Cluster, the Jakarta Metropolitan Cluster, the West Java Cluster, the East Java Cluster, and the Eastern Indonesia Cluster. Various AR implementations in destinations such as the Bongal Historical Site, Tana Toraja, Langsa City, and Lawang Sewu demonstrate the technology’s ability to enhance visitor experiences, strengthen historical and cultural education, and support destination marketing strategies. Furthermore, technology readiness and human resource competence were identified as the most influential factors affecting successful AR adoption. The findings suggest that AR has significant strategic potential to expand destination exposure, reduce disparities in tourist distribution across regions, and support the sustainable digital transformation of Indonesia’s tourism sector.

Yuntoro Tri Pranoto; Mokhamad Choirul Hudha

JURNAL MANAJEMEN DAN BISNIS EKONOMI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

The effectiveness of zakat management within the educational sector plays a crucial role in improving mustahik welfare. This study aims to analyze the management of zakat by the School Zakat Management Unit (UPZ) at SMKN Pringkuku Pacitan in enhancing the well-being of its beneficiaries. Utilizing a descriptive qualitative approach, data were gathered through interviews, direct observations, and documentary reviews. The findings reveal that the zakat management mechanism has been structured systematically, encompassing collection, distribution, and mustahik classification based on the eight categories of asnaf. Specifically, professional zakat (zakat profesi) is collected via a 2.5% monthly salary deduction from civil servant (PNS) and government employee (PPPK) staff, while zakat fitrah is accumulated from all teachers, staff, and students. The allocated zakat funds are regularly distributed to underprivileged students, orphans, and the community residing around the school environment. This financial intervention is proven to yield a positive impact by supporting educational expenses, fulfilling daily basic needs, and boosting students' learning motivation. The implication of this study emphasizes that the school-based zakat management model holds significant potential to be replicated as an effective social empowerment instrument to secure student welfare.

Vania Vipassana; Mela Karlina; Melati Syaftia; Nindi Juliani; Sakila Salsa Pratiwi +3 more

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

This study aims to map the trajectory of syntactic acquisition in three-year-old children through syntactic patterns and communicative functions in naturalistic interaction. Using a mixed-methods approach, data from native Indonesian-speaking children were collected over a period of 1.5 months through the involve-conversation technique. Analysis of 80 utterances using frequency distribution, Mean Length of Utterance (MLU), and functional grammar revealed a dominant Subject–Verb–Object (S–V–O) structure (30%) and an MLU of 5.82 morphemes. These findings indicate a developmental transition from telegraphic speech to early multi-clause constructions, reflecting increasing linguistic complexity. Cognitive compensation is marked by the use of pragmatic particles and non-canonical sentence patterns driven by ideational, interpersonal, and textual functions. The results support the usage-based hypothesis, suggesting that early syntactic development is functional, sequential, and non-linear in nature. Furthermore, the study highlights the role of interactional experience in shaping emerging grammatical competence. This classification serves as a micro-longitudinal assessment tool and provides a pedagogical basis for scaffolding interventions aimed at stabilizing complex linguistic patterns and enhancing language development in early childhood education settings.

Nindhea Paramita

JURNAL ILMIAH KESEHATAN MASYARAKAT DAN SOSIAL 2026 CV. ALIM'SPUBLISHING

Tuberculosis (TBC) in children remains a serious public health problem in Indonesia, with the 0–14 age group accounting for 16.2% of total notified cases in 2024. The uneven distribution of cases across provinces is thought to be influenced by various social determinants, yet spatial studies specifically on childhood TBC at the national level remain scarce. This study aimed to analyze the spatial pattern of childhood tuberculosis cases and social determinants in Indonesia in 2024 using a spatial ecological design across 38 provinces. Analysis included descriptive statistics, thematic mapping using QGIS, Moran's I test, and Local Indicator of Spatial Association (LISA) with queen contiguity weighting matrix. Results showed a strong positive spatial autocorrelation with a Moran's I value of 0.612. High-high clusters were identified in DKI Jakarta, Central Java, Banten, and West Java, which simultaneously recorded high population density and low primary healthcare ratios. Territory-based interventions should be prioritized in these hotspot provinces.

Ariska Agustina; Margaretha Yayu Indah Anugerahny; Indria Augustina; Angeline Novia Toemon; Nuch Sabunga

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Chronic rhinosinusitis (CRS) is a long-term inflammatory condition affecting the nasal mucosa and paranasal sinuses, which significantly impacts patients’ quality of life due to persistent and recurrent symptoms. Limited epidemiological data regarding CRS are available in Central Kalimantan, particularly at RSUD dr. Doris Sylvanus in Palangka Raya, prompting this study to determine its prevalence and patient distribution characteristics. This research employed a quantitative descriptive design with a cross-sectional approach. Data were collected from medical records of patients diagnosed with CRS in 2023 and 2024. Univariate analysis was conducted, and results were presented in tables and diagrams illustrating frequency distributions by year, gender, age, and main complaints. The findings showed a total of 118 CRS patients, with 53 cases in 2023 and 65 cases in 2024. The prevalence of CRS increased from 4.91% in 2023 to 10.83% in 2024. Based on gender, males accounted for 50.8% (60 patients), while females represented 49.2% (58 patients). The age group most affected was 46–55 years (31%), indicating a predominance among individuals of productive age. Nasal congestion was the most frequent primary complaint, reported by 35% of patients. The study concludes that the prevalence of CRS at RSUD dr. Doris Sylvanus increased notably from 2023 to 2024, with a slightly higher incidence among males in the productive age group. These findings highlight the need for enhanced preventive measures and early diagnosis to manage CRS more effectively in the local population.