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Analisis Potensial Kejadian Luar Biasa DBD Berdasarkan Kasus DBD 5 Tahun Terakhir 2019-2024 : Studi Ekologi di Kota Lubuklinggau Provinsi Sumatera Selatan Anggraini, Sely; Wahyono, Tri Yunis Miko; Fitria, Fitria; Putri, Nadia
Jurnal Epidemiologi Kesehatan Indonesia Vol. 9, No. 2
Publisher : UI Scholars Hub

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Abstract

Dengue Hemorrhagic Fever (DHF) is an endemic disease in Indonesia, with a high potential for outbreaks, particularly in tropical and densely populated regions such as Lubuklinggau City. This study aimed to assess the outbreak potential of DHF in Lubuklinggau by analyzing the five-year trend of minimum and maximum case numbers (2019–2023) and comparing them with 2024 data using the epidemic threshold approach. A descriptive ecological study design was employed, with all primary health centers (puskesmas) in the city as units of analysis. Data sources included annual DHF surveillance reports from the District Health Office, field observations, demographic data from the Central Bureau of Statistics (BPS), and rainfall distribution maps from the South Sumatra Meteorological Agency (BMKG). The findings revealed a significant increase in DHF cases in 2024, with a total of 284 cases and a monthly average of 23.67, exceeding the epidemic threshold of 16.85. Outbreak conditions were identified in six months: April, May, July, August, November, and December. Exceptionally high rainfall in November 2024 is suspected to have contributed to the spike in cases observed in December. The highest number of cases occurred in the service area of the Citra Medika Health Center, which has the second-highest population density in the city. The main risk factors identified included inadequate mosquito breeding site control (PSN) practices and limited laboratory diagnostic capacity. These results underscore the need to strengthen active surveillance at the primary healthcare level, implement widespread public education on the 3M Plus strategy, enhance community participation in larval monitoring and vector control activities, and improve laboratory capacity to support early diagnosis and effective outbreak response. Keywords : Dengue Hemorrhagic Fever, Outbreak, Surveillance, Lubuklinggau, Ecological Study
Socio-Demographic Determinants of Hospitalization Severity Among Type 2 Diabetes Mellitus-Related Hospitalization Visits in Indonesia: A Cross-Sectional Analysis of Using BPJS Health Secondary Data, 2023 Putri, Nadia; Adisasmita, Asri C.; Fitria, Fitria; Anggraini, Sely
Jurnal Epidemiologi Kesehatan Indonesia
Publisher : UI Scholars Hub

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Abstract

Type 2 diabetes mellitus (T2DM) is a chronic disease with high prevalence and contributes significantly to the burden of inpatient care in Indonesia. The severity of T2DM-related hospitalization as classified under the INA-CBGs system, is an important indicator for assessing disparities in access to care and the health system’s response to vulnerable populations. This study aims to analyze the relationship between socio-demographic characteristics and the severity of T2DM-related hospitalization visits based on 2023 Social Security Administering Body for Health (BPJS Health) data. This study employed a cross-sectional design using secondary data from the 2023 BPJS Health Sample Data. The unit of analysis was hospitalization visits. The study included inpatient hospitalization visits with a diagnosis of T2DM (ICD-10: E11). Univariate and bivariate methods were conducted, including chi-square tests and ordinal logistic regression was estimated using cluster-robust standard errors. Hospitalization severity was categorized based on the INACBGs classification (mild, moderate, severe). Among 431 T2DM-related hospitalization visits, age >45 years (OR = 2.17; p = 0.035), divorced status (OR = 2.33; p = 0.021), and lower middle socioeconomic status (OR = 1.54; p = 0.046) were significantly associated with higher INA-CBGs hospitalization severity. Gender, inpatient care class, and type of healthcare facility ownership were not statistically significantly associated with hospitalization severity. These findings highlight the importance of the health system's response to the social determinants reflected in INA-CBGs–based hospitalization severity among T2DM-related visits. Targeted and multisectoral interventions are needed to reduce disparities and improve service quality for socially vulnerable groups. Keywords: Type 2 diabetes mellitus, hospitalization severity, socio-demographics, BPJS Health