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Diabetes mellitus type 2 is a serious public health problem in the world. Diabetes mellitus is also the main cause of morbidity, mortality, disability, and economic loss all over the world include development countries. The research objective is to estimate the diabetes mellitus prevalence, risk factors, and prediction model in urban areas of Indonesia. By analyzed The Indonesia Basic Health Research Survey 2007 that consist of 19,960 respondents aged above 15 years old who had Oral Glucose Tolerance Test (OGTT). Only 18,746 respondents had been analyzed. Logistic regression with two stage design sampling was used to analyze the data.
Obesitas pada remaja meningkat secara global dan nasional. Hal ini menjadi perhatian khusus karena obesitas pada remaja dapat meningkatkan risiko penyakit tidak menular lebih dini. Penelitian ini menganalisis faktor aktivitas fisik dan pola makan dengan obesitas pada remaja 10—19 tahun menggunakan data SKI 2023 dan analisis regresi logistik berganda (96.721 responden). Hasil menunjukkan di perkotaan, tidak terdapat hubungan
antara aktivitas fisik dengan obesitas. Untuk pola makan, konsumsi makanan berlemak pada status kekayaan tertinggi (AOR= 1,38) dan konsumsi minuman bersoda (AOR= 0,584; 95% CI= 0,404—0,845) menunjukkan hubungan signifikan secara statistik dan menjadi faktor risiko di perkotaan. Di samping itu, di pedesaan, aktivitas fisik pada remaja berumur 10-13 tahun (AOR= 1,89) dan konsumsi makanan berlemak pada status kekayaan tertinggi (AOR= 2,25) memiliki hubungan yang signifikan secara statistik dan menjadi faktor risiko di pedesaan. Oleh karena itu, diperlukan upaya pencegahan lewat penguatan layanan preventif serta kolaborasi antar pihak dalam membentuk kebiasaan dan gaya hidup yang lebih sehat dalam menurunkan angka obesitas.
Adolescent obesity is increasing globally and nationally. This is of particular concern because obesity in adolescents can increase the risk of non-communicable diseases earlier. This study analyzed physical activity and dietary factors with obesity in adolescents 10-19 years old using SKI 2023 data and multiple logistic regression analysis (96,721 respondents). Results showed that in urban areas, there was no association between physical activity and obesity. For diet, consumption of fatty foods at the highest wealth status (AOR= 1.38) and consumption of soft drinks (AOR= 0.584; 95% CI= 0.404-0.845) showed statistically significant associations and were risk factors in urban areas. In addition, in rural areas, physical activity among adolescents aged 10-13 years (AOR= 1.89) and consumption of fatty foods at the highest wealth status (AOR= 2.25) had statistically significant associations and were risk factors in rural areas. Therefore, prevention efforts through strengthening preventive services and collaboration between parties in shaping healthier habits and lifestyles are needed to reduce obesity rates.
Type 2 diabetes mellitus is a non-communicable disease that can be treated, and its consequences can be prevented or delayed through proper diet, physical activity, medication, as well as regular screening and treatment of complications. However, this disease is often diagnosed several years after onset, by which time complications and comorbidities may have developed, making it one of the top 10 causes of hospitalizations. This study aims to determine the effect of severity and comorbidity on the length of hospital stay among patients with type 2 diabetes mellitus in advanced referral health facilities (FKRTL) among BPJS Kesehatan participants in 2023, controlled for variables such as FKRTL type, FKRTL ownership, segmentation, care class, age, and gender. This research used 2023 BPJS Kesehatan sample data with a cross-sectional study design. The analysis included univariate, bivariate, and multivariate methods. Bivariate analysis showed a significant relationship between severity and length of stay (p-value = 0.001), while comorbidities were not significantly associated with length of stay (p-value = 0.285). Moderate to severe severity and comorbidities with a CCI score of ≥1 were associated with a higher risk of prolonged hospitalization and a lower risk of short hospitalization compared to the ideal length of stay (RRR = 4.95; 95% CI = 0.82–29.85; RRR = 0.46; 95% CI = 0.29–0.72 | RRR = 1.11; 95% CI = 0.25–4.92; RRR = 0.67; 95% CI = 0.41–1.10). Multivariate analysis controlling for FKRTL type, FKRTL ownership, segmentation, care class, age, and gender showed that the association between severity and length of stay remained significant after controlling for FKRTL type and FKRTL ownership, while the association between comorbidity and length of stay remained insignificant even after adjusting for control variables. Efforts to enhance clinical early detection programs for the severity level and comorbidities of type 2 diabetes mellitus are necessary to prevent prolonged hospital stays due to complications and disease severity, which contribute to a significant healthcare burden.
