Increasingly thriving businesses that utilize existing startups are a form of disruptive innovation. Today, these startup users can multiply the number of their customers online to include a broader population in downtown areas. This research aimed to analyze the locations of startup users in Palembang City, Indonesia, spatially using the Accuracy Values of Spatial Data Modeling. Frequency, a descriptive quantitative approach, and spatial data modeling analysis were the two methods applied to 364 sampling points distributed in Palembang City. The results indicated that single women with an average of high school or equivalent education dominated the demographics of the startup users. Also, on average, the startup users were 20–29 years of age. The spatial analysis revealed that their business locations formed a dispersed pattern, with an even density in the downtown area. Based on the sensitivity and specificity values on the ROC curve (receiver operating characteristic) and the accuracy level obtained from AUC (area under the ROC curve), the Spatial Data Modeling (SDM) of the density distribution showed very high-accuracy results, 98.8%.
Tujuan dari kegiatan pengabdian kepada masyarakat ini adalah untuk memberikan pemahaman dan kesadaran siswa terhadap dampak pernikahan usia dini melalui media film. Metode yang digunakan dalam pengabdian kepada masyarakat ini adalah menggunakan metode penyuluhan. Hasil analisis kegiatan PKM yang telah dilaksanakan secara keseluruhan menunjukkan persentase sebesar 76,5% termasuk ke dalam kategori memahami konsep pernikahan. Kemudian, persepsi siswa terhadap dampak dari pernikahan usia dini terlihat cukup baik dimana siswa siswa tidak setuju terhadap perilaku menikah usia dini, pernikahan usia dini berdampak buruk terhadap kesehatan reproduksi, pernikahan memerlukan kematangan/ kedewasaan baik fisik maupun mental dan kesiapan menikah, pernikahan usia dini rentan KDRT (Kekerasan Dalam Rumah Tangga) dan perceraian, dan pemahaman tentang pernikahan sangat penting sebelum memutuskan untuk menikah. Pentingnya kegiatan PKM ini dilaksanakan lebih lanjut ke sekolah sebagai upaya mengurangi pelaku menikah usia dini dan dampak dari pernikahan usia dini.
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