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Model of Binary Logistic Regression to Predict Mental Health in College Students Indriyani, Yulis; Nur Susanti
Journal of Educational Innovation and Public Health Vol. 2 No. 1 (2024): Januari : Journal of Educational Innovation and Public Health
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/innovation.v2i1.2266

Abstract

Indonesia is entering a critical period for mental health. Research results from the The Indonesia National Adolescent Mental Health Survey (2022), around 15,5 million Indonesian teenagers experience mental health disorders. Students are part of late adolescence and are vulnerable to mental disorders. The binary logistic regression model is used to examine in more depth what variables have a significant effect. So, this research aims to predict mental health of students in the Faculty of Health Sciences, Pekalongan University. This type of research is observasional with a cross-sectinal design. Data were collected using the SRQ-20 via the Google Form platform using simple random sampling of 186 students. There were 130 students who indicated mental health disordes (69,9%). Simultaneously age, gender, major, semester level, mother’s educational level, father’s educational level, social support and dependence on using smartphone influence student’s mental health status (P Value<0,05). Even though only a few variables were partially significant, the precision percentage of the model that could be predicted correctly was 71,5%. The accuracy of the predicted model is quite good, namely student mental health status (y) = -3,720 + 2,403 (Major) – 1,980 (Mother’s Educational Level) + 1,444 (Father’s Educational Level) + 0,888 (Dependence on using Smartphone). Promotive and preventive interventions such as further screening and education to support student’s healthy mental health.
Pemberdayaan UMKM melalui Program Pendataan dan Registrasi NIB untuk Mendorong Pertumbuhan Ekonomi Lokal di Desa Cikakak Kecamatan Cikakak Kabupaten Sukabumi Rahmawati, Yuli Diani; Risnawati; Nur Susanti; Margareta Tamba; Amalia Chasanah; Kesya Aprilia Jitmau; Shalky Fitria; Rijal Maulana; Purnama Indah, Neng Susan Wulan; Futri Safhira
Celebes Journal of Community Services Vol. 4 No. 2 (2025): June - November
Publisher : STIE Amkop Makassar, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37531/celeb.v4i2.3088

Abstract

Artikel ini membahas upaya pemberdayaan Usaha Mikro, Kecil, dan Menengah (UMKM) melalui program pendataan dan registrasi Nomor Induk Berusaha (NIB) di Desa Cikakak, Kecamatan Cikakak, Kabupaten Sukabumi. Program ini bertujuan untuk mendorong pertumbuhan ekonomi lokal melalui peningkatan legalitas dan akses UMKM terhadap pembiayaan, program pemerintah, serta pasar yang lebih luas. Metode yang digunakan adalah pendekatan partisipatif dengan melibatkan pemerintah desa, organisasi masyarakat, serta pelaku UMKM. Hasil pendataan menunjukkan berbagai permasalahan yang dihadapi UMKM, antara lain rendahnya literasi hukum dan digital, keterbatasan infrastruktur teknologi, kurangnya dokumentasi usaha, hingga persepsi negatif terkait kewajiban pajak. Melalui pendampingan registrasi NIB secara langsung dan sosialisasi edukatif, pelaku UMKM mulai menyadari pentingnya legalitas usaha untuk keberlanjutan bisnis. Kegiatan ini memberikan kontribusi nyata terhadap peningkatan kesadaran hukum, literasi digital, dan kesiapan UMKM dalam menghadapi persaingan pasar, sehingga berdampak pada penguatan fondasi ekonomi lokal berbasis UMKM di Desa Cikakak.