Journal of Educational Innovation and Public Health
Vol. 2 No. 1 (2024): Januari : Journal of Educational Innovation and Public Health

Model of Binary Logistic Regression to Predict Mental Health in College Students

Indriyani, Yulis (Unknown)
Nur Susanti (Unknown)



Article Info

Publish Date
19 Dec 2023

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.

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Journal Info

Abbrev

Innovation

Publisher

Subject

Dentistry Health Professions Medicine & Pharmacology Nursing Public Health Veterinary

Description

Praktek Kedokteran Bedah, Farmasi, Persalinan, Kesehatan Anak, Kesehatan Mental, Kesehatan Masyarakat, Gigi, Pendidikan Kedokteran, Kebidanan, Kedokteran dan Keperawatan, Kebijakan dan Manajemen Kesehatan, Gizi Masyarakat, Kesehatan Lingkungan, Epidemiologi, Kesehatan Reproduksi, Promosi Kesehatan, ...