Android-based Application for Depression, Anxiety, and Stress Screening
Keywords:
Screening, Android-Based Application, Stress, Anxiety, DepressionAbstract
The escalating issue of emotional and mental disorders, such as stress, anxiety, and depression, necessitates proactive measures to anticipate adverse effects on individuals experiencing them. One of the ways is by implementing a screening method. An android-based screening application can offer immediate feedback about an individual’s mental health condition. This study employs a research and development approach encompassing the preliminary study, model development, and model validation. The outcome of this study was an initial design for an Android-based screening application, DeAs Care, which aims to measure the levels of depression, anxiety, and stress in individuals. The DeAs Care application underwent evaluation by a group of 15 adolescent participants, all between the ages of 18 and 20. The assessment employed a Likert scale with a range of 1 to 5. The results indicated an overall satisfaction rate of 85%, corresponding to a ‘Very Good’ rating. The application was utilized on 216 adolescent participants to evaluate their levels of depression, anxiety, and stress. The assessment results indicate that the subsequent proportions of participants received a diagnosis of depression: 21% of the participants reported experiencing mild depression, while 20% showed moderate depression. Additionally, 8% had severe depression, and 6% had extremely severe depression. The other 45% of participants indicated they were in normal conditions. As for the participants' anxiety levels, the results of the assessments showed that 15% of them had mild anxiety, 31% had moderate anxiety, 23% had severe anxiety, 16% had extremely severe anxiety, and 15% of them were in a normal state. Furthermore, concerning stress levels, the study found that 20% of individuals had mild stress, 24% experienced moderate stress, 6% experienced severe stress, and 1% experienced extremely high stress levels. In comparison, the remaining 50% reported normal stress levels. The findings indicate that utilizing the DeAs Care Android application for screening adolescent mental health is an effective method for preventing issues related to mental and emotional disorders through self-assessment.
References
WHO. Depression and Other Common Mental Disorder. Depression. 2017. 24 pages.
Kemenkes. Riskesdas 2018 [Internet]. Badan Penelitian dan Pengembangan Kesehatan. 2019. Retrieved from http://labdata.litbang.kemkes.go.id/images/download/laporan/RKD/2018/Laporan_Nasional_RKD2018_FINAL.pdf
Susana Nurtanti SH. Analisis Tingkat Depresi, Ansietas Dan Stress Saat Menghadapi Penilaian Akhir Semester Pada Siswi Smk Muhammadiyah. J Chem Inf Model. 2021;4(2):351–60.
Kaligis F, Ismail RI, Wiguna T, Prasetyo S, Indriatmi W, Gunardi H, et al. Mental health problems and needs among transitional-age youth in Indonesia. Int J Environ Res Public Health. 2021;18(8).
Dianovinina K. Depresi pada Remaja : Gejala dan Permasalahannya Depression in Adolescent : Symptoms and the Problems. 2018;6(1):69–78.
Sulistyorini W, Sabarisman M. Depresi : Suatu Tinjauan Psikologis. Sosio Inf. 2017;3(2):153–64.
Yani A. Layanan Berbasis Android Untuk Melakukan Deteksi Dini Depresi Pada Remaja. J Chem Inf Model. 2013;53(9):1689–99.
Sutanto S, Amiruddin D, Nugraha G. Rancang Bangun Aplikasi Skrining Kesehatan Mental Remaja Berbasis Web Di Rsud Dr.Dradjat Prawiranegara Dengan Menggunakan Metode Analytic Hierarchy Process (AHP). J Innov Futur Technol. 2022;4(1):29–38.
Azzahro EA, Dian J, Sari E, Masyarakat FK, Epidemologi D, Kesehatan F, et al. Faktor Psikososial Dengan Kejadian Depresi Pada Remaja (Studi pada Siswa Kelas 12 SMA XY Jember) Psychosocial Factors with The Incidence of Depression in Adolescents (Study at 12th Grade XY High Schools Students in Jember). 2021;2655:69–77.
Janitra PA, Prihandini P, Aristi N. Pemanfaatan Media Digital Dalam Pengelolaan Kesehatan Mental Remaja Di Era Pandemi. Bul Udayana Mengabdi. 2021;20(1):18.
Auliasin E, Rusdianto DS, Soebroto AA. Pengembangan Aplikasi Diagnosis Gejala Depresi pada Mahasiswa Fakultas Ilmu Komputer Studi Kasus Fakultas Ilmu Komputer Universitas Brawijaya. J Pengemb Teknol Inf Dan Ilmu Komput [Internet]. 2019;3(9):8823–30. Retrieved from: http://j-ptiik.ub.ac.id
Hanafi. Konsep Penelitian R&D Dalam Bidang Pendidikan. J Kaji Keislam [Internet]. 2017;4(2):129–50. Retrieved from: http://www.aftanalisis.com
Sugiono. Metode Penelitian Kuantitatif, Kualitatif, dan R&D. 2016.
Basha E, Kaya M. Depression, Anxiety and Stress Scale (DASS): The Study of Validity and Reliability. Univers J Educ Res. 2016;4(12):2701–5.
Depkes R. Riskesdas 2013. DEPKES RI. 2013.
Kemenkes. Situasi kesehatan jiwa di Indonesia. InfoDATIN [Internet]. 2019;12. Retrieved from: https://pusdatin.kemkes.go.id/resources/download/pusdatin/infodatin/InfoDatin-Kesehatan-Jiwa.pdf
Duriana Wijaya Y, Psi M, Puskesmas P, Baru K, Dki J. Kesehatan Mental di Indonesia : Kini dan Nanti. Bul Jagaddhita [Internet]. 2019;1(1):1–4. Retrieved from: https://www.neliti.com/publications/276147/
Hakim MA, Aristawati NV. Mengukur depresi, kecemasan, dan stres pada kelompok dewasa awal di Indonesia: Uji validitas dan reliabilitas konstruk DASS-21. J Psikol Ulayat. 2023;10(2):232–50.
Suratmini D, Afriani T. Pemanfaatan Deteksi Stres Remaja Yang Efektif Dan Efisien Melalui Aplikasi: Systematic Review. J Keperawatan Respati Yogyakarta. 2019;6(1):542.
Hamenda TF, Moo S, Hunowu R, Soeli YM. Pengembangan Deteksi Dini Gangguan Kesehatan Jiwa Dengan Mental Health Screening Berbasis Aplikasi Android Untuk Masyarakat Pesisir Pantai Desa Ponelo. Jambura Nurs J. 2022;4(1):16–21.
Khoiri M imron. Perancangan Aplikasi Kesehatan Mental Online Menggunakan Metode Rapid Application Development(Rad). JEKIN - J Tek Inform. 2023;1(3):26–32.
Rizqi J, Widayati RW, Fitriawan AS, Indriani A. Skrining Kesehatan Mental Menggunakan Skala Depresi, Kecemasan, dan Stres (Dass-42): A Cross-Sectional Study Pada Website “PEDULIJIWA. COM.” Pros Semin Nas Multidisiplin Ilmu. 2022;4(1):380–5.
Endriyani S, Lestari D, Lestari E, Napitu IC. Gangguan Ment Emosional Dan Depresi Pada Remaja [Internet]. 2022;4(2):429–34. Retrieved from: https://journal.umtas.ac.id/index.php/healtcare/article/view/2346
Ayuningtyas D, Rayhani M. Analisis Situasi Kesehatan Mental pada Masyarakat DI Indonesia dan Strategi Penanggulangannya. 2018;9(1):1–10.
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