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Journal : compiler

Implementation of the Psychological Scale Depression Anxiety Stress Scale 21 (Dass-21) in the Expert System for Diagnosing Mental Health Disorder Mola, Sebastianus Adi Santoso; Melly, Margaretha Delima; Yublina Pandie, Emerensye Sofia
Compiler Vol 13, No 1 (2024): May
Publisher : Institut Teknologi Dirgantara Adisutjipto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28989/compiler.v13i1.1938

Abstract

Mental health is something that needs to be considered properly because if the mental is disturbed then the body also feels the impact. Mental health disorders including depression, stress, and anxiety can affect anyone, especially students. Due to the lack of awareness of mental health in students and the minimal number of clinical psychologists in Indonesia, students are reluctant to see a psychologist. The existence of an expert system for early detection of mental health disorders using the Depression Anxiety Stress Scale (DASS-21) with 21 symptoms can help students analyse the level of mental health disorders which are divided into depression, stress, and anxiety. The results of the study based on 100 student data of Nusa Cendana University obtained the system can diagnose mental health disorders including depression, stress, and anxiety with an accuracy rate of expert and system results of 100% which shows that the implementation of the DASS-21 instrument into the system is correct. Findings from the diagnosis results show that most students (70%) suffer from anxiety in the moderate to severe category. However, special attention needs to be paid to students who suffer from moderate to severe depression (37%) and severe to moderate stress (36%).
Co-Authors Abdul G Farid Adelysa P Gitaswara Adriana Fanggidae Adriana Fanggidae Arfan Y Mauko Arfan Yeheskiel Mauko Asnat Nofri Kenlopo Atok, Yosefa Carela Baun, Diandra Lyan Bethseba Bekayo, Yoseph Kurubingan Benyamin Orison Darling Kana Wadu Boru, Meiton Clarissa Elfira Amos Pah Dinda Permata Mbatu Dony Martinus Sihotang Dwi Prasetyo Elfrida Veranda Beka Dede Emerensiana S.Y Pandie Emerensye S. Y. Pandie Emerensye Sofia Yublina Pandie Fajar Akhbarudin Rosnah Wangge Febryan Cornelis Lomi Finit, Awi Susanto Giri, Imanuel Raja Gloria, Ayuntha Goru, Alfonsus Maria De Liguori Huan, Arni Yusfin Imanuel Jeremiah Garis Ramba Jakha Rama Phosa Joshua Aprivaldis Toelle Juan Rizky Mannuel Ledoh Juliet Reinita Angelia Lao Kase, Bernardino Antonius Kornelis Letelay Lamapaha, Christian Jaquelino Leobisa, Elisabeth Ester Eunike Luttu, Yufridon Charisma Mbatu, Dinda Permata Meiton Boru Melly, Margaretha Delima N.A.Manbait, Yoseph D’Timor Nelci D Rumlaklak Nomleni, Inggi Rosina Novi Penna Nunes, Ingratcia Oktaviana Polly, Dian Putri Novita Prityaningsih, Ni Putu Dana Rassa, Delfiana M Rikardus Mbusa Romy O. D. Djami Roswita R Ligoresi Rumlaklak, Dessy Nelci Rumlaklak, Nelci D. Rumlaklak, Nelcy D. Sain, Adriana Yohana Sani, Michelle Maria Angely Rani Saragih, Alexandro Eurico Yosafat Sihotang, Dony Martinus Sitepu, Rasional Sonlay, Febronia B Ssainah P Faransyah Sultani, Akhzan Akbar Tiwuk Widiastuti Tokan, Diana Inda Carmilla Varra Chandrika Kumara Tungga Viani Anika Afeanpah Yelly Y Nabuasa Yelly Yosiana Nabuasa Yelly Yosiana Nabuasa Yublina Pandie, Emerensye Sofia Yulianto Triwahyuadi Polly Yulianto Triwahyuadi Polly