Journal of Korea Artificial Intelligence Association

Korea Distribution Science Association (한국유통과학회)
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Multivariate Analysis and Determinants of Youth Depression through Logistic Regression

로지스틱 회귀분석을 통한 청년 우울감의 다변량 분석 및 영향 요인 연구

  • Received : 2023.10.29
  • Accepted : 2023.12.30
  • Published : 2023.12.31
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Abstract

In this paper, Depression is a mental disorder characterized by a lack of enthusiasm and feelings of sadness, which significantly impairs daily functioning. In 2018, there was an increase in book sales in the essay genre, particularly the popularity of "healing essays." This trend is seen as challenging the negative image and prejudices associated with depression. In 2021, a significant rise in the proportion of 20-year-old patients with depression is attributed to factors like job-related stress, interpersonal issues, and financial burdens. Additionally, there is a strong correlation between depression and suicidal thoughts, particularly among individuals who have experienced feelings of depression. Despite the increasing prevalence of depression among young adults, research in this area is lacking. To address this gap, statistical tools such as logistic regression and chi-squared tests are employed. The analysis reveals various independent variables associated with feelings of depression, shedding light on the relationships between these factors.

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References

  1. Cho, S. W., & Kim, K. L., & Lee, S. L., & Kwon, H. J., & Jeong, K. Y. (2023). A Correlation Analysis between Depression and Economic Activity Using Logistic Regression. KISC, 1086-1087 
  2. COX, D. R. (1958). The regression analysis of binary sequences (with discussion). J Roy Stat Soc B(20), 215-242
  3. Healtip. (2023, November 2). Youth Depression. in Korean Young Adults: Korean National Health and Nutrition. Retrieved from http://www.healtip.co.kr/news/articleView.html?idxno=4693 
  4. Jeong, Y. B., & Kim, C. T. (2019). Effect of Employment Status and Sleep Duration on Depression and Suicidal Ideation, The Korea Public Health Association, 45(3), 91-103. 
  5. Jeong, Y. J., & Jeong, H. H., & Jeong, C. W., & Lim, H. S., & Kim, S. C. (2021). Lifestyle, Health Status and Socioeconomic Factors Associated with Depressive Symptoms. Practice, 11(2), 120-126. 
  6. Korean Neuropsychiatry Association. (2017). "Textbook of Neuropsychiatry. 3rd ed. Seoul". iMiS Company, 273-308, 711-20 
  7. Kwon, S. M. (2000). Depression (abnormal psychology 2). Hakjisa, 122-128. 
  8. Lee, H. J. (2022). The High Ages of Depression Essays: The Phenomenology of Depression in Youth. The Society of Korean Modern Literary Criticism, 74, 69-99. 
  9. Lee, J. H. (2003). Study on social problems of internet addiction and hikikomoly. Korea Society Moral & Ethics Education Association, 16, 129-149 
  10. Oh, C.H., & Yu, B. C., & Lee, M.J., & Kang, S.H. (2021). Factors Related to the Prevalence of Depression among Young People. The Korean Journal of Health Service Management, 15(2), 27-39.  https://doi.org/10.12811/kshsm.2021.15.2.027
  11. Park, C. L., & Han, C. K. (2023). The Effect Of Social Trust On Depression Among Young Adults: Focusing On Gender Differences. Health and Social Welfare Review, 43(1), 141-156  https://doi.org/10.15709/HSWR.2023.43.1.141
  12. UpToDate. (2023. 11. 07.). Major depressive episode dsm 5. Retrieved from http://www.uptodate.com/contents/image?imageKey=PSYCH%2F89994