Acknowledgement
This work was supported by the research grant of the KODISA Scholarship Foundation in 2023.
References
- Cha, E. B., & Cho, Y. I. (2022). The effect of adolescents' emotional neglect experience on suicidal thoughts: Focusing on the mediating effect of self-esteem. Criminal Justice Research, 5(1), 7-26.
- Dangeti, P., (2017), Statistics for machine learning, Birmingham, UK: Packt Publishing Ltd.
- Geron, A., (2017), Hands-On Machine Learning with Scikit-Learn and TensorFlow, Sebastopol, CA: O'Reilly Media
- Hong, K. H. (2020), A Predictive Model for Suicidal Ideation of Adolescents Using Random Forests Machine Learning Algorithm. Korean Journal of Social Welfare. 72(3). 157-180 https://doi.org/10.20970/kasw.2020.72.3.007
- Han, Myeunghee (2022), Analysis of Predictive Factors for Suicidal Ideation of Adolescents Using Decision Tree Analysis. Journal of Korean Public Health Nursing, 36(2), 157-169 https://doi.org/10.5932/JKPHN.2022.36.2.157
- IT Wiki. (2020). Decision Tree. Retrieved from https://itwiki.kr/w/%EC%9D%98%EC%82%AC%EA%B2%B0%EC%A0%95_%EB%82%98%EB%AC%B4Journal of Korean Public Health Nursing, 36(2), 157-169, August 2022.
- Jeon, K. S., Park, S. Y., & Cho, S. H. (2012). Gender differences in correlates of depression and suicidal ideation among Korean adolescents. The Korean Journal of Health, 6(4), 295-308.
- Kaggle. (2021). World_Suicide_Rates_2000-2019[Data set] https://www.kaggle.com/datasets/ankanhore545/worldsuicide-rates-20002019
- Kim, H.-J. (2008). Factors Influencing Youth Suicide Risk. Korean Journal of Social Welfare, 72(3), 157-180.
- Lee, E.-T., & Lee, E.-K. (2016). The controlled hawk of self-esteem in the relationship between middle school students' experiences of school violence, depression, and suicidal thoughts: "Gae Effect". Youth Culture Forum, 61-85.
- Park, W. J., Kim, H. S., Park, K. H., & Kim, M. H. (2012). The factors affecting youth's risk of suicide. Journal of the Korean Society for Suicide Prevention, 16(1), 1-10.
- Seo, G.-W. (2021). Exploration of causes for adolescent suicide and preventive measures considering the developmental characteristics of adolescence. (Research Report 21-R21). Korea Youth Policy Research Institute. Retrieved from https://www.nypi.re.kr/brdrr/boardrrView.do?menu_nix=4o9771b7&brd_id=BDIDX_PJk7xvf7L096m1g7Phd3YC&cont_idx=732&seltab_idx=0&edomweivgp=R
- Statistics Korea. (2019). Cause of Death Statistics. Retrieved from https://kostat.go.kr/board.es?mid=a10301060200&bid=218&act=view&list_no=385219
- Lawyers for a Democratic Society. (2019). 2019 Korea Human Rights Report. Retrieved from http://minbyun.or.kr/wp-content/uploads/2019/12/%EB%B3%B4%EA%B4%80%EC%9A%A9_2019%EB%85%84_%ED%95%9C%EA%B5%AD%EC%9D%B8%EA%B6%8C%EB%B3%B4%EA%B3%A0%EC%84%9C.pdf
- The Ministry of Health and Welfare. (2022). Results of the 2022 Lonely Death Survey. Retrieved From http://www.mohw.go.kr/react/al/sal0301vw.jsp?PAR_MENU_ID=04&MENU_ID=0403&page=1&CONT_SEQ=374084