• Annual Conference on Human and Language Technology
• /
• 2022.10a
• /
• pp.210-215
• /
• 2022

최근 전 세계적으로 불안감, 우울증 등을 비롯한 정신 건강 관리에 어려움을 겪고 있다. 특히 COVID-19 팬데믹 사태로 인해 경제적, 사회적으로 고립되는 시간이 길어지면서 정신 건강이 악화되고 있다. 한국의 경우도 심리상담을 받는 비율이 증가하는 등 정신 건강 관리의 수요가 높아지고 있다. 정신 건강 관리를 위한 여러 진입 장벽들을 극복하기 위해 개발된 비대면 심리상담들이 인기를 얻고 있다. 특히, 인공지능 기술과 정신 건강 관리를 결합하려는 시도가 많아지고 있으며, 미국, 중국 등 해외에서는 이미 워봇(Woebot), 유퍼(Youper) 같은 심리상담 챗봇이 상용화되어 서비스 중이다. 그러나 한국에서의 심리상담 챗봇은 아직까지 해외만큼 상용화 단계에 이르지 못했다. 또한, 이러한 챗봇을 구축하기 위한 데이터셋 연구가 부족한 실정이다. 본 논문에서는 익명 심리 플랫폼을 통하여, 심리전문가가 비식별화한 고민과 해당 고민에 대한 전문가 답변을 활용하여 구축한 MICA를 소개한다. 또한, 본 데이터셋을 활용해 딥러닝 기반의 언어 모델을 학습하고 정량적, 정성적 성능 평가를 통해 챗봇의 가능성을 확인하였다.

• The Journal of the Korea Contents Association
• /
• v.22 no.5
• /
• pp.416-423
• /
• 2022

This study was a secondary data analysis study to determine the relationship between mental health counseling and the current prevalence of depression in the Korean adult population. Data were extracted from raw data of the 7th 3rd year (2018) of the National Health and Nutrition Examination Survey (NHANES) conducted by the Korea Centers for Disease Control and Prevention. The subjects of this study were 6,238 adults aged 19 years or older who participated in the NHANES conducted from January to December 2018. The collected data were analyzed by frequency analysis and logistic regression analysis of the complex sample by the SPSS/WIN 27.0 version program. The mental health counseling statistically significant associated with variables such as sex, marital status, economic activities, and family income level, respectively (p<0.05). The prevalence of depression statistically significant associated with age group (p<0.0001). The odds-ratio of current prevalence of depression was 5.09 times (OR, 5.085; p<0.0001) lower in subjects who had undergone mental health counseling for the past year compared to subjects who did not. These findings could be useful as evidence-based data for the prevention and management of depression by predicting the vulnerable factors for mental health in the Korean adult population.

• Proceedings of The Korean Society of Health Promotion Conference
• /
• 2009.05a
• /
• pp.84-84
• /
• 2009

목적 : 청소년의 행태와 가족관계가 정신건강에 미치는 영향을 분석하여 중학생의 학교내외 생활지도 및 정신건강을 위한 프로그램 개발에 필요한 기본 정보를 제공하고자 함. 조사방법 : 원주의 한 남녀공학 중학교 3학년을 대상으로 2008년 11월 25일부터 12월 11일까지 설문조사를 실시함. 총 454명의 중학교 3학년 학생 중 377명이 조사에 참여하였음. 척도는 신체증상, 식사장해, 우울감, 대인관계, 무력감, 충동성 등 정신건강에 관한 6척도와 31개 항목으로 구성됨. 통계분석은 독립변수인 행태변수와 가족관계 변수를 교차분석을 시행하였고, 변수간의 평균간 차이검증은 t-test와 ANOVA를 시행하였고, 정신건강 관련요인 규명을 위하여 회귀분석을 실시함. 결과 : 성별에 따라 아침에 상쾌하게 눈이 떠지는지, 취침시각, 공부시간, 핸드폰 유무, 다이어트 경험, 운동 횟수, 취미여부가 통계적으로 유의하였음. 가족구성인원 변수에 따라 가족에게 고민상담, 집안 일 돕기가 통계적으로 유의하였음. 종속변수인 정신건강과 통계적으로 유의한 변수는 가족과 고민상담, 가족과 식사, 아침에 상쾌하게 눈이 떠지는지, 아침식사여부, 공부시간, 운동 횟수였음. 가족과 식사를 하는 학생들이 그렇지 않은 학생들보다, 그리고 12시 이전에 취침하는 학생들이 12시 이후에 취침하는 학생들보다 정신건강이 좋은 것으로 나타남. 토의 및 결론 : 중학생들의 정신건강 지도를 위해서는 행태변수와 가족관계 변수를 고려하는 것이 필요한 것으로 나타났음.

• Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
• /
• v.8 no.10
• /
• pp.895-903
• /
• 2018

The purpose of this study is to conduct a comparative analysis on the mental health and health-related quality of life of the community residents who have been affected by the Sewol ferry disaster and to provide a basis for future aids for potential human-caused catastrophe. The study utilized the big data, Korean community health survey data of 3,632 (1,803 in 2018 and 1,829 in 2014) residents in Ansan and Jindo, a victimized community of Sewol ferry disaster, and compared the subjective level of health, amount of appropriate sleep, subjective stress level, stress consulting, depression, depression consulting, and health-related quality of life before and after the disaster. According to the findings, community residents who have been affected by the Sewol ferry disaster did not show any significant difference in terms of subjective health level, amount of appropriate sleep, subjective stress, and health-related quality of life. The study aims to serve as a foundational data for developing a prevention program or policy that aims to support future potential disasters by comparing the mental health and health-related quality of life of the victimized community before and after the disaster. The study suggests that the need for continuous monitoring of mental health and health-related quality of life of the victimized residents is significant, and further studies should be implemented in order to provide better supports for the local community.

• Journal of the Korea Convergence Society
• /
• v.10 no.8
• /
• pp.227-235
• /
• 2019

The purpose of this study was to analyze the mediating effect of mental health on the relationship between health promotion lifestyle and subjective well-being of college students. The study subjects were 282 college students. Data were analyzed by ANOVA, correlation analysis and multiple regression analysis. Results, first, the health promoting lifestyle has a significant positive effect on subjective well-being. Second, the health promotion lifestyle had significant negative impact on mental health. Third, the variables of depression, psychopathic deviate, paranoia, psychasthenia, schizophrenia were significant mediating parameters in the relationship between health promotion lifestyle and subjective well-being. Based on these results, we discussed the importance of health promoting behaviors for mental health and happiness of college students.

• 한국사회복지학회:학술대회논문집
• /
• 1994.11a
• /
• pp.317-329
• /
• 1994

• Journal of Digital Convergence
• /
• v.14 no.12
• /
• pp.43-54
• /
• 2016

The purpose of this research was to develop a group counseling program for improving the psychological well being and mental health of the university entrants, and to verify the effectiveness of the program. The research procedure consisted of the program development step and the program verification step, and in detail, 6 steps of program development processes were established. The subjects of the research were 116 university entrants, and 15 group counselings were conducted. As the result, significant variations were shown in the scores of the psychological well being and mental health through the pre and post test on the group, and the experience report analysis evaluated that the objective of the program was accomplished. It is expected that these results would be helpful for suggesting various education methodology or education policy for the university entrants.

• The Journal of the Korea Contents Association
• /
• v.19 no.9
• /
• pp.430-440
• /
• 2019

This study analyzed the moderating effect of mindfulness on the relationship between college students' mental health and college life adjustment. The study subjects were 246 college students. Data were analyzed using ANOVA, Pearson's correlation analysis, and multiple regression analysis. The results of this study were as follows. First, the group with high satisfaction regarding their major showed significantly higher mindfulness and college life adjustment than the group with low satisfaction. Second, ta negative correlation was found between mental health(hypochondriasis, depression, psychopathic deviate, paranoia, schizophrenia, introversion) and mindfulness. Third, a significant negative correlation was found between mental health (depression, psychopathic deviate, paranoia, psychasthenia, schizophrenia, introversion) and college life adjustment. Fourth, mindfulness positively impacted college life adaptation. Fifth, mindfulness also had a significant moderating effect on the relationship between mental health (depression, psychopathic deviate, psychasthenia, schizophrenia, introversion) and college life adjustment. Thus, this study focused on the role and importance of mindfulness as a way to improve mental health and adjustment among college students.

• Proceedings of the Korea Information Processing Society Conference
• /
• 2023.11a
• /
• pp.1033-1034
• /
• 2023

현대 사회에서 정신건강이 중요한 문제로 부상하고 있으나 국내 정신건강 서비스 이용률은 7.2%에 그친다. 코로나 발생 이후 이동성 제약 등의 요인에 따라 디지털 정신건강 관리 시장이 크게 성장할 것으로 보인다. 이에 본 논문에서는 AI 챗봇을 활용한 고민 상담을 통해 위로 및 제안을 제공하고, 대화 내용을 기반으로 영화를 추천하는 시스템을 제안한다. KoBert 모델을 이용하여 사용자의 감성을 분석하고, KoGPT 모델을 활용해 챗봇 응답을 생성한다.

• Journal of Digital Convergence
• /
• v.13 no.7
• /
• pp.239-248
• /
• 2015

This study is conducted to confirm a correlation between psychological health and self-rated oral health on. 3,591 people aged from 19 to 55 were studied through the Korean National Health and Nutrition Survey. Self-rated oral health risk in relation to psychological health and 95% confidence interval are calculated through multi-variate regression analysis, and the results were as in the following. Self-rated oral health OR was the most when subjects had felt stressed. Toothache experience, OR was the most when subjects had suffered depression more than 2-weeks straight. In terms of mastication problem, OR was the most when subjects had had psychological consultation experience. In terms of TMJ symptom experience, OR was the most when subjects had suffered depression more than 2-weeks straight. In terms of talk problem, OR level was particularly high when subjects had had psychological consultation experience. Therefore, daily stress, depressed conditions, and psychological consultation experience have a correlation with self-rated oral health. developing a oral health promotion program considering psychological health would help those two domains.