• Title/Summary/Keyword: Suicidal thoughts

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Exploring Depression Research Trends Using BERTopic and LDA

  • Woo-Ryeong, YANG;Hoe-Chang, YANG
    • The Korean Journal of Food & Health Convergence
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    • v.9 no.1
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    • pp.19-28
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    • 2023
  • The purpose of this study is to explore which areas have been more interested in depression research in Korea through analysis of academic papers related to depression, and then to provide insights that can solve future depression problems. 1,032 papers searched with the keyword "depression" in scienceON were analyzed using Python 3.7 for word frequency analysis, word co-occurrence analysis, BERTopic, LDA, and OLS regression analysis. The results of word frequency and co-occurrence frequency analysis showed that related words were composed around words such as patient, disorder and symptom. As a result of topic modeling, a total of 13 topics including 'childhood depression' and 'eating anxiety' were derived. And it has been identified as a topic of interest that 'suicidal thoughts', 'treatment', 'occupational health', and 'health treatment program' were statistically significant topics, while 'child depression' and 'female treatment' were relatively less. As a result of the analysis of research trends, future research will not only study physiological and psychological factors but also social and environmental causes, as well as it was suggested that various collaborative studies of experts in academia were needed such as convergence and complex perspectives for depression relief and treatment.

Deterioration of Mental Health in Children and Adolescents During the COVID-19 Pandemic

  • Eunkyung Jo;Kyoil Seo;Boram Nam;Deokyong Shin;Seohyun Kim;Youngil Jeong;Aeju Kim;Yeni Kim
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.34 no.1
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    • pp.21-29
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    • 2023
  • This paper reviews the global effect of the coronavirus disease 2019 (COVID-19) pandemic on the mental health of children and adolescents in South Korea, the U.S., Japan, and China. We reviewed research on deteriorated mental health, including increased suicide, suicidal thoughts, and self-harm. Various studies have shown that students' mental health issues, such as depression and anxiety, have worsened during the COVID-19 pandemic. Furthermore, the number of students who committed suicide has significantly increased in the U.S. and Japan. Factors such as prior mental health status, change in daily routine, reduced physical activity, excessive screen time, overuse of electronic devices, and reduced social support have been reported to have a significant effect. The chain of deteriorating mental health among the youth began at the onset of COVID-19, social distancing, and school closure. As youths began to stay at home instead of going to school, they lost opportunities to connect with their friends or teachers, who could provide support outside of their homes. Young people spent less time on physical activity and more time online, which damaged their sleeping schedule and daily routine. In preparing for the post-pandemic phase, we should thoroughly analyze the long-term effects of the pandemic on youth mental health, while simultaneously tackling current imminent issues.

A Prediction Model for Psychiatric Counseling for Depression among Subjects with Depressive Symptoms (우울증 대상자의 정신 상담 경험 여부 예측 모형)

  • Han, Myeunghee
    • Journal of Korean Public Health Nursing
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    • v.37 no.1
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    • pp.125-135
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    • 2023
  • Purpose: The number of patients suffering from depression is rapidly increasing worldwide, and by 2030, it is expected to pose a severe social and economic burden. Reports suggest that approximately 30% of subjects with symptoms of depression do not attempt treatment. Therefore, predicting the characteristics of subjects with depressive symptoms who have not even attempted counseling treatment is essential to increase the participation rate for such treatment. This study intends to predict the participation rates for psychological counseling treatment for depression among subjects with depressive symptoms. Methods: This study used data from the 2021 Korea Community Health Survey (KCHS). Data analysis was carried out using a decision tree to design a model that predicted participation in psychological counseling for depression. Results: The results showed that subjects aged 65 to 74 had difficulty understanding the explanations of medical staff even though they did not have cognitive impairment. Only 11.1% of this group received psychological counseling, which was the lowest rate among the various age groups. Among the subjects, 62.4% of those aged 19-44 or 45-64, who had suicidal thoughts and attempted suicide, received psychological counseling and this was the highest rate among the age groups surveyed. Conclusion: The identification of people showing depressive symptoms is crucial for encouraging them to undertake treatment. Also, proper depression-oriented medical services should be developed and implemented for people with depressive symptoms who exhibit a blind spot towards attempting treatment.

The effects of mental health-related factors on experience of oral symptoms in high school students (고등학생의 정신건강 관련 요인이 구강증상 경험에 미치는 영향)

  • Ji-Young Park;Jong-Hwa Lee
    • Journal of Technologic Dentistry
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    • v.45 no.1
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    • pp.14-20
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    • 2023
  • Purpose: This study was conducted to provide basic data for a health promotion program by analyzing the effects of high school students' mental health-related factors on oral symptom experiences. Methods: This study included 24,833 high school students who participated in the screening and health survey in the "17th (2021) Adolescent Health Behavior Survey." SPSS software (SPSS Statistics ver. 21.0; IBM) was used for statistical analysis. Multiple sample logistic regression analysis was performed. The significance level was set to 0.05. Results: The result of the analysis on the effect of mental health revealed that oral symptom experience was low in students without depression and suicidal thoughts. Oral symptom experience was high in students with stress perception. Additionally, the experience of oral symptoms was low when there was sufficient subjective sleep. Conclusion: Therefore, it is necessary to develop a customized oral health education program for early detection of oral symptoms and oral health promotion in high school students. Furthermore, it suggests the need for strategies and continuous oral health guidance to practice proper oral health habits to maintain healthy oral conditions.

A research on the Relationship between the Socio-economic Factors of the Regions and Suicidal Ideation of the Elderly -By utilizing the multi-level analyses- (지역의 사회·경제적 요인과 노인의 자살생각 간의 관련성 연구 -다수준 분석을 활용하여-)

  • Choi, Kwang-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.11
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    • pp.584-594
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    • 2016
  • This research empirically analyzes, from an ecological perspective, whether socio-economic factors of the regions in which the elderly live have any actual influence on thoughts of suicide on the part of the elderly. Microscopic data either included outliers in part of the variables, including income and other variables of that type, from among source data from investigations into actual conditions of the elderly in 2014. Regarding macroscopic data, the indices that represent social and economic situations in each region, which were provided by KOSIS, were selected. Regarding the method of analysis, hierarchical or multi-level analysis models were applied by considering special hierarchical characteristics and heterogeneity at the personal and regional levels. The analyses showed that the following had statistically significant influences: 1. the cost-of-living index and the national basic supply and demand rate of the region; 2. the extent of natural disaster damage; and 3. the number of leisure and welfare facilities for the elderly, compared to the elderly population. Based on the results, proposals are made for systematic and practical endeavors in the community.

Association with Self-Perception for Obesity and Mental Health among Korean Adolescent (한국청소년에서 자가비만인식도와 정신건강과의 관련성)

  • Hwang, In-Cheol;Lee, Kyoung-Shik;Park, Dong-Kyun;Jung, Eun-Young;Choi, Chung-Hyun;Cho, Seong-Jin;Bae, Seung-Min
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.22 no.2
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    • pp.112-119
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    • 2011
  • Objectives : Obesity has been linked to various psychological problems as well as medical complications, especially among adolescents. Previous studies have suggested an association between body weight and depression or self-esteem ; however, there has been little evidence on self-perception of weight and mental health. The aim of this study was to examine the association of perceptional weight status with mental health in Korean adolescents. Methods : This study was based on data obtained from the third Korean National Health and Nutritional Examination Survey (2005). The study sample consisted of 583 adolescents (268 boys, 315 girls) aged 12-18 years, who had completed the health survey, the health examination, and the nutritional survey. Participants were divided into two groups based on the actual or perceptional weight status: non-obese and obese. Questionnaires for stress, depressive mood, and suicidal thoughts were utilized as mental health indicators. Results : The agreement between actual and perceptional weight status was moderate (k value, 0.585 ; p<0.01). The influencing factors for the discrepancy between actual and perceptional weight status were body mass index of subjects and their parents' education. The obese group was likely to have higher stress levels and more experience of depressive mood or suicidal ideation in regard to both actual and perceptional weight status. A multiple logistic regression analysis revealed that girls who had perceived themselves as obese were more likely to have an experience of depressive mood than other girls (unadjusted OR, 4.98 ; adjusted OR, 5.15). Conclusion : An experience of depressive mood was significantly associated with the perception of weight status and not actual weight status in Korean female adolescents.

Health-related Quality of Life of Physical and Mental Health in Middle-aged Women (중년 여성의 신체 및 정신건강이 삶의 질에 미치는 영향)

  • Bang, So-Youn;Do, Young-Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.6
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    • pp.161-169
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    • 2020
  • The factors influencing the quality of life of physical and mental health in middle-aged women were examined. Secondary analysis was conducted using the data from the 2016 Korea Health Panel data. Method: The Korea Health Panel data 2016 were collected from February to August 2016 by the Korea Institute for Health and Social Affairs and the National Health Insurance Corporation and included 2,437 people who responded to the questionire. Using the SPSS Win program, the data were analyzed using a t-test, ANOVA, Pearson correlation coefficient, and multiple regression analysis. For physical health, the factors affecting the HRQoL were hearing problems, visual problems, eating problems, and physical activity. For mental health, the factors affecting HRQoL were suicidal impulse, stress subjective health. Conclusion: The results indicated that to improve the HRQoL of middle-aged women, a psychological nursing intervention program will be needed to reduce the stress and suicidal thoughts and improve the positive cognitive attitude and subjective health condition.

Exploration of Non-suicidal Self-injury based on Ecological Momentary Assessment(EMA) (생태순간평가(EMA) 일기법을 활용한 비자살적 자해경험 분석)

  • Woo, Jeong;Kwon, Ho-In
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.720-729
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    • 2021
  • The purpose of this study was to measure repeated the process of non-suicidal self-injury individuals change in everyday life through the Ecological Momentary Assessment(EMA) daily diary. The study subjects of were 17 adults aged 19 to 29, accessed a link sent by text message on a cell phone and recorded a diary of the day's affects, interpersonal conflicts, self-injury thoughts, and behaviors once a day for two weeks. Using a total of 238 reported entries, the contextual factors of NSSI were examined, and the effects of affects and interpersonal conflicts on NSSI analyzed through a multi-level model. As a result, the negative affects of that day have a significant relation with within subject NSSI behavior and positive affects have a significant relation between subject NSSI behavior. These findings means that overall individuals with low positive affects have a higher risk of self-injury behavior compared to those with higher levles of positive emotions, and an increase in negative emotions on that day within an individual increases the risk of self-injury behavior on that day. In other words, it implies that it is important to manage negative emotions and strengthen overall positive affects for that day in the intervention of emotion-regulation of experienced self-injury individuals. It is meaningful that this study explored NSSI risk factors experienced in daily life through the short-term longitudinal study.

The Effect of Adolescent Health Behavior on the Prevalence of Allergic Diseases based on the 15th(2019) Korea Youth Risk Behavior Web-Based Survey (청소년의 건강행태가 현재 알레르기 질환 유병에 미치는 영향: 제15차(2019년) 청소년 건강행태 조사 자료를 바탕으로)

  • Kim, Hyeon Ok
    • Journal of the Korean Society of School Health
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    • v.33 no.2
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    • pp.125-138
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    • 2020
  • Purpose: The study investigated the effect of adolescent health behavior on the prevalence of current allergic diseases. Methods: The subjects were 57,303 middle and high school youth. Data were analyzed using Rao-Scott χ2 test and complex sample logistic regression analysis. Results: While controlling the affect of the general characteristics of the subjects, health behaviors affecting the current prevalence of allergic diseases were smoking, drinking, physical activity, eating habits, drug abuse, and mental health. Smoking behaviors affecting the current prevalence of allergic diseases were lifetime smoking experience, smoking days, liquid e-cigarette lifetime smoking experience, number of liquid electronic cigarette smoking days, e-cigarette lifetime smoking experience, e-cigarette smoking days, amount of smoking, second-hand smoking and drinking behaviors were lifetime drinking, drinking days, the amount of drinking, and severe drinking. Variables such as physical activity exceeding 60 minutes days, intake of energy and sweet drinks, water intake, habitual drug use and mental health behavior such as stress perception, weekday sleep time, subjective sleep satisfaction, depression, suicidal thoughts/ plan/ attempts affect current allergic diseases (p<.001). Conclusion: The results showed that current allergic disease related health behaviors in Korean adolescents. Therefore, considering these factors, it may be helpful to facilitate a health promotion plan for prevention and management of such diseases and to promote evidence-based health practices at school.

A convergence study on the relationships of alcohol consumption patterns to mental distress and self-rated health (성인 음주자의 음주 패턴에 따른 정신건강과 주관적 건강상태에 대한 융합적 연구)

  • Lee, Eun-Sook;Cho, Hye-Chung
    • Journal of the Korea Convergence Society
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    • v.11 no.7
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    • pp.319-328
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    • 2020
  • The purpose of this study is to assess the relationships of alcohol consumption patterns to mental distress and self-rated health. Data of 19,856 adult drinkers over 19 years of age and older from the Korea National Health and Nutrition Examination Survey were evaluated by multivariate logistic regression analysis. Risks of experiencing perceived high stress, depressive symptoms and suicidal thoughts were higher in alcohol use disorder group in male, whereas the risks were higher in both alcohol use disorder and hazardous drinking groups in female, reflecting higher susceptibility to mental distress. In both male and female, former drinkers presented poor self-rated health compared with low-risk drinkers, although no difference was found in the prevalence of mental distress. Specialized mental health management measures for female drinkers are required, and former drinkers are suggested to be assessed separately from never or low-risk drinkers for their physical and mental health status.