• The Korean Journal of Health Service Management
• /
• v.7 no.3
• /
• pp.1-13
• /
• 2013

This study is proposed to suggest the preventing methods for correctional officer's mental health problems. For this purpose, Delphi method was used and the study panel was composed of finally 10 people. Total Delphi process was performed for 4 times and six qualified researchers & skilled correctional officers participated in developing Delphi questionnaires. As the main results, major correctional officer's mental health problems are PTSD(post traumatic stress disorder), job stress, suicide witnessing, stress from violent accidents, and anger by related with their own work. All of these problems must need to be managed. Besides, the most effective preventing method for correctional officer's mental health problem is providing regular counsels & treatments with a psychiatrist or the fully qualified experts. The mental health promotion strategies for correctional officers must be settled for providing appropriate mental health services to them.

• YAKHAK HOEJI
• /
• v.33 no.1
• /
• pp.64-71
• /
• 1989

Since time-dependent inactivation of MAO was found to be complete in a few minutes when high concentration ratios of tranylcypromine to MAO were used, a method to obtain kinetic parameters was sought suitable to the conditions in which concentrations of tranylcypromine analogs did not exceed that of MAO. For the purpose, kinetic equations were derived and the method applied to the kinetic studies of tranylcypromine enantiomers. It was found that (E)-(+)-2-phenylcyclopropylamine inhibited MAO by the mechanism following bimolecular reaction scheme with $\tilde{K}_i$ of $2.0\;{\times}\;10^6M^{-1}min^{-1}$. Whereas, MAO-inhibitory pattern of the (-)-enantiomer was to be interpreted by suicide inhibition scheme and measured $k_{in}\;and\;\tilde{K}'$ were $0.457\;min^{-1}\;and\;$5.4{\mu}M$, respectively.

• Journal of the Korea Convergence Society
• /
• v.10 no.1
• /
• pp.353-360
• /
• 2019

Purpose: The depression of the elderly in recent years has been increasing every year due to the remarkable change of the psychological function, which has a great influence on the life. Depression which is a powerful predictor of suicide in elderly people, causes various psychological and social problems. In this study, we try to understand convergently about the adaptation experiences of the depressed elderly with suicidal ideation. Procedures and Methods: Seven elderly people with a GDS(Geriatric Depression Scale) score of ${\geq}17$ and a SSI(Scale for Suicidal Ideation) score of ${\geq}9$ in the self-help group were interviewed until theoretical saturation. Data were analyzed based on the Grounded theory method. Results and Contribution: Depressed elderly recognized the importance of being the center of their lives through interactions with peer groups and they started to embrace their lives. Further studies: Empirical studies on positive interactions with peer groups affecting the adjustment experience of depressed elderly should be expanded and continued.

• The Journal of Information Systems
• /
• v.28 no.3
• /
• pp.249-276
• /
• 2019

Purpose The purpose of this study is to develop a prediction model and decision rules for the elderly's suicidal ideation based on the Korean Welfare Panel survey data. By utilizing this data, we obtained many decision rules to predict the elderly's suicide ideation. Design/methodology/approach This study used classification analysis to derive decision rules to predict on the basis of decision tree technique. Weka 3.8 is used as the data mining tool in this study. The decision tree algorithm uses J48, also known as C4.5. In addition, 66.6% of the total data was divided into learning data and verification data. We considered all possible variables based on previous studies in predicting suicidal ideation of the elderly. Finally, 99 variables including the target variable were used. Classification analysis was performed by introducing sampling technique through backward elimination and data balancing. Findings As a result, there were significant differences between the data sets. The selected data sets have different, various decision tree and several rules. Based on the decision tree method, we derived the rules for suicide prevention. The decision tree derives not only the rules for the suicidal ideation of the depressed group, but also the rules for the suicidal ideation of the non-depressed group. In addition, in developing the predictive model, the problem of over-fitting due to the data imbalance phenomenon was directly identified through the application of data balancing. We could conclude that it is necessary to balance the data on the target variables in order to perform the correct classification analysis without over-fitting. In addition, although data balancing is applied, it is shown that performance is not inferior in prediction rate when compared with a biased prediction model.

• The Journal of Korean Institute of Next Generation Computing
• /
• v.13 no.5
• /
• pp.7-18
• /
• 2017

Recently, the number of SNS user has rapidly increased due to smart device industry development and also the amount of generated data is exponentially increasing. In the twitter, Text data generated by user is a key issue to research because it involves events, accidents, reputations of products, and brand images. Twitter has become a channel for users to receive and exchange information. An important characteristic of Twitter is its realtime. Earthquakes, floods and suicides event among the various events should be analyzed rapidly for immediately applying to events. It is necessary to collect tweets related to the event in order to analyze the events. But it is difficult to find all tweets related to the event using normal keywords. In order to solve such a mentioned above, this paper proposes A Generation and Matching Method of Normal-Transient Dictionary for realtime topic detection. Normal dictionaries consist of general keywords(event: suicide-death-loop, death, die, hang oneself, etc) related to events. Whereas transient dictionaries consist of transient keywords(event: suicide-names and information of celebrities, information of social issues) related to events. Experimental results show that matching method using two dictionary finds more tweets related to the event than a simple keyword search.

• Journal of Korean Society for Atmospheric Environment
• /
• v.32 no.3
• /
• pp.237-247
• /
• 2016

Global climate change is becoming one of the greatest challenges facing humanity. This article proposes a psychological perspective of climate change adaptation. Climate change-related severe adverse weather events may trigger mental health problems, including increased post-traumatic stress disorder (PTSD), depression, anxiety, violence, and even suicide. Forced migration could be considered a coping method for dealing with weather events, but it may also pose a psychological threat. People respond to severe weather events in different ways based on their individual characteristics. Psychological risks from adverse weather events are mediated and moderated by these factors, which are influenced by personal cognition, affect, and motivation. Examinations from a psychological perspective, which have been neglected in the science of climate change thus far, may provide keys to successful adaptation and the prevention of serious psychological problems resulting from the experience of severe weather events. A new prevention strategy has been suggested for coping with climate threats through encouraging attitude change, establishing proactive support systems for vulnerable groups, establishing a PTSD network, and implementing a stress inoculation program.

• Korean Journal of Culture and Social Issue
• /
• v.29 no.1
• /
• pp.75-99
• /
• 2023

The current study aimed to explore the suicidal behaviors and risk factors of completed suicides using psychological autopsy and use them as index variables to classify suicidal types. In addition, this study looked into the influential factors that affect each suicidal type. related to suicidal behaviors and suicidal risk factors by psychological autopsy. In addiction, the distinctions among the classes were analyzed. For this, psychological autopsies were conducted on the families and the close ones of 128 completed suicides. Then, the index variables were finally chosen for classifying suicidal types. The selected index variables for suicidal risk factors were mental disorders, suicide/self-harm, significant changes in physical appearance, marital conflict, adjustment and relationship issues at work/school, unemployment/layoff, jobless status and serious financial problems. The selected index variables for suicidal behaviors were expressing their suicidal attempts, writing suicidal notes, asking for help, the time/place/method of suicidal behavior, past suicidal/self-harm experience and the first person who witnessed the suicide. The Latent Class Analysis(LCA) and the 3-step method were used for classifying suicidal types. Then external variables(financial changes, cohabitation, existence of stressors, changes in stress level or relationships and family members with mental disorder/alchohol problems/ physical disorders, and work/school stisfaction) were applied for distinguishing classes. As a result, 5 classes(financial problems, adjustment problems, complex problems, psychiatric problems, and response to event[s]) were revealed on suicidal behaviors and 3 classes(residence- suicidal attempt- found by family, nonresidence- nonsuicidal attempt- found by acquaintances, residence- nonsuicidal attempt- found by family) were presented on suicidal risk factors. External variables such as gender, marital status, cohabitation, changes in relationships significantly differentiated among the 3 classes. Especially, class 3(residence- nonsuicidal attempt- found by family) tended to cohabit with others, were married, and had a significantly high level of interpersonal conflicts. When comparing the 5 classes of suicidal risk factors, auxiliary variables such as economic changes, cohabitation, stress, relationship changes, and family-related problems, and school/work satisfaction significantly differentiated the 5 classes. Especially class 3 (complex problems) experienced comparatively less family-related problems, but showed an aggravating level of personal stress. Suicial prevention strategies should be provided considering the characteristics of each class and the influential factors.

• Korean Journal of Biological Psychiatry
• /
• v.3 no.2
• /
• pp.258-261
• /
• 1996

Objective : Several studies hove suggested that reduction of cholesterol concentration and low cholesterol level increases suicide, homicide, and depression. The authors sought to determine whether low cholesterol is associated with a history of suicidal attempts among major depression patients. Method : The subjects were 105 patients with major depression, diagnosed according to the DSM-III-R criteria, and 105 age, sex matched healthy controls. Blood was token following overnight fast and serum cholesterol concentration were measured by a enzymatic method Results : The serum cholesterol level was significantly lower in the patients with major depression than in healthy controls($180.4{\pm}43.4mg/dl$ vs $199.7{\pm}35.8mg/dl$). And the serum cholesterol level was significantly lower in major depression patients with suicidal attempt than in major depression patients without suicidal attempt($156.7{\pm}38.2mg/dl$ vs $ 187.8{\pm}42.5mg/dl$) Conclusion : It is hypothesized that low cholesterol level is associated with depression by modifying the serotonin metabolism and the production of interleukin-2, low cholesterol concentration should be further investigated as a potential biological marker of suicidal risk in major depression. Prospective study with serial cholesterol determinations should be done.

• The Korean Journal of Community Living Science
• /
• v.20 no.3
• /
• pp.369-384
• /
• 2009

Research method was a case study as narrative method through in-depth interviews around 21 sufferers of elder abuse in rural area and the researcher interviewed them directly. Conclusively, the majority of sufferers of elder abuse were physically very low in the ADL(activities of daily living) and had been bereaved with no spouse. The relations of abused parents and the adult children were much disagreed and divided as unrecovered. Their economic reliance and physical reliance were much overlapped and the majority of them were low educational background and low income level. In case of the abused old people, they had severe low self respect and melancholy, so they considered severely suicide so much as invaluable as their existing value. In spite of over 80.5 years old average, the abuse action had continued for 6 months to 50 years long and the intensity of the abuse was more strengthened. The majority of abused old people refused mostly the entrance of social welfare facilities for elders and also they desired to live in present living area and their own houses.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.16 no.7
• /
• pp.4777-4785
• /
• 2015

This study attempted to provide basic data for screening high-risk subjects by confirming suicidal thinking intensity and by identifying its influential factors in mid-aged men. Data No.3 from third National Health and Nutrition Survey in 2012 by the CDCP were used with 40-64 years middle-aged men targets. The collected data were analyzed via applying weight by using the complex sample analysis method of SPSS 19.0 program, frequency analysis, cross-analysis, and logistic regression analysis. The result revealed that 10% of middle-aged men showed suicidal thinking, and low-income earners had suicidal thinking 1.972 times higher than usual, the unmarried 2.587 times higher than men with spouses, men without spouses 1.482 times higher than men with spouses, the underweighted 18.183 times higher the obese. The blue-collared and the unemployed had suicidal thinking 1.349 and 13.342 times higher than the white-collared respectively. Furthermore, inactive subjects showed suicidal thinking 2.998 times higher than active subjects. Therefore, to prevent suicide in mid-aged men, separating these high-risk subjects in primary screening is needed for management, and suicide prevention programs should be developed at social and political level that include the information considering stress, depression, and obesity.