• The Journal of the Korea Contents Association
• /
• v.21 no.12
• /
• pp.870-878
• /
• 2021

This study aimed to identify how social contact, depression, and anxiety influence suicidal ideation of the elderly related to general characteristics. The objects were 198 elderly living in Mungyeong-si, Gyeongsangbuk-do. The data were collected from 2, March to 15, April 2021. Collected data were analyzed by t-tests, ANOVA, Pearson's correlation coefficient, and multiple stepwise regression analysis using SPSS 24.0. Findings revealed 1) Pearson's correlation coefficient indicated significant association among social contact, depression, anxiety, and suicidal ideation 2) Multiple regression analysis showed that the influencing factors have 44.9% of explanation power in suicidal ideation of the elderly: depression(β=.430, p< .001), perceived financial status(β=-.198, p<.001), psychiatric treatment history (β=-.182, p=.002), and social contact (β=-.155, p=.007) in order. The conclusion of this study indicates that we need to pay interdisciplinary attention to the mental health of the elderly in the Covid-19 pandemic. Based on the findings, health professionals should provide elderly persons with comprehensive and appropriate management to prevent suicidal ideation upon factors. Additionally, there should be establishing a system to access and ensure social contact for the elderly.

• The Journal of Korean Academic Society of Nursing Education
• /
• v.28 no.3
• /
• pp.328-339
• /
• 2022

Purpose: This study was conducted to identify the mental health status of Korean adults during the COVID-19 pandemic and to verify the predictors and mediating effects of avoidance coping on the relationship between the intolerance of uncertainty and anxiety and the intolerance of uncertainty and depression. Methods: An online survey was completed by 191 Korean adults from 19 to 64 years old. Using the IBM SPSS Win 19.0 program, the data were analyzed through the frequency, mean, t-test or analysis of variance, Pearson's correlation coefficient, linear regression analysis and Sobel test. Results: Of the survey respondents 21.5%, and 33.5% respectively were classified into anxiety and depression risk groups. The predictors of anxiety were intolerance of uncertainty (β=.52), avoidance coping (β=.21), and response efficacy (β=-.15). Those variables explained 47.7% of the respondents' anxiety. The predictors of depression were intolerance of uncertainty (β=.40), avoidance coping (β=.20), and response-efficacy (β=-.12). These variables explained 34.9% of the participants' depression. Among the predictors of anxiety and depression, avoidance coping was the significant mediating variable. Conclusion: The predictors of anxiety and depression during the COVID-19 pandemic were revealed to be intolerance of uncertainty, avoidance coping, and response-efficacy. These results indicate the necessity of providing the cognitive interventions and reducing the use of avoidance coping strategies on a personal level. Community-level efforts, including early detection and health communication strategies, should prioritize risk groups for example young adults. The study suggests it will be necessary to provide sufficient information, psychological support and economic policy alternatives related to the COVID-19 pandemic on the national level.

• Journal of Convergence for Information Technology
• /
• v.12 no.3
• /
• pp.116-125
• /
• 2022

The purpose of this study is to analyze whether investor anxiety caused by COVID-19 affects cryptocurrency prices in the COVID-19 pandemic, and to experiment with cryptocurrency price prediction based on a deep learning model. Investor anxiety is calculated by combining Naver's Corona search index and Corona confirmed information, analyzing Granger causality with cryptocurrency prices, and predicting cryptocurrency prices using deep learning models. The experimental results are as follows. First, CCI indicators showed significant Granger causality in the returns of Bitcoin, Ethereum, and Lightcoin. Second, LSTM with CCI as an input variable showed high predictive performance. Third, Bitcoin's price prediction performance was the highest in comparison between cryptocurrencies. This study is of academic significance in that it is the first attempt to analyze the relationship between Naver's Corona search information and cryptocurrency prices in the Corona phase. In future studies, extended studies into various deep learning models are needed to increase price prediction accuracy.

• Anxiety and mood
• /
• v.18 no.2
• /
• pp.101-108
• /
• 2022

Objective : The purpose of this study was to investigate depression, anxiety, trauma experience, and suicidal tendency among patients who were hospitalized in a community treatment center and to identify the factors that were associated with each symptom. Methods : A total of 213 patients who were hospitalized in the Tae-reung community treatment center between March 16, 2020 and April 30, 2020 were recruited into this study. A self-report questionnaire or interview by mental health professionals was used to assess PHQ-2, GAD-7, PC-PTSC and P4 screener. In 90 patients who completed the survey, multiple regression modeling was conducted to identify the burden of each psychiatric symptoms and associated demographic characteristics. Results : Female gender was significantly positively associated with GAD-7 score, score of each GAD-7 subscale of 1, 2, 3 or 4 (nervous, control of worry, worry, and trouble relaxing), and sum of GAD-7 subscale scores reflecting cognitive and emotional experience of anxiety (1. nervous+2. control of worry+3. worry+7. afraid). Previous psychiatric history and, number of counseling service used were significantly positively associated with the PHQ-2 score and the duration of isolation was significantly negatively associated with the PHQ-2 score. Conclusion : These results showed that depression and anxiety symptoms were more prevalent in COVID-19 patients at the community treatment center than in the general population. Among the demographic characteristics, female gender was positively associated with cognitive and emotional experience of anxiety. It shows the necessity of an appropriate psychiatric intervention protocol and health-policy preparation for community treatment centers.

• Journal of Industrial Convergence
• /
• v.20 no.10
• /
• pp.95-101
• /
• 2022

The purpose of this study is to determine the association between physical activity and anxiety levels in Korean adolescents after COVID-19 Pandemic. This study performed a secondary analysis of the 16th Korea Youth Risk Behavior Survey 2020. Complex-sample descriptive statistics and the chi-square test were used for data analysis in SPSS 27. As a result, 60.9% of adolescents engaged in physical activity for more than 60 minutes a day and 39.1% of those did not. The level of anxiety among adolescents was found to be mild anxiety at 22.2%, moderate anxiety at 7.6%, and severe anxiety at 3.6%. A significant association was found between physical activity and anxiety levels (p <.001). Therefore, there should be a plan to increase physical activity in the national policy for the promotion of youth mental health.

• Journal of Digital Convergence
• /
• v.19 no.1
• /
• pp.239-248
• /
• 2021

This study was aimed to investigate the factors influencing teacher efficacy of depression, anxiety, stress among school teachers in COVID- 19 special disaster area. The data were collected from May 9 to 16, 2020 for 123 high school teachers in D city. As a result of the study, the influential factor of teacher efficacy was satisfaction with duty (β=0.27, p=.002), economic level (β=0.18, p=.022), education (β=0.18, p=.022), subjective health state (β=0.16, p=.047), stress (β=-0.16, p=.044), gender(β=0.16, p=.042). These factors accounted for 35% in teacher efficacy. It was found that depression(β=-0.09, p=.468) and anxiety(β=-0.12, p=.320) had no significant effect on teacher efficacy. When developing a program to improve teacher efficacy, it is required to prepare measures not only to manage stress but also to improve job satisfaction.

• Journal of Korean society of Dental Hygiene
• /
• v.22 no.1
• /
• pp.55-61
• /
• 2022

Objectives: The aim of this study was to investigate the association between depression, anxiety, and COVID-19 with regard to dental hygienists. Methods: A questionnaire survey on depression and anxiety was conducted on 189 dental hygienists from dental hospitals and clinics in the Daegu-Gyeongbuk area. Results: The overall prevalence of depression was 69.8% and that of anxiety was 53.4%. The aspect of depression was heavily influenced by past experience with COVID-19 related quarantine and contact with a confirmed patient. The prolonged pandemic was observed to have exerted a greater impact on depression and anxiety (p<0.05). Conclusions: Depression and anxiety seem to be related to COVID-19 related factors among dental hygienists. Dental hospitals and clinics should monitor the level of depression and anxiety of dental hygienists who are at an elevated risk of COVID-19.

• Journal of the Korean Applied Science and Technology
• /
• v.38 no.1
• /
• pp.48-59
• /
• 2021

This study aimed to explore anxiety, risk perception, information literacy, and performance level of infection prevention practices against coronavirus disease (COVID-19) among nursing students during the pandemic. A descriptive online survey was conducted, targeting a total of 224 nursing students from June 8, 2020 to 14, 2020. The collected data were analyzed using descriptive statistics, t-test, analysis of variance, and correlation analysis using SPSS 26.0. The nursing students' level of anxiety was 6.86 out of 10, which was normal. Their information literacy level and performance level of infection prevention practices were 3.50 out of 4 and 4.44 out of 5, respectively, and these scores were considered high. The higher the level of anxiety, risk perception, and information literacy, the higher the level of infection prevention practices. The level of anxiety with respect to infection and risk perception may increase when new types of infectious diseases such as COVID-19 break out. Therefore, it is necessary to promote the accurate understanding of the infectious diseases by providing sufficient information. Accurate understanding of new infectious diseases can reduce the risk of transmission as it encourages people to thoroughly perform infection prevention practices.

• Journal of the Korea Convergence Society
• /
• v.12 no.12
• /
• pp.281-286
• /
• 2021

This study is a basic study on COVID-19 and human quality of life. The purpose of the study is to reveal what changes are made in people's lives after a disaster and to provide basic data for crisis intervention research to effectively improve life satisfaction after a disaster to all subjects living in this era. As a result of the study, changes in life before and after COVID-19 differed depending on the subject. COVID-19 is certainly a major disaster for our society. In order to wisely cope with such a disaster situation, it can be said that a crisis intervention program is urgently needed. It can be said that a program is required to immediately focus on the crisis situation according to the target and evaluate the current difficulties to understand the client's response to the situation and relieve their feelings such as anger and anxiety.

• The Journal of the Korea Contents Association
• /
• v.22 no.5
• /
• pp.446-455
• /
• 2022

This study investigated work experience of firefighters and risk factors for their depression during COVID-19 pandemic. We analyzed data of 53,557 firefighters who participated in the online mental health status survey. Data included experiences of COVID-19 infection, experience of COVID-19 response work, fear of social stigma, and anxiety and depression symptoms. Results showed that 45.76% of participants had experience of COVID-19 response work. Emergency job group had the highest percentage of COVID-19 related work and the greater intensity of the work and fear of social stigma than those of other job groups. Hierarchical multiple regression showed that co-workers' infection, COVID-19 related work intensity and fear of social stigma were significantly associated to the severity of depression. The findings in this study demonstrated COVID-19 related work experience can link to the development of depression in firefighters. Effort to reduce COVID-19 related work intensity and fear of social stigma could help prevent depression among firefighters.