• Title/Summary/Keyword: Mental factor

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Research on depression and emergency detection model using smartphone sensors (스마트폰 센서를 통한 우울증 탐지 및 위급상황 탐지 모델 연구)

  • Mingeun Son;Gangpyo Lee;Jae Yong Park;Min Choi
    • Smart Media Journal
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    • v.12 no.3
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    • pp.9-18
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    • 2023
  • Due to the deepening of COVID-19, high-intensity social distancing has been prolonged and many social problems have been cured. In particular, physical and psychological isolation occurred due to the non-face-to-face system and a lot of damage occurred. The various social problems caused by Corona acted as severe stress for all those affected by Corona 19, and eventually acted as a factor threatening mental health such as depression. While the number of people suffering from mental illness is increasing, the actual use of mental health services is low. Therefore, it is necessary to establish a system for people suffering from mental health problems. Therefore, in this study, depression detection and emergency detection models were constructed based on sensor information using smartphones from depressed subjects and general subjects. For the detection of depression and emergencies, VAE, DAGMM, ECOD, COPOD, and LGBM algorithms were used. As a result of the study, the depression detection model had an F1 score of 0.93 and the emergency situation detection model had an F1 score of 0.99. direction.

Influencing Factors on Intention of Career Choice toward Mental Health Nurses among Senior Nursing Students (졸업을 앞둔 간호대학생의 정신간호사에 대한 진로선택 의도 영향요인)

  • Jinyoung, Lee;Moonhee, Gang
    • Journal of Industrial Convergence
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    • v.21 no.2
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    • pp.53-59
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    • 2023
  • The purpose of this study was to identify the influencing factors on the intention of career choice toward psychiatric nurses among nursing students. The participants were 261 senior nursing students from five schools in D and W metropolitan cities. Data were collected from August 1 to 20, 2019, and analyzed by descriptive statistics, t-test, Pearson Correlation Coefficient, and multiple regression using SPSS 26.0 program. In the multiple regression analysis, age (𝛽=.13, p=.048), satisfaction of mental health nursing practicum (𝛽=.16, p=.035) were significant factors on intention of career choice toward mental nurses with 10.3% of total explanatory power. Therefore, it is necessary to improve the practice satisfaction of nursing students by improving the practice environment and clinical nursing instructors' teaching competence. In addition, an further study was proposed that can identify various variables that affect the career choice of mental health nurses by expanding the subjects.

The Change in the Influence of Environmental Factors on Depression by the COVID-19 Pandemic (COVID-19 팬데믹 직전과 직후 우울감에 영향을 미치는 지역환경 요인의 변화 연구)

  • Kim, EunJi;Jung, Suyoung;Jun, Hee-Jung
    • Journal of the Korean Regional Science Association
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    • v.40 no.1
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    • pp.19-35
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    • 2024
  • This research aims to compare and analyze changes in local physical environmental factors affecting mental health before and after the occurrence of COVID-19. The research question is: "Did the influence of environmental factors affecting mental health change after the emergence of the COVID-19 pandemic?" To examine the research question, the study considered the year 2019, right before COVID-19, and the year 2020, the year when COVID-19 occurred, as the temporal scope of the research. For the empirical analysis, we used multilevel logistic analysis was conducted using data from the Community Health Survey for each year and the National Statistical Office (KOSIS). The results can be summarized as follows: After the occurrence of COVID-19, physical environmental factors showed stronger associations with mental health compared to before the emergence of COVID-19. Specifically, it was found that park area per thousand people and the proportion of pedestrian-only road areas were further associated with a decrease in depression. Based on these findings, this study suggests the need for improving and constructing the physical environment in local communities for preventing mental health issues during disaster situations such as COVID-19.

Influence of Posttraumatic Stress on the Mental Health among Adolescents of North Korean Refugees (북한이탈 청소년의 외상후 스트레스가 정신건강에 미치는 영향)

  • Son, Yong-Hun;Lee, Ju-Sil;Park, Min-Cheol;Lee, Sang-Yeol
    • Anxiety and mood
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    • v.6 no.1
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    • pp.37-44
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    • 2010
  • Objectives : This study investigated the influence of traumatic experience on the ego identity, self-esteem, and general psychopathology of adolescent North Korean refugees. Methods : The participants were 146 adolescents North Korean refugees who attended H High School for North Korean refugees. We divided the subjects into two groups according to the severity of their traumatic experience : the more-traumatic-experience group and the less-traumatic-experience group. Each group performed self-report assessments including an assessment to reveal demographic characteristics, the Traumatic Experiences Scale for North Korean Defectors, the Scale for Ego identity, the Scale for Self-esteem and the Symptom Check-90-Revision (SCL-90-R). Statistical analysis of t-test and multiple regression utilized SPSS 12.0 for Window for comparison between more-traumatic-experience group and less-traumatic-experience group. Results : The prevalence of posttraumatic stress disorder among adolescents North Korean refugees was 37%. The factor with the greatest influence on ego identity was length of time living in South Korea, while, for self-esteem the most influential factor was perception of health. The more-traumatic-experience group had lower self-esteem scores on some subscales of the Scale for Ego identity. They had higher scores on all SCL-90-R subscales than the less-traumatic-experience group. Conclusion : Adolescent North Korean refugees experienced high rates of posttraumatic stress disorder. The more traumatic-experience-group had lower self esteem and poorer ego identity and mental health than the less-traumatic-experience group.

Professional Self-concept of Psychiatric Mental Health Nurse Practitioners in Hospitals and Public Health Centers (병원과 지역사회에 근무하는 정신보건간호사의 전문직 자아개념)

  • Yang Soo;Yu Sook Ja
    • Journal of Korean Public Health Nursing
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    • v.15 no.2
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    • pp.351-362
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    • 2001
  • This study was conducted to investigate and compare the degree of professional self -concept (PSC) of the psychiatric mental health nurse practitioners (PMHNP) in hospitals and public health centers and to identify the factors predicting PSC of them, in order to provide basic data for developing PSC increasing program PSC. The 355 PMHNP were sampled from the university or general hospitals. mental hospitals, community mental health centers and public health centers across the country. The scales used in this study were PSCNI by Arthur (1990), PSI by Heppner & Petersen (1982) and the Index of work satisfaction by Slavitt et al. (1978). The results of the study were as follows : 1. The average item score of PSCNI of PMHNP in hospitals was $2.83\pm0.27$, and that of PMHNP in public health centers was $2.76\pm0.28$. There was significantly different between two groups (p=0.0202) 2. A comparison of the scores for the dimensions of the PSCNI were as follows ; the mean item score of professional practice of nurses in hospital was $2.90\pm0.30$, and that in public health centers was $2.83\pm0.35$. There were significant differences between two groups in the scores of professional practices (p=0.0315), leadership (p=0.0071) and skills (p=0.0231). 3. There were significant differences between two groups according to education (p=0.0057) with no significant interaction effect of group and education. 4. Job satisfaction (JS) was the highest factor predicting PSC of PMHNP in hospitals $(34.5\%)$, and problem solving inventory score (PS) was the highest factor predicting PSC of PMHNP in public health centers $(33.6\%)$. JS and PS accounted for $42.6\%$ in PSC of PMHNP in hospitals. and PS, JS, age, marital status, religion, and career accounted for $57.6\%$ in PSC of PMHNP in public health centers. In the light of these results. to gam the professional self-concept. nurses should be educated continuously through role modeling in clinical nursing and research. Also, nurse educators and administrators need to develop programs and policies to increase professional self-concept of nurses, particularly of community PMHNP.

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The Correlation between $2^{nd}$ to $4^{th}$ Digit Length Ratio and Characteristics of Temperament and Character in University Students (제2수지-제4수지 길이 비율과 기질 및 성격 특성간의 상관관계)

  • Jeon, Sang Won;Kim, Seok Hyeon;Oh, Dong Hoon;Lee, Yu Sang;Lee, Sun Hye
    • Korean Journal of Biological Psychiatry
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    • v.17 no.3
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    • pp.136-144
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    • 2010
  • Objectives : The $2^{nd}$ to $4^{th}$ digit length(2D : 4D) ratio reflects the amount of exposure and sensitivity to the prenatal sex hormone and it is considered to be the most convenient and useful way to understand the influence of sex hormone in the determination of human behavioral traits. This study was carried out to find the correlation between the 2D : 4D ratio and characteristics of temperament and character in Korean university students. We assumed that 2D : 4D ratio would show a strong correlation with temperament which is defined to be an inclination of an automatical emotional response to a stimulus. Methods : Participants were 104 university students who completed 2 self-report measures : Temperament and Character Inventory(TCI), Temperament Test. We examined the 2D : 4D ratio of each subject by measuring the lengths of the $2^{nd}$ and $4^{th}$ fingers using a photocopy measurement. We performed statistical analyses using correlation test and t-test to examine the relationship between 2D : 4D ratio and psychological characteristics. Results : We found out the typical sex difference in 2D : 4D ratio. Women had significantly higher 2D : 4D ratio than men. TCI-Character factor(TCI-C) didn't show any significant correlation with the 2D : 4D ratio. TCI-Tempterament factor(TCI-T) and the item of Temperament Test showed a significant correlation with the 2D : 4D ratio. In correlation analysis of the total group including all women and men, the 2D : 4D ratio showed a significant positive correlation in a subscale(shyness with stranger) of harm avoidance scales in TCI-T. In correlation analysis of women's group, the 2D : 4D ratio showed a significant positive correlation in two subscales( fear of uncertainty) and[shyness to stranger] of harm avoidance scales in TCI-T. In correlation analysis of men's group, the 2D : 4D ratio showed a significant negative correlation with a sanguine temperament item of the Temperament Test. Conclusion : The results suggest that the amount of exposure to sex hormone in the prenatal period seems to have an impact on the determination of temperament and characteristics.

The Study of the Risk and Buffering Factors Related to Maltreatment -Focusing on Parenting Mothers in Korea and Japan- (부적절한 양육행동에 대한 위험 요인과 완충 요인 -한국과 일본의 유아를 둔 어머니를 대상으로-)

  • Park, Chun Man;Okada, Setsuko
    • The Journal of Korean Society for School & Community Health Education
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    • v.16 no.2
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    • pp.115-130
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    • 2015
  • Objectives: This study aimed to review the relationship between parenting daily hassles (PDHs), parenting burden and maltreatment as perceived by Korean and Japanese mothers raising children. In addition, the influence of parenting support, efficiency and satisfaction on child maltreatment were also reviewed. Methods: Data were gathered through self-administered questionnaires given to the mothers using the childcare center in both countries. As for the final procedure, 820 Korea and 700 Japan mothers were statistically processed, and data were analyed through factor analysis and path analysis. Result: The results showed that in both countries, parenting burden caused by PDHs significantly affected physical and mental maltreatment. parenting efficiency and satisfaction as a buffering factor could inhibit mental maltreatment. However, among buffering factors, Korean parenting mothers chose parenting efficiency and Japanese parenting mothers did parenting satisfaction. Conclusions: Based on the findings, it is needed parenting mothers are offered on opportunity to take health education programs and to understand their child's behaviors and learn parent's roles of parenting. In addition, local community support is desired.

Structural Validation of the SHEQ Measure for Adolescents′ Perceived Self-efficacy in Physical and Mental Health (청소년이 지각한 신체ㆍ정신적 건강에 대한 자아-효능 측정을 위한 SHEQ(School Health Efficacy Questionnaire)의 타당도)

  • Tak Young Ran;Lee Eun Young
    • Child Health Nursing Research
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    • v.6 no.3
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    • pp.387-396
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    • 2000
  • The purpose of this study were to examine the construct validation and internal reliability of the SHEQ(School Health Efficacy Question- naire)and to establish concurrent validity for the instrument among Korean adolescents by relationship found among SHEQ and the self-reported health status. The sample was consisted 393 high school students, aged with average of 17.40(±0.59) years. According to the criteria used in this validating study, a four-factor structure, which consisted of 31-items, resulting from a principal components analysis with an varimax rotation, best represented the multidimensionality of the SHEQ of adolescents in Korea. Internal consistency estimated for the four factor on the SHEQ subscales range from .68 to .83. Evidence in support of concurrent validity for both 31-item and 38-item of SHEQ was provided by statistically significant correlations found between the two scales and self-reported health. With the findings of this study, the 31-item Korean version of the SHEQ can be used in practice as a reliable and valid instrument measuring perceived self-efficacy in physical and mental health for adolescents in Korea.

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A Comparative Consideration of Dementia in Oriental and Occidental Medicine (치매(痴呆)에 관(關)한 동서의학적(東西醫學的) 비교(比較) 고찰(考察))

  • Lee, Dong-Weon;Shin, Gil-Jo;Lee, Won-Chul
    • The Journal of Internal Korean Medicine
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    • v.16 no.1
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    • pp.1-16
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    • 1995
  • This study was done in order to investigate the etiology and pathology of dementia in the variety literature. Dementia in elderly persons(above the age of 60) mainly classfied Alzheimer disease and Cerebral vascular dementia. The results were as follows: 1. Dementia patients have abnormal mental function, who have no mental weakness but defects of memory, verbal disturbance, behavior disturbance and loss of intellectual function. 2. Dementia regard as 'me-beng(?病)', 'jeon-gwang(癲狂)', and 'heo-ro(虛勞)' in oriental medicine and the symptom is a silence with no response, mixing, a crying or a laugh, a stranger behavior and a amnesia; disturbances of speech, emotion, behavior. 3. Dementia caused by Alzheimer disease, Multi infarct dementia, Parkinson's disease, sequelae of acute CO poisoning, head injury and alcoholism(occidental medically) and the 'Dam(痰) and Damhwa(痰火), weakness of heart and spleen(心脾虛) caused by pent up anger of seven emotions(七情鬱結), the weakness of liver and kidney(肝腎不足)(oriental medically). 4. The causes of Alzheimer disease are various; a heredity factor, a morphological factor of brain tissues, a psychological factor and a biochemical factor (occidental medically) ; the 'Dam(痰) and Damhwa(痰火) caused by weakness of the internal organs and disturbance of the emotions(oriental medically). 5. Cerebral vascular dementia caused by loss of the certain cerebral neurons and oriental medically caused by obstruction of 'dam(痰)' or 'eo heul(瘀血)'. It is recommended that further study of many sided investigations, specially against a weakness of spiritual functions and a certain neurotoxin in the future.

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The Effect of Active Aging on the Life Satisfaction in Elderly People (고령자의 활동적 노화가 삶의 만족도에 미치는 영향요인)

  • Yu, Chae-nam
    • 한국노년학
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    • v.36 no.4
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    • pp.1075-1088
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    • 2016
  • This study aimed to identify the effect of the active aging on life satisfaction and present an improvement strategies to increase life satisfaction in elderly people. Active aging is divide into three aspects; health, participation and security. The subjects were people older than 55 years who were enrolled in Korean Retirement and Income Study. The influencing effect was analyzed by a hierarchial regression. Key factors associated with active aging influencing life satisfaction were subjective health, mental health, participation in the labor market, income, and housing while subjective health was a determinant factor that best describes the effect of the active aging on life satisfaction. On the basis of above result, this study suggests that there needs to be an effort in improvement of physical and mental health, participation in the labor market, and housing at national and regional levels.