• Title/Summary/Keyword: 우울요인

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Identifying Influencing Factors of Soldiers' Depression using Multiple Regression and CART (다중회귀와 회귀나무를 활용한 군인 우울 요인 분석)

  • Woo, Chung Hee;PARK, JU YOUNG;Lee, Yujeong
    • Proceedings of the Korea Contents Association Conference
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    • 2013.05a
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    • pp.171-172
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    • 2013
  • 우울은 군대 내 발생되는 극단적인 사고 중 하나인 자살의 주요 원인으로 제시되어 왔다. 본 연구는 군인들의 우울, 불안 및 자아존중감의 수준을 파악하고, 우울의 영향요인을 탐색하고 이들을 예측하는데 주로 사용해 왔던 다중회귀분석 방법과 효과적인 의사결정방법으로 알려진 회귀나무모형의 효과성을 비교해보고자 하였다. 방법: 횡단적 조사연구이며, 우울측정에는 CES-D, 불안측정은 SAI, 자아존중감은 Rosenberg(1965)의 도구를 사용하였다. 연구대상자는 강원도 전방 부대 근무 중인 군인이며, 534부가 회수되었다. SPSS/WIN 18.0을 이용하여 위계적 다중회귀분석과 회귀나무모형을 실시하였다. 결과: 대상자들의 우울, 불안 및 자아존중감의 정도는 각각 $10.7({\pm}9.8)$, $38.5({\pm}10.2)$$31.7({\pm}5.2)$이었다. 대상자의 23.6%(126명)가 경한 우울을 나타내었다. 다중회귀분석에 의한 우울 영향요인은 불안, 자아존중감과 복무기간이었으며, 우울에 대하여 62.0%의 설명력을 가지고 있었다. 또한 회귀나무모형에서는 높은 불안과 불안이 다소 낮더라도 전역 후 진로가 불확실한 집단이 우울 위험군일 것으로 예측되었다. 결론: 본 연구 대상자들의 우울의 주요 영향요인은 불안으로 나타났다. 군대 내에서 적용할 수 있는 불안 조절 방법 개발이 필요할 것으로 보인다. 또한 일부 요인에서 차이가 있어, 반복 연구가 필요하지만, 주요 변인인 불안을 예측했다는 점에서 보면 다중회귀분석과 회귀나무모형은 군인들의 우울을 예측에 유용한 방법으로 보인다.

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The Effect of Blood Nutrient Index on Depression (성인 여성의 혈액 영양소 지표가 우울지표에 미치는 영향)

  • Noh, Hyun Sun;Kim, Moon Ju
    • The Journal of the Korea Contents Association
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    • v.21 no.2
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    • pp.248-261
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    • 2021
  • The purpose of this study is that the blood nutrient indicator in adult women, is the depressive indicator. This study recruited 77 pre-menopausal women, and excluding missing values, 53 (mean age 44.2±6.5 years) blood indexes were statistically confirmed and then analyzed the effect of indexes on the Beck Depression Inventory. The Beck's Depression Inventory(BDI)'s average of the study subjects was 7.6±7.2, and most of the depression symptoms were within the normal range. Only two women were very serious and other two women were serious state. As a result of this study, 21 questions of BDI was classified into 5 sub-factors. Of these, 2 factors were considered physical depression, 1 factor was mood depression, 1 factor was cognitive depression, and 1 factor undecided. As a result of the correlation analysis, triglyceride, LDL(low density lipoprotein) cholesterol and potassium showed statistically significant positive relationship with depressive factors. On the other hand, HDL(high density lipoprotein) cholesterol, sodium and chloride ions showed negative relationship with depressive factors. When multiple regression analysis was performed. Considering the depression factors was dependent variable, and triglyceride, cholesterol, blood sugar, and ketone bodies was considered as independent variables. HDL(high density lipoprotein) cholesterol had a statistically significant negative effect on the depression factor 3. Considering the depression factors was dependent variable, and minerals were considered as independent variables. Potassium had a positive effect, and chloride ions had a negative effect on the depressive factor 3. This study was limited to 77 pre-menopausal women. In the future, post-menopausal women, men, and clinical neurological disorders group will be possible.

The Effect of Internet Addiction on Depression and Job Stress among IT Engineer (전산직 종사자의 인터넷 중독 정도가 우울감 및 직무스트레스에 미치는 영향)

  • Hwang, Jeoung-Gyun;Lee, Moo-Sik;Na, Bak-Ju;Hong, Jee-Young;Lim, Nam-Gu
    • Proceedings of the KAIS Fall Conference
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    • 2010.05b
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    • pp.845-850
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    • 2010
  • 본 연구는 전산직과 비전산직 종사자의 인터넷 중독 정도가 직무스트레스 및 우울감에 미치는 영향을 파악하고자, 2009년 10월 25일부터 12월 9일까지 서울 및 대전에 소재한 2개의 공공기관 건물내 근무하고 종사자 500명을 대상으로 구조화된 설문지를 이용하여 일반적 특성, 직무스트레스, 우울감 정도, 일상적인 인터넷 이용, 인터넷 중독 자가진단을 조사하였다. 주요 결과는 첫째, 일반적 특성에 따른 직무스트레스 요인별 분류에서는 개인 관련요인이 낮은 연령과 미혼인 경우, 아파트 외 기타에서 거주하는 경우 높게 나타났고, 조직 외 요인의 직무스트레스에서는 전산직에 비해 비전산직이 통계적으로 높게 나타났다(p<0.05). 둘째, 인터넷 중독에 따른 직무스트레스에서는 직무 관련요인, 개인 관련요인, 조직 외 요인 모두 일반 사용자보다 잠재적 위험사용자가 높게 나타났다(p<0.05). 셋째, 우울감 정도에 따른 직무스트레스에서는 우울감 정도가 정상인 경우에 비해 경미함 및 중증도의 경우가 직무 관련요인, 개인 관련요인, 조직 외 요인 모두 높은 직무스트레스를 나타냈다(p<0.05). 넷째, 직무스트레스와 우울감을 종속변수로 한 다중회귀분석 결과를 보면 직무스트레스는 결혼여부, 가족구성원 수, 인터넷 중독이 유의한 변수였고, 25.6%의 설명력을 나타냈다. 우울감은 결혼여부와 인터넷 중독이 유의한 변수였고, 26.4%의 설명력을 나타냈다. 전산직 및 비전산직의 인터넷 중독과 직무스트레스 및 우울감은 관련성이 있는 것으로 나타났고, 인터넷 중독이 심할수록 직무스트레스가 높았으며, 우울감 정도가 심할수록 역시 직무스트레스가 높은 것으로 나타났다.

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A Comparative Study of Influencing Factors on Depression in Housewives (주부 우울에 영향을 미치는 요인들에 관한 비교연구)

  • Yee, Sam-Yean
    • Korean Journal of Social Welfare
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    • v.39
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    • pp.238-265
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    • 1999
  • The purpose of this study was to examine the degree of depression in housewives and to analyze the effects of psychosocial factors on the depression. Especially the focus was on the differences in the degree of depression and the influencing factors on depression between those in early adulthood and those in middle adulthood The subjects consisted of 130 early adulthood housewives and 142 middled adulthood housewives. They asked to complete several self-report measures that were used to assess the variables of interest. The result indicated that the depression in housewives were serious enough to arouse social workers' attention. The average housewives were suffered from mild depression, and 17.1% of the housewives were in need of professional treatment. There was no significant difference in the degree of depression between the early adulthood housewives and the middle adulthood housewives. There were, however, differences in the factors which explain and predict the depression between these two groups. The results of step-wise multiple regression analysis indicated that the factors which predict the depression for the early adulthood housewives were self-esteem, conflict with the spouse, experience of painful events, age, and conflict with the children. On the other hand, the factors which predict the depression for the middle adulthood housewives were self-esteem, conflict with the spouse, job, and income. Implications of the findings for social work interventions were discussed.

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Longitudinal Study on the Effects of Depression by Household's Economic Factors According to Income Levels (소득수준별 가구 경제요인이 우울에 미치는 영향에 대한 종단적 고찰)

  • Sung, Jun-Mo
    • Korean Journal of Social Welfare
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    • v.62 no.1
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    • pp.109-132
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    • 2010
  • This study examined the effects of depression by household's economic factors with income levels using the wave 1, 2 of Korean Welfare Panel Study. As a result, changes in income satisfaction have significant effects on depression levels. In non-poor households, the income and comsumption expenditure have effects on depression levels. But poor households do not have any effects. Among the control variables, age, marital status, and education level are influential factors on the depression levels. Based on the results, the author was able to recognize the economic factors in household that influnce the depression levels. and The policy directios for household's economic support were discussed.

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Psychosocial Risk Factors of Postpartum Depression (산후우울증의 심리사회적 위험요인)

  • Park, Si-Sung;Han, Kwi-Won
    • Korean Journal of Psychosomatic Medicine
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    • v.7 no.1
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    • pp.124-133
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    • 1999
  • Objective : Postpartum depression(PPD) was known to be caused by many factors including various psychosocial risk factors. This study was performed to identify the psychosocial risk factors for ppd, preliminarily in Korea. Methods : A group of 119 postpartum women, each of whom was at 6 to 8 weeks after delivery was identified at the time when they visited to the child health clinic or postnatal check-up clinic. The risk factors were surveyed by the self-reported questionnaire. The items of questionnaire were consisted of known risk factors in other studies and other possible stress-related factors. PPD was assessed by the Edinburgh Postnatal Depression Scale(EPDS) and the degree of postpartum depression was determined by its score. Results : 16 women(13.45%) in the high risk group were diagnosed as PPD among the 119 women. Risk factors including past experience of depressive symptoms and low level of marital satisfaction were founded more frequently in women in the high risk group than in the low risk group. The score of EPDS was significantly high in the group who experienced depressive symptoms in the past, anxiety or depression during pregnancy, stressful life event during the period of recent pregnancy and postpartum, and who had low level of marital satisfaction. There was a positive correlation between age and the score of EPDS. However, the postpartum depressive symptoms were not influenced by the level of education, job, retirement due to pregnancy and delivery, wanted or unwanted pregnancy, delivery method, feeding method, the hospitalization of infant, expected and real gender of infant. Conclusion : These results suggest that PPD is quite frequent at postpartum period. Various risk factors contribute to the development of PPD. If clinicians pay attention to the risk factors of PPD and give appropriate psychiatric intervention to the mothers during pregnancy and postpartum, it will be easy for the clinicians to recognize and treat PPD in the early stage.

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Exploration Factors Affecting Depression of Immigrant School-Adolescents (중도입국 학교청소년의 우울에 영향을 미치는 요인 탐색)

  • Choi, Eun-Hee;Kim, Kyung-Eun
    • Journal of Digital Convergence
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    • v.16 no.8
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    • pp.27-39
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    • 2018
  • This study explored the influencing factors on the depression of immigrant school-adolescents. It made use of family factors, school factors, and multi-cultural factors to verify the influencing variables of depression in school grade. Data were drawn from the National Survey of Multi-cultural families 2015 and analyzed t-test and chi square test and multiple regression analysis by using SPSS Win 21.0. First, school violence experience was the most important factor on the affecting depression in elementary school students. Multi-cultural family identity was the main cause of depression in middle school students, and school study difficulty in high school students. Second, major variables on the affecting depression in all groups were identified as social discrimination experience. These results implied the differentiated support by ages was asked for the stable settlement of adolescents. Experience of social discrimination was a common factor raising the level of depression in all groups. Therefore, we should be done active intervention in school environment.

The Effect of Psychological Factors on Caregiver Burden and Depression of Spousal Caregivers (배우자 부양자의 심리적 요인이 부양부담과 우울에 미치는 영향)

  • Choo Yon Hong;Min Hee Kim;Bang Hee Jung
    • Korean Journal of Culture and Social Issue
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    • v.18 no.3
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    • pp.367-387
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    • 2012
  • The purpose of the current study was to examine the effect of psychological factors on caregiver burden and depression among Korean spousal caregivers. 142 spousal caregivers (89 wives, 52 husbands) in Seoul and Incheon City were surveyed to determine the influence of objective factors of the care recipient, demographic of the caregiver, personality dimensions of extroversion and neuroticism of caregiver, social support, and pre-caregiving marital satisfaction on caregiver burden and depression of spousal caregivers. Hierarchical regression was used to determine the influence of the various factors on caregiver burden and depression. Finding suggest that care recipient's activities of daily living(ADL) and caregiver neuroticism predicted caregiver burden, whereas pre-caregiving martial satisfaction and caregiver neuroticism predicted depression. In particular, psychological factors were better predictors of caregiver burden and depression compared with objective factors. Based on the results, the implications, interventions, limitations and future directions for research were discussed about the psychological factors on spousal caregiving.

Relationships of Individual and Family Variables with Adolescents' Depression (청소년의 우울 관련 요인)

  • Lee, Jung Sun;Lee, Hyong-Sil
    • Journal of Korean Home Economics Education Association
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    • v.24 no.4
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    • pp.77-89
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    • 2012
  • The purpose of this study was to investigate the gender differences in depression and the effects of individual and family variables on depression among male and female adolescents. The subjects of this study were high school students who reside in Seoul. Data from 735 adolescents(342 males, 393 females) were used for final analysis. The major results of this study were as follows: First, there were gender differences in depression of adolescents. Females experienced higher levels of depression than males. Second, depression of adolescents were predicted by self-esteem, peer relations, and parent' marital conflict. Lower self-esteem, poor peer relations and higher parent' marital conflict were associated with higher levels of depression among male and female adolescents.

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The Effects of Socioeconomic Position and Health Behavior on Geriatric Depressive Symptom (노인우울증에 대한 사회경제적 지위요인과 건강행태요인에 관한 연구)

  • Lee, Hyun-Joo;Kahng, Sang-Kyoung;Lee, Jun-Young
    • 한국노년학
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    • v.28 no.4
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    • pp.1129-1145
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    • 2008
  • In order to develop practical implications for depression among the elderly, this study examines socioeconomic and health-behavioral risk factors of geriatric depression diagnosis. Sample consists of 964 elders aged 65 and over, living in an urban community. Using the Short-form Geriatric Depression Scale(SGDS), study subjects were screened for geriatric depression to those who presented 10 points and over in SGDS. Descriptive statistics shows that about 22.2% elders are estimated to suffer from geriatric depression. Predictors of geriatric depression diagnosis were examined through logistic regression. Results show that elders who live with family, who have medical insurance, who have higher education, who don't smoke, and who do more physical activities were less likely to suffer from geriatric depression. These findings indicate that socioeconomic position such as health insurance, education and health behaviors such as smoking, physical activities are closely related to geriatric depression, suggesting that interventions on socioeconomic position and health behaviors may be effective to reduce depression among the elderly.