• 제목/요약/키워드: moderate regression

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대구·경북 지역 119 구급대원의 코로나19 감염 관련 특성과 정신건강과의 관련성 (Covid-19 infection related to mental health among 119 paramedics in Daegu & Gyeongbuk)

  • 김예림;류소연
    • 한국응급구조학회지
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    • 제25권1호
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    • pp.85-103
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    • 2021
  • Purpose: This study measured the mental health levels of 119 paramedics, and identified the association of mental health levels with safety environments, personal protective equipment, and coronavirus risk awareness. Methods: A total of 119 out of 428 from Daegu and Gyeongbuk took part in this study. The statistical analysis methods were the t-test, ANOVA, Pearson's correlation analysis and multiple regression analysis. Results: In a multiple regression analysis, females (β=-.137, p=<.001) showed a higher relevance to negative mental health than males. The moderate satisfied (β=-.088, p=.014) and dissatisfied (β=-.147, p=.006) showed a higher relevance to negative mental health than higher satisfied. Moderate stress perception (β=-.199, p=<.001) and higher stress perception (β=-.414, p=<.001) showed a higher relevance to negative mental health than lower stress perception. Corona-virus risk awareness (β=-.050, p=.045) was related to negative mental health and safety environment (β=.136, p=<.001). Personal protective equipment (β=.147, p=<.001) were related to positive mental health. Conclusion: Conclusively, it is necessary to develop and implement high-quality intervention programs using significantly influencing variables to impact the mental health of 119 paramedics.

한국 중학생의 신체활동 정도와 우울 및 자살사고 간의 관련성 (Associations of physical activity by intensity (moderate vs. vigorous) with depression and suicidal thoughts among middle school students in South Korea)

  • 안지연
    • 한국산학기술학회논문지
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    • 제15권12호
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    • pp.7266-7276
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    • 2014
  • 본 논문은 한국 중학생의 신체활동이 우울 및 자살사고에 영향을 미치는지 조사하고자 시행되었다. 자료분석을 위해 청소년건강행태 온라인 조사 자료를 이용하였다. 연구대상자는 전국 중학생으로 표본수는 총 37,420명이다. 분석방법은 로지 스틱 회귀분석을 사용하였다. 분석결과, 남학생의 33%, 여학생의 43%가 우울한 경험이 있다고 응답하였고, 남학생의 17.8%, 여학생의 27.7%가 자살사고의 경험이 있다고 응답하였다. 회귀분석 결과, 중등도 신체활동과 고강도 신체활동 모두 우울발생에 대해 낮은 가능성을 보인 반면, 자살사고에 대해서는 여학생에서만 중등도 신체활동이 자살사고 발생에 대해 낮은 가능성을 보였다. 경로분석결과, 중등도 신체활동은 우울과 자살사고에 유의한 영향이 없었으나, 반면 격렬한 신체활동은 직간접적으로 우울과 자살사고에 영향을 미치는 것으로 나타났다. 신체활동은 남녀 중학생의 우울 및 자살을 예방할 수 있는 중요한 매개역할을 담당하는 것으로 분석된다.

무용전공 여대생들의 등속성 최대우력에 영향을 미치는 인체계측적 요인 (The Anthropometric Factors in Isokinetic Peak Torque of Young Female Dancers)

  • 원종임;이영정
    • 한국전문물리치료학회지
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    • 제14권3호
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    • pp.41-47
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    • 2007
  • Dance movements consist of combinations of movements such as jumping, rotation, maintaining balance, leg lifts, and plantar flexion with toe shoes. Dance movements require great muscle strength of lower extremities as well as muscular endurance. The purposes of this study were to investigate correlation between the anthropometric variables and the peak torque in young female dancers and to identify variables that affect isokinetic peak torque. Twenty-six female dancers ($19.7{\pm}1.2$ years of age) performed concentric maximum force efforts on the knee extensors and flexors at $60^{\circ}/sec$ and $120^{\circ}/sec$, the ankle plantar flexors (PF) and dorsiflexors (DF) at $30^{\circ}/sec$ and $120^{\circ}/sec$. Antropometric variables such as age, height, weight, body mass index (BMI), thigh girth, calf girth and duration of dance training were measured. To identify antropometric variables related to muscle strength, Pearson correlations were computed and a stepwise multiple regression analysis was performed. Pearson correlation coefficients of Knee extensor at $60^{\circ}/sec$ and $120^{\circ}/sec$ revealed moderate positive associations with BMI and thigh girth. Pearson correlation coefficients of ankle PF revealed low-to-moderate positive associations with height. Ankle DF also revealed moderate positive associations with BMI and calf girth. The main predictor variables of knee extensor at 60/sec, were stepwise multiple regression, age, height, thigh and girth.

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강도별 유산소운동이 중년여성의 레닌-알도스테론, 신경전달물질 및 인지기능, 작업기억의 변화에 관한 연구 (The Study of Change in Renin-Aldosterone, Neurotransmitters, Cognitive Function and Working Memory in Middle Aged Women by Intensities Aerobic Exercise)

  • 조원제
    • 한국체육학회지인문사회과학편
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    • 제55권2호
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    • pp.603-615
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    • 2016
  • 본 연구는 건강한 중년여성 28명을 대상으로 강도별 유산소운동을 12주간 주 3회로 실시하여 혈압, 레닌-알도스테론계, 신경전달물질 및 인지기능, 작업기억의 변화와 처치 후 인지기능에 영향을 미치는 요인을 분석하고자 실시하였다. 모집된 대상자를 통제집단 9명, 중강도 유산소운동집단 10명(50%V02max), 고강도 유산소운동집단 9명(70%V02max)으로 구분하여 처치 전과 후 반복측정 분산분석과 다중회귀분석을 실시한 결과 다음과 같은 결과가 나타났다. 중강도 유산소운동은 레닌, BDNF, 인지기능과 작업기억을 증가시키고, 알도스테론, 안지오텐신II, 알도스테론-레닌 비율을 감소시켰다. 고강도 유산소운동은 BDNF, 인지기능, 작업기억을 증가시키고 수축기혈압을 감소시켰다. 또한 강도별 유산소운동 후 인지기능에 미치는 요인을 회귀분석한 결과 중강도 유산소운동은 이완기혈압, 레닌-알도스테론 비율의 감소와 작업기억, BDNF의 증가가 인지기능에 영향을 미쳤고, 고강도 유산소운동은 작업기억 BDNF, 세로토닌의 증가가 인지기능에 영향을 미쳤다. 따라서 중강도 이상의 유산소운동은 중년여성의 인지기능 및 작업기억을 향상시키는 것을 알 수 있었다. 또한 인지기능 향상에 영향을 미치는 대사적 요인으로 중강도 유산소운동은 레닌-알도스테론 조절과 작업기억이었고 고강도 유산소운동은 신경전달물질과 작업기억으로 나타났다.

Cox 회귀모형(回歸模型)에서 붓스트랩방법(方法)에 의한 생존함수추정량(生存函數推定量)의 비교연구(比較硏究) (Comparison of Survival Function Estimators for the Cox's Regression Model using Bootstrap Method)

  • 차영준
    • Journal of the Korean Data and Information Science Society
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    • 제4권
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    • pp.1-11
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    • 1993
  • The Cox's regression model is frequently used for covariate effects in survival data analysis, But, much of the statistical work has focused on asymptotic behavior so the small sample evaluation has been neglected. In this paper, we compare the small or moderate sample performances of the survival function estimators for the Cox's regression model using bootstrap method. The smoothed PL type estimator and the Link estimator are slightly better than corresponding the PL type estimator and the Nelson type estimator in the sense of the achieved error rates.

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청소년이 지각한 부모-자녀 관계, 또래 관계, 교사와의 관계가 학교생활 적응에 미치는 영향 (A Study on Adolescents' Level of School Adjustment by Their Perceived Relationships with Parents, Peer and Teachers)

  • 최지은;신용주
    • 대한가정학회지
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    • 제41권2호
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    • pp.199-210
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    • 2003
  • The purpose of this study was to investigate the effects of perceived relationships of the adolescents with their parents, peer and the teachers on their school adjustment. The data were collected from 385 male and female high school students in Seoul through the questionnaire method. The major result of the study were as follows: 1. About sixty percents of the respondents came from middle-class families who were being brought up by their parents. 2. Analysis of data revealed that degrees of relationship of the respondents with their parents and peer were higher than moderate, while the degrees of relationship with teacher was found to be moderate. 3. The adolescent' overall level of school adjustment was found to be at a moderate level. 4. The adolescents' levels of school adjustment were differed by birth order, father's occupations, family structures, economic status of the family, grade point average and religion. 5. The stepwise regression analyses yielded the results that relationship with the teacher, relationship with the peer, father's caring, birth order and economic status of family were significant factors in explaining the adolescents' school adjustment. On the base of the results of the study, the following suggestions were made in order to enhance adolescents' school adjustment: 1. Teacher education focused on guidance and counseling should be included in the teacher education and training program. 2. Parents education focused on fatherhood should be more emphasized.

복지관 이용노인의 신체활동과 수면 (Physical Activity and Sleep Patterns in Elderly Who Visited a Community Senior Center)

  • 박연환
    • 대한간호학회지
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    • 제37권1호
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    • pp.5-13
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    • 2007
  • Purpose: The purpose of this study was to identify the relationship between physical activity and sleep patterns of the elderly. Methods: The subjects of this study were 154 elderly who visited a community senior center in Korea. Data was collected by an interview and a self reported questionnaire, during the period from June to October, 2006. Physical activity was measured by IPAQ Korean version(2006), and sleep pattern by Korean Sleep Scale A developed by Oh et al.(1998). Results: The prevalence of chronic illness in the subjects was 73.4 %. The mean time of vigorous activity was $6.62{\pm}31.27$ minutes/day during the past week. Moderate activity time was $28.85{\pm}50.31$ minutes/day and walking time was $28.85{\pm}50.3$ minutes/day. The total sleep time was $397.63{\pm}111.53$ minutes/day. Physical activity of the elderly significantly correlated with sex, chronic illness, job, and sleep patterns of the elderly. Stepwise multiple regression analysis revealed that the most powerful predictor of sleep pattern was the satisfaction of sleep. A combination of the number of chronic illnesses, moderate physical activities(MET), and total time of sleep accounted for 44.4% of the sleep pattern. Conclusions: Moderate physical activity is more effective than vigorous physical activity for improving the sleep quality of the elderly.

Validation of three-dimensional digital model superimpositions based on palatal structures in patients with maximum anterior tooth retraction following premolar extraction

  • Liu, Jing;Koh, Kyong-Min;Choi, Sung-Hwan;Kim, Ji-Hoi;Cha, Jung-Yul
    • 대한치과교정학회지
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    • 제52권4호
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    • pp.258-267
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    • 2022
  • Objective: This study aimed to evaluate the superimposition accuracy of digital modes for measuring tooth movement in patients requiring anterior retraction after premolar extraction based on the proposed reference regions. Methods: Forty patients treated with bilateral maxillary first premolar extraction were divided into two groups: moderate retraction (< 7.0 mm) and maximum retraction (≥ 7.0 mm). Central incisor displacement was measured using cephalometric superimpositions and three-dimensional (3D) digital superimpositions with the 3rd or 4th ruga as the reference point. The Wilcoxon signed-rank test and linear regression analyses were performed to test the significance of the differences and relationships between the two measurement techniques. Results: In the moderate retraction group, the central incisor anteroposterior displacement values did not differ significantly between 3D digital and cephalometric superimpositions. However, in the maximum-retraction group, significant differences were observed between the anteroposterior displacement evaluated by the 3rd ruga superimposition and cephalometric methods (p < 0.05). Conclusions: This study demonstrated that 3D digital superimpositions were clinically as reliable as cephalometric superimpositions in assessing tooth movements in patients requiring moderate retraction. However, the reference point should be carefully examined in patients who require maximum retraction.

MODIS 손실 자료 복원을 위한 통계적 방법 개발: 평균 편차 방법, 회귀 분석 방법과 지역 변동 방법 (The development of statistical methods for retrieving MODIS missing data: Mean bias, regressions analysis and local variation method)

  • 김민욱;이종혁;박연구;송정현
    • 한국위성정보통신학회논문지
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    • 제11권4호
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    • pp.94-101
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    • 2016
  • 원격 관측 자료인 위성 자료는 한계점이 있으며, 특히 광학 관측기를 활용하면 구름이나 기타 요인에 의해 손실 자료가 발생한다. 본 연구에서는 MODerate resolution Imaging Spectrometer(MODIS)의 관측 자료 중, 지표면 온도 자료를 대상으로 손실 자료를 복원하기 위한 방법인 평균 편차 방법, 회귀 분석 방법, 지역 변동 방법의 세 가지 복원 방법을 개발하였다. 검증을 위해 2014년과 2015년의 위성 자료에서 관측 비율을 근거로 사례를 선택하였다. 검증 자료에서 확인된 지역 변동 방법의 평균 제곱근 편차(RMSE)는 일부 사례에서 약 2 K 이상으로 다른 복원 방법에 비해 낮은 정확도를 보였으며, 회귀 분석 방법의 RMSE는 평균 약 1.13 K으로 대부분의 사례에서 가장 좋은 결과를 보였다. 평균 편차 방법 사용 시, RMSE는 회귀 분석 방법 시와 유사하게 약 1.32 K으로 나타났다.

학령 후기 아동의 일상적 스트레스가 학교생활적응에 미치는 영향을 중재하는 보호요인 : 자기통제력과 유머감각 (Self-control and Sense of Humor as Moderating Factors for Negative Effects of Daily Hassles on School Adjustment for Children)

  • 우소연;박경자
    • 아동학회지
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    • 제30권2호
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    • pp.113-127
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    • 2009
  • This study investigated whether children's self-control and sense of humor could moderate negative effects of daily hassles on their school adjustment. Subjects of this study were 880 6th graders (468 boys, 412 girls) in the Seoul metropolitan area. Children reported their daily hassles, school adjustment, self-control, and sense of humor on questionnaires. The collected data were analyzed using descriptive statistics, Pearson's correlation analysis, and moderated regression analysis. Results showed that children who experienced less daily hassles, had higher self-control, and higher sense of humor were well-adjusted in their schools. Children's self-control and sense of humor moderated negative effects of daily hassles on school adjustment of children, although the moderate effect was weak.

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