• 제목/요약/키워드: multiple regressions

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미계측 중소유역의 월유출량 산정을 위한 다중회귀모형 연구 (A Multiple Regression Model for the Estimation of Monthly Runoff from Ungaged Watersheds)

  • 윤용남;원석연
    • 물과 미래
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    • 제24권3호
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    • pp.71-82
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    • 1991
  • 수질원 부존량의 평가를 위한 월유출량의 추정방법은 통상 경험식에 의한 방법, 물수지분석에 의한 방법 그리고 회귀분석에 의한 방법등이 있다. 본 연구는 수위계측지점의 유출자료를 사용하여 다중회귀분석으로 회귀모형을 수립함으로서, 장기 수자원 개발계획의 수립에 필요한 월유출량의 추정을 가능토록하였다. 사용한 자료는 총 48개 수위관측소의 월유출량 및 기상,지상 인자 이며 이중 43개 지점은 모형의 개발에, 나머지 5개 지점은 모형의 검증에 이용하였다. 또한 모형을 유역별모형과 전체모형, 평균치모형과 개별자료모형으로 구분하여 모형-1, 모형-2, 모형-3 그리고 모형-4의 4개 모형을 수립하였으며, 검증결과 모형-2가 가장 적절한 모형으로 판단되었다. 선정된 회귀모형과 기존의 가지야마공식의 적용성을 통계적 방법에 의해 비교한 결과 본 다중회귀모형이 연유출량 뿐아니라 월별유출량의 변화성향을 매우 잘 나타내고 있으며, 적용 또한 용이함이 입증되었다.

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성인남성의 성적지향에 따른 의복행동과 심리적 특성의 관련연구 (A Study on the Clothing Behavior and Psychological Characteristics of Homosexual and Heterosexual Men)

  • 고애란;남미우
    • 한국의류학회지
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    • 제22권4호
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    • pp.460-468
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    • 1998
  • The purpose of this study were 1) to identify the differences between homosexual and heterosexual men in clothing behaviors(fashion leadership, preference for up-to-date style and sexual attractiveness), lifestyle and sex-role attitudes, and 2) to investigate the relation- ships between clothing behaviors and lifestyle and sex-role attitudes. The data was collected via self-administered questionnaires from 183 adult men(88 homosexual, 95 heterosexual men) living in Seoul, and was analyzed by factor analysis, t-test, correlations and multiple regressions. The result of this study were as follows: 1. Two factors of fashion leadership. were identified: fashion opinion leadership and fashion innovativeness. Four factors of lifestyle were identified: appearance awareness, self-confidence, authoritativeness, and achievement. 2. The result of t-test between homosexual and heterosexual men in clothing behaviors and psychological characteristics, homosexual men showed higher scores in fashion innovativeness, fashion opinion leadership, preference for up-to-date style, and appearance awareness of lifestyle characteristics. 3. From the result of analyzing the effects of psychological characteristics on 4 variables of clothing behaviors, appearance awareness of lifestyle characteristics was found to be the most influential factor for all the clothing behavior variables in both groups.

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중환자실 간호사의 기관 내관 기낭관리의 지식과 수행정도 (Knowledge and Management of Tracheal Tube Cuffs Among ICU Nurses in Korea)

  • 장선주;송미순
    • 성인간호학회지
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    • 제21권6호
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    • pp.570-579
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    • 2009
  • Purpose: The aim of this research was to determine knowledge and management of tracheal tube cuffs among nurses of ICU. Methods: This descriptive survey recruited 150 nurses working at 8 different adult ICUs within 2 tertiary hospitals in Seoul. A survey questionnaire was developed to measure cuff management. The internal reliability of the tool was examined by Cronbach's ${\alpha}$. Descriptive statistics and multiple regressions were used to analyze data. Results: Among the 150 nurses, 94.0% replied that they would measure the pressure themselves. With regard to nurses' knowledge about tracheal tube cuffs, only 6% answered that they knew 'the appropriate cuff pressure'. The existence of a measuring device (p < .001), a guideline (p < .001), the level of knowledge on its related complications(p = .003), and clinical experience (p < .001) together accounted for 35.0% of the total variation in cuff management. They pointed out that the lack of time and the lack of education were major barriers to appropriate management; whereas education update was the most imperative factor for good management. Conclusion: ICU nurses have inappropriate knowledge and practice in cuff management. Therefore continuing education is necessary for better practice of tracheal tube cuff management.

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목표내용이 공학도의 실패내성에 미치는 영향: 대학생, 대학원생, 전문가를 중심으로 (Effects of Goal Contents on Failure Tolerance: In Focus of Engineering Undergraduates, Graduates, and Experts)

  • 박수원;신종호;이선영;이병윤;이신형
    • 공학교육연구
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    • 제18권5호
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    • pp.11-21
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    • 2015
  • The purpose of this study was to examine the effects of goal contents on failure tolerance in engineers (i.e., students and experts in engineering). Based on the goal contents theory, which is a sub-theory of self-determination theory, three intrinsic goals (i.e., self-growth, help, social concern) and two extrinsic goals (i.e., money, fame) were under investigation. A total of 398 participants (118 undergraduate students, 181 graduate students, 99 experts) answered survey questions. In the hierarchical multiple regressions, self-growth goal was entered as the first model, then, to the second model, the other four goals were added. The results showed that social concern goal significantly predicted failure tolerance among all engineer groups. Self-growth goal was closely associated with failure tolerance in undergraduate students and graduate students. Help goal was significant only among graduate students. These results suggest that pursuing intrinsic goals, especially, social concern goal is important to increase failure tolerance. Establishing infrastructure and educational climate for pursuing social concern goal can facilitate the development of personal expertise in engineers as well as the improvement of society.

유아의 행복에 대한 유아의 정서성과 어머니의 우울 및 양육행동의 영향 (Child's Happiness: Effects of Emotionality, Mother's Depression and Parenting Behaviors)

  • 권연희
    • 한국생활과학회지
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    • 제22권4호
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    • pp.525-537
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    • 2013
  • This study investigated the relations among a child's emotionality, mother's depression and parenting behaviors in predicting a child's happiness. Participants were 384 children(175 boys, 209 girls) and their mothers. The teachers completed the rating scale to measure a child's happiness. A child's emotionality, mother's depression and parenting behaviors were assessed by a mother-reported questionnaire. The collected data was analyzed using descriptive statistics, correlations, and hierarchical multiple regressions. Results showed that child's emotionality was negatively related to their happiness. Mother's depression had a negative relation to child's happiness. Mother's warmth-encouragement, overprotection-permission, and reject-nonintervention was significantly related to a child's happiness. Hierarchical regression analysis indicated that the interaction of child's emotionality and mother's reject-nonintervention predicted child's happiness. Child's emotionality, whose mother demonstrated a higher level of reject-nonintervention, was associated significantly with happiness. In addition, the association between mother's depression and child's happiness was mediated by mother's warmth-encouragement and reject-nonintervention. Results suggest the importance of mother's role in the context of intervention planning for child's happiness.

응급실 간호사의 건강신념이 낙상예방활동에 미치는 영향 (Effects of Health Belief on Fall Prevention Activities of Emergency Room Nurses)

  • 박민경;김현영
    • 간호행정학회지
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    • 제20권2호
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    • pp.176-186
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    • 2014
  • Purpose: The purpose of this study was to analyze factors affecting fall prevention activities of emergency room (ER) nurses based on their health belief factors (perceived susceptibility, perceived benefits, perceived severity, perceived barriers, and cues to action). Methods: The study design was a descriptive survey using questionnaires which were given to 127 emergency room nurses from two regional emergency medical centers, four local emergency medical centers, and two local emergency medical facilities. Data were analyzed using descriptive analysis, t-test, one-way ANOVA with LSD test, Pearson correlation, and multiple regressions. Results: ER nurses' fall prevention activities had a mean of $3.78{\pm}0.50$. Eight individual characteristics and health belief factors accounted for 30.8% of the fall prevention activities. Fall prevention activities were found to be positively affected by emergency medical facilities, perceived benefits, and cues to action and negatively affected by factors, such as ER career and perceived severity. Conclusion: The results indicate that it is necessary to formulate a plan for enhancing perceived benefits and cues to action to improve fall prevention activities. In addition, fall prevention activities should be encouraged for ER nurses who have worked in local medical institutions for less than 1 year or more than 5 years.

차량 아이들 감성진동 평가를 위한 진동평가지수의 연구 (Development of Vibration Index for the Objective Evaluations of Idle Vibration Quality in a Passenger Car)

  • 박홍석;이상권;윤기수;이민섭
    • 한국소음진동공학회논문집
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    • 제22권3호
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    • pp.214-222
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    • 2012
  • Driver's feeling is variously affected by lots of components such as engine, frame, wheels, and seats during the operation of automobiles. The main objective of this research is to identify the correlation between subjective evaluation and vibration metrics that was set by ISO to investigate development of the car vibration quality index using multiple linear regressions(MLR). A previous research related with automotive vibration quality used the method of calculating acceleration values of the point of a seat, a seat back, foot as RMS for objective evaluation. The automotive comfort is determined by RMS values. In comparison with the previous research, this study includes not only the vibration metrics, but also subjective values by jury evaluation. By indentifying the correlation between subjective evaluation and vibration metrics, the automotive vibration quality index is developed through MLR. Based on the results of this study, the proposed the automotive vibration quality index which developed through MLR will be helpful to obtain objective and reliable automotive comfort values.

혈액투석 환자의 건강상태 예측요인: 2년 종단연구 (Predictors of Health Status in Patients with Hemodialysis: A Two-year Longitudinal Study)

  • 차지은
    • 임상간호연구
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    • 제22권3호
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    • pp.359-367
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    • 2016
  • Purpose: The purpose of this study was to examine the effects of physical, psychological, and social factors on the health status of patients undergoing hemodialysis using longitudinal data. Methods: Two surveys were conducted within a period of two-year. A total of 75 patients participated in both surveys. Eight variables including symptoms, treatment belief, hope, meaning-focused coping, family support, friend/peer support, healthcare provider support, and health status were measured. Data were analyzed by paired t-test, Pearson's correlation coefficients, and hierarchical multiple regressions. Results: The mean age of the participants was 47.31 and the average duration of dialysis was 8.27 years. There was no difference in scores on perceived health status between the two year-interval surveys. The two-year follow-up on perceived health status was correlated with baseline perceived health status, friend/peer support, meaning-focused coping, hope, and symptoms. As the result of the regression analysis, friends/peer support (${\beta}=.31$, p=.013) and baseline perceived health status (${\beta}=.30$, p=.020) were found to be significant predictors of subsequent health status which explained 39.0% of the variance. Conclusion: This study suggests the importance of psychosocial resources for positive health outcomes in patients with a chronic illness. Nursing interventions aimed to provide renal peer support need to be developed and tested.

뇌졸중 환자의 재발염려에 영향을 미치는 요인 (Factors related to Fear of Recurrence in Stroke Patients)

  • 정지원;김정희
    • 기본간호학회지
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    • 제22권2호
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    • pp.190-197
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    • 2015
  • Purpose: Recently, the number of post-stroke survivors has increased. The physical deficits following stroke have been well studied, but there is little information on fear of recurrence in stroke patients. Objective: The purpose of this study was to investigate the health risk behaviors, health motivation and sense of control on fear of recurrence after a stroke. Method: Data were collected through a questionnaire that included items on general characteristics. Participants were recruited from the convalescent centers and outpatients clinics. Participants completed the mastery scale, health motivation scale, and a fear of stroke recurrence scale. The data were analyzed using hierarchial multiple regressions analysis with SPSS version 18.0. Results: Levels of fear of recurrence, health motivation and sense of control were moderate with means of 19.76(SD=5.15), 26.85(SD=5.10), and 16.69(SD=4.65), respectively. Health motivation and sense of control contributed to fear of recurrence. The variables explained 30.5% of variance in fear of recurrence. Conclusions: Results indicate that interventions for fear of recurrence management after stroke should take into account health motivation and sense of control.

The Relationship between Sleep Disorders, Job Satisfaction, Practicing Health Promoting Behavior, Quality of Life and turnover intention of Shift Nurses and Non-shift Nurses

  • Kim, Jeoung-Mi;Vasuki, R
    • International journal of advanced smart convergence
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    • 제8권4호
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    • pp.58-67
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    • 2019
  • The purpose of this study was to examine the relationship between sleep disorders, job satisfaction, health promotion behavior, quality of life, turnover intention. And also to find the predicting factors on turnover intention of shift and non-shift nurses. A descriptive study design was used. Study subjects were 239 nurses worked as a shift (167) and non-shift (72) in two general hospitals in P city. Turnover Intent, Sleep disorders, Job satisfaction, practicing health promotion profile and quality of life scales were used to collect the data. Data were analyzed by descriptive statistics and Pearson's correlation coefficient for find the relationship between study variables. Stepwise multiple regressions used to find predicting factors of turnover intention with other variables. The shift group showed lower Job satisfaction, practice of health promotion behavior and intention of turnover than non-shift nurses. The most important predictive factors of turnover intention in of shift group was job satisfaction (β =-. 477, p <.001) and non-shift group was health promotion behavior (β =-. 295, p = .040) than other factors. Findings showed that turnover intention highly influenced by job satisfaction than health promoting behavior and quality of life. This study suggests organizational efforts to provide sufficient staffing and nurse managersshould make more concentration to allot work schedule in order to avoid over load shift nurses and promote quality of client care.