• Title/Summary/Keyword: Coefficient of Determinant

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The Effect of Outdoor Air and Indoor Human Activity on Mass Concentrations of Size-Selective Particulate in Classrooms (대기오염과 실내 거주자의 활동도가 교실 내부의 입자 크기별 먼지 농도에 미치는 영향)

  • Choi, Sang-Jun
    • Journal of Environmental Health Sciences
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    • v.34 no.2
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    • pp.137-147
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    • 2008
  • This study evaluated the effects of the human activity and outdoor air on concentrations of size-selective particulate matters (PM) by conducting a realtime measurement in classrooms and on roofs at 4 elementary schools, 3 middle schools and 3 high schools in Incheon City. PM concentrations featured repetitive pattern of increasing during break time (including lunch hours) and cleaning time while decreasing during class hours. This trend was more prominent with inhalable PM and PM10 than fine PMs (PM2.5, PM1.0). The indoor/outdoor (I/O) ratio of inhalable PM and PM10 exceeded 1 while that of fine PMs was close to or below 1. The PM2.5 (out)/PM10 (out) ratio stood at 0.59 (${\pm}0.16$) and the PM2.5 (in)/PM10 (in) ratio was 0.29 (${\pm}0.09$), suggesting that occupant activity had a greater effect upon coarse particles (PM10-PM2.5) than upon fine particles (PM2.5, PM1.0). The correlations between the indoor and the outdoor PM concentrations showed a stronger positive correlation for fine particles than that of coarse particles. The linear regression analysis of PM concentrations indoor and outdoor indicated a higher determinant coefficient ($r^2>0.9$), and consistency for fine particles than in case of coarse particles. In conclusion, the results of this study suggest that the indoor coarse particle concentration is more attributed to occupant activity and the indoor fine particle concentration is more influenced by outdoor air pollution.

Job Analysis of School Health Teachers Working at High School using DACUM Technique (고등학교 보건교사 DACUM 직무분석)

  • Cho, Kyung Sook
    • Journal of the Korean Society of School Health
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    • v.29 no.3
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    • pp.167-179
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    • 2016
  • Purpose: This study was performed to analyze the job of school health teachers working at high schools in Seoul, using DACUM (Developing a curriculum), a method for analyzing job-focused competency. Methods: A DACUM workshop was held to define school health teachers' role and identify their duties and tasks. For the workshop, a committee was organized, consisting of 5 school health teachers. Finally, the developed contents, after validation, were made into a survey asking about school health teacher's duties and tasks and the survey was carried out on 37 school health teachers. Results: 14 duties and 90 tasks were identified on the DACUM chart. The importance, difficulty, and frequency of the tasks were represented with ${\alpha}$ bet A, B, and C, with A being the highest degree. The duty with the biggest determinant coefficient (DC) was 'management of emergency patients' (DC=7.95), while the lowest was 'management of health clinic supplies' (DC=4.33). In terms of tasks, the one with the biggest DC was 'conducting physical assessment for emergency patients' (DC=7.8), followed by 'conducting health classes' (DC=7.79). 'Supervising school lunch' (DC=2.02) and 'supervising self-study' (DC=2.42) were the tasks with the smallest and the second smallest DC. Conclusion: The results of the study show that school health teachers'job expanded to include preventive activities such as health education, health counseling, and health promotion activities. The results of this study can serve as basic data for developing training programs for school health teachers as well as an evaluation-scale to measure school health teachers' job performance.

A Comparative Study on the Determinants of Customer Satisfaction, Revisit Intention and Word-of-mouth between STARBUCKS and DAVINCI: Focusing on the Transformative SERVQUAL (커피전문점의 고객만족, 재방문의도, 구전의도 결정요인에 관한 스타벅스와 다빈치 간의 비교연구: 변형된 SERVQUAL을 중심으로)

  • Kim, Gi-Jin;Seoung, Tae-Jong
    • Culinary science and hospitality research
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    • v.17 no.1
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    • pp.12-25
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    • 2011
  • The purpose of this study is to compare the potential effects of service quality measured in DA VINCI and STARBUCKS, which were local and overseas reputable takeout coffee shop brands respectively, upon customer satisfaction, revisit intention and word-of-mouth(WOM). In order to achieve the goal, a survey was conducted to total 230 customers who have ever visited and experienced coffee shops in Daegu metropolitan city, and valid and complete 217 copies of the questionnaire were used for the final data analysis. As a result, the determinant of customer satisfaction was coffee quality for STARBUCKS(n=94) while it included coffee quality, reliability and service attitude for DAVINCI(n=123). Respondents regarded coffee quality as the most important for revisit intention both in STARBUCKS and DAVINCI. Also, the determinants of WOM included coffee quality and reliability for STARBUCKS, and coffee quality and service attitude for DAVINCI. In addition, it was found that the path coefficient of service quality influencing both customer satisfaction and WOM proved to show partially significant difference between STARBUCKS and DAVINCI.

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Test of the Scale Effect of MAUP in Crime Study: Analyses of Sex Crime Using Nation-Wide Data of Eup-Myon-Dong and Si-Gun-Gu (범죄연구에 있어 가변적 공간단위 문제(MAUP)의 스케일효과 검증 : 전국 읍면동과 시군구를 대상으로 한 성범죄 분석)

  • Cheong, Jinseong;Park, Jongha
    • The Journal of the Korea Contents Association
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    • v.15 no.10
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    • pp.150-159
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    • 2015
  • This study attempted to test the scale effect of MAUP, particularly focusing on the spatial autocorrelation of sex crime, correlations among neighborhood structural variables, and causal mechanism leading to sex crime. Analysis results of nation-wide Eup-Myon-Dong and Si-Gun-Gu data discovered that the spatial autocorrelation, correlations among independent variables, and determinant coefficient of multiple regression of Si-Gun-Gu level were generally bigger and stronger than those of Eup-Myon-Dong, which appeared to be due to the averaging effect. Regarding the causal effect to sex crime, two interesting results were found: First, the ratio of non-apartment residency lowered sex crime at both levels contrary to the hypothesis. Second, the ratio of food and lodging increased sex crime only at Eup-Myon-Dong level. These suggested that future research need to perform more detailed analyses dividing data into subsets such as urban vs. rural and/or economically advantaged vs. disadvantaged areas.

Job Analysis of the Nursing Unit Managers of Women's Hospital Using DACUM Analysis (DACUM 직무분석 기법을 이용한 여성병원 간호단위관리자의 직무분석)

  • Son, Kyoung-Suk;Cho, Kyung Sook
    • Women's Health Nursing
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    • v.25 no.3
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    • pp.239-257
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    • 2019
  • Purpose: To analyze the job of nursing unit managers working at women's hospital, using DACUM (developing a curriculum), DACUM is a method for analyzing job-focused competency. Methods: This study involved a descriptive survey. A DACUM workshop was held to define women's hospital nursing unit managers' role and identify their duties and tasks. For the workshop, a committee was formed consisting of 5 women's hospital nursing unit managers. Finally, after validation, the developed contents were made into a survey asking about nursing unit manager's duties and tasks. Results: Sixteen duties and 83 tasks were identified on the DACUM chart. The importance, difficulty, and frequency of the tasks were ranked in terms of A, B, and C, with A being the highest degree. Eight tasks received A's all in importance, difficulty, and frequency of performance. The 8 tasks were: 'taking over', 'taking care of seriously ill patients on handover', 'ward rounding', 'analyzing and resolving demands identified during handover and patient tour', 'reporting patient status during rounding', 'promoting breast-feeding', 'uterine contraction, and training for breast-feeding'. The duty with the biggest determinant coefficient (DC) was 'patients complaint management' (DC=7.09). Based on tasks, the one with the biggest DC was 'solving patient and patient guardian's complaints' (DC=7.53), followed by 'making infection control guidelines' (DC=7.5). Conclusion: When expanding the nursing staff of the hospital, women's hospitals nursing unit managers also need to use administrative functions as intermediaries to focus on the operation management of the entire hospital rather than direct nursing to suit their role.

An Analysis of the Key Factors Affecting Apartment Sales Price in Gwangju, South Korea (광주광역시 아파트 매매가 영향요인 분석)

  • Lim, Sung Yeon;Ko, Chang Wan;Jeong, Young-Seon
    • Smart Media Journal
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    • v.11 no.3
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    • pp.62-73
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    • 2022
  • Researches on the prediction of domestic apartment sales price have been continuously conducted, but it is not easy to accurately predict apartment prices because various characteristics are compounded. Prior to predicting apartment sales price, the analysis of major factors, influencing on sale prices, is of paramount importance to improve the accuracy of sales price. Therefore, this study aims to analyze what are the factors that affect the apartment sales price in Gwangju, which is currently showing a steady increase rate. With 6 years of Gwangju apartment transaction price and various social factor data, several maching learning techniques such as multiple regression analysis, random forest, and deep artificial neural network algorithms are applied to identify major factors in each model. The performances of each model are compared with RMSE (Root Mean Squared Error), MAE (Mean Absolute Error) and R2 (coefficient of determination). The experiment shows that several factors such as 'contract year', 'applicable area', 'certificate of deposit', 'mortgage rate', 'leading index', 'producer price index', 'coincident composite index' are analyzed as main factors, affecting the sales price.

The Causal Relationship of Early Adolescents' Personal Variables and Social Support on Self-Esteem According to Grade (초기 청소년의 학년에 따른 개인적 변인, 사회적 지지와 자아존중감 간의 인과적 관련성)

  • Kim, Kyong Yeon;Kim, Na Hyeon
    • Human Ecology Research
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    • v.52 no.5
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    • pp.483-494
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    • 2014
  • The purpose of this study was to investigate the causal relationship of early adolescents' personal variables and social support on their self-esteem by grade. Information on 226 6th graders from elementary schools and 226 1st year students from middle schools in Busan was collected. Early adolescents' prosocial behavior, academic achievement, social support, and self-esteem were assessed using their self-reports. For the data analysis, Cronbach's ${\alpha}$, t -test, Pearson's correlation coefficient, and multiple regression were used. The collected data were analyzed by the SPSS ver. 21.0 program for Windows. The major findings were as follows: first, early adolescents' prosocial behavior, academic achievement, social support demonstrated a significant difference between grades. Second, peers' social support was the most powerful determinant of self-esteem in both the 6th graders from elementary schools and the 1st year middle school students. Third, prosocial behavior had the greatest total effect on self-esteem in the case of both groups of students. The middle schoolers' academic achievement had no causal effect on their self-esteem. The findings from this study indicate that early adolescents' personal variables and social support are important elements that affect their self-esteem differently depending on their grade. Further, the findings of this study can be used as fundamental data to develop a teaching plan and provide counseling for early adolescents in order to increase their self-esteem.

Experimental Study on the Time-dependent Property of Chloride Diffusivity of Concrete (콘크리트의 염소이온 확산계수의 시간의존성에 대한 실험적 고찰)

  • Choi, Doo Sun;Choi, Jae Jin
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.29 no.4A
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    • pp.365-371
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    • 2009
  • It is time-consuming to estimate chloride diffusivity of concrete by concentration difference test. For the reason chloride diffusivity of concrete is mainly tested by electrically accelerated method, which is accelerating the movement of chloride ion by potential difference. In this study, portland cement concrete and concrete containing with ground granulated blast-furnace slag (40 and 60% of cement by weight) with water-cementitious material ratio 40, 45, 50 and 60% were manufactured. To compare with chloride diffusivity calculated from the electrically accelerated test and immersed test in artifical seawater, chloride diffusivity tests were conducted. From the results of regression analysis, regression equation between accelerated chloride diffusivity and immersed chloride diffusivity was linear function. And the determinant coefficient was 0.96 for linear equation.

Converged Study on Development and Evaluation of Stress with clinical practice Scale for Nursing Students (간호대학생의 임상실습스트레스 측정도구 개발 및 평가에 관한 융합연구)

  • Park, Jin Kyoung;Lim, Su-Jin
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.189-197
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    • 2017
  • This study was done to develop and to evaluate a stress of clinical practice scale for nursing students. Based on a literature review, the first preliminary 40 questions were developed, which content validation by expert reviewers and a pilot study. To evaluate the validity and reliability of this preliminary scale, data were collected from 426 nursing students. Thirty seven items were selected for the final scale, and categorized into 8 factors explaining 66.61% of total variance. The convergent validity and determinant validity were 100.0%, respectively. Cronbach's alpha coefficient for the 37 items was .96. The scale developed in this study that can be used to measure the stress with clinical practice of nursing students.

Impact of the Crossed-Structures Installed in Streams and Prediction of Fish Abundance in the Seomjin River System, Korea (하천에 설치된 횡구조물의 영향 및 섬진강 수계의 어류 풍부도 예측)

  • Moon, Woon Ki;Noh, Da Hye;Yoo, Jae Sang;Lim, O Young;Kim, Myoung Chul;Kim, Ji Hye;Lee, Jeong Min;Kim, Jai Ku
    • Ecology and Resilient Infrastructure
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    • v.9 no.2
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    • pp.100-106
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    • 2022
  • The relationships between river length and weir density versus fish species observed were analyzed for 210 local rivers in the Seomjin River system (SJR). A nonlinear exponential relationship between river length and number of fish species were observed. Model coefficient was 0.03 and coefficient of determinant (R2) was 0.59, meaning that about 59.0% of total variance was explained by river length variable. Predicted value by model and observed number of species showed a difference. About 110 local rivers (about 52.4%) showed lower value than predictive value. The average index of weir's density (IWD) in the SJR was about 2.7/km, which was significantly higher than that of other river basins. As a result of nonparametric 2-Kimensional Kolmogorov-Smirnov (2-DKS) analysis based on the IWD, the threshold value affecting fish diversity was about 2.5/km (Dmax=0.048, p<0.05). Above the threshold value, it means that the number of fish species would be decreased. In fact, the ratio of the expected species to the observed species was lowered to less than 70%, when the IWD is higher than the threshold value. To maintain aquatic ecological connectivity in future, it is necessary to manage IWD below the threshold value.