• Title/Summary/Keyword: Regression program

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Development of Time-Cost Models for Building Construction Projects in Bangladesh

  • Rahman, MD. Mizanur;Lee, Young Dai;Ha, Duy Khanh;Chun, Yong Hyun
    • Journal of Construction Engineering and Project Management
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    • v.4 no.3
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    • pp.13-20
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    • 2014
  • Estimating time and cost is an important mission in the early phase of a construction project, especially in feasibility study. It provides a foundation for making decision whether or not the project is performed on schedule and within budget. Thus, reliability of this estimate plays a key role in measuring the success of a project. This study was carried out to investigate the time-cost relationship in building construction projects in Bangladesh. The mathematical equation used in this study is based on Bromilow's equation. The research data were collected from sixty-three completed building projects through questionnaire survey. Type of clients, type of projects, and tender methods are the project characteristics considered in this study. The results of analysis indicated that the Bromilow's time-cost (BTC) models developed for each project characteristic are appropriate due to quite high coefficient of determination and relatively small mean percent errors. Among them, the forecasted model for time and cost according to tender methods is the best fit model. It is concluded that the BTC model could be applied in building construction project to predict its time and cost in Bangladesh. Four different regression models were also developed in this study. The results of BTC model between some selected countries were compared to gain the comprehensive view.

A Study on the Sexual Values of Institutionalized Adolescents in Terms of Ego-Identity and Perceived Emotional Support from Care Teachers (육아시설 청소년의 자아정체감과 지각된 보육사의 정서적 지지에 의한 청소년의 성가치관)

  • Lee Young-Mi;Min Ha-Young;Kim Kyong-Hwa
    • Journal of Families and Better Life
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    • v.24 no.2 s.80
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    • pp.165-175
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    • 2006
  • The purpose of this study was to examine the effects of ego?identity and rare teacher's emotional support on the value of sexuality of institutionalized adolescents. The subjects were 102 middle school adolescents in Daegu and Cyeongsangbuk Province, Korea. Ego-identity of the institutional youth, perceived emotional support of care teacher and sexual values reported by the institutionalized adolescents. The data were analyzed with an AMOS 5.5 Program by comparative fit index and a SPSS Win program 12.0 using cronbach's $\alpha$, simple regression, hierarchical multiple regression and path analysis. The findings showed that both the degree of ego-identity and perceived emotional support of care teacher exerted a significant effect on the sexual values of institutional youth. Furthermore, it is important to note that the care teacher's emotional support influenced sexual values of the youth, and was mediated by the ego-identity of the institutional youth.

An Empirical Study on Forecasting Model of Popularity Rating for Drama Programs (드라마 시청률 예측모델에 대한 실증적 연구)

  • Lee, Won-Jae;Lee, Nam-Yong;Kim, Jong-Bae
    • Journal of Digital Contents Society
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    • v.13 no.3
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    • pp.325-334
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    • 2012
  • Production of drama programs has been granted as a creative work. Thus Systematic approaches to improving quality of drama programs have hardly been tried. This research is for producing a statistical computing model that is capable of forecasting on popularity rating of drama programs produced by KBS, especially forecasting prior to the broadcasting. For the work, we traced various factors affecting on drama popularity ratings, found the relationships among the factors with a regression analysis work, and created the forecasting model on drama popularity ratings. The research result could be applied for finding proper scales of input factors necessary to drama program productions.

강수량과 지형변수의 관계: 제주도 사례연구

  • 김석중
    • Proceedings of the Korean Society of Soil and Groundwater Environment Conference
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    • 2004.09a
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    • pp.147-150
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    • 2004
  • Firstly, the precipitation data have to be interpolated for the estimation of water resources. For this purpose, the correlative analysis is made between the topographic variables, which, influence the precipitation phenomena, are classified by elevation(ELEV), slope(SLOPE), distance to the sea(SEA), obstacle (OBST), barrier(BAR), and roughness index(SHIELD), using TOVA(Topographic Variables Extraction Program) and events precipitation during the periods from january the 1st 2000 to December 31 2002. The coefficients of determination show that each event has different topographic influence and ELEV, SLOPE and OBST to the South-West, and SHIELD of every direction have close relationship with the precipitation. The multiple regression model explains 96% of the spatial variation of precipitation.

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Relationship between Health Behaviors and Factors Influencing Suicidal Ideation in Adolescents with Asthma by Gender Differences: Using Data from the 10th Korea Youth Risk Behavior Web-based Survey (천식 청소년의 성별에 따른 건강행태와 자살생각 관련 요인과의 관계: 제10차 청소년 건강행태 온라인조사 자료를 중심으로)

  • Kim, Yae Young;Yoo, So Yeon
    • Korean Parent-Child Health Journal
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    • v.20 no.2
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    • pp.49-57
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    • 2017
  • Purpose: This study was to compare the health behaviors and factors influencing on suicidal ideation according to the gender among adolescents with asthma and to examine the relationship between them. Methods: The data was obtained from the 2014 youth's risk behavior web-based study in South Korea. The data were analyzed with the SPSS/Win 21.0 program, using descriptive statistics, $x^2$ test and multiple logistic regression. Results: As the result of multiple logistic regression, the factors of health behaviors and risk related to suicidal ideation were subjective happiness, stress, depression, drug use, treatment experience due to violence in both male and female. In female, physical activity and alcohol drinking were factors related to suicidal ideation. Conclusion: Therefore, we have to develop suicide prevention program, to decrease the suicidal ideation of adolescents considering such differences by gender differences.

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A Study on the Relationship between Job Stress, Self-Efficacy and Job Satisfaction in Nurses (간호사의 업무스트레스, 자기효능감과 직무만족에 관한 연구)

  • Bong, Young-Suk;So, Hyang-Sook;You, Hye-Sook
    • Journal of Korean Academy of Nursing Administration
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    • v.15 no.3
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    • pp.425-433
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    • 2009
  • Purpose: This study was conducted to examine relationships among job satisfaction, job stress, and self-efficacy and to identify predicting factors on the job satisfaction among a general hospital nurses. Method: The subjects were 266 nurses working at C university hospital in G city. Data were collected using a self-reported questionnaires. The data were analyzed using t-test, one-way ANOVA, Scheffe test, Pearson's correlation coefficients, & multiple stepwise regression by SPSS 12.0 program. Result: The job satisfaction indicated a significant relationship to self-efficacy (r=.310, p<.001) and work stress (r=-.273, p<.001) respectively. The powerful predictors of job satisfaction were general self-efficacy (22.6%), over ₩2,500,000 at monthly income (7.3%), job stress (4.9%), work period at present unit (2.6%), which explained 41.3% of total variance of job satisfaction. It has been confirmed that the regression equation model of this research may serve as a predictor of clinical nurses' job satisfaction. Conclusions: We need to develop self-efficacy promoting and stress relief program for clinical nurses in order to improve job satisfaction.

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Effect of self-resilience and self-efficiency on the satisfaction with major in dental hygiene students (치위생과 학생의 자아탄력성과 자기효능감이 전공만족도에 미치는 영향)

  • Choi, Mi-Sook;Jang, Young-Ho;Yun, Hyun-Kyung
    • Journal of Korean society of Dental Hygiene
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    • v.14 no.2
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    • pp.155-162
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    • 2014
  • Objectives : The purpose of this study was to examine the effect of self-resilience and self-efficiency on the satisfaction with major in dental hygiene students. Methods : The data were analyzed by the frequency analysis, one-way ANOVA, Duncan post-hoc analysis, correlation analysis, multiple regression analysis using SPSS 18.0. The subjects were 411 dental hygiene students in A University in Gyeongsangbuk-do and K-University in Gyeongsangnam-do from November 4 to 15, 2013. Results : The satisfaction with major in dental hygiene students showed the positive correlation with self-resilience and self-efficiency. Multiple regression analysis revealed the optimistic attitude towards the self-resilience and self-efficiency. The explanation power was 13%. Conclusions : The self-resilience and self-efficiency had a positive effect on the satisfaction with major. It is necessary to develop the program that can help increase the self-resilience and self-efficiency, and apply such program to the curricula.

Knowledge, Attitude, and Preventive Health Behavior of Cancer in Middle-aged Men (중년남성의 암에 대한 지식, 태도 및 암 예방 건강행위)

  • Park, Youngrye;Wee, Hwee
    • The Korean Journal of Rehabilitation Nursing
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    • v.17 no.2
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    • pp.97-103
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    • 2014
  • Purpose: This study was conducted to identify the knowledge, attitude, and preventive health behavior of cancer in middle-aged men and to provide data for education program regarding cancer prevention. Methods: This study was a descriptive research using a questionnaire, which included 20 items for knowledge, 10 items for attitude, and 18 items for preventive health behavior of cancer. Data were collected from 140 middle-aged men. Descriptive statistics, t-test, one-way ANOVA and Pearson's correlation coefficients, and stepwise multiple regression analysis were used with SPSS/WIN 18.0 to analyze the data. Results: The mean score for knowledge of cancer was 11.58 (range 0~20), for attitude, 37.52 (range 5~50), and for preventive health behavior of cancer, 58.85 (range 18~90). Preventive health behavior of cancer showed a significantly positive correlation with knowledge (r=.27, p=.001) and attitude (r=.31, p<.001) toward cancer. In stepwise multiple regression analysis, knowledge and attitude toward cancer were significant factors affecting preventive health behavior of cancer. Those variables explained 12.5% of cancer preventive behavior. Conclusion: In order to develop a cancer prevention education program for middle-aged men, accurate knowledge and improving attitude should be considered. Furthermore, it is necessary to do further study with a larger random sample according to lifespan.

The Effects of Working Conditions on Internship Satisfaction of Hotel & Restaurant Management Students (산학 실습 근무 여건이 호텔 및 외식 전공 학생들의 산학 실습 만족도에 미치는 영향 - 전북 지역을 중심으로 -)

  • Mun, Min-Kuk;Jo, Mi-Na
    • Korean journal of food and cookery science
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    • v.25 no.6
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    • pp.725-738
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    • 2009
  • The purpose of this study was to investigate the effects of working conditions on internship satisfaction. Hotel & Restaurant management students at universities in Jeonju participated in this study. Out of 156 questionnaires, 149 were analyzed using SPSS 17.0 and descriptive analysis, frequency test, factor analysis, reliability test, chi-square, t-test, ANOVA, duncan's multiple regression analysis, correlation analysis and regression analysis were used. Based on the result of the conducting factor analysis, the working conditions were classified into 2 factors: work suitability and work environment. Internship satisfaction was classified into 3 factors: internship preference, education and work satisfaction, company satisfaction. Cronbach's alpha was calculated for the reliability of the survey instrument. Consequently, the working conditions were shown to affect internship satisfaction. Among the working conditions, work suitability had a lower effect on internship satisfaction than work environment. At the resort used in this study, the salary level was high, but the level of work environment, internship preference, and company satisfaction was low. The students wanted attend an internship program at the desired place to be hired and found that it was more important to be assigned to the desired department than having a higher salary.

The influence of internet-use Anatomy class on critical thinking disposition - Flipped learning method applying-

  • Kim, Jung-ae;Kim, Su-min;Yang, Dong-hwi
    • International Journal of Internet, Broadcasting and Communication
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    • v.10 no.2
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    • pp.60-67
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    • 2018
  • The purpose of this study was to examine the effects of internet-use Anatomy class, as one of the Flipped learning method, on critical thinking disposition. The class for this study was conducted from March 1 to April 10, 2018. The study involved a total of 180 people in the first year of a University located in C province. Data collection was carried out before and after the Flipped learning method application. Frequency analysis, Paired t-test, Pearson correlation, and Regression analysis were used for the analysis. According to the analysis, 28.3% of men and 71.1% of women and before applying the program analysis of correlation between Flipped learning perception and critical thinking disposition showed a significant correlation between confidence(sub-component of critical thinking) only (p<.005). Comparing the scores of critical thinking before and after the program, it was found that Truth seeking (p<.001), Open-mindness (p<.005), Confidence (p<.001), Systematicity (p<.005), Analyticity (p<.001), and Inquisitiveness (p<.001) scores had increased significantly except Maturity (p>.005). And the regression analysis of Flipped learning method applying influence on critical thinking disposition were significantly affected (p<.001). Based on the results of this study, it was possible to determine that Flipped learning method had a positive effect on critical thinking disposition.