• Title/Summary/Keyword: Five-Factors Analysis

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Correlation Analysis and Estimation Modeling Between Road Environmental Factors and Traffic Accidents (The Case of a 4-legged Signalized Intersections in Cheongju) (도로환경요인과 교통사고의 상관분석 및 사고추정모형 개발 (청주시 4지 신호교차로를 중심으로))

  • Park, Jeong-Sun;Kim, Tae-Yeong;Yu, Du-Seon
    • Journal of Korean Society of Transportation
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    • v.25 no.2 s.95
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    • pp.63-72
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    • 2007
  • The purpose of this study is to develop a traffic characteristic analysis, a correlation analysis with the variables of traffic characteristics, and accident estimation models while recognizing the seriousness of the traffic accidents. The analyses deal with the 181 4-legged signalized intersections that accounted for 1,183 out of 3,115 accidents in Cheongju in 2004. After measuring ADT, intersection area, average lane width, elevation, and other items as independent variables and the number of traffic accidents, the traffic accident rate (accidents per million entering vehicles) and equivalent property damage only (EPDO) figures as dependent variables which are estimated as influencing signalized intersection accidents, the estimation models are developed using correlation analysis and multiple regression analysis. In the analysis of the number of traffic accidents, the model indicates an $R^2$ of 0.612, and five independent variables are taken as significant factors. In the analysis of traffic accident rates, the model indicates an $R^2$ of 0.304 and five significant factors, including intersection area and ADT. Also, for the analysis or the EPDO numbers, which coincides with understanding the seriousness of the traffic accidents and the traffic characteristic analysis, the model indicates an $R^2$ of 0.559, and four independent variables (ADT, main street average lane width, elevation, and speed limit) as significant factors.

A Study on Job and Task Satisfaction of Physiotherapist -Focusing on Employees in Orthopedic Manual Therapy Part- (물리치료사의 직업 및 직무만족도에 관한 연구 - 정형도수치료 직무 중심으로 -)

  • Park, Youn-Ki
    • The Journal of Korean Academy of Orthopedic Manual Physical Therapy
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    • v.19 no.1
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    • pp.21-31
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    • 2013
  • Background: The purpose of this survey is to determine the job and task satisfaction of physiotherapists. These are important factors because they are directly connected to both morale and work efficiency. Methods: Data was collected from March 9th, 2013 to April 15th, 2013 using self-administered questionnaires. First, Cronbach Alpha coefficient was used to evaluate date reliability. Further data analysis used mean and standard deviation to determine frequency and satisfaction for each characteristic. To determine the significance of job and task satisfaction, T-test and an analysis of variance were performed. Also, regression analysis was used to find out a relation between job satisfaction of physiotherapist and task satisfaction of orthopaedic physical therapy. Result: This survey includes results from 197 physiotherapists who engage in orthopaedic physical therapy from major, medium and small cities. The general characteristics of survey respondents include: 112 males (56.9%), 85 females (43.1%); 123 in their twenties (62.4%), 56 in their thirties (28.4%), and 18 over forty (9.1%); 156 had less than five years work experience in orthopaedics, 25 had six to ten years, and 16 had more than eleven years work experience. In the physiotherapist's job satisfaction survey (out of 5), males averaged 3.71 and females averaged 3.43. Individuals with less than five years in the career averaged 3.5, 3.69 for between 6 to 10 years in career, 3.87 for over 11 years in career; this showed a significant difference. Results of the sub-factors of job satisfaction were 3.81 for self-esteem and 3.21 for prospect of occupation. Results of task satisfaction in orthopaedic therapy showed a significant difference between 4.03 for males and 3.66 for females. For sub-factors of task satisfaction scores were 3.81 for vision, 4.29 for task adoption, and 3.57 for task recognition. Conclusion: Physiotherapists will be satisfied when their motivation to work and morale are increased by concerns such as improving the education environment, expert physiotherapist adoption issue, and medical law revision.

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A Study on the Image to Be Promoted for Preschoolers' Sportswear (유치원 체육복 추구(幼稚園 體育服 追求) 이미지에 관(關)한 연구(硏究))

  • Han, Gyung-Hee
    • Journal of Fashion Business
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    • v.10 no.2
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    • pp.194-206
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    • 2006
  • With the change of social paradigm, the number of child care facilities is increasing and, accordingly, demand for sportswear for preschool children is also growing. Considering this trend, the present study purposed to subdivide the preschooler' sportswear market, which is currently using uniform design, and diversify the images of preschoolers' sportswear utilizing information on preschoolers' sportswear market, to produce high-quality sportswear of reasonable price, and to induce the development of various materials and designs. The results of this study are as follows. First, according to the result of paired t-test on the current image of preschoolers' sportswear and its future image to be promoted, among 22 items of sportswear image, the scores of comfortable and active images were highest. According to the results of factor analysis, five factors were identified, and kindergarten directors gave the highest score to plain image for preschoolers' sportswear and the lowest score to elegance image. This suggests that there should be active and diverse approaches to sportswear design. When the mean score of factors was compared among preschoolers' sportswear image to be promoted in the future, high-class elegant image got the highest score and was followed by functional image. In addition, lively and neat image got the lowest score. Second, when we analyzed the correlations between the five factors of image identified through factor analysis and three groups formed through cluster analysis in order to classify buyers based on the current images of preschoolers' sportswear and future images to be promoted, kindergarten directors were found to emphasize functional image currently in selecting sportswear for their children but to promote elegant image for future sportswear.

Analysis of Multicultural Factors in Integrated Textbook for Elementary School- Around the First and Second Grades (초등학교 통합 교과서의 다문화요소분석 - 1, 2학년 통합 교과서를 중심으로 -)

  • Kang, hyun-joo;Kim, Chee-yong
    • Journal of Korea Multimedia Society
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    • v.21 no.10
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    • pp.1221-1235
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    • 2018
  • This study aims to analyze the multicultural content of the Korean Elementary School Textbook revised in 2015. This study abstracted the framework of multicultural factors for analysis of multicultural contents from the research on "Revision Guidelines by Analysis of Multicultural Factors in Secondary Curriculum and Textbook". The analyzed textbook is the integrated winter textbooks for both the first and second grades revised curriculum in 2015. Several findings were represented as follows: first, the frequency of multicultural content displayed five times in first grade and nineteen times in second grade respectively. Second, the analyzed textbooks did not include contents directly associated with multiculturalism. Activities and experience is important in the acceptance of unfamiliar cultures Thus, multicultural contents' frequency of within textbooks is very crucial. Finally, the revised curriculum focused on activities and experiences about the theme and content in the textbook and was developed around block chassis. For teaching the textbook content, teachers must perfectly understand textbooks through teacher training. The textbooks of reflecting right values on multiculturalismIn. this respect, elementary school curriculum and textbook content should be improved by supplementary revision fitting for the growth of humanity in the multicultural era.

Effects of Shopping Orientation on Brand Loyalty and Shopping Satisfaction of Fashion Outlet Consumers (패션 아울렛 소비자의 쇼핑성향이 브랜드 충성도 및 쇼핑만족도에 미치는 영향)

  • Lee, A-Ram;Yoo, Tai-Soon
    • Journal of the Korean Society of Costume
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    • v.60 no.2
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    • pp.114-129
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    • 2010
  • The purpose of this study were to identify shopping orientation for fashion outlet consumers and its significance in influencing brand loyalty and shopping satisfaction. This study will propose results which help to better understand shopping orientation of fashion outlet consumers. A questionnaire was administered to 326 20s male and female living in Daegu Gyeongbuk during October of 2008. Data were analyzed by using Factor analysis, Reliability analysis, t-test and Regression analysis. The results of the research are as follows: First, The shopping orientation could be into 5 dimensions: pleasure tendency, fashion tendency, name brand tendency, prudence buying tendency, economic tendency. Brand loyalty were factor analyzed resulting three factors such as brand loyalty, brand care and brand knowledge. Brand loyalty factors of brand loyalty and brand knowledge had a positive effect on fashion tendency, name brand tendency. Brand care has a positive effect on name brand tendency and economic tendency. Second, Shopping satisfaction were factor analyzed resulting five factors such as product, store atmosphere, service store reputation, location convenience and price. Outlet product had a positive effect on fashion tendency, name brand tendency, prudence buying tendency and while all other factors showed a positive effect on preferences to follow trends. However, outlet price had a positive effect on only those consumers possessing a economic tendency.

Studying Factors Affecting Environmental Accounting Implementation in Mining Enterprises in Vietnam

  • NGUYEN, Thi Kim Tuyen
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.5
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    • pp.131-144
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    • 2020
  • The study investigates the impact of factors on environmental accounting implementation in mining enterprises in Binh Dinh province, Vietnam. The survey was carried out in three phases: 1) a draft survey form; 2) in-depth interviews with experts; 3) design questionnaire. The survey respondents were people who had knowledge of environmental information in mining enterprises in Binh Dinh province, including: accountant, chief accountant, financial deputy director or director. The questionnaire was is sent directly or through Google Form tool. The author received 162 responses votes from the survey respondent, out of which 13 were unusable due to missing data. Thus, 149 valid responses votes were used. This study employs Cronbach's alpha analysis, exploratory factor analysis and multivariate regression analysis. The results showed the influence of five different factors on environmental accounting implementation in mining enterprises in Binh Dinh province: stakeholders pressure, corporate characteristics, coercive pressure of government agencies, environmental awareness of senior managers and accountant qualifications of environmental accounting. While the pressure of stakeholders has a negligible influence, the remaining four factors (coercive pressure of government agencies, environmental awareness of senior executives, business characteristics, accountant qualifications of environmental accounting) have significant effect on environmental accounting implementation in mining enterprises in Binh Dinh province, Vietnam.

Factors Affecting the Success of IT Service Venture Firms (IT서비스 벤처기업 성공에 영향을 미치는 요인)

  • An, Won Young;Oh, Jay In
    • Journal of Information Technology Services
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    • v.16 no.4
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    • pp.47-64
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    • 2017
  • Three years after establishment, companies are said to face a period of risk called the "valley of death." To start a venture company and make it sustainable, the chance of failure must be minimized. According to an in-depth assessment report on special taxation in 2015, the one-year survival rate of Korean companies was about 60 percent and the five-year survival rate about 30%. These rates are low compared to those of major OECD member countries. Worse, such rates in Korea are decreasing year by year. The purpose of this study is to classify the success factors behind venture companies into human capital, social capital and financial capital, and verify through empirical analysis the factors influencing the success of venture companies based on the mediating roles of capability of the startup team and that for innovation. To find the success factors behind venture companies, this study first examined the theories derived from previous studies. SPSS 21 was used as the study method, while descriptive statistics, exploratory factor analysis and CMB test were conducted. In addition, SmartPLS 2 was used for confirmatory factor analysis, hypothesis test, mediation effect. The results of this study can help efforts toward job creation and economic revitalization pursued by the creative economy policy of the incumbent Korean administration. They can also be used as the cornerstone for venture companies in their pursuit of success.

Categorization of Traffic Type According to Seoul-City Administrative District Using Cluster Analysis (군집분석을 이용한 서울시 행정구역별 교통유형 분류)

  • Han, Mahn-Seob;Oh, Heung-Un
    • International Journal of Highway Engineering
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    • v.14 no.4
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    • pp.133-140
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    • 2012
  • PURPOSES : Traffic situation of Seoul City is different each administrative district. because each administrative district population, average travel speed, etc are different. thus, regionally differentiated policy is necessary. METHODS : In this study, first, it is to implement the cluster analysis using the traffic factor of twenty-five administrative districts in Seoul, categorize it into the cluster and understand the properties. second, related factors of speed were derived. and method to increase the speed was investigated. we choose the eleven traffic factors such as the number of traffic accident cases, total length, speed, the number of cross section, the number of cross section per km, the rate of roads, registered cars, population attending office and school, population density, area. RESULTS : In the results, first, we could categorize the Seoul-City administrative district into three clusters. in order to find Factors associated with speed a simple regression analysis was performed. and the number of intersections per km is closely related to the speed. CONCLUSIONS : Through this study, transportation policies reflecting local traffic-related characteristics are required.

A Study on Factor Analytical Methods and Procedures for PLS-SEM (Partial Least Squares Structural Equation Modeling)

  • YIM, Myung-Seong
    • The Journal of Industrial Distribution & Business
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    • v.10 no.5
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    • pp.7-20
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    • 2019
  • Purpose - This study provides appropriate procedures for EFA to help researchers conduct empirical studies by using PLS-SEM. Research design, data, and methodology - This study addresses the absolute and relative sample size criteria, sampling adequacy, factor extraction models, factor rotation methods, the criterion for the number of factors to retain, interpretation of results, and reporting information. Results - The factor analysis procedure for PLS-SEM consists of the following five stages. First, it is important to look at whether both the Bartlett test of sphericity and the KMO MSA meet the qualitative criteria. Second, PAF is a better choice of methodology. Third, an oblique technique is a suitable method for PLS-SEM. Fourth, a combined approach is strongly recommended to factor retention. PA should be used at the onset. Next, it is recommended using the K1 criterion. In addition, it is necessary to extract factors that increase the total variance explanatory power through the PVA-FS. Finally, it is appropriate to select an item with a factor loading into 0.5 or higher and a communality of 0.5. Conclusions - It is expected that the accurate factor analysis processed for PLS-SEM as previously presented will help us extract more precise factors of the structural model.

Analysis of the Motives for Food Choice Using Food Choice Questionnaire (Food Choice Questionnaire 방법을 적용한 식품선택 동기요인 분석)

  • Kim, A Young;Lee, Seul Ki;Lee, Min A
    • Korean journal of food and cookery science
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    • v.31 no.3
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    • pp.352-359
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    • 2015
  • The purpose of this study was to analyze the motives for food choice using a Food Choice Questionnaire (FCQ). A FCQ, an instrument that measures the reported importance of nine factors underlying food choice, was administered to a representative sample of 157 adult respondents from 21 to 27 October 2013. Statistical analyses such as Descriptive statistics, Factor analysis, Reliability analysis, Pearson correlation, independent samples t-test, and analysis of variance (ANOVA) were performed on the data using the SPSS PASW Statistics 18.0 for Windows. According to the results, five food choice motivation factors were discerned: health, sensory and mood, convenience, price, and familiarity. The most important factors reported were price, sensory and mood, convenience, health and familiarity. We found that food choice motivation is distinguished by age, frequency of eating out, and consumption of HMR. Females in this study gave higher importance scores to health, sensory and mood, and familiarity. There were higher correlations between 'health' and 'sensory appeal and mood'.