• 제목/요약/키워드: exploratory factor analysis

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IT융합 서비스 산업 모델의 프로세스 효과성 탐색 (Exploratory Analysis to Investigate the Process Effectiveness of IT Convergence based Service Industry Model)

  • 한현수;문태은
    • Journal of Information Technology Applications and Management
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    • 제19권4호
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    • pp.227-242
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    • 2012
  • It is a daunting task to theorize the process effectiveness of IT convergence based service model. Despite the criticalness of investigating process enhancement impact of IT-convergence based service model, the theoretical research in this field is relatively scarce, possibly due to the too wide and comprehensiveness of research scope. In this vein, we conducted exploratory study to understand the contributional impact of IT convergence based service model on resolving service process limitations. We first identified five IT convergence based service models in the area of typical service industry, which include entertainment, learning, location based services, tourism, and healthcare. Our research model classified value creation factors of the IT convergence model in twofold. The one is defined as basic value creation factor of the IT convergence, which is treated as the second-order factor that consists of two first-order factors of mobile functionality and Internet with digital contents merging functionality. The other is defined as service process limitations resolving factor which are comprised with the two first-order factors of simultaneousity and perishability. Both the second-order factors are modeled, each respectively, with the two first-order factors in formative manner. Using PLS, empirical validation is executed to analyze each value creating factor's contribution impact on the relative advantage, as well as the mediating effect of basic value creation factor on resolving service process limitations. On the basis of the insights revealed from this paper, further theory building research could be elaborated in the area of IT convergence applications for service industry.

외국인 며느리를 둔 시부모의 문화적응 스트레스 척도 개발에 관한 연구 (Development and Validation of the Scale to Measure Acculturation Stress of Parents-in-law who have a Foreign Daughter-in-law)

  • 정순둘;박현주
    • 한국사회복지학
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    • 제63권2호
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    • pp.319-336
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    • 2011
  • 본 연구는 외국인 며느리를 둔 시부모를 대상으로 하여 문화적응 스트레스를 측정하기 위한 척도를 개발하고 그 신뢰도와 타당도를 검증해보고자 하였다. 이를 위하여 기존의 유학생을 대상으로 하는 문화적응 스트레스 척도를 기본척도로 하여 다문화 가정의 시부모에 적합하도록 재구성하였다. 분석 결과, 문항의 제거와 표본의 이상치 점검을 위한 문항분석을 통하여 최종적으로 11문항이 선정되었다. 다음으로 문화적응 스트레스 척도의 요인구성을 살펴보기 위하여 탐색적 요인분석을 실시하였으며 시부모의 문화적응 스트레스 척도는 '편견 및 차별감 지각', '문화적 가치관 차이로 인한 갈등', '일상생활의 불편'의 세 가지 요인으로 구성됨을 확인하였다. 이렇게 구성된 척도의 타당도를 검증하기 위하여 구조모형을 통한 확인적 요인분석을 실시하였으며 그 결과 양호한 모형적합도를 보여주었다. 척도의 신뢰도는 Cronbach's ${\alpha}$로 검증하였으며 0.86으로 나타났다.

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지역축제 평가속성과 방문객 만족 및 행동의도와의 관계 -부산국제영화제를 대상으로- (A Study on the Relationship among Evaluation Attributes of Local Festival, Visitor's Satisfaction and Behavioral Intention: A Case Study of BIFF)

  • 김홍길
    • 농촌지도와개발
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    • 제19권2호
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    • pp.409-434
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    • 2012
  • The purpose of this study is to clarify the cause and effects of evaluation attribute, visitor's satisfaction and behavioral intentions focused on Busan International Film Festival(BIFF). To achieve the study objective, 277 valid questionnaires were statistically analyzed, using frequency analysis, exploratory factor analysis, confirmatory factor analysis, reliability analysis and path analysis. The results show that the evaluation attribute of local festival exerts a positive influence on visitor's satisfaction and behavioral intention. Second, visitor's satisfaction had positive effects on behavioral intention. The regional festival can vary depending on the visit is satisfied. Consequently, it was revealed how evaluation attribute is in the visitor's satisfaction and behavioral intention in local festival.

서울시 시설거주 노인의 여가프로그램제약정도와 여가생활만족도 - 무료양로시설을 중심으로 - (The Leisure Constraint and Leisure Life Satisfaction of the Institutionalized Elderly in Seoul - Focusing on the Free Institutionalized Elderly -)

  • 박미석
    • 대한가정학회지
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    • 제43권4호
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    • pp.203-223
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    • 2005
  • This study investigated the leisure constraints and leisure life satisfaction of the institutional elderly. The respondents were 302 elderly people residing in 5 free institutionalized elderly homes in Seoul. The data were analyzed by frequency analysis, factor analysis, One-way ANOVA, Duncan's post hoc test and regression analysis using SPSS WIN 12.0 program. Exploratory factor analysis revealed that the 10 items in the proposed scale could be grouped into four factors of constraint on leisure:'physical constraint','psychological constraint','interpersonal constraint', and 'structural constraint 'There were differences in leisure constraints according to sex, age, education degree, interaction with facility colleagues, and interaction with facility staff. There were differences in leisure life satisfaction according to sex, age, having religion or not, interaction with facility colleagues, interaction with facility staff and leisure constraints. Regression analysis results indicated that the main effective factors of leisure life satisfaction were leisure constraints.

디저트 카페의 상품 선택 속성이 만족과 장기 지향성에 미치는 영향 (The Effect of Selection Attributes for Goods of Dessert Cafe on Product Satisfaction and Long-term Orientation)

  • 전경철
    • 한국조리학회지
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    • 제23권5호
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    • pp.140-150
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    • 2017
  • The purpose of the study was to provide useful implications for management of dessert cafe by discovering selection attributes for product satisfaction and long-term orientation. Using SPSS 22.0 and AMOS 220 Version, the collected data from customers of dessert cafe in Seoul and metropolitan areas were analyzed for frequency analysis, exploratory factor analysis, confirmatory factor analysis, reliability analysis, and covariance structure analysis. As results of hypothesis verification, firstly, service standard and product diversity had a significant effect on product satisfaction of dessert cafe. Secondly, tastes and nutrients influenced positively long-term orientation of dessert cafe. Meanwhile, service standard, mood, and product diversity did not have a significant effect on long-term orientation. Thirdly, product satisfaction affected positively long-term orientation. The results of the study provided useful implications for management of dessert cafe.

현대 소비자의 소비스타일에 관한 연구: 서울 거주 성인 소비자를 중심으로 (A Study of Modern Consumers' Consumption Style)

  • 장현선
    • 가정과삶의질연구
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    • 제32권4호
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    • pp.91-104
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    • 2014
  • This study aims to understand how consumers consume by presenting the concept of 'consumption style' and the meaning of consumption for modern consumers. As modern consumers cannot lead their daily lives without engaging in consumption, their daily lives are deeply related to consumption. However, we have not been largely interested in how we manage consumption. It is a fact that marketing-oriented studies are focused on consumers for the establishment of corporate activities and strategies until now. For the analysis of the research, SPSS for Windows and AMOS were used. In order to examine the general characteristics of the investigation object, the technical statistics of frequency, percentage, average and standard deviation were obtained. To develop the research item analysis, Cronbach's ${\alpha}$, exploratory factor analysis, confirmatory factor analysis and cluster analysis were conducted. Based on the meaning of consumption through the consideration of preceding studies, the consumption style was extracted with 4 economic, socio-cultural, psychological and ethical perspectives. Also, 4groups were classified according to the type of consumption style: professional consumers, practical consumers, indifferent consumers and emotional consumers.

아동청소년 교우관계문제검사의 요인구조 (Factor Structures of the Korean Inventory of Peer Relationships)

  • 최선희;김종미;홍상황
    • 초등상담연구
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    • 제10권2호
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    • pp.185-201
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    • 2011
  • 본 연구는 아동청소년 교우관계문제검사(KIPR)에 잠재되어 있는 요인구조를 밝히고 검증하여 이 검사의 심리적 특성을 밝히고 해석적 유용성을 높이는데 목적이 있다. 이를 위해 경남지역 3개 초등학교 4~6학년 아동 616명을 대상으로 아동청소년 교우관계문제검사를 실시하였고 그 중 578명의 자료를 분석하였다. 연구결과를 요약하면 다음과 같다. 첫째, 3요인과 4요인 모형을 설정하여 탐색적 요인분석을 실시한 결과 3요인 모형이 적합한 것으로 나타났다. 3요인 모형에서 요인 1은 아동청소년 교우관계문제검사의 비주장성(C5), 사회적 억제(C4), 냉담(C3), 과순응성(C6) 원형척도의 문항들로 구성되어 있어서 "자신감 결여와 사회적 위축", 요인 2는 통제지배(C1), 자기중심성(C2) 원형척도의 문항들로 구성되어 있어서 "공격성과 타인조종", 요인 3은 자기희생(C7), 과관여(C8), 과순응성(C6) 원형척도의 문항들로 구성되어 있어서 "과잉배려"로 명명하였다. 둘째, 확인적 요인분석을 실시한 결과 3요인 모형은 4요인 모형보다 수집된 자료를 잘 반영하고 있었고(RMSEA=.054), 적합도는 만족할 수준은 아니지만 수용할 수 있는 수준이었고(CFI=.786), 모형의 간명성 또한 적합한 것으로 나타났다(PCFI=.733). 본 연구에서는 교우관계원형에서 상관계수가 높은 인접한 척도끼리는 동일한 요인으로 묶여지는 것을 확인하였고 이를 통해 8개의 원형척도를 망라하는 상위의 대표적인 요인척도를 구성하는데 필요한 근거를 제공하여, 이 검사의 해석적 유용성을 높였다는 점에서 의의가 있다고 생각된다.

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Comparison of the Importance of Banks' Attributes between Islamic and Conventional Banks' Customers

  • Usman, Hardius
    • Asian Journal of Business Environment
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    • 제5권2호
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    • pp.5-13
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    • 2015
  • Purpose - This paper aims to study the main selection criteria for Islamic banks in Indonesia, and to compare them with those for conventional banks. Research Design, Data, and Methodology - This study employs an exploratory approach and a natural experimental design with Factor Analysis and two independent sample tests as statistical analysis methods. A total of 363 questionnaires were distributed to three groups of bank customers-customers of Islamic and conventional banks individually, and those of both banks together (121 respondents in each group). Results - The research shows that service appears to be the most important factor in selecting Islamic banks, in addition to other emotional and rational factors. However, this service cannot be expressed as the Islamic banks' advantage compared to conventional banks, because the latter's customers also perceived service as the most important factor. The parametric mean of importance of service for both Islamic and conventional banks' customers is insignificantly different. Conclusion - Customers of both conventional and Islamic banks have a similar degree of importance for convenience, price, and service.

중국 신세대 여성들의 감각추구성향에 따른 의복탐색행동 (Chinese New Generation Women's Clothing Exploratory Behavior according to their Sensitivity Pursuit Propensity)

  • 왕혜연;김용숙
    • 복식
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    • 제55권3호
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    • pp.81-93
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    • 2005
  • The purpose of this study was to identify Chinese new generation women's clothing exploratory behavior according to their sensitivity pursuit propensity. The respondents were 500 Chinese new generation women residing in Soju City, China. Frequencies, percent, mean, one-way ANOVA, factor analysis, Chi-square test, and cluster analysis were done by use of SPSS PC+. The results were as follows; 1. The factors of sensitivity pursuit propensity were adventure & diversity, change, new atmosphere, and artistic sensitivity. And factors of clothing exploratory behavior were brand turnover, innovative clothing purchasing or wearing, clothing information collection through visiting store, and clothing information collection through contacting neighbors or advertisement. 2. The Chinese new generation women were classified into the creativity pursuit, the adventure & change pursuit, the multi-sensation pursuit, and the sensation retard according to their sensitivity pursuit propensity. 3. The creativity pursuit explored clothing for brand turnover and information through visiting store, communication, or advertisement, were found more among the unmarried late 20's with higher education and jobs. The adventure & change pursuit explored clothing information through visiting store, were found more among the unmarried university students in early 20's. The multi-sensation pursuit explored innovative clothing purchasing, were found more among the unmarried early 20's with jobs or students. The sensation retard explored clothing information through communication or advertisement, considered quality more, were found more among the married early 30's with lower education level and jobs.

지루함, 공적 자의식, 스타일 지향성이 인터넷 구매에 미치는 영향 (The influences of boredom proneness, public self-consciousness, and dressing style on internet shopping)

  • 박혜정
    • 복식문화연구
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    • 제23권5호
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    • pp.876-893
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    • 2015
  • The purpose of this study is to identify the influences of psychological variables and fashion-related psychological variables on purchasing fashion items on the Internet. Boredom proneness and public self-consciousness were selected as psychological variables, and dressing style was selected as a fashion-related psychological variable. It was hypothesized that boredom proneness and public self-consciousness not only influence the purchasing frequency of fashion items on the Internet directly, but also indirectly through dressing style. Data were gathered by surveying university students in Seoul using convenience sampling. Two hundred and eighty-six questionnaires were used in the statistical analysis. SPSS was used for exploratory factor analysis, and AMOS was used for hypothesized relationship testing. The factor analysis of boredom proneness revealed five dimensions, "helplessness," "affective response," "lack of internal stimulation," "lack of external stimulation," and "perception of time." The factor analysis of public self-consciousness revealed two dimensions, "appearance-consciousness" and "style-consciousness," and the factor analysis of dressing style revealed one dimension. The overall fit of the hypothesized model suggests that the model fits the data well. The hypothesized relationship test proved that boredom proneness and public self-consciousness influence the purchasing frequency of fashion items on the Internet indirectly through dressing style. The results implicate effective strategies for Internet shopping malls and suggestions for future study.