• Title/Summary/Keyword: Covariance structural model

Search Result 154, Processing Time 0.027 seconds

A Tutorial on Covariance-based Structural Equation Modeling using R: focused on "lavaan" Package (R을 이용한 공분산 기반 구조방정식 모델링 튜토리얼: Lavaan 패키지를 중심으로)

  • Yoon, Cheol-Ho;Choi, Kwang-Don
    • Journal of Digital Convergence
    • /
    • v.13 no.10
    • /
    • pp.121-133
    • /
    • 2015
  • This tutorial presents an approach to perform the covariance based structural equation modeling using the R. For this purpose, the tutorial defines the criteria for the covariance based structural equation modeling by reviewing previous studies, and shows how to analyze the research model with an example using the "lavaan" which is the R package supporting the covariance based structural equation modeling. In this tutorial, a covariance-based structural equation modeling technique using the R and the R scripts targeting the example model were proposed as the results. This tutorial will be useful to start the study of the covariance based structural equation modeling for the researchers who first encounter the covariance based structural equation modeling and will provide the knowledge base for in-depth analysis through the covariance based structural equation modeling technique using R which is the integrated statistical software operating environment for the researchers familiar with the covariance based structural equation modeling.

A Mean of Structural equation modeling on AMOS Software (AMOS 소프트웨어에서 구현되는 구조방정식 모형과 의미)

  • Kim, Kyung-Tae
    • Proceedings of the Korean Association for Survey Research Conference
    • /
    • 2007.11a
    • /
    • pp.55-65
    • /
    • 2007
  • In this research, it will be examined on mathematical model of AMOS software program that ues for Covariance Structure Analysis. if we have not understood to mathematical model of Covariance Structure, we fail to understand Structural equation modeling. Similarly If We were not understand to mathematical model of AMOS Software, we do not use Software adequately. Therefore we examine two sorts of Software that be designed for Structural equation modeling or Covariance Structure Analysis. In this research, We will focus on 8 assumption of Structural equation modeling and compare AMOS(Analysis of MOment Structure) program with LISREL(Linear Structure RELation) program. We found that A Program of AMOS Software have materialized with RAM(Reticular Action Model).

  • PDF

A Structural Equation Model Explaining Contraception Behaviors of Married Korean Women (기혼여성의 피임행위에 관한 설명모형)

  • Kim, Mi-Jong
    • Women's Health Nursing
    • /
    • v.7 no.2
    • /
    • pp.141-156
    • /
    • 2001
  • The purpose of this study was to develop and test the structural model of a contraceptive behavior in Married Korean women. A hypothesis model was constructed on the basis of the health belief model, the theory of planned behavior and extensive literature review of contraception. The model was built by seven constructs. Four exogeneous variables included in the model were consisted of the contraceptive knowledges, the perceived threats, the sexual autonomy and the communication within a couple. Four endogenous variables were consisted of the attitudes toward contraception, the perceived control, the ability to plan a intercourse and the contraceptive behaviors. Empirical data for testing the hypothetical model were collected by the self report questionnaires from 243 Korean married women. The questionnaires used in this study were developed by this researcher and their Cronbach's alpha scores were ranged from .60 to .88. The collected data were analyzed by SPSS program(ver. 8.0) for descriptive statistical analysis and LISREL program(ver. 8.12a) for covariance structural analysis. On the basis of this results, it could be suggested that contraceptive behaviors be greatly affected by the perceived threats, the communications within couple, the attitudes toward contraception and the perceived control. Finally this model would be useful for the practice, theory and research of nursing.

  • PDF

Effect of interactivity, stickiness, switching barrier on intention to use (패션몰 소비자의 상호작용성, 웹흡입력, 전환장벽이 이용의도에 미치는 영향)

  • Lee, Ok-Hee
    • Journal of Fashion Business
    • /
    • v.14 no.2
    • /
    • pp.166-178
    • /
    • 2010
  • The purposes of this study were to investigate the impacts of interactivity, site stickiness, and switching barrier on intention to use. For this purpose, the study tested covariance structural model which set relationships among independent variable(interactivity), meditated variables(site stickiness and switching barrier), and dependent variable(intention to use). The data were collected from a sample of 239 internet shopper of college female students. The covariance structural model and research hypothesis analyzed by using SPSS 16.0 and AMOS 5.0 program. The results are as follows: First, the structural model is accepted significantly. Second, interactivity had a positive influence on site stickiness, switching barrier, and intention to use. And it was found to have a indirect effect on intention to use through site stickiness and switching barrier. Third, site stickiness had a positive influence on switching barrier. Forth, site stickiness and switching barrier had a positive impact on intention to use.

Effect of Interactivity and Shopping Value on Relationship Commitment and Attitude toward the Website (인터넷 패션 쇼핑몰에서 상호작용성과 쇼핑가치가 관계몰입과 웹사이트 태도에 미치는 영향)

  • Lee, Ok-Hee
    • The Research Journal of the Costume Culture
    • /
    • v.16 no.6
    • /
    • pp.1126-1141
    • /
    • 2008
  • The purposes of this study identify how attributes of the website impact on consumer attitude toward the website. For this purpose, the study tested covariance structural model which set relationships among independent variables (interactivity and shopping value), meditated variables(relationship commitment), and dependent variables(attitude toward website). The data were collected from a sample of 239 internet shopper of college female students. The covariance structural model and research hypothesis analyzed by using SPSS 16.0 and AMOS 5.0 program. The results are as follows: First, the structural model is accepted significantly. Second, interactivity and shopping value of website have a positive influence on relationship commitment. Third, interactivity, shopping value of website, and relationship commitment have a positive impact on attitude toward the website. Forth, even if shopping value has not a positive influence on attitude toward the website, it was found to have a significant effect on attitude toward the website through the relationship commitment.

  • PDF

Effect of Shopping Value, Customer Satisfaction, Switching Barrier on Consumer Royalty of The Website (웹의 쇼핑가치, 고객만족, 전환장벽이 웹사이트충성도에 미치는 영향)

  • Lee, Ok-Hee
    • Fashion & Textile Research Journal
    • /
    • v.12 no.1
    • /
    • pp.60-67
    • /
    • 2010
  • The purposes of this study were to investigate the impacts of shopping value, customer satisfaction, and switching barrier on consumer loyalty to website. For this purpose, the study tested covariance structural model which set relationships among independent variable(shopping value), meditated variables(customer satisfaction and switching barrier), and dependent variable(website loyalty). The data were collected from a sample of 239 internet shopper of college female students. The covariance structural model and research hypothesis analyzed by using SPSS 16.0 and AMOS 5.0 program. The results are as follows: First, the structural model is accepted significantly. Second, shopping value had a positive influence on customer satisfaction and switching barrier. Third, shopping value, shopping satisfaction of customer, and switching barrier had a positive impact on website loyalty. Forth, shopping value had a positive impact on website loyalty directly, it was found to have a indirect effect on website loyalty through customer satisfaction and switching barrier.

Effect of Trust, Stickiness, and Relationship Commitment on Website Loyalty (소비자의 고객신뢰와 사이트밀착도, 몰입이 웹사이트충성도에 미치는 영향)

  • Lee, Ok-Hee
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.33 no.9
    • /
    • pp.1472-1482
    • /
    • 2009
  • This study identifies how website attributes impact consumer loyalty to websites. For this purpose, the study tested covariance of a structural model which set relationships among independent variables (trust and site stickiness), meditated variables (relationship commitment), and dependent variables (website loyalty). The data were collected from a sample of 239 female college internet student shoppers. The covariance structural model and research hypothesis are analyzed using SPSS 16.0 and AMOS 5.0 program. The results are as follows: First, the structural model is significantly accepted. Second, trust and stickiness have a positive influence on the relationship commitment. Third, trust, stickiness, and relationship commitment have a positive impact on website loyalty. Forth, even if stickiness has no positive influence on website loyalty, it has a significant effect on website loyalty through the relationship commitment.

Formulating Regional Relevance Index through Covariance Structure Modeling (공분산구조분석을 이용한 자체충족률 모형 검증)

  • 장혜정;김창엽
    • Health Policy and Management
    • /
    • v.11 no.2
    • /
    • pp.123-140
    • /
    • 2001
  • Hypotheses In health services research are becoming increasingly more complex and specific. As a result, health services research studies often include multiple independent, intervening, and dependent variables in a single hypothesis. Nevertheless, the statistical models adopted by health services researchers have failed to keep pace with the increasing complexity and specificity of hypotheses and research designs. This article introduces a statistical model well suited for complex and specific hypotheses tests in health services research studies. The covariance structure modeling(CSM) methodology is especially applied to regional relevance indices(RIs) to assess the impact of health resources and healthcare utilization. Data on secondary statistics and health insurance claims were collected by each catchment area. The model for RI was justified by direct and indirect effects of three latent variables measured by seven observed variables, using ten structural equations. The resulting structural model revealed significant direct effects of the structure of health resources but indirect effects of the quantity on RIs, and explained 82% of correlation matrix of measurement variables. Two variables, the number of beds and the portion of specialists among medical doctors, became to have significant effects on RIs by being analyzed using the CSM methodology, while they were insignificant in the regression model. Recommendations for the CSM methodology on health service research data are provided.

  • PDF

Attitude toward the Website for Apparel Shopping (Part II): Structural Model Testing (의류 쇼핑 웹사이트 태도 형성 모델 연구 (제2보) -연구모형 및 연구가설의 검증-)

  • Hong Heesook
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.29 no.1 s.139
    • /
    • pp.136-148
    • /
    • 2005
  • The purpose of this study identifies how attributes of the website influences on consumer attitude toward the website. For this purpose, the study tested covariance structural model which set relationships among independent variables(interactivity, search and visual information of website), mediated variables(utilitarian shopping value and hedonic shopping value) and dependent variables(attitude toward website). The data were collected from a sample of 271 internet shopper of university students(male: 82, female: 189). They visited the website for apparel shopping and, after searching a casual clothing which they wanted to buy, requested to answer the questionnaire. The covariance structural model and research hypothesis analyzed by using AMOS 4.0 program. The results are as follows: First, the structural model is accepted significantly. Second, interactivity of the website has a positive impact on perceived utilitarian and hedonic shopping values of the website and visual information of the website also influence hedonic shopping value of the website positively. Third, utilitarian and hedonic shopping values have a positive influence on attitude toward the website for apparel shopping.

Wind-tunnel tests on high-rise buildings: wind modes and structural response

  • Sepe, Vincenzo;Vasta, Marcello
    • Wind and Structures
    • /
    • v.18 no.1
    • /
    • pp.37-56
    • /
    • 2014
  • The evaluation of pressure fields acting on slender structures under wind loads is currently performed in experimental aerodynamic tests. For wind-sensitive structures, in fact, the knowledge of global and local wind actions is crucial for design purpose. This paper considers a particular slender structure under wind excitation, representative of most common high-rise buildings, whose experimental wind field on in-scale model was measured in the CRIACIV boundary-layer wind tunnel (University of Florence) for several angles of attack of the wind. It is shown that an efficient reduced model to represent structural response can be obtained by coupling the classical structural modal projection with the so called blowing modes projection, obtained by decomposing the covariance or power spectral density (PSD) wind tensors. In particular, the elaboration of experimental data shows that the first few blowing modes can effectively represent the wind-field when eigenvectors of the PSD tensor are used, while a significantly larger number of blowing modes is required when the covariance wind tensor is used to decompose the wind field.