Applying structural equation modelling in educational research / La aplicación del modelo de ecuación estructural en las investigaciones educativas.
Structural equation modelling (SEM) is a comprehensive and flexible statistical technique for testing complex relationships between variables, including both observed variables and latent variables (constructs or factors), with multiple pathways. In the past two decades, SEM has quickly pervaded in...
| Publicado en: | Culture & Education / Cultura y Educación Vol. 29; no. 3; pp. 563 - 619 |
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| Autores principales: | , , |
| Formato: | Artículo |
| Publicado: |
Sage Publications Inc.
Oct2017
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=126079584&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 126079584 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 11356405 HEZ jtl: Culture & Education / Cultura y Educación issn: 11356405 maglogo: N pubinfo: dt: Oct2017 vid: 29 iid: 3 pid: 344 pub: Sage Publications Inc. artinfo: ui: 126079584 10.1080/11356405.2017.1367907 ppf: 563 ppct: 56 formats: tig: atl: Applying structural equation modelling in educational research / La aplicación del modelo de ecuación estructural en las investigaciones educativas. aug: au: Wang, Jichuan Hefetz, Amir Liberman, Gabriel affil: The George Washington University Data Graph — Research and Statistical Consulting su: Education research Structural equation modeling Latent variables Educational programs Computer programming sug: subj: Education research Administration of Education Programs All Other Miscellaneous Schools and Instruction Educational Support Services Other Computer Related Services Custom Computer Programming Services Computer systems design and related services (except video game design and development) Structural equation modeling Latent variables Educational programs Computer programming keyword: ajuste de modelo análisis factorial confirmatorio confirmatory factor analysis fiabilidad de la escala model fit modelo de ecuación estructural Mplus scale reliability structural equation model ajuste de modelo análisis factorial confirmatorio fiabilidad de la escala modelo de ecuación estructural ajuste de modelo análisis factorial confirmatorio confirmatory factor analysis fiabilidad de la escala model fit modelo de ecuación estructural Mplus scale reliability structural equation model ajuste de modelo análisis factorial confirmatorio fiabilidad de la escala modelo de ecuación estructural ab: Structural equation modelling (SEM) is a comprehensive and flexible statistical technique for testing complex relationships between variables, including both observed variables and latent variables (constructs or factors), with multiple pathways. In the past two decades, SEM has quickly pervaded in various research fields, such as psychology, sociology, education, economics, etc. This study provides a brief non-mathematical introduction to SEM for educational researchers who are interested in SEM but do not have advanced statistical backgrounds. This study presents the basic concepts of SEM, describes the steps of SEM implementation and discusses some issues that are often encountered in SEM applications. Examples of measurement model (confirmatory factor analysis,CFA) and general structural equation model are demonstrated, using real educational research data. Computer program Mplus was applied for modelling; the programming syntax and selected output for the example models are included. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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