Practical Considerations for Using Exploratory Factor Analysis in Educational Research.
Amy S. Beavers,John W. Lounsbury,Jennifer Richards,Schuyler W. Huck,Gary J. Skolits,Shelley L. Esquivel +5 more
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El Análisis Factorial Exploratorio de los Ítems: una guía práctica, revisada y actualizada
TL;DR: The objective is to offer the interested applied researcher updated guidance on how to perform an Exploratory Item Factor Analysis, according to the "post-Little Jiffy" psychometrics.
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Ten Steps in Scale Development and Reporting: A Guide for Researchers
TL;DR: Despite the central role that scales play in our predictions, scholars often apply measurement buildin... as mentioned in this paper The authors of this paper focus on scale development involves numerous theoretical, methodological, and statistical competencies.
Journal ArticleDOI
Improving Your Exploratory Factor Analysis for Ordinal Data: A Demonstration Using FACTOR.
TL;DR: In this article, the authors describe the application of methods recommended to get the most out of Exploratory Factor Analysis (EFA) using FACTOR (http://psico.fcep.urv.es/utilitats/factor/, Lorenzo-Seva & Ferrando, 2006).
Journal ArticleDOI
King's Parkinson's disease pain scale, the first scale for pain in PD: An international validation.
K. Ray Chaudhuri,Alexandra Rizos,Claudia Trenkwalder,Olivier Rascol,Suvankar Pal,Davide Martino,Camille Carroll,D. Paviour,Cristian Falup-Pecurariu,B. Kessel,Monty Silverdale,Antoniya Todorova,Anna Sauerbier,Per Odin,Angelo Antonini,Pablo Martinez-Martin +15 more
TL;DR: The King's PD Pain Scale as mentioned in this paper is a validated scale for grade rating of various types of pain in Parkinson's disease, including motor, non-motor, and quality of life.
Journal ArticleDOI
Exploratory factor analysis: Current use, methodological developments and recommendations for good practice
TL;DR: In this article, the authors reviewed ten years of studies containing exploratory factor analysis and compared them with new methodological options, focusing on four major issues: an adequate sample size, the extraction method, the rotation method and the factor retention criterion determining the number of factors.
References
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Book
Using multivariate statistics
TL;DR: In this Section: 1. Multivariate Statistics: Why? and 2. A Guide to Statistical Techniques: Using the Book Research Questions and Associated Techniques.
Book
Structural Equation Modeling With Mplus: Basic Concepts, Applications, And Programming
TL;DR: Structural Equation Models: The Basics using the EQS Program and testing for Construct Validity: The Multitrait-Multimethod Model and Change Over Time: The Latent Growth Curve Model.
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Structural equation modeling with AMOS: basic concepts, applications, and programming
TL;DR: In this article, the EQS program is used to test the factorial verifiability of a theoretical construct and its invariance to a Causal Structure using the First-Order CFA model.
Journal Article
Best Practices in Exploratory Factor Analysis: Four Recommendations for Getting the Most from Your Analysis
TL;DR: In this paper, the authors collect, in one article, information that will allow researchers and practitioners to understand the various choices available through popular software packages, and to make decisions about "best practices" in exploratory factor analysis.
Journal ArticleDOI
Evaluating the use of exploratory factor analysis in psychological research.
TL;DR: This paper reviewed the major design and analytical decisions that must be made when conducting exploratory factor analysis and notes that each of these decisions has important consequences for the obtained results, and the implications of these practices for psychological research are discussed.