Articles producció científica> Psicologia

On the Added Value of Multiple Factor Score Estimates in Essentially Unidimensional Models

  • Datos identificativos

    Identificador: PC:3329
    Handle: http://hdl.handle.net/20.500.11797/PC3329
  • Autores:

    Pere J. Ferrando
    Urbano Lorenzo-Seva
  • Otros:

    Autor según el artículo: Pere J. Ferrando; Urbano Lorenzo-Seva
    Departamento: Psicologia
    Autor/es de la URV: FERRANDO PIERA, PERE JOAN; LORENZO SEVA, URBANO
    Resumen: Measures initially designed to be single-trait often yield data that are compatible with both an essentially unidimensional factor-analysis (FA) solution and a correlatedfactors solution. For these cases, this article proposes an approach aimed at providing information for deciding which of the two solutions is the most appropriate and useful. The procedures we propose are an FA extension of the ‘‘added-value’’ procedures initially proposed for subscale scores in educational testing. The basic principle is that the multiple FA solution is defensible when the factor score estimates of the primary factors are better measures of these factors than score estimates derived from a unidimensional or second-order solution. Methodologically, new results are obtained, and relations with factor indeterminacy measures and second-order FA are discussed. The procedures have been implemented in a noncommercial and widely known program for exploratory FA. The functioning of the proposal is assessed by means of a simulation study, and its usefulness is illustrated with a real-data example in the personality domain.
    Grupo de investigación: Escalament de Variables Psicològiques i Desenvolupament de Qüestionaris
    Áreas temáticas: Psicologia Psicología Psychology
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 0013-1644
    Identificador del autor: 0000-0002-3133-5466; 0000-0001-5369-3099
    Fecha de alta del registro: 2018-09-18
    Versión del articulo depositado: info:eu-repo/semantics/acceptedVersion
    Enlace a la fuente original: https://journals.sagepub.com/doi/10.1177/0013164418773851
    DOI del artículo: 10.1177/0013164418773851
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2018
    Tipo de publicación: Article Artículo Article
  • Palabras clave:

    Anàlisi factorial
    Correlació (Estadística)
    Psicologia
    Psicología
    Psychology
    0013-1644
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