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Seven Decades of Factor Analysis: From Yela to the Present Day

  • Dades identificatives

    Identificador: imarina:9225570
    Autors:
    Jimenez-Fonseca, Paula
    Resum:
    Background: I review some key developments in the exploratory factor analysis (EFA) model from the 1940s to the present day with Yela as the reference point. Method: The study is organized in three parts. The first part (until 1950) discusses EFA during Yela's formative years. The second part reviews the evolution of the model from Yela's return to Spain to the end of the century: the development of factor analysis (FA) as a statistical method, and the advent, and unstoppable rise, of the confirmatory model. An interlude follows in which some key problems are discussed. The third part discusses the resurgence of the model in the 21st century and the advances made in this period. I end by discussing the current situation in the field. Discussion: I discuss the validity of Yela's views regarding FA, and criticise how technical and instrumental developments have favoured, in most cases, mindless applications of the technique in which the substantive and design aspects of the research are grossly neglected. Conclusions: Although new technical developments are still needed, EFA is finally at par with any structural model. So, its time again to give importance to what is really important: the design and the substantive aspects.
  • Altres:

    Autor segons l'article: Jimenez-Fonseca, Paula
    Departament: Psicologia
    Autor/s de la URV: Ferrando Piera, Pere Joan
    Paraules clau: Spain Semi-confirmatory factor analysis Psychometric applications Mariano yela Item factor-analysis Humans Human Factor analysis, statistical Factor analysis Exploratory factor-analysis Exploratory factor analysis
    Resum: Background: I review some key developments in the exploratory factor analysis (EFA) model from the 1940s to the present day with Yela as the reference point. Method: The study is organized in three parts. The first part (until 1950) discusses EFA during Yela's formative years. The second part reviews the evolution of the model from Yela's return to Spain to the end of the century: the development of factor analysis (FA) as a statistical method, and the advent, and unstoppable rise, of the confirmatory model. An interlude follows in which some key problems are discussed. The third part discusses the resurgence of the model in the 21st century and the advances made in this period. I end by discussing the current situation in the field. Discussion: I discuss the validity of Yela's views regarding FA, and criticise how technical and instrumental developments have favoured, in most cases, mindless applications of the technique in which the substantive and design aspects of the research are grossly neglected. Conclusions: Although new technical developments are still needed, EFA is finally at par with any structural model. So, its time again to give importance to what is really important: the design and the substantive aspects.
    Àrees temàtiques: Serviço social Psychology, multidisciplinary Psychology (miscellaneous) Psychology (all) Psychology Psicología Interdisciplinar General psychology Educação Ciencias sociales
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    Adreça de correu electrònic de l'autor: perejoan.ferrando@urv.cat
    Identificador de l'autor: 0000-0002-3133-5466
    Data d'alta del registre: 2024-10-12
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Enllaç font original: http://www.psicothema.es/psicothema.asp?id=4683
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Referència a l'article segons font original: Psicothema. 33 (3): 378-385
    Referència de l'ítem segons les normes APA: Jimenez-Fonseca, Paula (2021). Seven Decades of Factor Analysis: From Yela to the Present Day. Psicothema, 33(3), 378-385. DOI: 10.7334/psicothema2021.24
    DOI de l'article: 10.7334/psicothema2021.24
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2021
    Tipus de publicació: Journal Publications
  • Paraules clau:

    Psychology,Psychology (Miscellaneous),Psychology, Multidisciplinary
    Spain
    Semi-confirmatory factor analysis
    Psychometric applications
    Mariano yela
    Item factor-analysis
    Humans
    Human
    Factor analysis, statistical
    Factor analysis
    Exploratory factor-analysis
    Exploratory factor analysis
    Serviço social
    Psychology, multidisciplinary
    Psychology (miscellaneous)
    Psychology (all)
    Psychology
    Psicología
    Interdisciplinar
    General psychology
    Educação
    Ciencias sociales
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