Articles producció científica> Psicologia

A Comprehensive Regression-Based Approach for Identifying Sources of Person Misfit in Typical-Response Measures

  • Dades identificatives

    Identificador: PC:1502
    Autors:
    Pere J. FerrandoUrbano Lorenzo-Seva
    Resum:
    DOI: 10.1177/0013164415594659
  • Altres:

    Autor segons l'article: Pere J. Ferrando; Urbano Lorenzo-Seva
    Departament: Psicologia
    Autor/s de la URV: FERRANDO PIERA, PERE JOAN; LORENZO SEVA, URBANO
    Paraules clau: kernel smoothing person-fit weighted least squares regression
    Resum: This article proposes a general parametric item response theory approach for identifying sources of misfit in response patterns that have been classified as potentially inconsistent by a global person-fit index. The approach, which is based on the weighted least squared regression of the observed responses on the model-expected responses, can be used with a variety of unidimensional and multidimensional models intended for binary, graded, and continuous responses and consists of procedures for identifying (a) general deviation trends, (b) local inconsistencies, and (c) single response inconsistencies. A free program called REG-PERFIT that implements most of the proposed techniques has been developed, described, and made available for interested researchers. Finally, the functioning and usefulness of the proposed procedures is illustrated with an empirical study based on a statistics-anxiety scale.
    Grup de recerca: Escalament de Variables Psicològiques i Desenvolupament de Qüestionaris
    Àrees temàtiques: Psicologia Psicología Psychology
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 0013-1644
    Identificador de l'autor: 0000-0002-3133-5466; 0000-0001-5369-3099
    Data d'alta del registre: 2016-05-18
    Pàgina final: 486
    Volum de revista: 76
    Versió de l'article dipositat: info:eu-repo/semantics/acceptedVersion
    Enllaç font original: https://journals.sagepub.com/doi/abs/10.1177/0013164415594659
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    DOI de l'article: 10.1177/0013164415594659
    Entitat: Universitat Rovira i Virgili
    Any de publicació de la revista: 2015
    Pàgina inicial: 470
    Tipus de publicació: Article Artículo Article
  • Paraules clau:

    Psicometria
    kernel smoothing
    person-fit
    weighted least squares regression
    Psicologia
    Psicología
    Psychology
    0013-1644
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