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The Impact and Consequences of Correcting for Acquiescence When Correlated Residuals are Present

  • Datos identificativos

    Identificador: imarina:9442686
    Autores:
    Hernandez-Dorado, AnaJoan Ferrando, PereVigil-Colet, Andreu
    Resumen:
    Background: In spite of the interest generated by controlling variance unrelated to the content in personality measures, few studies have assessed the combined impact of acquiescence (ACQ) and correlated residuals in the factor-analytic structural solutions that serve as a basis for item calibration. Method: This article compares three control procedures in databases that simultaneously exhibit acquiescence (ACQ) and correlated residuals: the SIREN method (NavarroGonzalez, et al., 2024; ACQ control), the MORGANA method (Ferrando et al., 2022; 2023; correlated residuals control), and a combined double control method. A 'control' procedure was also examined in which the presence of both determinants was ignored. Results: The findings reveal significant differences between the three control methods, with the ACQ control method and the combined method proving more effective. Moreover, when the residual variance shifts to the factor loadings, it appears to be captured by the ACQ correction method. Conclusions: The findings suggest using a mixed correction procedure in order to obtain less biased item parameter estimates when both sources of unwanted variance are operating.
  • Otros:

    Autor según el artículo: Hernandez-Dorado, Ana; Joan Ferrando, Pere; Vigil-Colet, Andreu
    Departamento: Psicologia
    Autor/es de la URV: Ferrando Piera, Pere Joan / Vigil Colet, Andrés
    Palabras clave: Acquiescence Correlated residuals Extreme Factor analysis, statistical Humans Likert-type Modeling acquiescence Personality Response bias Response biase Scale Set Style
    Resumen: Background: In spite of the interest generated by controlling variance unrelated to the content in personality measures, few studies have assessed the combined impact of acquiescence (ACQ) and correlated residuals in the factor-analytic structural solutions that serve as a basis for item calibration. Method: This article compares three control procedures in databases that simultaneously exhibit acquiescence (ACQ) and correlated residuals: the SIREN method (NavarroGonzalez, et al., 2024; ACQ control), the MORGANA method (Ferrando et al., 2022; 2023; correlated residuals control), and a combined double control method. A 'control' procedure was also examined in which the presence of both determinants was ignored. Results: The findings reveal significant differences between the three control methods, with the ACQ control method and the combined method proving more effective. Moreover, when the residual variance shifts to the factor loadings, it appears to be captured by the ACQ correction method. Conclusions: The findings suggest using a mixed correction procedure in order to obtain less biased item parameter estimates when both sources of unwanted variance are operating.
    Áreas temáticas: Ciencias sociales Educação General psychology Interdisciplinar Psicología Psychology Psychology (all) Psychology (miscellaneous) Psychology, multidisciplinary Serviço social
    Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
    Direcció de correo del autor: perejoan.ferrando@urv.cat andreu.vigil@urv.cat
    Identificador del autor: 0000-0002-3133-5466 0000-0003-3818-4514
    Fecha de alta del registro: 2025-02-19
    Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
    Referencia al articulo segun fuente origial: Psicothema. 37 (1): 11-20
    Referencia de l'ítem segons les normes APA: Hernandez-Dorado, Ana; Joan Ferrando, Pere; Vigil-Colet, Andreu (2025). The Impact and Consequences of Correcting for Acquiescence When Correlated Residuals are Present. Psicothema, 37(1), 11-20. DOI: 10.70478/psicothema.2025.37.02
    URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
    Entidad: Universitat Rovira i Virgili
    Año de publicación de la revista: 2025
    Tipo de publicación: Journal Publications
  • Palabras clave:

    Psychology,Psychology (Miscellaneous),Psychology, Multidisciplinary
    Acquiescence
    Correlated residuals
    Extreme
    Factor analysis, statistical
    Humans
    Likert-type
    Modeling acquiescence
    Personality
    Response bias
    Response biase
    Scale
    Set
    Style
    Ciencias sociales
    Educação
    General psychology
    Interdisciplinar
    Psicología
    Psychology
    Psychology (all)
    Psychology (miscellaneous)
    Psychology, multidisciplinary
    Serviço social
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