Autor segons l'article: Ferrando, Pere J; Vigil-Colet, Andreu; Lorenzo-Seva, Urbano
Departament: Psicologia
Autor/s de la URV: Ferrando Piera, Pere Joan / Lorenzo Seva, Urbano / Vigil Colet, Andrés
Paraules clau: Scores Personal correlation Person-fit statistics Outliers detection Misfit Mean-squared person-fit indices Linear factor analysis Individual-differences person-fit statistics outliers detection mean-squared person-fit indices linear factor analysis
Resum: Linear factor analysis (FA) is, possibly, the most widely used model in psychometric applications based on graded-response or more continuous items. However, in these applications consistency at the individual level (person fit) is virtually never assessed. The aim of the present study is to propose a simple and workable approach to routinely assess person fit in FA-based studies. To do so, we first consider five potentially appropriate indices, of which one is a new proposal and the other is a modification of an existing index. Next, the effectiveness of these indices is assessed by using (a) a thorough simulation study that attempts to mimic realistic conditions, and (b) an illustrative example based on real data. Results suggest that the mean-squared lico index and the personal correlation work well in conjunction and can function effectively for detecting different types of inconsistency. Finally future directions and lines of research are discussed.
Àrees temàtiques: Saúde coletiva Psychology, multidisciplinary Psychology (miscellaneous) Psychology (all) Psychology Psicología Nutrição Medicina ii Medicina i Linguística e literatura Interdisciplinar General psychology Filosofía Ensino Engenharias iv Enfermagem Educação física Educação Economia Ciencias sociales Ciências biológicas iii Ciências biológicas ii Ciências biológicas i Ciências ambientais Ciências agrárias i Ciência da computação Biotecnología Biodiversidade Astronomia / física Artes Administração pública e de empresas, ciências contábeis e turismo
Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
Adreça de correu electrònic de l'autor: urbano.lorenzo@urv.cat andreu.vigil@urv.cat perejoan.ferrando@urv.cat
Identificador de l'autor: 0000-0001-5369-3099 0000-0003-3818-4514 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: https://www.frontiersin.org/articles/10.3389/fpsyg.2016.01973/full
URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
Referència a l'article segons font original: Frontiers In Psychology. 7 (DEC): 1973-
Referència de l'ítem segons les normes APA: Ferrando, Pere J; Vigil-Colet, Andreu; Lorenzo-Seva, Urbano (2016). Practical Person-Fit Assessment with the Linear FA Model: New Developments and a Comparative Study. Frontiers In Psychology, 7(DEC), 1973-. DOI: 10.3389/fpsyg.2016.01973
DOI de l'article: 10.3389/fpsyg.2016.01973
Entitat: Universitat Rovira i Virgili
Any de publicació de la revista: 2016
Tipus de publicació: Journal Publications
Repositori URV