Autor segons l'article: Ferrando, Pere J.; Lorenzo-Seva, Urbano;
Departament: Psicologia
Autor/s de la URV: Ferrando Piera, Pere Joan / Lorenzo Seva, Urbano
Paraules clau: Weighted least squares regression Validation Statistics Self-perception profile Scales Personality measurement Person-fit Model Mean-square residual statistics Kernel smoothing Fit analysis Children Anxiety personality measurement person-fit mean-square residual statistics kernel smoothing
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.
Àrees temàtiques: Psychology, mathematical Psychology, educational Psychology (miscellaneous) Psychology Psicología Pedagogical & educational research Mathematics, miscellaneous Mathematics, interdisciplinary applications Matemática / probabilidade e estatística Interdisciplinar Education Educació Economia Developmental and educational psychology Ciencias sociales Applied psychology Applied mathematics
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 urbano.lorenzo@urv.cat
Identificador de l'autor: 0000-0002-3133-5466 0000-0001-5369-3099
Data d'alta del registre: 2023-02-19
Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
Enllaç font original: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5965562/
Referència a l'article segons font original: Educational And Psychological Measurement. 76 (3): 470-486
Referència de l'ítem segons les normes APA: Ferrando, Pere J.; Lorenzo-Seva, Urbano; (2016). A Comprehensive Regression-Based Approach for Identifying Sources of Person Misfit in Typical-Response Measures. Educational And Psychological Measurement, 76(3), 470-486. DOI: 10.1177/0013164415594659
URL Document de llicència: http://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: 2016
Tipus de publicació: Journal Publications
Repositori URV