Autor segons l'article: Lorenzo-Seva, Urbano;
Departament: Psicologia
Autor/s de la URV: Lorenzo Seva, Urbano
Paraules clau: Validation Spss Spanish adaptation Simulation Scale Sample splitting Replication R Psychometric properties Kmo index Exploratory research Exploratory factor-analysis Exploratory factor analysis Duplex method Data analysis software Confirmatory factor analysis Article
Resum: Nowadays, exploratory and confirmatory factor analyses are two important consecutive steps in an overall analysis process. The overall analysis should start with an exploratory factor analysis that explores the data and establishes a hypothesis for the factor model in the population. Then, the analysis process should be continued with a confirmatory factor analysis to assess whether the hypothesis proposed in the exploratory step is plausible in the population. To carry out the analysis, researchers usually collect a single sample, and then split it into two halves. As no specific splitting methods have been proposed to date in the context of factor analysis, researchers use a random split approach. In this paper we propose a method to split samples into equivalent subsamples similar to one that has already been proposed in the context of multivariate regression analysis. The method was tested in simulation studies and in real datasets.
Àrees temàtiques: Psychology, mathematical Psychology, experimental Psychology (miscellaneous) Psychology (all) Psychology Psicología Medicina ii General psychology Experimental and cognitive psychology Enfermagem Educação física Developmental and educational psychology Ciencias sociales Ciencias humanas Ciências biológicas ii Arts and humanities (miscellaneous)
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
Identificador de l'autor: 0000-0001-5369-3099
Data d'alta del registre: 2024-09-07
Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
Enllaç font original: https://link.springer.com/article/10.3758/s13428-021-01750-y
URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
Referència a l'article segons font original: Behavior Research Methods. 54 (6): 2665-2677
Referència de l'ítem segons les normes APA: Lorenzo-Seva, Urbano; (2022). SOLOMON: a method for splitting a sample into equivalent subsamples in factor analysis. Behavior Research Methods, 54(6), 2665-2677. DOI: 10.3758/s13428-021-01750-y
DOI de l'article: 10.3758/s13428-021-01750-y
Entitat: Universitat Rovira i Virgili
Any de publicació de la revista: 2022
Tipus de publicació: Journal Publications
Repositori URV