Alternative Confirmatory Factor Analytic Models for Examining Preservice Teachers` Non-Cognitive Skills

Authors : Nilüfer KAHRAMAN, Esra SÖZER BOZ, Derya AKBAŞ, Ergün Cihat ÇORBACI, Şerife IŞIK, Nazife ÜZBE ATALAY, Fatma Nur AYDIN, Mehtap ÇAKAN, Şeref SAĞIROĞLU

Pages : 460-470

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Publication Date : 2023-07-11

Article Type : Research Paper

Abstract :This study provides a comparative analysis of the inferences that can be reached about preservice teachers\` emotional awareness and personality traits when several alternative factor analytic models are tested simultaneously. An empirical illustration is provided using two datasets collected for a research study aiming to profile the social-emotional behavior repertoire of preservice teachers. Four alternative factor analytic models were considered for both datasets: the unidimensional model, the correlated model, the higher- insert ignore into journalissuearticles values(or second-); order model, and the bifactor model. Results indicate that the higher-order factor model for emotional awareness insert ignore into journalissuearticles values(n = 670); and the bifactor model for personality traits insert ignore into journalissuearticles values(n = 670); were the preferred models that better represent the underlying factor structures. Multidimensionality and practical decisions concerning score reporting are discussed.
Keywords : non cognitive skills, teacher training, factor analytic models, multidimensionality