Practical person-fit assessment with the linear FA model: New developments and a comparative study
| Autor: | Pere J. Ferrando, Andreu Vigil-Colet, Urbano Lorenzo-Seva |
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| Přispěvatelé: | Escalament de Variables Psicològiques i Desenvolupament de Qüestionaris, Psicologia, Universitat Rovira i Virgili |
| Rok vydání: | 2016 |
| Předmět: | |
| Zdroj: | Frontiers In Psychology Repositori Institucional de la Universitat Rovira i Virgili instname |
| DOI: | 10.3389/fpsyg.2016.01973/full |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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