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  • 标题:Practical Person-Fit Assessment with the Linear FA Model: New Developments and a Comparative Study
  • 本地全文:下载
  • 作者:Ferrando, Pere J. ; Vigil-Colet, Andreu ; Lorenzo-Seva, Urbano
  • 期刊名称:Frontiers in Psychology
  • 电子版ISSN:1664-1078
  • 出版年度:2016
  • 卷号:7
  • 页码:1973-1985
  • DOI:10.3389/fpsyg.2016.01973
  • 出版社:Frontiers Media
  • 摘要: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.
  • 关键词:person; fit statistics 1; linear factor analysis 2; mean; squared indices 3; personal correlation 4; outlier detection 5
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