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Determining the number of factors to retain in an exploratory factor analysis using comparison data of known factorial structure.

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References

1966The Scree Test For The Number Of Factors13,549 cited
1960The Application of Electronic Computers to Factor Analysis12,390 cited
1999Evaluating the use of exploratory factor analysis in psychological research.9,564 cited
1965A Rationale and Test for the Number of Factors in Factor Analysis8,818 cited
2000SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test4,110 cited
1986Comparison of five rules for determining the number of components to retain.3,135 cited
2006Use of Exploratory Factor Analysis in Published Research2,453 cited
1996Factor Analytic Evidence for the Construct Validity of Scores: A Historical Overview and Some Guidelines919 cited
2000Construct Explication through Factor or Component Analysis: A Review and Evaluation of Alternative Procedures for Determining the Number of Factors or Components894 cited
1995An Improvement on Horn's Parallel Analysis Methodology for Selecting the Correct Number of Factors to Retain732 cited

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