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Determining the Number of Factors to Retain in EFA: Using the SPSS R-Menu v2 0 to Make More Judicious Estimations

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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
1989EQS : structural equations program manual9,698 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
2004Factor Retention Decisions in Exploratory Factor Analysis: a Tutorial on Parallel Analysis3,100 cited
2004An Empirical Evaluation of Alternative Methods of Estimation for Confirmatory Factor Analysis With Ordinal Data.3,044 cited
2006Use of Exploratory Factor Analysis in Published Research2,453 cited
2008Polychoric versus Pearson correlations in exploratory and confirmatory factor analysis of ordinal variables1,176 cited
1979Maximum Likelihood Estimation of the Polychoric Correlation Coefficient1,122 cited
2000Construct Explication through Factor or Component Analysis: A Review and Evaluation of Alternative Procedures for Determining the Number of Factors or Components894 cited
2020Determining the Number of Factors to Retain in EFA: An easy-to-use computer program for carrying out Parallel Analysis

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663 cited

2011Determining the number of factors to retain in an exploratory factor analysis using comparison data of known factorial structure.533 cited

1979Very Simple Structure: An Alternative Procedure For Estimating The Optimal Number Of Interpretable Factors491 cited

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