In order to determine which principal components to retain, please refer to:

• Ledesma, R. D., and Valero-Mora, P. (2007), Determining the Number of Factors to Retain in EFA: an easy-to-use computer program for carrying out Parallel Analysis. Practical Assessment, Research & Evaluation, 12(2), 1-11.