A Guide on the Use of Factor Analysis in the Assessment of Construct Validity.
10.4040/jkan.2013.43.5.587
- Author:
Hyuncheol KANG
1
Author Information
1. Department of Informational Statistics, Hoseo University, Asan, Korea. hychkang@hoseo.edu
- Publication Type:Original Article ; English Abstract ; Review
- Keywords:
Factor analysis;
Construct validity;
Sample size;
Communality;
Factor loading
- MeSH:
Analysis of Variance;
Factor Analysis, Statistical;
Nursing Research/*standards;
Publishing
- From:Journal of Korean Academy of Nursing
2013;43(5):587-594
- CountryRepublic of Korea
- Language:Korean
-
Abstract:
PURPOSE: The purpose of this study is to provide researchers with a simplified approach to undertaking exploratory factor analysis for the assessment of construct validity. METHODS: All articles published in 2010, 2011, and 2012 in Journal of Korean Academy of Nursing were reviewed and other relevant books and articles were chosen for the review. RESULTS: In this paper, the following were discussed: preliminary analysis process of exploratory factor analysis to examine the sample size, distribution of measured variables, correlation coefficient, and results of KMO measure and Bartlett's test of sphericity. In addition, other areas to be considered in using factor analysis are discussed, including determination of the number of factors, the choice of rotation method or extraction method of the factor structure, and the interpretation of the factor loadings and explained variance. CONCLUSION: Content validity is the degree to which elements of an assessment instrument are relevant to and representative of the targeted construct for a particular assessment purpose. This measurement is difficult and challenging and takes a lot of time. Factor analysis is considered one of the strongest approaches to establishing construct validity and is the most commonly used method for establishing construct validity measured by an instrument.
