Interpretation A simple principal component analysis was conducted on the 11 items of the JIQ on the total sample of employees at two financial institutions in Gauteng. Based on analysis of the eigenvalues (larger than 1) and scree plot, it was indicated that two factors could be extracted, which is consistent with the findings of De Witte (1997). Next, principal component analysis with a direct Oblimin rotation was used in carrying out factor analysis.