highly significantp < 2.2 × 10 −16
Bartlett’s test of sphericity was highly significant (χ2 = 362.49, df = 11, p < 2.2 × 10 −16 ), confirming that the correlation matrix was not an identity matrix and that the dataset had sufficient inter-variable relationships for factor analysis.