highly significantp < 0.001
The dataset’s suitability for PCA was confirmed by a Kaiser–Meyer–Olkin (KMO) value of 0.51 (above the acceptable threshold of 0.5) and a highly significant Bartlett’s test of sphericity ( p < 0.001), validating its appropriateness for multivariate analysis.