Bartlett's Test of Sphericity is a statistical test used to examine the hypothesis that a correlation matrix is an identity matrix, indicating that variables are unrelated and unsuitable for factor analysis. It assesses whether the data have sufficient correlations among variables to justify the application of multivariate techniques like factor analysis or principal component analysis.