highly significantp -value = 2.374e-10
A formal test of independence performed on the multi-way contingency table was highly significant (Chisq = 40.1, df = 1, p -value = 2.374e-10), revealing very strong associations between certain variables (Phi-Coefficient = 0.811), as graphically depicted in the association plot presented in Fig 6 .