Correlation Analysis using Teaching and Learning Analytics

The data processed with statistical and artificial intelligence techniques show dichotomous results through their weakened correlations. For this context, Pearson and Spearman's correlation techniques were chosen where it was clear how the linearity of their correlations is compromised and thus undermining all the inferences that will define greater precision in the interconnections between the motiv themes and subthemes.