In this work involving 163 students, we investigate the correlation between student performance on the set of PFI questions and the cognitive reflection test. In our analysis, the range of correlation coefficients for the set of PFI questions is downshifted with respect to that for the FCI as a whole. This may be attributed to the more challenging nature of the latter compared to a significant fraction of the remaining questions in the former.