An editorial is presented on discrepancies between stated hypotheses and analyses in research, mediated designs and Harman's single-factor test. Topics discussed include correlations among positive affect, work cognition and employee engagement, no relationship of social desirability with positive affect, and calculation of a variance inflation factor (VIF).