An investigation of how well the predictor variables of credit hours, student credit hours, contact hours, student contact hours, level of instruction, and academic rank correlate with faculty self-report measures of time-use for each class taught showed that only contact hours were a reliable measure of faculty effort as measured in time for a class. (JT)