This study highlights the use of nonlinear statistic techniques in a behavi
oral model that incorporates dispositional and situational variables. When
ordinary least squares and log-linear/logit results were compared, Various
unique associations were found between job satisfaction, job complexity, lo
cus of control, and the number of available benefits. Overall, the findings
prove that more nonlinear modeling is needed in the behavioral sciences.