Predicting Engineering Major Status From Mathematics Achievement and Interest Congruence

Source abstract

This study proposed that precollege students’ standardized mathematics achievement score and the congruence between their occupational interests and engineering tasks would predict their second-year retention in college and the stability of their major. Binary response models were used to predict second-year major status (i.e., continue, transfer major, or dropout). High mathematics achievement was predictive of retention on campus and within the engineering major. Interest congruence predicted likelihood of staying on campus. A trend was also detected ( p < .07) between the Mathematics Achievement · Interest Congruence interaction effect. These findings reinforce the importance of examining both achievement and interest congruence factors when understanding the retention of engineering majors. Future research needs to replicate and extend this model to other majors and institutions to more fully understand the major choice and college retention processes.