Abstract
Colleges and universities are being pressed to seek innovative ways to measure student learning outcomes and identify the conditions that lead to their development. Understanding how students group according to a multidimensional set of learning outcomes provides information on the extent to which institutions are meeting goals. This study develops a typology based on engineering undergraduates’ array of outcomes. The study also demonstrates variation in personal and educational experiences across outcomes-based student groupings, thus providing insight into “what works” for programs who seek to graduate students who have developed an array of engineering-related outcomes. This outcomes-based approach is readily applicable to any set of student learning outcomes that programs or institutions seek to cultivate.
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