This complete evidence-based practice paper looks at a concept mapping activity that was used in a first-year engineering design course. Students created concept maps of the Entrepreneurial Mindset before their design project started and then they were asked to iterate on the map after they completed their design project. This study examines the concept maps and uses an automated scoring tool to complete traditional and categorical scoring. The results show that the complexity of the maps did increase significantly to the final versions and that students included a wide range of topics related to the Entrepreneurial Mindset, spanning all six predefined categories.
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