Parts of this research have been published in condensed form and with differing foci in the three accompanying publications preceding this work. This work elaborates in much more detail about the state of the art in Concept Inventory development, the development process, methodological decisions involved, the data, results, analyses, and, last but not least, discussions about the beforementioned.