Conference PaperAdoption of Pedagogical Innovations: Resource Networks of Engineering Education GuildsRiley, D.R.; Mallouk, K.E.; Strong, A.C.; Faber, C.J.nullThis Full Research paper uses resource network analysis to explore what resources faculty use when they make changes to their pedagogy, and how an engineering education “guild” is situated among those resources. The process of influencing pedagogical change can be understood as lying along a spectrum. On one end of the spectrum is the dissemination model, where research is simply made available and instructors are expected to seek out new tools. On the other end is the propagation model, where researchers, developers, and instructors work as one cohesive team to get innovative tools into classrooms. While each of these models and the instructor resources associated with them have been separately studied and defined, approaches on the spectrum between them remain understudied. Engineering education guilds employ an approach that falls along the dissemination-propagation spectrum; they use both dissemination and propagation techniques to influence pedagogical changes. Despite lack of formal research on the subject, engineering education “guilds” have become an increasinglypopular vehicle for pedagogical change in engineering education classrooms. One such engineering education guild is the Kern Entrepreneurial Engineering Network (KEEN), which is focused on integrating entrepreneurial mindset (EM) into engineering curricula. By constructing resource networks for educators who have been exposed to KEEN, we aim to understand the role of KEEN among the myriad resources used by engineering educators when they integrate EM-related content into their classrooms. Results suggest that engineering education guilds are central to the resource networks of faculty looking to innovate their pedagogy, with the most popular resources all falling under the guild’s umbrella. These resources are also strongly interconnected, especially during the integration process. However, the resources networks of those who saw successful, complete, sustained adoption reached beyond the guild’s umbrella, forging connections with a variety of other materials from different sources.2021-10-1310300827Frontiers in educationhttps://doi.org/1927268National Science Foundation