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We report on data from a federally funded project in which we developed a tailorable curriculum for geoscience university faculty to learn how to identify prejudicial structures in their geoscience departments and redress them by co-developing a diversity, equity, and inclusion project with a small team of three colleagues. Using a Bayesian multilevel modeling approach results showed: (1) growth in participants’ (n=21) self- and collective efficacy from pre- to post-intervention; (2) the sources of efficacy beliefs (aside from vicarious experiences) predicted self-efficacy, but not collective efficacy. Also, a social network analysis revealed that people with non-redundant ties (i.e., greater network effective size) had greater collective efficacy. Results refine social cognitive theory, particularly in regard to the sources of efficacy beliefs.