Research on the Crisis Intervention Team (CIT) as a method to deal with mental illness in policing encounters has primarily focused on officers from large urban areas. The current study examined officer‐level outcomes in a non‐urban geographical setting using a pre/post‐CIT training design. The sample included 46 police officers from seven departments that would be considered rural and 13 that would be classified as suburban. Officers completed scales to gauge change in mental illness attitudes at the beginning and end of their one‐week CIT training. CIT training resulted in reductions in stigmatic attitudes with seven large effect sizes (ranging from η2 = .24 to .59) across the two measures. The findings from this research are a direct response to the call for greater diversity in the size of police settings in the CIT literature and serve to expand the empirical base for CIT in relation to officer‐level outcomes.