reports logit regression results on the factors that affect CNMP adoption. The pseudo r-squared of the model is 0.161. The variable Bay state is positive and significant with an average marginal effect equal to 0.131, indicating that animal operations operating in the Bay states are 13.1 percent more likely to have implemented a CNMP on average than animal farms operating outside the Bay. The estimated effects of the variables Dairy and Hog are reported relative to Broiler. There is no significant difference in CNMP adoption between broiler operations and dairies in the sample. Hog operations are 23.2 percent more likely to adopt CNMPs than broiler operations. Of the other significant variables, all have the expected signs.