Easily accessible county data produced frontiers which substantially underestimated the reduction in risk by enrolling in the CRP. Furthermore, the county yield data portrayed an unattainable level of utility for a moderately risk averse farmer. Farm level data predicted CRP enrollment similar to actual enrollment in the study region.