Thanks Jason, The cumulative link modeling (clm) in the ordinal package seems to be exactly what we needed. I found an excellent walk-through to this analysis at: http://cran.r-project.org/web/packages/ordinal/vignettes/clm_tutorial.pdf . Cheers, Jeff