Experimental design

Unlucky randomization

A colleague asked me the other day: I wonder if you have any suggestions for what to do if random assignment results in big group differences on the pre-test scores of the main outcome measure? My default is just to shrug, use the pretest scores as a covariate and interpret with caution, but if there’s a suggestion you have I’d be most grateful for being pointed in the right direction.