Amid growing concerns about the poor design of animal experiments and its implications for the translatability of experimental results, Michael F. W. Festing thinks it's time we do something about it.

Under the potential outcomes framework, we propose a randomization based estimation procedure for causal inference from split-plot designs, with special emphasis on 2² designs that naturally arise in ...