DOE is a systematic tool for determining cause-and-effect relationships. DOE is a tool that can be used independent of Six Sigma, or as part of the Six Sigma approach. Should DOE experiments be designed so as to get all of the information possible in a single experiment, or should smaller experiments be run sequentially?