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Speed, efficiency and effectiveness. These are three very different things but are often associated with each other. According to folklore, the fastest doesn’t always finish first – so is efficiency and effectiveness what you should be striving for? Design of Experiments (DOE) is like this. You can conduct experiments fast, but what if you miss an important interaction because you can only experiment with one factor at a time?