5.1.3 Test One Factor at a Time (or Not) Several authors (19 p. 76; 20) recommend testing one factor at a time. We believe the advice, interpreted narrowly, is too restrictive and can lead organizations to focus on small incremental improvements. Conversely, some companies are touting their fractional factorial designs and Taguchi methods, thus introducing complexity where it may not be needed.