The first stage of most decision making in business is gathering data. In most cases the information is collected in the form of words. Once the words are available, the professionals who gather the data perform an analysis of these words, and present the results to the decision maker. Recent scientific research shows that these professionals, most frequently, fail in their analysis of qualitative data. The article includes evidence from a recent scientific study.