An evaluation of the "Percentage of Nonoverlapping Data" approach for quantifying outcomes of single-subject research in special education reveals that it is potentially too sensitive to atypical baseline data, not powerful enough to discriminate important treatment differences, and adversely affected by even subtle trends in the data. (Author)