This was the first study in patient care informatics in which nutrient analysis methodology was used on a day-to-day basis to motivate low literate individuals to improve their food choice behavior and physical activity. The deliverables of this investigation included revised and enhanced software, professional documentation, and a participant workbook. These materials were designed so that they could be integrated into any risk factor reduction program for low literacy populations.