Finding an effective method for obtaining information on the travel patterns of household members is a critical need for transportation planners and researchers. This is particularly the case for Metropolitan Planning Organizations (MPOs), now being pressured to improve their travel demand forecasting capabilities. An emerging strategy for generating high-quality data is the use of Global Positioning Systems (GPS) trace data to collect travel patterns.