Currently, the federal approach to measuring community college completion assumes that students will earn a credential within three years, but this assumes a college-attending behavior similar to a traditional full-time student, and does not account for older or part-time students who work and raise families while attending school. This policy brief discusses how the current federal method for measuring community college performance is too simplistic, and describes a modified approach to defining and measuring student success with more accuracy. Based on the pilot project of the Achieving the Dream Cross-State Data Work Group, the author reports on the group’s methodology for analyzing postsecondary data, the results of their testing process, and how the findings can lead to changes in state policy concerning increased community college success.