Increasingly, colleges and universities are being compared and evaluated based on the outcomes that their students experience. While both self-evaluation and accountability are valuable, one should be careful that the right outcomes are measured. Using data from 21 community colleges, we find that traditional measures often ignore key positive outcomes.