Colorado has the second most-educated adult populace, but largely because it imports college-educated labor from other states. Almost 56 percent of Coloradans have a high-quality certificate, associate's degree, bachelor's degree, or higher. Yet at the same time Colorado has the fifth lowest high school graduation rate in the nation. The state's…

The use of categorical dependent variables with the classical linear regression model (CLRM) violates many of the model's assumptions and may result in biased estimates (Long, 1997; O'Connell, Goldstein, Rogers, & Peng, 2008). Many dependent variables of interest to educational researchers (e.g., professorial rank, educational attainment) are…