Correctional education's primary goal is to reduce recidivism and increase employment among ex-offenders. The Bureau of Prison's practical goal in its mandatory GED program is to maximize the number of inmates obtaining the GED in a given time period. The purpose of this research is to model the number of instructional hours an inmate requires to obtain the GED as a regression on socio-demographic and Bureau of Prison policy variables related to inmate conduct in education programs. This quantitative research uses multiple regression to produce and analyze the model. An archival random sample of GED graduates in a large federal correctional complex is selected, the model fit and diagnosed, and a hold-out sample tested for predictive reliability. Any conclusions regarding policy alternatives for the Bureau of Prisons will then be drawn. Such alternatives may lead to improvements in general criminal justice and in correctional education in particular. [The dissertation citations contained here are published with the permission of ProQuest LLC. Further reproduction is prohibited without permission. Copies of dissertations may be obtained by Telephone (800) 1-800-521-0600. Web page: http://www.proquest.com/en-US/products/dissertations/individuals.shtml.]