The 1.5 million persons arrested each year for driving under the influence of alcohol or other drugs (DUI) constitute a growing portion of the caseloads of the nation’s probation officers (Federal Bureau of Investigation, 2002). The sheer volume of these cases poses the challenge of determining which DUI offenders pose the greatest threat to public safety and require more rigorous monitoring…