“…A systematic review found most studies showed no significant relationship between age and attrition; however, most studies reporting significant associations indicate younger age as a risk factor for attrition (Brorson et al, 2013;Stark, 1992;Wickizer et al, 1994). Regarding race/ethnicity, some studies find minorities are less likely to complete treatment than non-Hispanic Whites (Guerrero, Marsh, Duan, Perron, & Lee, 2013; U.S. Department of Health and Human Services (USDHHS), Substance Abuse and Mental Health Services Administration (SAMHSA), Center for Behavioral Health Statistics and Quality, 2017b), others find the opposite (Rosenblum et al, 1999;Stack, Cortina, Samples, Zapata, & Arcand, 2000), and some find no difference in completion rates across racial/ethnic groups (Stark, 1992). In contrast, multiple studies consistently identify lower education as a risk factor for attrition (Brorson et al, 2013;Hillhouse, Marinelli-Casey, Gonzales, Ang, & Rawson, 2007…”