... How women in subpopulations characterized by socially disadvantaged backgrounds and high-risk conditions utilize prenatal care is of critical concern to medical communities (Hollowell, Kurinczuk, Oakley, Brocklehurst, & Gray, 2009;Kershaw et al., 2009;Lia-Hoagberg et al., 1990;Vintzileos et al., 2002). Women using substance, a highrisk subgroup at elevated risks of delivery complications and adverse birth outcomes (Burns, Mattick, & Cooke, 2006;Chen, Lien, Yeh, Su, & Ho, 2015;Lester et al., 2002), are disproportionately represented in prenatal care clients (Funkhouser, Butz, Feng, McCaul, & Rosenstein, 1993;Jessup, Humphreys, Brindis, & Lee, 2003;Roberts & Pies, 2011;Schempf & Strobino, 2009). Earlier studies on pregnant women in inner cities areas of the U.S. reported that frequent substance users were 2.5 times more likely to have low utilization of prenatal care (Funkhouser et al., 1993). ...