“…First, opioid users in rural settings are more likely to abuse prescription opioids (versus heroin) relative to those in urban settings (Cicero, Surratt, Inciardi, & Munoz, 2007; Rigg & Monnat, 2015; Wang, Becker, & Fiellin, 2013; Wang, Fiellin, & Becker, 2014). Second, relative to urban settings, rural settings have substantially lower availability for opioid use disorder treatments (Heil, Sigmon, Jones, & Wagner, 2008; Hirchak & Murphy, 2016; Paulozzi & Xi, 2008; Paulozzi & Xi, 2008; Rosenblum et al, 2011; Rosenblum et al, 2011; Stein et al, 2015; Stein et al, 2015), which could otherwise serve as a protective factor against opioid overdose (Schwartz et al, 2013). For instance, 90.4% of physicians who are authorized to prescribe buprenorphine reside in metropolitan areas versus 1.3% who reside in rural settings, and 82.5% of rural counties have no buprenorphine-authorized physician (Rosenblatt, Andrilla, Catlin, & Larson, 2015).…”