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. Author manuscript; available in PMC: 2022 Jun 30.
Published in final edited form as: Drug Alcohol Depend. 2017 May 16;176:89–95. doi: 10.1016/j.drugalcdep.2017.03.011

Table 2.

Multivariable Multinomial Logistic Regression Analysis Comparing Risk Factors for Injection or Smoking or Inhalation Abuse As Usual Route of Abuse Compared to Oral Abuse among Primary Prescription Opioid Abuse Treatment Admissions, United States, 2004–2013.

Injection Abuse versus Oral Abuse Smoking or Inhalation Abuse versus Oral Abuse
Characteristic Relative Risk Ratio (95% Confidence Interval) Relative Risk Ratio (95% Confidence Interval)

Year
 2004 Ref Ref
 2005 0.96 (0.92–1.00) 1.15 (1.10–1.19)*
 2006 0.92 (0.88–0.96)* 1.26 (1.22–1.31)*
 2007 0.82 (0.79–0.86)* 1.16 (1.12–1.20)*
 2008 0.90 (0.87–0.94)* 1.22 (1.18–1.26)*
 2009 1.05 (1.01–1.09)* 1.38 (1.34–1.43)*
 2010 1.26 (1.22–1.31)* 1.65 (1.60–1.70)*
 2011 1.34 (1.30–1.39)* 1.74 (1.69–1.80)*
 2012 1.45 (1.40–1.50)* 1.74 (1.69–1.80)*
 2013 1.77 (1.71–1.83)* 1.77 (1.72–1.83)*
Sex
 Female Ref Ref
 Male 1.38 (1.36–1.40)* 1.35 (1.34–1.37)*
Age, years
 12–17 Ref Ref
 18–24 2.85 (2.68–3.04)* 1.00 (0.96–1.03)
 25–34 2.16 (2.03–2.30)* 0.56 (0.54–0.58)*
 35–44 1.60 (1.50–1.71)* 0.37 (0.36–0.39)*
 45–54 1.33 (1.24–1.42)* 0.25 (0.24–0.27)*
 55 and over 1.07 (0.98–1.15) 0.20 (0.19–0.21)*
Race/Ethnicity
 Hispanic Ref Ref
 Non-Hispanic White 1.44 (1.40–1.49)* 1.41 (1.37–1.44)*
 Non-Hispanic Black 0.57 (0.54–0.60)* 1.01 (0.98–1.05)
 Non-Hispanic Other 1.70 (1.62–1.77)* 2.44 (2.36–2.53)*
Living Arrangement
 Independent Ref Ref
 Dependent 1.27 (1.25–1.29)* 1.05 (1.04–1.07)*
 Homeless 1.73 (1.69–1.77)* 1.14 (1.12–1.17)*
Employment Status
 Full-time employment Ref Ref
 Part-time employment 1.28 (1.24−1.32)* 1.05 (1.03–1.08)*
 Not in labor force 1.37 (1.34–1.40)* 0.92 (0.90–0.93)*
 Unemployed 1.69 (1.65–1.72)* 1.07 (1.06–1.09)*
U.S. Census Region
 Northeast Ref Ref
 Midwest 1.65 (1.62–1.68)* 0.47 (0.46–0.48)*
 South 2.15 (2.12–2.19)* 0.70 (0.69–0.70)*
 West 0.89 (0.87–0.91) 0.52 (0.51–0.53)*
Number of Prior Substance Abuse Treatment Episodes
 0 Ref Ref
 1 1.18 (1.17–1.20)* 1.04 (1.03–1.05)*
 2 1.44 (1.42–1.47)* 1.06 (1.04–1.07)*
 3 or more 1.79 (1.76–1.82)* 1.02 (1.00–1.03)*
Age of First Use of Prescription Opioids, years
 Less than 14 Ref Ref
 15–17 0.99 (0.96–1.01) 1.07 (1.04–1.09)*
 18–20 0.85 (0.83–0.87)* 1.05 (1.03–1.07)*
 21–24 0.74 (0.72–0.76)* 0.97 (0.95–0.99)*
 25–29 0.65 (0.64–0.67)* 0.86 (0.84–0.88)*
 30–39 0.58 (0.57–0.60)* 0.79 (0.77–0.81)*
 40 and over 0.44 (0.42–0.46)* 0.72 (0.69–0.74)*
Substance Reported At Admission±
 Alcohol 0.87 (0.85–0.88)* 0.92 (0.91–0.93)*
 Cocaine or Crack 1.71 (1.68–1.74)* 1.29 (1.27–1.31)*
 Marijuana 1.09 (1.07–1.10)* 1.27 (1.25–1.28)*
 Heroin 1.88 (1.84–1.92)* 1.48 (1.46–1.51)*
 Methamphetamine 2.21 (2.15–2.26)* 0.95 (0.92–0.98)*
 Benzodiazepines 0.98 (0.96–1.00)* 1.02 (1.01–1.04)*