Table 2.

Odds Ratios For the Association Between Independent Factors and Prescription Opioid Use

Independent VariablesOdds Ratio (95% CI)
UnadjustedAdjusted*
Any mental health disorder4.34 (3.93–4.77)2.08 (1.83–2.35)
Age, years1.02 (1.02–1.02)0.99 (0.98–1.00)
Sex
    Male1.00 (Reference)1.00 (Reference)
    Female1.42 (1.31–1.55)1.07 (0.96–0.99)
Race/ethnicity
    Non-Hispanic white1.00 (Reference)1.00 (Reference)
    Non-Hispanic black0.83 (0.74–0.93)0.80 (0.70–0.91)
    Hispanic or Latino0.43 (0.38–0.49)0.58 (0.49–0.67)
    Other0.44 (0.35–0.56)0.55 (0.42–0.72)
Health insurance coverage
    Private1.00 (Reference)1.00 (Reference)
    Public2.70 (2.44–3.00)1.23 (1.06–1.42)
    Uninsured0.64 (0.54–0.76)0.86 (0.70–1.06)
Has usual source of care2.91 (2.49–3.39)1.67 (1.39–2.02)
PCS score0.91 (0.91–0.91)0.96 (0.95–0.97)
Self-reported overall health status
    Excellent to good1.00 (Reference)1.00 (Reference)
    Fair or poor6.02 (5.38–6.74)1.29 (1.11–1.48)
Self-reported limitation due to pain
    None or little1.00 (Reference)1.00 (Reference)
    Moderate5.25 (4.50–6.13)2.15 (1.78–2.59)
    Severe15.24 (13.41–17.31)3.15 (2.58–3.85)
Physical limitation8.25 (7.40–9.20)1.84 (1.56–2.17)
Has substance abuse diagnosis4.29 (2.88–6.40)2.42 (1.19–4.96)
Had outpatient surgery4.62 (3.98–5.36)2.73 (2.22–3.36)
Had inpatient surgery7.02 (6.13–8.05)3.58 (2.92–4.38)
  • All estimates are weighted to represent the U.S. noninstitutionalized population.

  • * Adjusted for all other factors in the table.

  • PCS, physical component summary.