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. 2018 Aug 7;320(5):504–506. doi: 10.1001/jama.2018.9023

Table. Patient Demographics and Multivariable Logistic Regression for Persistent Opioid Use.

Opioid Prescription, No. (%) P Value Adjusted Odds Ratio
(95% CI)
Filled (n = 56 686) Not Filled (n = 14 256)
Primary outcome: persistent opioid use 737 (1.3) 71 (0.5) 2.69 (2.10-3.44)
Age group, y
13-15 5684 (10.0) 1213 (8.5) <.001 1 [Reference]
16-18 25 778 (45.5) 5619 (39.4) 1.39 (1.01-1.91)
19-24 20 539 (36.2) 5597 (39.3) 2.13 (1.55-2.92)
25-30 4685 (8.3) 1827 (12.8) 2.85 (1.87-4.34)
Male sex 26 125 (46.1) 6951 (48.8) <.001 0.65 (0.56-0.76)
Insurance policy holdera 4946 (8.7) 1920 (13.5) <.001 1.29 (0.96-1.73)
Median income, $b
<40 000 134 (0.2) 46 (0.3) <.001 1.05 (0.26-4.27)
40 000-69 999 25 208 (44.5) 6294 (44.2) 1 [Reference]
≥70 000 26 905 (47.5) 6660 (46.7) 0.91 (0.79-1.06)
Unknown 4439 (7.8) 1256 (8.8) 1.14 (0.89-1.46)
Type of chronic conditionc
Neurological or neuromuscular 112 (0.2) 35 (0.3) .26 1.90 (0.68-5.25)
Cardiovascular 330 (0.6) 71 (0.5) .23 0.84 (0.31-2.28)
Respiratory 26 (0.1) 7 (0.1) .87 2.33 (0.31-17.71)
Renal and urological 31 (0.1) 10 (0.1) .49 2.05 (0.27-15.44)
Gastrointestinal 92 (0.2) 19 (0.1) .43 2.09 (0.66-6.68)
Hematologic or immunologic 117 (0.2) 29 (0.2) .94 1.09 (0.27-4.43)
Metabolic 635 (1.1) 174 (1.2) .31 0.54 (0.24-1.22)
Other congenital or genetic defect 269 (0.5) 60 (0.4) .40 1.14 (0.52-2.50)
Malignancy 625 (1.1) 135 (1.0) .11 1.06 (0.56-1.99)
Diagnoses
Chronic pain 2489 (4.4) 493 (3.5) <.001 2.26 (1.78-2.88)
Depression 599 (1.1) 107 (0.8) .001 1.87 (1.16-3.01)
Anxiety 1055 (1.9) 197 (1.4) <.001 2.00 (1.40-2.86)
Substance use disorder 271 (0.5) 81 (0.6) .17 3.86 (2.27-6.57)
Other mental health diagnosis 440 (0.8) 92 (0.6) .11 1.60 (0.88-2.89)
Preoperative prescription by medication class
Benzodiazepines 1831 (3.2) 159 (1.1) <.001 1.35 (0.98-1.86)
Stimulants 1748 (3.1) 253 (1.8) <.001 2.02 (1.50-2.72)
Sedative or hypnotics 341 (0.6) 30 (0.2) <.001 2.92 (1.80-4.73)
Antidepressants 2416 (4.3) 353 (2.5) <.001 1.28 (0.97-1.69)
Third molar impaction status
None 1946 (3.4) 1806 (12.7) <.001 1 [Reference]
Soft tissue 2702 (4.8) 1125 (7.9) 0.64 (0.42-0.96)
Partial bony 12 055 (21.3) 3094 (21.7) 0.73 (0.53-0.99)
Complete bony 39 983 (70.5) 8231 (57.7) 0.83 (0.62-1.12)
a

Indicates that the patient was the employee with the primary plan coverage.

b

Estimated as the median income within the patient’s Metropolitan Statistical Area.

c

Defined using version 2 of the pediatric Complex Chronic Conditions classification system.