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. Author manuscript; available in PMC: 2020 Oct 1.
Published in final edited form as: Osteoarthritis Cartilage. 2019 Jun 26;27(10):1445–1453. doi: 10.1016/j.joca.2019.05.023

Table 2.

Selected baseline covariates for opioids continuous users versus never users

THR cohort TKR cohort
Covariate Continuous
users
Never users Continuous
users
Never users
N 12,381 55,455 22,964 133,062
Percentage or mean (±standard deviation)
Demographics
Age 74.1 (±6.6) 75.5 (±6.6) 72.7 (±5.7) 74.3 (±5.8)
Female 74.0 63.3 76.1 64.0
Race
 White 91.1 94.8 88.3 92.0
 Black 7.1 2.7 8.1 3.4
 Othersa 1.8 2.5 3.6 4.6
Region
 MidWest 26.4 29.8 25.8 31.1
 NorthEast 13.2 22.4 10.5 18.6
 South 41.7 29.7 45.2 33.8
 West 18.6 18.0 18.5 16.3
Opioid use
Any use of long-acting opioids 27.7 - 20.9 -
Any use of short-acting opioids 98.8 - 98.7 -
Pain-related conditions
Falls 15.0 8.3 10.9 3.0
Migraine 12.6 5.9 15.7 6.3
Neuropathy 51.9 23.9 44.9 18.7
Back pain 79.4 48.8 71.2 35.4
Other fracture 20.8 13.7 12.2 3.9
Other comorbidities
Combined comorbidity scoreb 2.2 (±2.8) 1.1 (±2.2) 1.9 (±2.6) 0.8 (±1.8)
Hyperlipidemia 73.6 73.3 75.3 76.6
Hypertension 88.7 76.4 89.7 81.2
Atrial fibrillation 16.8 13.3 13.6 12.0
Heart failure 17.9 7.6 15.3 6.3
Coronary heart disease 12.9 6.8 11.3 6.4
Stroke 14.5 11.1 13.6 10.1
Malignancy 18.1 20.4 16.0 18.6
Diabetes 32.5 22.1 38.2 28.4
Obesity 17.9 8.6 22.7 13.7
Chronic kidney disease 16.4 8.8 16.1 8.2
Tobacco 27.4 12.1 21.4 9.3
Drug abuse 1.5 1.3 0.1 0.0
Osteoporosis 22.4 15.8 18.4 12.7
Psychosis 4.3 1.7 3.2 0.9
Depression 31.1 10.7 31.3 10.0
Sleep disorder 24.1 10.9 27.1 13.4
Anxiety 23.9 8.5 23.6 7.5
Medication use
Non-selective NSAIDs 46.2 28.6 50.1 31.2
COXIBs 12.2 7.5 12.1 7.5
Corticosteroids 45.9 26.9 45.9 28.3
Anticonvulsants 39.0 8.6 39.9 8.9
Antidepressants 51.2 18.5 54.0 19.9
Antipsychotics 5.0 1.8 5.5 1.2
Benzodiazepines 21.1 6.2 22.3 6.2
Other anxiolytics 22.3 6.6 24.3 7.1
No. of unique prescriptions 14.9 (±6.5) 7.0 (±4.4) 15.5 (±6.7) 7.8 (±4.5)
Healthcare utilization
Emergency room visit 44.2 22.3 39.3 16.2
No. of emergency room visits 1.0 (±1.9) 0.3 (±0.8) 0.8 (±1.7) 0.2 (±0.6)
No. of physician visits 15.9 (±9.4) 10.2 (±6.7) 16.2 (±9.6) 10.7 (±6.5)

Abbreviations: NSAIDs non-steroid anti-inflammatory drugs; COXIBs cyclooxygenase-2 inhibitors

a

Including Hispanic and other race/ethnics

b

A combined comorbidity score ranges from −2 to 26, taking into account of 20 common individual conditions.