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. 2021 Jan 25;2020:1220–1229.

Table 2.

Characteristics of included risk factors between individuals developing incident of OUD diagnosis vs. those without OUD

Without OUD (n=335,610) With OUD (n=1,101) Overall (n=336,711)
Mean age, mean (SD) 47.7 (20.8) 43.9 (14.2) 47.7 (20.8)
Gender
Female 190,141 (56.7%) 584 (53.0%) 190,725 (56.6%)
Male 145,469 (43.3%) 517 (47.0%) 145,986 (43.4%)
Race/ethnicity
Hispanic 27,047 (8.1%) 49 (4.5%) 27,096 (8.0%)
Non-Hispanic black 79,952 (23.8%) 171 (15.5%) 80,123 (23.8%)
Non-Hispanic White 215,855 (64.3%) 863 (78.4%) 216718 (64.4%)
Other 12,756 (3.8%) 18 (1.6%) 12,774 (3.8%)
Type of insurance
Medicaid 64,633 (19.3%) 339 (30.8%) 64,972 (19.3%)
Medicare 83,393 (24.8%) 246 (22.3%) 83,639 (24.8%)
Cash or no payment* 24,984 (7.4%) 213 (19.3%) 25,197 (7.5%)
Other 18,712 (5.6%) 32 (2.9%) 18,744 (5.6%)
Other governmental payment 13,414 (4.0%) 17 (1.5%) 13,431 (4.0%)
Private 130,474 (38.9%) 254 (23.1%) 130,728 (38.8%)
BMI, mean (SD) 29.0 (8.07) 27.5 (7.33) 29.0 (8.10)
Smoking
Former smoker 80,357 (23.9%) 214 (19.4%) 80,571 (23.9%)
Never smoker 179438 (53.5%) 244 (22.2%) 179682 (53.4%)
Smoker 75,815 (22.6%) 643 (58.4%) 76,458 (22.7%)
Alcohol use disorders (ICD-9: 291, 303; ICD-10: F10)
1 9745 (2.9%) 75 (6.8%) 9820 (2.9%)
Depression (ICD-9: 311; ICD-10: F33, F32)
1 35,928 (10.7%) 260 (23.6%) 36,188 (10.7%)
Anxiety (ICD-9: 300; ICD-10: F41)
1 43,821 (13.1%) 348 (31.6%) 44,169 (13.1%)
Sleep disorders (ICD-9: 327; ICD-10: G47)
1 27,585 (8.2%) 74 (6.7%) 27,659 (8.2%)
Rheumatoid arthritis (ICD-9: 714; ICD-10: M05, M06)
1 5,030 (1.5%) 23 (2.1%) 5,053 (1.5%)
Other pain conditions (ICD-9: 338; ICD-10: G89, R52)
1 53,399 (15.9%) 378 (34.3%) 53,777 (16.0%)
Cannabis-related disorders (ICD-9: 304.3, 305.2; ICD-10: F12)
1 8,699 (2.6%) 105 (9.5%) 8,804 (2.6%)
Nicotine-related disorders (ICD-9: 305.1; ICD-10: F17)
1 67,110 (20.0%) 561 (51.0%) 67,671 (20.1%)
Other psychoactive disorders (ICD-9: 305.9; ICD-10: F19)
1 3,738 (1.1%) 160 (14.5%) 3,898 (1.2%)
Cocaine-related disorders (ICD-9: 304.2, 305.6; ICD-10: F14)
1 4,013 (1.2%) 99 (9.0%) 4,112 (1.2%)
*

no payment includes self-pay, nor charge, refusal to pay/bad debt, Hill-Burton free care, research/donor, and other.