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. 2019 Nov 5;16(11):e1002941. doi: 10.1371/journal.pmed.1002941

Table 1. Characteristics and prescription opioid receipt of adults, overall and stratified by OUD and overdose and prescription opioid receipt within 12 months before OUD or overdose diagnosis.

No. (%) of Adults
Characteristic Patients With Incident OUD or Opioid-Related Overdose Patients With OUD Patients With Overdose
With Opioid Prescriptions Without Opioid Prescriptions With Opioid Prescriptions Without Opioid Prescriptions
Total sample size 227,038 (100) 133,131 (100) 72,814 (100) 14,160 (100) 6,933 (100)
Age at diagnosis, y
    18–30 75,191 (33.1) 28,912 (21.7) 39,372 (54.1) 3,170 (22.4) 3,737 (53.9)
    31–40 40,093 (17.7) 26,353 (19.8) 10,577 (14.5) 2,258 (15.9) 905 (13.1)
    41–50 48,428 (21.3) 33,583 (25.2) 10,310 (14.2) 3,492 (24.7) 1,043 (15.0)
    51–64 63,326 (27.9) 44,283 (33.3) 12,555 (17.2) 5,240 (37.0) 1,248 (18.0)
Male 120,006 (52.9) 67,766 (48.6) 46,158 (63.4) 5,304 (37.5) 3,778 (54.5)
Insurance holder status
    Dependent 121,393 (53.5) 65,660 (49.3) 43,749 (60.1) 7,676 (54.2) 4,308 (62.1)
    Employee 105,645 (46.5) 67,471 (50.7) 29,065 (39.9) 6,484 (45.8) 2,625 (37.9)
Living in metropolitan area 193,079(85.0) 111,758 (83.9) 63,544 (87.3) 11,776 (83.2) 6,001 (86.6)
Region
    Northeast 44,014 (19.4) 20,997 (15.8) 19,816 (27.2) 1,842 (13.0) 1,359 (19.6)
    Northcentral 44,419 (19.6) 25,196 (18.9) 13,932 (19.1) 3,477 (24.6) 1,814 (26.2)
    South 94,606 (41.7) 59,271 (44.5) 27,116 (37.2) 5,767 (40.7) 2,452 (35.4)
    West 43,999 (19.4) 27,667 (20.8) 11,950 (16.4) 3,074 (21.7) 1,308 (18.9)
Pain diagnosis
    Chronic pain 114,639 (50.5) 92,121 (69.2) 13,244 (18.2) 8,301 (58.6) 973 (14.0)
    Neuropathic pain 51,348 (22.6) 41,595 (31.2) 5,721 (7.9) 3,664 (25.9) 368 (5.3)
    Musculoskeletal pain 147,557 (65.0) 109,080 (81.9) 25,255 (34.7) 10,974 (77.5) 2,248 (32.4)
Mental disorders
    Depression 74,160 (32.7) 46,329 (34.8) 20,165 (27.7) 5,791 (40.9) 1,875 (27.0)
    Anxiety 45,993 (20.3) 29,107 (21.9) 12,714 (17.5) 3,087 (21.8) 1,085 (15.6)
Prescription opioid treatmenta within 12 months before OUD or overdose
Type of opioid agents
    Short-acting only 104,846 (71.2) 94,837 (71.2) - 10,009 (70.7) -
    Long-acting only 3,062 (2.1) 2,836 (2.1) - 226 (1.6) -
    Both short- and long-acting 39,383 (26.7) 35,458 (26.6) - 3,925 (27.7) -
Chronic opioid usea,b 43,625 (29.6) 39,833 (29.9) - 3,792 (26.8) -
High opioid dose
    ≥50 MME/day in any month 63,121 (43.3)c 57,677 (43.8)d - 5,444 (38.8)e -
    ≥90 MME/day in any month 41,971 (28.8)c 38,218(29.0)d - 3,753 (26.8)e -
Prescription opioid treatmenta within 3 months before OUD or overdose
Type of opioid agents
    Short-acting only 79,196 (53.8) 71,680 (53.8) - 7,516 (53.1) -
    Long-acting only 3,424 (2.3) 3,055 (2.3) - 369 (2.6) -
    Both short- and long-acting 24,804 (16.8) 22,195 (16.7) - 2,609 (18.4) -
Chronic opioid use 57,030 (38.7) 52,400 (39.4) - 4,630 (32.7) -
High opioid dose
    ≥50 MME/day 773 (0.5)c 715 (0.5)d - 58 (0.4)e -
    ≥90 MME/day 335 (0.2)c 312 (0.2)d - 23 (0.2)e -

aThe denominator was 147,291 patients who received at least 1 prescription opioid.

bChronic opioid use was defined as using prescription opioids for 70 days or longer in a 90-day period.

cThe denominator was 145,609 patients who had valid prescription opioid dosage converted to MME.

dThe denominator was 131,582 patients who had valid prescription opioid dosage converted to MME.

eThe denominator was 14,027 patients who had valid prescription opioid dosage converted to MME.

Abbreviations: MME, morphine milligram equivalent; OUD, opioid use disorder