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. 2022 May 20;9:101–108. doi: 10.1016/j.sopen.2022.05.009

Table 1.

Demographic and clinical characteristics for cholecystectomy, SC Medicaid 2014–2017

Measure Level Chronic Nonchronic Total P value
Unique patients, n (%) 1858 (38.8%) 2930 (61.2%) 4788 <.0001
Age Mean (SD) 37.8 (13.0) 33.1 (12.6) 34.9 (12.9)  
Age category, n (%) 18–34 y 896 (48.2%) 1884 (64.3%) 2780 (58.1%) <.0001
35–54 y 711 (38.3%) 819 (28.0%) 1530 (32.0%)
55–64 y 199 (10.7%) 162 (5.5%) 361 (7.5%)
65 + y 52 (2.8%) 65 (2.2%) 117 (2.4%)
Sex, n (%) Male 264 (14.2%) 272 (9.3%) 536 (11.2%) <.0001
Female 1594 (85.8%) 2658 (90.7%) 4252 (88.8%)
Race ethnicity, n (%) White 1061 (57.1%) 1517 (51.8%) 2578 (53.8%)
Black 545 (29.3%) 1072 (36.7%) 1617 (33.8%)
Hispanic 32 (1.7%) 83 (2.8%) 115 (2.4%)
Unknown/other 220 (11.8%) 258 (8.8%) 478 (10.0%)



Baseline measures (90 d presurgery period), n (%)
Opioid naive 0 d 592 (27.1%) 1592 (72.9%) 2184 (45.6%) <.0001
Opioid use during 30 d before surgery > 0–49 MME/d 1146 (46.3%) 1330 (53.7%) 2476 (95.1%) <.0001
50–89 MME/d 77 (92.8%) 6 (7.2%) 83 (3.2%)
≥ 90MME/d 43 (95.6%) 2 (4.4%) 45 (1.7%)
Total 1266 (48.6%) 1338 (51.3%) 2604 (100%)
Prescriber type for opioids ≤ 14 d before surgery‡‡ Emergency department 205 (40.4%) 303 (59.7%) 508 (40.7%) <.0001
Primary care provider 242 (65.2%) 129 (34.8%) 371 (29.7%) <.0001
Surgery 156 (50.5%) 153 (49.5%) 309 (24.8%) .65
Other 129 (62.6%) 77 (37.4%) 206 (16.5%) .0005
Total 644 (51.6%) 604 (48.4%) 1248 (100%)



Opioid use
Mean opioid days [mean (SD)] 90 d presurgery 22.8 (31.2) 3.8 (9.4) 11.2 (22.8) <.0001
Exposure period⁎⁎ 10.8 (10.2) 4.6 (4.3) 7.0 (7.8) <.0001
≥ 90 d postsurgery 48.7 (60.8) 0 18.9 (44.7) <.0001
Mean MME [mean (SD)] 90 d presurgery 11.8 (26.6) 1.7 (6.1) 5.9 (18.5) <.0001
Exposure period 18.7 (28.6) 6.9 (6.8) 11.5 (19.5) <.0001
≥ 90 d postsurgery 13.3 (27.9) 0 (0) 5.6 (19.3) <.0001
Percent with opioid use 90 d presurgery 68.1% 45.7% 54.4% <.0001
Exposure period 88.1% 81.3% 83.9% <.0001
≥ 90 d postsurgery 100.0% 0.0% 38.7% <.0001



Other medications or alternative pain treatments during exposure period, n (%)
NSAIDS, APAP 208 (11.2%) 179 (6.1%) 387 (8.1%) <.0001
Antidepressants 323 (17.4%) 245 (8.4%) 568 (11.9%) <.0001
Antipsychotics 78 (4.2%) 54 (1.8%) 132 (2.8%) <.0001
Gabapentin 144 (7.8%) 47 (1.6%) 191 (4.0%) <.0001
Pregabalin 29 (1.6%) 3 (0.1%) 32 (0.7%) <.0001
Benzodiazepines 275 (14.8%) 114 (3.9%) 389 (8.1%) <.0001
Selected sedatives/hypnotics†† 77 (4.1%) 65 (2.2%) 142 (3.0%) .0002
Muscle relaxants 140 (7.5%) 57 (2.0%) 197 (4.1%) <.0001
Duloxetine 39 (2.1%) 21 (0.7%) 60 (1.3%) <.0001
Alternative pain treatments Physical therapy 25 (0.5%) 17 (0.6%) 42 (0.9%) .007
Occupational therapy 8 (0.4%) 7 (0.2%) 15 (0.3%) .18



Surgery and process of care variables
Rehospitalization, n (%) ≤ 30 d of discharge 87 (4.7%) 95 (3.2%) 182 (3.8%) .01
31–270 d postdischarge 329 (17.7%) 143 (4.9%) 472 (9.9%) <.0001
Skilled nursing and Rehab facilities, n (%) 2 (0.04%) 2 (0.1%) 4 (0.1%) .64
Hospital length of stay, n (%) 2 or more nights 980 (52.7%) 1535 (52.4%) 2515 (52.5%) .81
1 night or same day 878 (47.3%) 1395 (47.6%) 2273 (47.7%)
No. unique providers visited (claims data) Mean (SD) 1.3 (2.1) 0.8 (1.5) 1.0 (1.7) <.0001
No. distinct prescribers (pharmacy data) Mean (SD) 1.3 (0.8) 0.9 (0.6) 1.07 (0.7) <.0001
No. unique nonprescribers visited Mean (SD) 0.03 (0.2) 0.02 (0.15) 0.03 (0.2) .10

Use of opioids ≥ 90 days after discharge from procedure is the measure of "chronic use."

Opioid-naive for analyses defined as 0 opioid day during 90 days prior to surgery.

Presurgical period = 90 days prior to procedure.

⁎⁎

Exposure period = 30 days after discharge from procedure.

††

This category included nonbenzodiazepine sedative/hypnotics and selected anxiolytics.

‡‡

Patients with ≥ 1 prescription from given source; patients could have multiple prescribers.