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. Author manuscript; available in PMC: 2018 Aug 1.
Published in final edited form as: Surg Obes Relat Dis. 2017 Apr 7;13(8):1337–1346. doi: 10.1016/j.soard.2017.04.003

Table 2.

Associations with Continuation and Initiation of Prescribed Opioid Analgesic Use, following Bariatric Surgery.

Regular Opioid Use Post-Surgery
Continueda (N=280) Initiatedb (N=1631)
ARR(95%CI)c P ARR(95%CI)c P
Pre-surgery
Male (Ref. = Female) 1.07(0.91–1.27) 0.40 0.91(0.74–1.12) 0.36
Age, per 10 years younger 1.04(0.97–1.11) 0.32 1.00(0.92–1.08) 0.93
Race (Ref. = Black) 0.20 0.40
 White 0.91(0.73–1.13) 1.32(0.88–1.98)
 Other 1.11(0.80–1.52) 1.29(0.72–2.29)
Hispanic ethnicity 1.02(0.71–1.47) 0.92 0.86(0.49–1.51) 0.60
Household income <$25,000 (Ref. = ≥$25,000) 1.00(0.85–1.18) 0.99 1.04(0.85–1.28) 0.69
Insurance (Ref. = Private) 0.60 <0.01
 Public 1.03(0.88–1.21) 1.33(1.09–1.64)
 Other/unknown/none 0.91(0.71–1.16) 1.46(1.15–1.84)
SF-36 Bodily pain, per 10 points lower (worse) 1.14(1.03–1.25) 0.01 1.55(1.38–1.74) <.001
SF-36 Mental component score, per 10 points lower (worse) d 0.94(0.86–1.02) 0.14
Smoke cigarettes (Ref. = No) 1.05(0.87–1.26) 0.61 1.25(0.99–1.59) 0.06
Surgical procedure (Ref. = Laparoscopic RYGB) 0.93 0.70
 Open RYGB 0.98(0.80–1.21) 1.02(0.81–1.29)
 LAGB 0.99(0.83–1.18) 0.87(0.66–1.15)
 Other 0.91(0.67–1.22) 0.88(0.61–1.28)
Post-surgery
History of back, hip, knee or ankle surgery 1.01(0.89–1.14) 0.91 1.21(1.02–1.45) 0.03
Revision, reversal or new bariatric procedure 1.09(0.85–1.40) 0.48 1.50(1.08–2.07) 0.01
Pre- to post-surgery change
Weight change, per −5% (loss) 1.00(0.98–1.02) .84 1.03(0.99–1.07) 0.12
SF-36 Bodily pain, per 10 points lower (worse) 1.11(1.04–1.18) <.01 1.72(1.57–1.90) <.001
SF-36 Mental component score, per 10 points lower (worse) d 0.91(0.85–0.97) <0.01
Pre- and post-surgery status
Prescribed benzodiazepine use 0.02 0.24
 Started vs. never 0.90(0.75–1.07) 1.26(1.00–1.57)
 Continued vs. stopped 1.21(1.02–1.44) 1.05(0.64–1.74)
 Continued vs. never 1.15(1.01–1.30) 1.15(0.82–1.61)
Prescribed non-opioid analgesic usee <.001 <.001
 Started vs. never 2.06(1.59–2.68) 6.09(4.77–7.78)
 Continued vs. stopped 2.44(1.99–2.98) 4.00(2.60–6.16)
 Continued vs. never 2.14(1.68–2.72) 4.05(2.98–5.49)

Abbreviations: LAGB, laparoscopic adjustable gastric banding; SF-36, Short-Form 36-item Health Survey;

RYGB, Roux-en-Y gastric bypass.

a

Regular use of prescribed opioids pre- and post-surgery vs. regular use pre-surgery only.

b

Regular use of prescribed opioids post-surgery only vs. no regular use pre- and post-surgery.

c

Adjusted for other variables as indicated in this table, as well as site.

d

The ARR (95%CI) is not reported for variables that were not retained in the model due to lack of significance (P>.05 overall).

e

When prescribed non-steroidal anti-inflammatory drug (NSAID) use replaced prescribed non-opioid analgesic use, NSAID use was not significantly associated with risk of continued opioid use (P=0.69; started vs. never ARR=1.03, 95%CI, 0.88–1.20; continued vs. stopped ARR=1.09, 95%CI, 0.91–1.31; continued vs. never ARR=1.12, 95%CI, 0.91–1.37). However, compared to not using NSAIDs pre- and post-surgery, starting (ARR 1.63, 95%CI, 1.29–2.06) or continuing (ARR 1.51, 95%CI, 1.04–2.19) NSAID use were associated with increased risk of post-surgery initiated opioid use (P<.001). The risk of post-surgery initiated opioid use did not significantly differ by continued vs. stopped NSAID use (ARR=1.29, 95%CI, 0.86–1.94).