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. Author manuscript; available in PMC: 2020 Oct 1.
Published in final edited form as: J Consult Clin Psychol. 2019 Oct;87(10):872–886. doi: 10.1037/ccp0000402

Table 2.

Association of concurrent and lagged pain and negative affect (NA), modeled separately, and dichotomous opioid use and opioid dosage in milligram morphine equivalents.

IV: Physical pain IV: Negative affect
DV: Dichotomous use DV: Dosage DV: Dichotomous use DV: Dosage
Predictors OR 95% CI Est. 95% CI OR 95% CI Est. 95% CI
Intercept 0.03 [0.01, 0.16]*** 1.92 [−0.16, 4.00] 0.04 [0.01, 0.16]*** 1.97 [−0.09, 4.04]
Lagged occasion pain 0.67 [0.59, 0.77]*** −0.32 [−0.54, −0.10]**
Concurrent occasion pain 2.66 [2.26, 3.13]*** 1.38 [1.15, 1.62]***
Day pain 1.35 [1.10, 1.65]** 0.21 [−0.12, 0.55]
Person pain 1.35 [0.86, 2.11] 0.05 [−0.49, 0.59]
Lagged occasion NA 0.54 [0.38, 0.76]*** −0.35 [−0.98, 0.28]
Concurrent occasion NA 2.63 [1.88, 3.69]*** 1.69 [1.09, 2.28]***
Day NA 0.82 [0.53, 1.26] 0.23 [−0.63, 1.09]
Person NA 0.58 [0.24, 1.43] −0.21 [−1.41, 0.99]
Covariates
Time since last opioid (hr.) 0.19 [0.15, 0.23]*** −0.95 [−1.09, −0.81]*** 0.17 [0.14, 0.21]*** −1.04 [−1.18, −0.89]***
Opioid cycle 2.69 [1.84, 3.94]*** 1.51 [1.09, 1.93]*** 2.40 [1.69, 3.40]*** 1.60 [1.17, 2.03]***
Long-acting opioida 43.90 [41.87, 45.93]*** 44.14 [42.06, 46.21]***
Study day 0.98 [0.94, 1.02] 0.08 [0.004, 0.15]* 0.99 [0.95, 1.03] 0.07 [0.001, 0.15]*
Weekday (Saturday ref.)
 Sunday 1.32 [0.72, 2.43] 0.01 [−1.05, 1.08] 1.33 [0.77, 2.3] −0.13 [−1.22, 0.96]
 Monday 1.04 [0.58, 1.87] 0.16 [−0.90, 1.23] 1.01 [0.6, 1.72] 0.10 [−0.99, 1.19]
 Tuesday 1.34 [0.74, 2.41] 0.29 [−0.80, 1.37] 1.37 [0.80, 2.35] 0.25 [−0.86, 1.36]
 Wednesday 1.54 [0.85, 2.8] −0.10 [−1.16, 0.96] 1.37 [0.79, 2.37] −0.09 [−1.18, 0.99]
 Thursday 0.74 [0.40, 1.36] 0.12 [−0.93, 1.16] 0.78 [0.45, 1.35] 0.12 [−0.95, 1.19]
 Friday 1.34 [0.75, 2.41] 0.42 [−0.66, 1.49] 1.18 [0.70, 2.00] 0.28 [−0.82, 1.38]
Hour after wakeup 1.00 [0.93, 1.06] −0.03 [−0.12, 0.06] 1.01 [0.95, 1.08] −0.03 [−0.12, 0.07]
Age 1.04 [0.95, 1.13] 0.04 [−0.07, 0.15] 0.99 [0.92, 1.07] 0.03 [−0.07, 0.13]
Gender (male ref.) 1.12 [0.23, 5.54] −0.13 [−2.12, 1.87] 1.29 [0.29, 5.65] −0.12 [−2.11, 1.86]

Note. N = 34 individuals, 2,285 observations. OR = odds ratio, CI = confidence interval.

a

Whether opioids used were long-acting was not included as a covariate in dichotomous use models, due to collinearity. Degrees of freedom were calculated using the Kenward-Roger approximation.

*

p < .05

**

p < .01

***

p < .001.