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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 3.

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

DV: Dichotomous use DV: Dosage
OR 95% CI Est. 95% CI
Predictors
Intercept 0.02 [0.01, 0.12]*** 1.58 [−0.52, 3.68]
Lagged occasion pain 0.70 [0.61, 0.8]*** −0.31 [−0.55, −0.07]*
Concurrent occasion pain 2.70 [2.26, 3.23]*** 1.30 [1.04, 1.56]***
Day pain 1.58 [1.24, 2.01]*** 0.29 [−0.10, 0.68]
Person pain 1.69 [1.04, 2.74]* 0.16 [−0.46, 0.77]
Lagged occasion NA 0.75 [0.5, 1.13] −0.18 [−0.86, 0.50]
Concurrent occasion NA 0.85 [0.55, 1.31] 0.04 [−0.62, 0.70]
Day NA 0.55 [0.31, 0.96]* −0.34 [−1.31, 0.63]
Person NA 0.36 [0.12, 1.02] −0.45 [−1.83, 0.93]
Lagged occasion pain x NA 0.81 [0.62, 1.04] −0.05 [−0.40, 0.31]
Concurrent occasion pain x NA 1.14 [0.93, 1.40] 0.72 [0.37, 1.07]***
Covariates
Time since last opioid (hr.) 0.19 [0.15, 0.23]*** −0.95 [−1.09, −0.81]***
Opioid cycle 2.67 [1.82, 3.91]*** 1.53 [1.11, 1.95]***
Long-acting opioid 43.61 [41.58, 45.65]***
Study day 0.99 [0.95, 1.03] 0.09 [0.01, 0.16]*
Weekday (Saturday ref.)
 Sunday 1.43 [0.77, 2.64] 0.07 [−1.00, 1.13]
 Monday 1.08 [0.60, 1.96] 0.27 [−0.80, 1.34]
 Tuesday 1.45 [0.80, 2.63] 0.32 [−0.77, 1.40]
 Wednesday 1.64 [0.89, 3] 0.01 [−1.05, 1.07]
 Thursday 0.76 [0.41, 1.4] 0.21 [−0.83, 1.26]
 Friday 1.32 [0.73, 2.38] 0.46 [−0.61, 1.54]
Hour after wakeup 1.00 [0.94, 1.07] −0.03 [−0.13, 0.06]
Age 1.03 [0.95, 1.12] 0.04 [−0.08, 0.15]
Gender (male ref.) 1.37 [0.29, 6.49] −0.02 [−2.03, 2.00]

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 the dichotomous use model, due to collinearity. Degrees of freedom were calculated using the Kenward-Roger approximation.

*

p < .05

**

p < .01

***

p < .001