Skip to main content
. Author manuscript; available in PMC: 2020 Oct 1.
Published in final edited form as: Med Care. 2019 Oct;57(10):815–821. doi: 10.1097/MLR.0000000000001182

Table 2:

Predictors of Opioid Dose Change Compared to Dose Staying the Same Following Hospitalization

Patient Characteristics Dose Discontinued (N=308)
Versus stayed the Same (N=279)
Dose Decreased (N=149)
Versus stayed the
Same (N=279)
Dose Increased (N=128)
Versus stayed the Same
N=279

OR (95% CI) OR (95% CI) OR (95% CI)

Diagnosis at Hospitalization
 Opioid-Related
  Dependence/Abuse 2.17 (1.19-3.96) 0.95 (0.49-1.86) 1.19 (0.67-2.12)
  Overdose ref ref ref

Age, y
 <35 1.85 (0.82-4.17) 1.04 (0.38-2.83) 0.71 (0.34-1.48)
 35-55 1.10 (0.63-1.91) 0.85 (0.45-1.60) 1.28 (0.75-2.19)
 56-75 ref ref ref
 ≥76 1.49 (0.38-5.86) 2.22 (0.56-8.80) 0.31 (0.06-1.71)

Gender
 Male ref ref ref
 Female 0.90 (0.37-2.19) 0.87 (0.32-2.39) 0.82 (0.36-1.88)

Race
 White ref ref ref
 Black 0.98 (0.51-1.89) 0.71 (0.32-1.57) 1.04 (0.56-1.92)
 Other/ Unknown 1.25 (0.43-3.62) 1.40 (0.44-4.45) 1.22 (0.42-3.56)

Ethnicity
 Hispanic/Latino 1.79 (0.41-7.75) 0.61 (0.09-4.29) 1.04 (0.30-3.57)
 Not Hispanic/Latino ref ref ref

Daily Opioid Dosage (MME) before hospitalization* (56-63 days before)
 0 * * 0.23 (0.13-0.39)
 >0 to <50 ref ref ref
 50 to 90 0.74 (0.35-1.57) 3.26 (1.45-7.30) 0.58 (0.22-1.49)
 >90 0.49 (0.27-0.90) 2.51 (1.28-4.89) 0.19 (0.08-0.83)

Mental Health Diagnoses
 Depression 0.94 (0.56-1.58) 0.86 (0.48-1.53) 1.02 (0.63-1.65)
 Serious Mental Illness 1.39 (0.74-2.60) 1.82 (0.90-3.69) 0.90 (0.51-1.59)
 PTSD 0.93 (0.56-1.56) 0.88 (0.49-1.58) 0.80 (0.48-1.32)
 Anxiety 1.38 (0.81-2.34) 1.14 (0.61-2.11) 1.42 (0.86-2.34)
 SUD 1.83 (1.00-3.33) 1.04 (0.54-2.00) 0.73 (0.40-1.31)

Pain Diagnoses
 Acute Pain 1.40 (0.82-2.38) 1.60 (0.89-2.89) 1.08 (0.66-1.78)
 Chronic Pain 0.75 (0.30-1.87) 1.67 (0.50-5.57) 1.21 (0.57-2.54)
 Headache 0.83 (0.43-1.62) 0.94 (0.44-2.00) 1.42 (0.74-2.73)
 Neuropathy 1.63 (0.60-4.43) 2.58 (0.92-7.24) 2.17 (0.89-5.30)
 Cancer 1.19 (0.60-2.37) 1.10 (0.52-2.31) 0.93 (0.45-1.91)

Elixhauser Comorbidity Index 1.01 (0.97-1.06) 1.02 (0.98-1.07) 1.04 (1.00-1.08)
*

comparing dose 57-63 days post-hospitalization to 57-63 days pre-hospitalization

MME= morphine milligram equivalents, SMI=Serious Mental Illness, PTSD= Post-traumatic Stress Disorder, SUD= Substance Use Disorder