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. Author manuscript; available in PMC: 2024 Feb 1.
Published in final edited form as: Psychol Serv. 2021 Dec 30;20(1):157–165. doi: 10.1037/ser0000607

Table 3.

VA Clinical Service Use Bivariate Relationships Between OUD + CP Versus OUD Only or CP Only

Inpatient/residential service use 1. OUD and pain
2. OUD only
3. Pain only
1 versus 2 effect size
1 versus 3 effect size
N % N % N % Risk ratio Risk ratio
Any mental health inpatient treatment 8,661 26.11 1,773 14.16 34,001 1.69 1.84 15.48
Any residential treatment 5,188 15.64 1,119   8.94 15,954 0.79 1.75 19.76
Any medical–surgical inpatient treatment 7,154 21.57 1,101  8.8 176,184 8.74 2.45 2.47
Outpatient visits M SD M SD M SD Cohen’s d Cohen’s d

Emergency room visits   2.64   4.66   0.9   1.78   0.65   1.63 1.01 1.16
Medical and surgical visits 13.61 12.95    5.42   7.55   9.66 10.46 0.78 0.38
Psychiatric or substance use outpatient visits 37.62 58.95 31.9 54.98   4.02 15.65 0.32 1.90
All outpatient visits 51.22 61.59  37.31 56.55 13.68 19.87 0.64 1.74
Prescription medications M SD M SD M SD Cohen’s d Cohen’s d

Antidepressant prescriptions 11.53 22.3 5.19 12.16 3.08   9.63 0.63 0.85
Antipsychotic prescriptions   5.25 16.75   2.51 12.22 0.87   7.57 0.35 0.56
Anxiolytic/sedative prescriptions   4.48   9.3   1.84   5.02 1.58   4.54 0.57 0.62
Stimulant prescriptions   0.22   3.11   0.16   1.62 0.07   0.92 0.06 0.15
Anticonvulsant/mood stabilizer prescriptions   5.24 15.46   1.47   6.88 1.28   6.92 0.53 0.55
Lithium prescription   0.43   4.21   0.2   2.22 0.07   1.57 0.14 0.22
Opiate prescription   8.45 11.21   4.27   8.17 2.38   5.26 0.77 1.12
Number of psychotropic medications 27.14 48.64 11.37 26.59 6.94 20.58 0.74 0.95
N % N % N % Risk ratio Risk ratio

More than three prescription drug classes 11,720 35.34 1,794 14.33 183,120 9.09 2.47 3.89

Note. VA = Veteran Affairs; OUD = opioid use disorder; CP = chronic pain.