| Literature DB >> 36118374 |
Laura Murphy1,2,3, Kori Leblanc1,2,4, Souzi Badr1,2, Emily Ching1, Lynda Mao1,2, Naomi Steenhof1,2, Bassem Hamandi1,2,4, Bonita Rubin1,2, Ada Seto1, Andrea D Furlan3,5,6.
Abstract
Background: Opioid utilization and management in an inpatient rehabilitation setting have not been widely described, despite the unique opportunities that exist in this setting to support opioid stewardship across transitions in care. We aimed to characterize opioid utilization and management by interprofessional teams across a large, inpatient rehabilitation setting after incorporation of opioid stewardship principles by pharmacists as part of their daily practice. Patients and methods: This was a retrospective chart review at Toronto Rehab, University Health Network, Toronto, Canada. Patients with admission orders for any opioid from November 2017 to February 2018 were included. Complex continuing care and palliative care patients were excluded. Descriptive statistics were primarily used to describe the data as well as univariate linear regression to compare associations with milligram morphine equivalent (MME) reduction.Entities:
Keywords: discharge prescription; medication reconciliation; medication safety; opioid; pain management; pharmacy practice
Year: 2022 PMID: 36118374 PMCID: PMC9477087 DOI: 10.2147/DHPS.S360832
Source DB: PubMed Journal: Drug Healthc Patient Saf ISSN: 1179-1365
Characteristics of Included Patients
| Characteristics | Grouping | Frequency (%) |
|---|---|---|
| Age (years) | 18–39 | 35 (8) |
| 40–65 | 128 (29) | |
| 65+ | 285 (64) | |
| Sex | Female | 266 (59) |
| Male | 182 (41) | |
| Rehab program | Brain | 37 (8) |
| Spinal cord | 59 (13) | |
| Musculoskeletal and multi-system | 298 (67) | |
| Geriatric | 29 (6) | |
| Other | 25 (6) | |
| Length of stay (days) | <14 | 113 (25) |
| 14–21 | 114 (25) | |
| 22–35 | 108 (24) | |
| >35 | 113 (25) | |
| Opioid use prior to acute care | 147 (33) | |
| Surgical procedure in acute care | 347 (77) | |
| Chronic pain diagnosis | 313 (70) | |
| Mental health diagnosis | 108 (24) | |
| Depression | 71 (16) | |
| Anxiety | 62 (14) | |
| Pain intensity Numerical Rating Scale (0–10) | Admission to rehab (n=370) | |
| Mild (<4) | 179 (48) | |
| Moderate (4–<7) | 118 (32) | |
| Severe (≥7) | 73 (20) | |
| Prior to discharge from rehab (n=312) | ||
| Mild (<4) | 234 (75) | |
| Moderate (4-<7) | 68 (22) | |
| Severe (≥7) | 10 (3) |
Figure 1Opioid utilization by milligram morphine equivalent (MME) category at time points across transitions in care.
Univariate Linear Regression: Decrease in Milligram Morphine Equivalent (MME)
| Variable | Categories | Coefficient (B) | Std. Error | p-value |
|---|---|---|---|---|
| Age (1-year increase) | 0.770 | 0.461 | 0.096 | |
| Sex | Female | Reference | ||
| Male | 10.652 | 14.767 | 0.471 | |
| Inpatient rehab program | Musculoskeletal/ Multi-system | Reference | ||
| Brain | −85.563 | 31.214 | 0.006* | |
| Geriatric | 21.563 | 29.262 | 0.454 | |
| Slow stream rehab | −67.999 | 36.907 | 0.066 | |
| Spinal Cord | −65.570 | 21.513 | 0.002* | |
| Other | −45.054 | 78.118 | 0.564 | |
| Length of stay (1-day increase) | −0.967 | 0.358 | 0.007* | |
| Diagnosis related to acute pain in acute care | No | Reference | ||
| Yes | −42.368 | 14.166 | 0.003* | |
| Diagnosis related to physical trauma/injury in acute care | No | Reference | ||
| Yes | −35.532 | 14.419 | 0.014* | |
| Surgical procedure in acute care | No | Reference | ||
| Yes | −7.822 | 17.600 | 0.657 | |
| Type of procedure in acute care | No procedure | Reference | ||
| General surgery | −28.727 | 58.556 | 0.624 | |
| Head and neck | −28.817 | 98.821 | 0.771 | |
| Cardiovascular | −52.339 | 63.738 | 0.412 | |
| Neurological | −86.922 | 63.738 | 0.174 | |
| Orthopedic | 1.282 | 18.196 | 0.944 | |
| Thoracic | 3.019 | 58.556 | 0.959 | |
| Urology | 21.828 | 138.819 | 0.875 | |
| Diagnosis of chronic pain | No | Reference | ||
| Yes | 17.344 | 15.835 | 0.274 | |
| Any mental health diagnosis | No | Reference | ||
| Yes | 4.447 | 16.854 | 0.762 | |
| Any substance use disorder diagnosis | No | Reference | ||
| Yes | −23.097 | 19.478 | 0.236 | |
| Nicotine use disorder | No | Reference | ||
| Yes | −21.289 | 21.380 | 0.320 | |
| Alcohol use disorder | No | Reference | ||
| Yes | 20.030 | 35.360 | 0.571 | |
| Pain intensity on admission to rehab (Numerical Rating Scale) | 0–3 | Reference | ||
| 4–6 | 10.567 | 16.806 | 0.530 | |
| 7–10 | −10.581 | 19.210 | 0.582 | |
| Use of opioids at home | No | Reference | ||
| Yes | 12.746 | 15.157 | 0.401 | |
| MME from home (1 mg increase) | −0.022 | 0.159 | 0.888 | |
| MME last day of acute care (1 mg increase) | −0.155 | 0.118 | 0.190 | |
| MME first day of rehab (1 mg increase) | −0.164 | 0.094 | 0.081 | |
| Use of ER opioid at home | No | Reference | ||
| Yes | −17.808 | 28.435 | 0.532 | |
| New start of ER opioid while in hospital (acute care) | No | Reference | ||
| Yes | −50.476 | 21.909 | 0.022* | |
| New start of ER opioid while in hospital (rehab) | No | Reference | ||
| Yes | −19.575 | 29.013 | 0.500 | |
| Use of acetaminophen during rehab admission | No | Reference | ||
| Yes | −39.153 | 31.512 | 0.215 | |
| Use of NSAID during rehab admission | No | Reference | ||
| Yes | 1.989 | 14.364 | 0.890 | |
| Use of gabapentinoids or antidepressants during rehab admission | No | Reference | ||
| Yes | −2.120 | 14.426 | 0.883 | |
| Use of cannabinoids during rehab admission | No | Reference | ||
| Yes | 23.804 | 49.073 | 0.628 | |
| Use of benzodiazepine during rehab admission | No | Reference | ||
| Yes | −0.864 | 22.067 | 0.969 | |
| Opioid rotation during rehab stay | No | Reference | ||
| Yes | −14.650 | 37.414 | 0.696 |
Note: *Variables with p-values ≤0.05 were considered significant.
Abbreviations: ER, extended release; MME, milligram morphine equivalent; NSAID, non-steroidal anti-inflammatory.
Figure 2Opioid prescriptions at discharge from inpatient rehabilitation, as (A) quantity of “as-needed” doses and (B) days supply of scheduled opioids.