1
|
Beaulieu-Jones BR, Berrigan MT, Marwaha JS, Robinson KA, Nathanson LA, Fleishman A, Brat GA. Postoperative Opioid Prescribing via Rule-Based Guidelines Derived from In-Hospital Consumption: An Assessment of Efficacy Based on Postdischarge Opioid Use. J Am Coll Surg 2024; 238:1001-1010. [PMID: 38525970 DOI: 10.1097/xcs.0000000000001084] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
BACKGROUND Many institutions have developed operation-specific guidelines for opioid prescribing. These guidelines rarely incorporate in-hospital opioid consumption, which is highly correlated with consumption. We compare outcomes of several patient-centered approaches to prescribing that are derived from in-hospital consumption, including several experimental, rule-based prescribing guidelines and our current institutional guideline. STUDY DESIGN We performed a retrospective, cohort study of all adults undergoing surgery at a single-academic medical center. Several rule-based guidelines, derived from in-hospital consumption (quantity of opioids consumed within 24 hours of discharge), were used to specify the theoretical quantity of opioid prescribed on discharge. The efficacy of the experimental guidelines was compared with 3 references: an approximation of our institution's tailored prescribing guideline; prescribing all patients the typical quantity of opioids consumed for patients undergoing the same operation; and a representative rule-based, tiered framework. For each scenario, we calculated the penalized residual sum of squares (reflecting the composite deviation from actual patient consumption, with 15% penalty for overprescribing) and the proportion of opioids consumed relative to prescribed. RESULTS A total of 1,048 patients met inclusion criteria. Mean (SD) and median (interquartile range [IQR]) quantity of opioids consumed within 24 hours of discharge were 11.2 (26.9) morphine milligram equivalents and 0 (0 to 15) morphine milligram equivalents. Median (IQR) postdischarge consumption was 16 (0 to 150) morphine milligram equivalents. Our institutional guideline and the previously validated rule-based guideline outperform alternate approaches, with median (IQR) differences in prescribed vs consumed opioids of 0 (-60 to 27.25) and 37.5 (-37.5 to 37.5), respectively, corresponding to penalized residual sum of squares of 39,817,602 and 38,336,895, respectively. CONCLUSIONS Rather than relying on fixed quantities for defined operations, rule-based guidelines offer a simple yet effective method for tailoring opioid prescribing to in-hospital consumption.
Collapse
Affiliation(s)
- Brendin R Beaulieu-Jones
- From the Departments of Surgery (Beaulieu-Jones, Berrigan, Marwaha, Robinson, Fleishman, Brat), Beth Israel Deaconess Medical Center, Boston, MA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA (Beaulieu-Jones, Marwaha, Brat)
| | - Margaret T Berrigan
- From the Departments of Surgery (Beaulieu-Jones, Berrigan, Marwaha, Robinson, Fleishman, Brat), Beth Israel Deaconess Medical Center, Boston, MA
| | - Jayson S Marwaha
- From the Departments of Surgery (Beaulieu-Jones, Berrigan, Marwaha, Robinson, Fleishman, Brat), Beth Israel Deaconess Medical Center, Boston, MA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA (Beaulieu-Jones, Marwaha, Brat)
| | - Kortney A Robinson
- From the Departments of Surgery (Beaulieu-Jones, Berrigan, Marwaha, Robinson, Fleishman, Brat), Beth Israel Deaconess Medical Center, Boston, MA
| | - Larry A Nathanson
- Emergency Medicine (Nathanson), Beth Israel Deaconess Medical Center, Boston, MA
| | - Aaron Fleishman
- From the Departments of Surgery (Beaulieu-Jones, Berrigan, Marwaha, Robinson, Fleishman, Brat), Beth Israel Deaconess Medical Center, Boston, MA
| | - Gabriel A Brat
- From the Departments of Surgery (Beaulieu-Jones, Berrigan, Marwaha, Robinson, Fleishman, Brat), Beth Israel Deaconess Medical Center, Boston, MA
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA (Beaulieu-Jones, Marwaha, Brat)
| |
Collapse
|
2
|
Baltes A, Horton DM, Malicki J, Trevino C, Agarwal, S, Zarzaur BL, Brown RT. Pain management in trauma: the need for trauma-informed opioid prescribing guidelines. Trauma Surg Acute Care Open 2024; 9:e001294. [PMID: 38352958 PMCID: PMC10862252 DOI: 10.1136/tsaco-2023-001294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/27/2024] [Indexed: 02/16/2024] Open
Abstract
Background/objectives Surgical populations and particularly injury survivors often present with complex trauma that elevates their risk for prolonged opioid use and misuse. Changes in opioid prescribing guidelines during the past several years have yielded mixed results for pain management after trauma, with a limiting factor being the heterogeneity of clinical populations and treatment needs in individuals receiving opioids. The present analysis illuminates this gap between clinical guidelines and clinical practice through qualitative feedback from hospital trauma providers and unit staff members regarding current opioid prescribing guidelines and practices in the setting of traumatic injury. Methods The parent study aimed to implement a pilot screening tool for opioid misuse in four level I and II trauma hospitals throughout Wisconsin. As part of the parent study, focus groups were conducted at each study site to explore the facilitators and barriers of implementing a novel screening tool, as well as to examine the current opioid prescribing guidelines, trainings, and resources available for trauma and acute care providers. Focus group transcripts were independently coded and analyzed using a modified grounded theory approach to identify themes related to the facilitators and barriers of opioid prescribing guidelines in trauma and acute care. Results Three major themes were identified as impactful to opioid-related prescribing and care provided in the setting of traumatic injury; these include (1) acute treatment strategies; (2) patient interactions surrounding pain management; and (3) the multifactorial nature of trauma on pain management approaches. Conclusion Providers and staff at four Wisconsin trauma centers called for trauma-specific opioid prescribing guidelines in the setting of trauma and acute care. The ubiquitous prescription of opioids and challenges in long-term pain management in these settings necessitate additional community-integrated research to inform development of federal guidelines. Level of evidence Therapeutic/care management, level V.
Collapse
Affiliation(s)
- Amelia Baltes
- Department of Family Medicine and Community Health, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - David M Horton
- Department of Family Medicine and Community Health, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Julia Malicki
- Department of Family Medicine and Community Health, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Colleen Trevino
- Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Ben L Zarzaur
- Department of Surgery, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Randall T Brown
- Department of Family Medicine and Community Health, University of Wisconsin-Madison School of Medicine and Public Health, Madison, Wisconsin, USA
| |
Collapse
|
3
|
Bleicher J, Stauder EL, Johnson JE, Ko H, Huang LC. Trial of the Patient-Centered 2 × 24-Hour Predischarge Opioid Consumption Opioid Prescribing Guideline. JAMA Surg 2024; 159:111-113. [PMID: 37966809 PMCID: PMC10652214 DOI: 10.1001/jamasurg.2023.5628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 08/07/2023] [Indexed: 11/16/2023]
Abstract
This diagnostic/prognostic study evaluates the 2 × 24-hour predischarge opioid consumption guideline for opioid prescribing.
Collapse
Affiliation(s)
- Josh Bleicher
- Department of Surgery, University of Utah, Salt Lake City
| | | | | | - Hyunkyu Ko
- Department of Orthopedics, University of Utah, Salt Lake City
| | - Lyen C. Huang
- Department of Surgery, University of Utah, Salt Lake City
| |
Collapse
|
4
|
Huang LC, Bleicher J, Torre M, Johnson JE, Presson A, Millar MM, Gordon AJ, Brooke BS, Kaphingst KA, Harris AHS. Evaluating a health system-wide opioid disposal intervention distributing home-disposal bags. Health Serv Res 2023; 58:1256-1265. [PMID: 37700549 PMCID: PMC10622267 DOI: 10.1111/1475-6773.14227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023] Open
Abstract
OBJECTIVE To evaluate a health system-wide intervention distributing free home-disposal bags to surgery patients prescribed opioids. DATA SOURCES AND STUDY SETTING We collected patient surveys and electronic medical record data at an academic health system. STUDY DESIGN We conducted a prospective observational study. The bags were primarily distributed at pharmacies, though pharmacists delivered bags to some patients. The primary outcome was disposal of leftover opioids (effectiveness). Secondary outcomes were patient willingness to dispose and factors associated with disposal (effectiveness), recalling receipt of the bag (reach), and recalling receipt of bags and disposal over time (maintenance). We used a modified Poisson regression to evaluate the relative risk of disposal. Inverse probability of treatment weighting, based on propensity scores, was used to account for differences between survey responders and non-responders and reduce nonresponse bias. DATA COLLECTION/EXTRACTION METHODS From August 2020 to May 2021, we surveyed patients 2 weeks after discharge (allowing for home opioid use). Eligibility criteria were age ≥18, English being primary language, valid email address, hospitalization ≤30 days, discharge home, and an opioid prescription sent to a system pharmacy. PRINCIPAL FINDINGS We identified 5134 patients with 2174 completing the survey (response rate 42.3%). Among respondents, 1375 (63.8%) recalled receiving the disposal bag. Among 1075 respondents with leftover opioids, 284 (26.4%) disposed, 552 (51.3%) planned to dispose, 79 (7.4%) did not plan to dispose, 69 (6.4%) had undecided, and 91 (8.5%) had not considered disposal. Recalling receipt of the bag (incidence rate ratio [IRR] 1.25, 95% confidence interval [CI] 1.13-1.37) was positively associated with disposal. Patients who used opioids in the last year were less likely to dispose (IRR 0.82, 95% CI 0.73-0.93). Disposal rates remained stable over the study period while recalling receipt of bags trended up. CONCLUSIONS A pragmatic implementation of a disposal intervention resulted in lower disposal rates than prior trials.
Collapse
Affiliation(s)
- Lyen C. Huang
- Department of SurgeryUniversity of UtahSalt Lake CityUtahUSA
- Huntsman Cancer InstituteUniversity of UtahSalt Lake CityUtahUSA
| | - Josh Bleicher
- Department of SurgeryUniversity of UtahSalt Lake CityUtahUSA
| | - Michael Torre
- Department of Internal MedicineUniversity of UtahSalt Lake CityUtahUSA
| | | | - Angela Presson
- Department of Internal MedicineUniversity of UtahSalt Lake CityUtahUSA
| | - Morgan M. Millar
- Department of Internal MedicineUniversity of UtahSalt Lake CityUtahUSA
| | - Adam J. Gordon
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), Division of Epidemiology, Department of Internal MedicineUniversity of Utah School of MedicineSalt Lake CityUtahUSA
- Informatics, Decision‐Enhancement, and Analytic Sciences (IDEAS) CenterVA Salt Lake City Health Care SystemSalt Lake CityUtahUSA
| | | | - Kimberly A. Kaphingst
- Huntsman Cancer InstituteUniversity of UtahSalt Lake CityUtahUSA
- Department of CommunicationUniversity of UtahSalt Lake CityUtahUSA
| | - Alex H. S. Harris
- Department of SurgeryStanford UniversityStanfordCaliforniaUSA
- VA HSR&D Center for Innovation to ImplementationPalo Alto VA Health Care SystemPalo AltoCaliforniaUSA
| |
Collapse
|
5
|
DiPeri TP, Newhook TE, Day RW, Chiang YJ, Dewhurst WL, Arvide EM, Bruno ML, Scally CP, Roland CL, Katz MH, Vauthey JN, Chang GJ, Badgwell BD, Perrier ND, Grubbs EG, Lee JE, Tzeng CWD. A prospective feasibility study evaluating the 5x-multiplier to standardize discharge prescriptions in cancer surgery patients. Surg Open Sci 2022; 9:51-57. [PMID: 35663797 PMCID: PMC9161107 DOI: 10.1016/j.sopen.2022.04.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 04/18/2022] [Indexed: 11/26/2022] Open
Abstract
Background We designed a prospective feasibility study to assess the 5x-multiplier (5x) calculation (eg, 3 pills in last 24 hours × 5 = 15) to standardize discharge opioid prescriptions compared to usual care. Methods Faculty-based surgical teams volunteered for either 5x or usual care arms. Patients undergoing inpatient (≥ 48 hours) surgery and discharged by surgical teams were included. The primary end point was discharge oral morphine equivalents. Secondary end points were opioid-free discharges and 30-day refill rates. Results Median last 24-hour oral morphine equivalents was similar between arms (7.5 mg 5x vs 10 mg usual care, P = .830). Median discharge oral morphine equivalents were less in the 5x arm (50 mg 5x vs 75 mg usual care, P < .001). Opioid-free discharges included 33.5% 5x vs 18.0% usual care arm patients (P < .001). Thirty-day refill rates were similar (15.3% 5x vs 16.5% usual care, P = .742). Conclusion The 5x-multiplier was associated with reduced opioid prescriptions without increased refills and can be feasibly implemented across a diverse surgical practice.
Collapse
Affiliation(s)
- Timothy P. DiPeri
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Timothy E. Newhook
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ryan W. Day
- Department of Surgery, Division of Transplant Surgery, University of California San Francisco, San Francisco, CA
| | - Yi-Ju Chiang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Whitney L. Dewhurst
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Elsa M. Arvide
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Morgan L. Bruno
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Christopher P. Scally
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Christina L. Roland
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Matthew H.G. Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - George J. Chang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Brian D. Badgwell
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Nancy D. Perrier
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Elizabeth G. Grubbs
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jeffrey E. Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ching-Wei D. Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| |
Collapse
|