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Henry NR, Warner MA, Hanson AC, Schulte PJ, Warner NS. Patterns and Outcomes of Opioid Use Before and After Hospitalization for Critical Illness: A Population-Based Cohort Study. J Intensive Care Med 2025; 40:85-93. [PMID: 39105427 DOI: 10.1177/08850666241268473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2024]
Abstract
Background: Hospitalization represents a major access point for prescription opioids, yet little is known regarding patterns and outcomes of opioid exposures before and after hospitalization for critical illness. Methods: This is an observational, population-based cohort study of adults (≥18 years) hospitalized for critical illness from 2010 to 2019. Multivariable models assess associations between opioid exposures prior to hospitalization, classified according to the Consortium to Study Opioid Risks and Trends, and posthospitalization opioid exposures and clinical outcomes through 1-year posthospitalization. Results: Of 11 496 patients, 6318 (55%) were men with a median age of 66 (51, 79) years and 40% (n = 4623) surgical admissions. Prehospitalization opioid availability included 8449 (73%) none, 2117 (18%) short-term, 471 (4%) episodic, and 459 (4%) long-term. Thirty-nine percent (4144/10 708) of hospital survivors were discharged with opioids, with higher prescribing rates for surgical admissions (55%). Greater preadmission opioid exposures were associated with higher prevalent opioid availability at 1 year (odds ratio [95% confidence interval] 24.1 [18.3-31.8], 9.42 [7.18-12.3], and 2.55 [2.08-3.12] for long-term, episodic, and short-term exposures, respectively, vs none, P < .001). Greater preadmission opioid exposures were associated with longer hospitalizations (1.13 [1.04-1.23], 1.15 [1.06-1.25], and 1.08 [1.04-1.13] multiplicative increase in geometric mean, P < .001), more readmissions (hazard ratio [HR] 2.08 [1.74-2.49], 1.88 [1.56-2.26], and 1.48 [1.33-1.64], P < .001), and higher 1-year mortality (HR 1.59 [1.28-1.98], 1.75 [1.41-2.18], and 1.49 [1.32-1.69], P < .001). Similar associations were observed across surgical and nonsurgical admissions. Conclusions: Prehospitalization opioid exposures in survivors of critical illness are associated with clinical outcomes through 1 year and may serve as important prognostic markers.
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Affiliation(s)
- Nicole R Henry
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN, USA
| | - Matthew A Warner
- Division of Critical Care Medicine, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN, USA
| | - Andrew C Hanson
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Phillip J Schulte
- Department of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Nafisseh S Warner
- Division of Pain Medicine, Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN, USA
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Ma P, Cheng Y, Goulet JL, Sandbrink F, Brandt C, Spevak C, Kean JT, Becker W, Libin A, Shara N, Sheriff HM, Houston JS, Butler J, Workman ET, Agrawal RM, Kupersmith J, Zeng-Treitler Q. Guideline concordant opioid therapy in Veterans receiving VA and community care. BMC Health Serv Res 2024; 24:1284. [PMID: 39456008 PMCID: PMC11515256 DOI: 10.1186/s12913-024-11742-1] [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] [Received: 05/17/2024] [Accepted: 10/10/2024] [Indexed: 10/28/2024] Open
Abstract
Guideline concordant opioid therapy is a key part of the concerted effort to address the opioid crisis in the United States. The study aimed to compare the rates of guideline concordant care between veterans who solely used VA services (mono users) and veterans who used both VA services and community care (dual-system users). We used electronic health record data from the Washington DC and Baltimore VA Medical Centers from 2015 to 2019. We provided descriptive statistics as well as generalized estimating equations models to find associations between mono vs. dual-system users and each guideline outcome, controlling for demographic factors and comorbid conditions. The study found that overall rates of guideline concordant care were high in both mono and dual-system users with over 90% adherence rates for the majority of recommendations. However, there were variations in adherence to specific guidelines, with urine drug screening at initiation being the least commonly followed recommendation (8.9% of mono-user opioid initiators and 11.2% of dual-user initiators). This study also found that there was no consistent pattern of higher guideline adherence in mono vs. dual-system users but did show that through the course of this study (2015-2019) overall rates of guideline concordance increased. Future research will explore additional guideline recommendations and potential coordination issues among dual-system users.
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Affiliation(s)
- Phillip Ma
- Washington DC VA Medical Center, Washington, DC, USA
- George Washington University, Washington, DC, USA
| | - Yan Cheng
- Washington DC VA Medical Center, Washington, DC, USA
- George Washington University, Washington, DC, USA
| | - Joseph L Goulet
- Washington DC VA Medical Center, Washington, DC, USA
- Yale University, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | | | - Cynthia Brandt
- Yale University, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Chris Spevak
- Georgetown University School of Medicine, Washington, DC, USA
- Georgetown Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - Jacob T Kean
- Washington DC VA Medical Center, Washington, DC, USA
| | - William Becker
- Yale University, New Haven, CT, USA
- VA Connecticut Healthcare System, West Haven, CT, USA
| | - Alexander Libin
- Georgetown University School of Medicine, Washington, DC, USA
- MedStar Health, Columbia, MD, USA
- Georgetown Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - Nawar Shara
- Georgetown University School of Medicine, Washington, DC, USA
- MedStar Health, Columbia, MD, USA
- Georgetown Howard Universities Center for Clinical and Translational Science, Washington, DC, USA
| | - Helen M Sheriff
- Washington DC VA Medical Center, Washington, DC, USA
- George Washington University, Washington, DC, USA
| | | | | | - Elizabeth T Workman
- Washington DC VA Medical Center, Washington, DC, USA
- George Washington University, Washington, DC, USA
| | | | - Joel Kupersmith
- Washington DC VA Medical Center, Washington, DC, USA
- Georgetown University School of Medicine, Washington, DC, USA
| | - Qing Zeng-Treitler
- Washington DC VA Medical Center, Washington, DC, USA.
- George Washington University, Washington, DC, USA.
- University Biomedical Informatics Center, 2600 Virginia Ave NW, Suite 300, 20037, Washington, DC, USA.
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Siebenmorgen JP, Goree JH, Siegel ER, Norman SE, Stronach BM, Stambough JB, Mears SC. Hospital-Wide Adherence to Postsurgical Opioid Prescribing Guidelines: A Retrospective Cohort Study. J Surg Res 2024; 296:571-580. [PMID: 38340491 DOI: 10.1016/j.jss.2024.01.034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 01/10/2024] [Accepted: 01/18/2024] [Indexed: 02/12/2024]
Abstract
INTRODUCTION Lowering opioid prescription doses and quantity decreases the risk of chronic opioid usage. A tool was inserted into the brief operative note for the surgeon to assess the severity of pain associated with the procedure. We studied surgeon adherence to current opioid-prescribing recommendations. METHODS Retrospective cohort study with 5486 patients were included in the study population. Each patient's prescription was scored yes or no for adherence on total morphine milligram equivalents (MMEs) and days prescribed with the selection in the brief operative note. The entire study population was tested for an increase from the null-hypothesis "benchmark" value of 75% using a one-sided exact binomial test of a single proportion with P < 0.05. This procedure was repeated for subgroups, with P < 0.01. RESULTS Adherence to guidelines was higher than the 75% benchmark for "total MMEs prescribed" (79.5%; P < 0.001), but lower for "number of days prescribed" (63.5%; P > 0.999). Surgeries with severe predicted pain showed the highest adherence toward total MMEs prescribed at 87.1%, followed by moderate (80.5%) and mild (74.5%). Severe cases also showed the highest adherence in number of days prescribed (92.4%). Adherence to total MMEs prescribed was highest among attending physicians (88.1%) and lowest among residents/fellows (76.6%). CONCLUSIONS Adherence to current guidelines was 79.5% for MMEs prescribed but only 63.5% for days prescribed. Compliance with guidelines was better for severe procedures than mild or moderate. Differences were seen across surgical departments. While an improvement from previous reports, further improvement is needed to reduce the number of days of opioids prescribed and increase compliance with recommended guidelines.
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Affiliation(s)
- Jacob P Siebenmorgen
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Johnathan H Goree
- Department of Anesthesiology, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Eric R Siegel
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Sarah E Norman
- The College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Benjamin M Stronach
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Jeffrey B Stambough
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Simon C Mears
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas.
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Wagner Z, Kirkegaard A, Mariano LT, Doctor JN, Yan X, Persell SD, Goldstein NJ, Fox CR, Brummett CM, Romanelli RJ, Bouskill K, Martinez M, Zanocco K, Meeker D, Mudiganti S, Waljee J, Watkins KE. Peer Comparison or Guideline-Based Feedback and Postsurgery Opioid Prescriptions: A Randomized Clinical Trial. JAMA HEALTH FORUM 2024; 5:e240077. [PMID: 38488780 PMCID: PMC10943416 DOI: 10.1001/jamahealthforum.2024.0077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/29/2023] [Indexed: 03/18/2024] Open
Abstract
Importance Excess opioid prescribing after surgery can result in prolonged use and diversion. Email feedback based on social norms may reduce the number of pills prescribed. Objective To assess the effectiveness of 2 social norm-based interventions on reducing guideline-discordant opioid prescribing after surgery. Design, Setting, and Participants This cluster randomized clinical trial conducted at a large health care delivery system in northern California between October 2021 and October 2022 included general, obstetric/gynecologic, and orthopedic surgeons with patients aged 18 years or older discharged to home with an oral opioid prescription. Interventions In 19 hospitals, 3 surgical specialties (general, orthopedic, and obstetric/gynecologic) were randomly assigned to a control group or 1 of 2 interventions. The guidelines intervention provided email feedback to surgeons on opioid prescribing relative to institutionally endorsed guidelines; the peer comparison intervention provided email feedback on opioid prescribing relative to that of peer surgeons. Emails were sent to surgeons with at least 2 guideline-discordant prescriptions in the previous month. The control group had no intervention. Main Outcome and Measures The probability that a discharged patient was prescribed a quantity of opioids above the guideline for the respective procedure during the 12 intervention months. Results There were 38 235 patients discharged from 640 surgeons during the 12-month intervention period. Control-group surgeons prescribed above guidelines 36.8% of the time during the intervention period compared with 27.5% and 25.4% among surgeons in the peer comparison and guidelines arms, respectively. In adjusted models, the peer comparison intervention reduced guideline-discordant prescribing by 5.8 percentage points (95% CI, -10.5 to -1.1; P = .03) and the guidelines intervention reduced it by 4.7 percentage points (95% CI, -9.4 to -0.1; P = .05). Effects were driven by surgeons who performed more surgeries and had more guideline-discordant prescribing at baseline. There was no significant difference between interventions. Conclusions and Relevance In this cluster randomized clinical trial, email feedback based on either guidelines or peer comparison reduced opioid prescribing after surgery. Guideline-based feedback was as effective as peer comparison-based feedback. These interventions are simple, low-cost, and scalable, and may reduce downstream opioid misuse. Trial Registration ClinicalTrials.gov NCT05070338.
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Affiliation(s)
| | | | | | - Jason N. Doctor
- Sol Price School of Public Policy, University of Southern California, Los Angeles
| | - Xiaowei Yan
- Palo Alto Medical Foundation, Palo Alto, California
| | - Stephen D. Persell
- Division of General Internal Medicine, Department of Medicine, Center for Primary Care Innovation, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Noah J. Goldstein
- Anderson School of Management, Department of Psychology, and Geffen School of Medicine, University of California at Los Angeles, Los Angeles
| | - Craig R. Fox
- Anderson School of Management, Department of Psychology, and Geffen School of Medicine, University of California at Los Angeles, Los Angeles
| | | | - Robert J. Romanelli
- Palo Alto Medical Foundation, Palo Alto, California
- RAND Europe, Westbrook Centre, Cambridge, United Kingdom
| | | | | | - Kyle Zanocco
- Section of Endocrine Surgery, Division of General Surgery, Department of Surgery, David Geffen School of Medicine at UCLA, Los Angeles, California
| | - Daniella Meeker
- Keck School of Medicine, USC Leonard D. Schaeffer Center for Health Policy & Economics, Los Angeles, California
- Yale School of Medicine, New Haven, Connecticut
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