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Averkamp B, Li K, Wally MK, Roomian T, Griggs C, Runyon M, Hsu JR, Seymour RB, Beuhler M, Bosse MJ, Castro M, Gibbs M, Jarrett S, Leas D, Odum S, Yu Z, Rachal J, Saha A, Sullivan DM, Watling B. Opioid Prescribing Rate for Nonoperative Distal Radius Fractures and Clinician Response to a Clinical Decision Support Alert. J Emerg Med 2024; 66:e413-e420. [PMID: 38490894 DOI: 10.1016/j.jemermed.2023.12.002] [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: 02/21/2023] [Revised: 11/27/2023] [Accepted: 12/08/2023] [Indexed: 03/17/2024]
Abstract
BACKGROUND Opioids are commonly prescribed for the management of acute orthopedic trauma pain, including nonoperative distal radius fractures. OBJECTIVES This prospective study aimed to determine if a clinical decision support intervention influenced prescribing decisions for patients with known risk factors. We sought to quantify frequency of opioid prescriptions for acute nonoperative distal radius fractures treated. METHODS We performed a prospective study at one large health care system. Utilizing umbrella code S52.5, we identified all distal radius fractures treated nonoperatively, and the encounters were merged with the Prescription Reporting with Immediate Medication Mapping (PRIMUM) database to identify encounters with opioid prescriptions and patients with risk factors for opioid use disorder. We used multivariable logistic regression to determine patient characteristics associated with the prescription of an opioid. Among encounters that triggered the PRIMUM alert, we calculated the percentage of encounters where the PRIMUM alert influenced the prescribing decision. RESULTS Of 2984 encounters, 1244 (41.7%) included an opioid prescription. Age increment is a significant factor to more likely receive opioid prescriptions (p < 0.0001) after adjusting for other factors. Among encounters where the physician received an alert, those that triggered the alert for early refill were more likely to influence physicians' opioid prescribing when compared with other risk factors (p = 0.0088). CONCLUSION Over 90% of patients (106/118) continued to receive an opioid medication despite having a known risk factor for abuse. Additionally, we found older patients were more likely to be prescribed opioids for nonoperatively managed distal radius fractures.
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Affiliation(s)
- Ben Averkamp
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | - Katherine Li
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | - Meghan K Wally
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | - Tamar Roomian
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | | | - Michael Runyon
- Department of Emergency Medicine, Charlotte, North Carolina
| | - Joseph R Hsu
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | - Rachel B Seymour
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | | | - Michael J Bosse
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | | | - Michael Gibbs
- Department of Emergency Medicine, Charlotte, North Carolina
| | - Steven Jarrett
- Patient Safety, Atrium Health, Charlotte, North Carolina
| | - Daniel Leas
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina; Carolina Neurosurgery and Spine Associates, Charlotte, North Carolina
| | - Susan Odum
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | - Ziqing Yu
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, North Carolina
| | - James Rachal
- Department of Psychiatry, Charlotte, North Carolina
| | | | - D Matthew Sullivan
- Atrium Health Information and Analytic Services, Atrium Health, Charlotte, North Carolina
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Wohler A, Macknet D, Seymour RB, Wally MK, Irwin T, Hsu JR, Beuhler M, Bosse M, Gibbs M, Griggs C, Jarrett S, Karunakar M, Kempton L, Leas D, Odum SM, Phelps K, Roomian T, Runyon M, Saha A, Sims S, Watling B, Wyatt S, Yu Z. Opioid Prescribing Risk Factors in Nonoperative Ankle Fractures: The Impact of a Prospective Clinical Decision Support Intervention. J Foot Ankle Surg 2022; 61:557-561. [PMID: 34836780 DOI: 10.1053/j.jfas.2021.09.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 09/14/2021] [Accepted: 09/22/2021] [Indexed: 02/03/2023]
Abstract
Opioids are frequently used for acute pain management of musculoskeletal injuries, which can lead to misuse and abuse. This study aimed to identify the opioid prescribing rate for ankle fractures treated nonoperatively in the ambulatory and emergency department setting across a single healthcare system and to identify patients considered at high risk for abuse, misuse, or diversion of prescription opioids that received an opioid. A retrospective cohort study was performed at a large healthcare system. The case list included nonoperatively treated emergency department, urgent care and outpatient clinic visits for ankle fracture and was merged with the Prescription Reporting With Immediate Medication Mapping (PRIMUM) database to identify encounters with prescription for opioids. Descriptive statistics characterize patient demographics, treatment location and prescriber type. Rates of prescribing among subgroups were calculated. There were 1,324 patient encounters identified, of which, 630 (47.6%) received a prescription opioid. The majority of patients were 18-64 years old (60.3%). Patients within this age range were more likely to receive an opioid prescription compared to other age groups (p < .0001). Patients treated in the emergency department were significantly more likely to receive an opioid medication (68.3%) compared to patients treated at urgent care (33.7%) or in the ambulatory setting (16.4%) (p < .0001). Utilizing the PRIMUM tool, 14.2% of prescriptions were provided to patients with at least one risk factor. Despite the recent emphasis on opioid stewardship, 14.2% of patients with risk factors for misuse, abuse, or diversion received opioid analgesics in this study, identifying an area of improvement for prescribers.
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Affiliation(s)
- Andrew Wohler
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - David Macknet
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Rachel B Seymour
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC.
| | - Meghan K Wally
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Todd Irwin
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC; OrthoCarolina Foot and Ankle Institute, Charlotte, NC
| | - Joseph R Hsu
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | | | - Michael Bosse
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Michael Gibbs
- Department of Emergency Medicine, Atrium Health, Charlotte, NC
| | | | | | - Madhav Karunakar
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Laurence Kempton
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Daniel Leas
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC; Carolina Neurosurgery and Spine Associates, Charlotte, NC
| | - Susan M Odum
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC; OrthoCarolina Research Institute, Charlotte, NC
| | - Kevin Phelps
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Tamar Roomian
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | - Michael Runyon
- Department of Emergency Medicine, Atrium Health, Charlotte, NC
| | - Animita Saha
- Department of Internal Medicine, Atrium Health, Charlotte, NC
| | - Stephen Sims
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
| | | | - Stephen Wyatt
- Addiction Medicine, Adult Psychiatry, Atrium Health, Charlotte, NC
| | - Ziqing Yu
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC
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Katz JN, Williams EE. Challenges in Conducting Research at the Intersection of Opioids and Orthopaedics. J Bone Joint Surg Am 2020; 102 Suppl 1:15-20. [PMID: 32251135 DOI: 10.2106/jbjs.20.00142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Jeffrey N Katz
- Division of Rheumatology, Immunity, and Inflammation (J.N.K.), Department of Orthopedic Surgery (J.N.K.), and The Orthopaedic and Arthritis Center for Outcomes Research (OrACORe) (J.N.K. and E.E.W.), Brigham and Women's Hospital, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
| | - Emma E Williams
- Division of Rheumatology, Immunity, and Inflammation (J.N.K.), Department of Orthopedic Surgery (J.N.K.), and The Orthopaedic and Arthritis Center for Outcomes Research (OrACORe) (J.N.K. and E.E.W.), Brigham and Women's Hospital, Boston, Massachusetts
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Admission NarxCare Narcotics Scores are not Associated With Adverse Surgical Outcomes or Self-reported Patient Satisfaction Following Elective Spine Surgery. Spine (Phila Pa 1976) 2019; 44:1515-1522. [PMID: 31356498 DOI: 10.1097/brs.0000000000003120] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
STUDY DESIGN Retrospective cohort study OBJECTIVE.: The aim of this study was to investigate how elective spine surgery patient preoperative opioid use (as determined by admission NarxCare narcotics use scores) correlated with 30-day perioperative outcomes and postoperative patient satisfaction. SUMMARY OF BACKGROUND DATA The effect of preoperative narcotics usage on postoperative outcomes and patient satisfaction following spine surgery has been of question. The NarxCare platform analyzes the patients' state Physician Drug Monitoring Program (PDMP) records to assign numerical scores that approximate a patient's overall opioid drug usage. METHODS Elective spine surgery cases performed at a single institution between October 2017 and March 2018 were evaluated. NarxCare narcotics use scores at the time of admission were assessed. Patient characteristics, as well as 30-day adverse events, readmissions, reoperations, and mortality, were abstracted from the medical record. Hospital Consumer Assessment of Healthcare Providers and Systems (HCAHPS) survey data were also abstracted when available.Cases were binned based on the following ranges of admission NarxCare scores: 0, 1 to 99, 100 to 299, 300 to 499, and 500+. Multivariate logistic regressions were performed to compare the odds of having an adverse events, readmission, reoperation, and mortality between the different narcotics groups. One-way analysis of variance analyses were performed to compare HCAHPS survey response rates and HCAHPS survey results between the different narcotics score groups. RESULTS In total, 346 patients met criteria for inclusion in the study (NarxScore 0: n = 74, 1-99: n = 58, 300-499: n = 117, and 500+: n = 21). Multivariate logistic regressions did not detect statistically significant differential odds of experiencing adverse events, readmission, reoperation, or mortality between the different groups of admissions narcotics scores. Analyses of variance did not detect statistically significant differences in HCAHPS survey response rates, total HCAHPS scores, or HCAHP subgroup scores between the different narcotics score groups. CONCLUSION Although there are many reasons to address preoperative patient narcotic utilization, the present study did not detect perioperative outcome differences or patient satisfaction based on the narcotic use scores as stratified here. LEVEL OF EVIDENCE 3.
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Young JD, Bhashyam AR, Qudsi RA, Parisien RL, Shrestha S, van der Vliet QM, Fils J, Losina E, Dyer GS. Cross-Cultural Comparison of Postoperative Discharge Opioid Prescribing After Orthopaedic Trauma Surgery. J Bone Joint Surg Am 2019; 101:1286-1293. [PMID: 31318808 PMCID: PMC6641112 DOI: 10.2106/jbjs.18.01022] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND The extent of variation in analgesic prescribing following musculoskeletal injury among countries and cultural contexts is poorly understood. Such an understanding can inform both domestic prescribing and future policy. The aim of our survey study was to evaluate how opioid prescribing by orthopaedic residents varies by geographic context. METHODS Orthopaedic residents in 3 countries in which residents are the primary prescribers of postoperative analgesia in academic medical centers (Haiti, the Netherlands, and the U.S.) responded to surveys utilizing vignette-based musculoskeletal trauma case scenarios. The residents chose which medications they would prescribe for post-discharge analgesia. We standardized opioid prescriptions in the surveys by conversion to morphine milligram equivalents (MMEs). We then constructed multivariable regressions with generalized estimating equations to describe differences in opiate prescription according to country, the resident's sex and training year, and the injury site and age in the test cases. RESULTS U.S. residents prescribed significantly more total MMEs per case (mean [95% confidence interval] = 383 [331 to 435]) compared with residents from the Netherlands (229 [160 to 297]) and from Haiti (101 [52 to 150]) both overall (p < 0.0001) and for patients treated for injuries of the femur (452 [385 to 520], 315 [216 to 414], and 103 [37 to 169] in the U.S., the Netherlands, and Haiti, respectively), tibial plateau (459 [388 to 531], 280 [196 to 365], and 114 [46 to 183]), tibial shaft (440 [380 to 500], 294 [205 to 383], and 141 [44 to 239]), wrist (239 [194 to 284], 78 [36 to 119], and 63 [30 to 95]), and ankle (331 [270 to 393], 190 [100 to 280], and 85 [42 to 128]) (p = 0.0272). U.S. residents prescribed significantly more MMEs for patients <40 years old (432 [374 to 490]) than for those >70 years old (327 [270 to 384]) (p = 0.0019). CONCLUSIONS Our results demonstrate greater prescribing of postoperative opioids at discharge in the U.S. compared with 2 other countries, 1 low-income and 1 high-income. Our findings highlight the high U.S. reliance on opioid prescribing for postoperative pain control after orthopaedic trauma. CLINICAL RELEVANCE Our findings point toward a need for careful reassessment of current opioid prescribing habits in the U.S. and demand reflection on how we can maximize effectiveness in pain management protocols and reduce provider contributions to the ongoing opioid crisis.
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Affiliation(s)
| | - Abhiram R. Bhashyam
- Harvard Medical School, Boston, Massachusetts,Harvard Combined Orthopaedic Residency Program, Boston, Massachusetts
| | - Rameez A. Qudsi
- Harvard Medical School, Boston, Massachusetts,Harvard Combined Orthopaedic Residency Program, Boston, Massachusetts,Orthopaedic & Arthritis Center for Outcomes Research (R.A.Q., S.S., and E.L.) and Department of Orthopaedic Surgery (J.F. and G.S.M.D.), Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Swastina Shrestha
- Orthopaedic & Arthritis Center for Outcomes Research (R.A.Q., S.S., and E.L.) and Department of Orthopaedic Surgery (J.F. and G.S.M.D.), Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Jacky Fils
- Orthopaedic & Arthritis Center for Outcomes Research (R.A.Q., S.S., and E.L.) and Department of Orthopaedic Surgery (J.F. and G.S.M.D.), Brigham and Women’s Hospital, Boston, Massachusetts
| | - Elena Losina
- Harvard Medical School, Boston, Massachusetts,Orthopaedic & Arthritis Center for Outcomes Research (R.A.Q., S.S., and E.L.) and Department of Orthopaedic Surgery (J.F. and G.S.M.D.), Brigham and Women’s Hospital, Boston, Massachusetts
| | - George S.M. Dyer
- Harvard Medical School, Boston, Massachusetts,Orthopaedic & Arthritis Center for Outcomes Research (R.A.Q., S.S., and E.L.) and Department of Orthopaedic Surgery (J.F. and G.S.M.D.), Brigham and Women’s Hospital, Boston, Massachusetts
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Affiliation(s)
- Timothy R Daniels
- Division of Orthopaedic Surgery, St. Michael's Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Mansur Halai
- Division of Orthopaedic Surgery, St. Michael's Hospital and University of Toronto, Toronto, Ontario, Canada
| | - Jacob Matz
- Division of Orthopaedic Surgery, St. Michael's Hospital and University of Toronto, Toronto, Ontario, Canada
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Seigerman DA, Lutsky K, Kwok M, Sodha S, Fletcher D, Mazur D, Beredjiklian PK. What’s New in the Battle Against the Opioid Crisis in Hand Surgery: A Review. JOURNAL OF HAND SURGERY GLOBAL ONLINE 2019. [DOI: 10.1016/j.jhsg.2018.10.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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