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Baran JV, Rohatgi A, Redden A, Fomunung C, Goguen J, John DQ, Movassaghi A, Jackson GR, Sabesan VJ. Do modifiable patient factors increase the risk of postoperative complications after total joint arthroplasty? Arch Orthop Trauma Surg 2024:10.1007/s00402-024-05588-9. [PMID: 39325165 DOI: 10.1007/s00402-024-05588-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 09/16/2024] [Indexed: 09/27/2024]
Abstract
INTRODUCTION Numerous studies demonstrate that modifiable lifestyle risk factors can influence patient outcomes including survivability, quality of life, and postoperative complications following orthopaedic surgery. The purpose of this study was to determine the impact of modifiable lifestyle risk factors on postoperative medical and surgical complications following a total joint arthroplasty (TJA) in a large national healthcare system. METHODS A retrospective chart review of a large national health system database was performed to identify patients who underwent TJA between 2017 and 2021. TJA included total knee arthroplasty, total hip arthroplasty, and total shoulder arthroplasty. Modifiable lifestyle risk factors were defined as tobacco use, narcotic drug abuse, hypertension, and diabetes mellitus. Postoperative medical complications and postoperative surgical complications were collected. Logistic regression and odds ratio point estimate analysis were conducted to assess for associations between postoperative complications and modifiable lifestyle risk factors. RESULTS Of the 16,940 patients identified, the mean age was 71 years, mean BMI was 29.7 kg/m2, and 62% were women. We found that 3.5% had used narcotics, 8.7% were past or current smokers, 24% had diabetes, and 61% had hypertension; in addition, 5.4% experienced postoperative medical complications and 6.4% experienced postoperative surgical complications. Patients who used narcotics were 90% more likely to have postoperative complications (p < 0.0001) and 105% more likely to experience prosthetic complications (p < 0.0001). Similarly, patients with tobacco use were 65% more likely to have postoperative complications (p < 0.0001) and 27% more likely to experience prosthetic complications. CONCLUSIONS Our results demonstrate critical rates of increased postoperative medical and surgical complications after TJA for patients with narcotic abuse, tobacco use, or diabetes mellitus. Furthermore, adopting preoperative interventions and optimization programs informed by our findings on specific modifiable risk factors could aid orthopaedic surgeons in optimizing patient health. LEVEL OF EVIDENCE III; Retrospective study.
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Affiliation(s)
- Jessica V Baran
- Charles E. Schmidt College of Medicine, Florida Atlantic University, 777 Glades Rd, Boca Raton, FL, 33431, USA
| | - Atharva Rohatgi
- Charles E. Schmidt College of Medicine, Florida Atlantic University, 777 Glades Rd, Boca Raton, FL, 33431, USA
| | - Anna Redden
- Charles E. Schmidt College of Medicine, Florida Atlantic University, 777 Glades Rd, Boca Raton, FL, 33431, USA
| | - Clyde Fomunung
- Department of Orthopaedic Surgery, HCA JFK/University of Miami, 4560 Lantana Rd Suite 100, Lake Worth Beach, FL, 33463, USA
| | - Jake Goguen
- Charles E. Schmidt College of Medicine, Florida Atlantic University, 777 Glades Rd, Boca Raton, FL, 33431, USA
| | - Devin Q John
- Department of Orthopaedic Surgery, HCA JFK/University of Miami, 4560 Lantana Rd Suite 100, Lake Worth Beach, FL, 33463, USA
| | - Aghdas Movassaghi
- Department of Orthopaedic Surgery, HCA JFK/University of Miami, 4560 Lantana Rd Suite 100, Lake Worth Beach, FL, 33463, USA
| | - Garrett R Jackson
- Department of Orthopaedic Surgery, University of Missouri, 1 Hospital Drive, Columbia, MO, 65211, USA.
| | - Vani J Sabesan
- Department of Orthopaedic Surgery, HCA JFK/University of Miami, 4560 Lantana Rd Suite 100, Lake Worth Beach, FL, 33463, USA
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Prentice HA, Harris JE, Sucher K, Fasig BH, Navarro RA, Okike KM, Maletis GB, Guppy KH, Chang RW, Kelly MP, Hinman AD, Paxton EW. Improvements in Quality, Safety and Costs Associated with Use of Implant Registries Within a Health System. Jt Comm J Qual Patient Saf 2024; 50:404-415. [PMID: 38368191 DOI: 10.1016/j.jcjq.2024.01.011] [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: 08/04/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 02/19/2024]
Abstract
BACKGROUND Clinical quality registries (CQRs) are intended to enhance quality, safety, and cost reduction using real-world data for a self-improving health system. Starting in 2001, Kaiser Permanente established several medical device CQRs as a quality improvement initiative. This report examines the contributions of these CQRs on improvement in health outcomes, changes in clinical practice, and cost-effectiveness over the past 20 years. METHODS Eight implant registries were instituted with standardized collection from the electronic health record and other institutional data sources of patient characteristics, medical comorbidities, implant attributes, procedure details, surgical techniques, and outcomes (including complications, revisions, reoperations, hospital readmissions, and other utilization measures). A rigorous quality control system is in place to improve and maintain the quality of data. Data from the Implant Registries form the basis for multiple quality improvement and patient safety initiatives to minimize variation in care, promote clinical best practices, facilitate recalls, perform benchmarking, identify patients at risk, and construct reports about individual surgeons. RESULTS Following the inception of the Implant Registries, there was an observed (1) reduction in opioid utilization following orthopedic procedures, (2) reduction in use of bone morphogenic protein during lumbar fusion allowing for cost savings, (3) reduction in allograft for anterior cruciate ligament reconstruction and subsequent decrease in organizationwide revision rates, (4) cost savings through expansion of same-day discharge programs for joint arthroplasty, (5) increase in the use of cement fixation in the hemiarthroplasty treatment of hip fracture, and (6) organizationwide discontinuation of an endograft device associated with a higher risk for adverse outcomes following endovascular aortic aneurysm repair. CONCLUSION The use of Implant Registries within our health system, along with clinical leadership and organizational commitment to a learning health system, was associated with improved quality and safety outcomes and reduced costs. The exact mechanisms by which such registries affect health outcomes and costs require further study.
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Thirukumaran CP, Fiscella KA, Rosenthal MB, Doshi JA, Schloemann DT, Ricciardi BF. Association of race and ethnicity with opioid prescribing for Medicare beneficiaries following total joint replacements. J Am Geriatr Soc 2024; 72:102-112. [PMID: 37772461 PMCID: PMC10841259 DOI: 10.1111/jgs.18605] [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: 03/02/2023] [Revised: 06/29/2023] [Accepted: 08/24/2023] [Indexed: 09/30/2023]
Abstract
BACKGROUND Profound racial and ethnic disparities exist in the use and outcomes of total hip/knee replacements (total joint replacements [TJR]). Whether similar disparities extend to post-TJR pain management remains unknown. Our objective is to examine the association of race and ethnicity with opioid fills following elective TJRs for White, Black, and Hispanic Medicare beneficiaries. METHODS We used the 2019 national Medicare data to identify beneficiaries who underwent total hip/knee replacements. Primary outcomes were at least one opioid fill in the period from discharge to 30 days post-discharge, and 31-90 days following discharge. Secondary outcomes were morphine milligram equivalent per day and number of opioid fills. Key independent variable was patient race-ethnicity (non-Hispanic White, non-Hispanic Black, Hispanic). We estimated multivariable hierarchical logistic regressions and two-part models with state-level clustering. RESULTS Among 67,550 patients, 93.36% were White, 3.69% were Black, and 2.95% were Hispanic. Compared to White patients, more Black patients and fewer Hispanic patients filled an opioid script (84.10% [Black] and 80.11% [Hispanic] vs. 80.33% [White], p < 0.001) in the 30-day period. On multivariable analysis, Black patients had 18% higher odds of filling an opioid script in the 30-day period (odds ratio [OR]: 1.18, 95% confidence interval [CI]: 1.05-1.33, p = 0.004), and 39% higher odds in the 31-90-day period (OR: 1.39, 95% CI: 1.26-1.54, p < 0.001). There were no significant differences in the endpoints between Hispanic and White patients in the 30-day period. However, Hispanic patients had 20% higher odds of filling an opioid script in the 31- to 90-day period (OR: 1.20, 95% CI: 1.07-1.34, p = 0.002). CONCLUSIONS Important race- and ethnicity-based differences exist in post-TJR pain management with opioids. The mechanisms leading to the higher use of opioids by racial/ethnic minority patients need to be carefully examined.
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Affiliation(s)
- Caroline P. Thirukumaran
- Department of Orthopaedics – University of Rochester, NY
- Department of Public Health Sciences – University of Rochester, NY
- Center for Musculoskeletal Research – University of Rochester, NY
| | - Kevin A. Fiscella
- Department of Public Health Sciences – University of Rochester, NY
- Department of Family Medicine – University of Rochester, NY
| | - Meredith B. Rosenthal
- Department of Health Policy and Management – Harvard T. H. Chan School of Public Health, MA
| | - Jalpa A. Doshi
- Division of General Internal Medicine – University of Pennsylvania Perelman School of Medicine, PA
| | - Derek T. Schloemann
- Department of Orthopaedics – University of Rochester, NY
- Center for Musculoskeletal Research – University of Rochester, NY
| | - Benjamin F. Ricciardi
- Department of Orthopaedics – University of Rochester, NY
- Center for Musculoskeletal Research – University of Rochester, NY
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van Brug HE, Nelissen RGHH, Rosendaal FR, van Dorp ELA, Bouvy ML, Dahan A, Gademan MGJ. What Changes Have Occurred in Opioid Prescriptions and the Prescribers of Opioids Before TKA and THA? A Large National Registry Study. Clin Orthop Relat Res 2023; 481:1716-1728. [PMID: 37099415 PMCID: PMC10427048 DOI: 10.1097/corr.0000000000002653] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/30/2023] [Accepted: 03/13/2023] [Indexed: 04/27/2023]
Abstract
BACKGROUND Opioid use before TKA or THA is linked to a higher risk of revision surgery and less functional improvement. In Western countries, the frequency of preoperative opioid use has varied, and robust information on temporal changes in opioid prescriptions over time (in the months before surgery as well as annual changes) and among prescribers is necessary to pinpoint opportunities to improve on low-value care patterns, and when they are recognized, to target physician populations for intervention strategies. QUESTIONS/PURPOSES (1) What proportion of patients undergoing arthroplasties receive an opioid prescription in the year before TKA or THA, and what were the preoperative opioid prescription rates over time between 2013 and 2018? (2) Does the preoperative prescription rate vary between 12 and 10 months and between 3 and 1 months in the year before TKA or THA, and did it change between 2013 and 2018? (3) Which medical professionals were the main prescribers of preoperative opioids 1 year before TKA or THA? METHODS This was a large-database study drawn from longitudinally maintained national registry sources in the Netherlands. The Dutch Foundation for Pharmaceutical Statistics was linked to the Dutch Arthroplasty Register from 2013 to 2018. TKAs and THAs performed because of osteoarthritis in patients older than 18 years, which were also uniquely linked by age, gender, patient postcode, and low-molecular weight heparin use, were eligible. Between 2013 and 2018, 146,052 TKAs were performed: 96% (139,998) of the TKAs were performed for osteoarthritis in patients older than 18 years; of them, 56% (78,282) were excluded because of our linkage criteria. Some of the linked arthroplasties could not be linked to a community pharmacy, which was necessary to follow patients over time, leaving 28% (40,989) of the initial TKAs as our study population. Between 2013 and 2018, 174,116 THAs were performed: 86% (150,574) were performed for osteoarthritis in patients older than 18 years, one arthroplasty was excluded because of an outlier opioid dose, and a further 57% (85,724 of 150,574) were excluded because of our linkage criteria. Some of the linked arthroplasties could not be linked to a community pharmacy, leaving 28% (42,689 of 150,574) of THAs, which were performed between 2013 and 2018. For both TKA and THA, the mean age before surgery was 68 years, and roughly 60% of the population were women. We calculated the proportion of patients undergoing arthroplasties who had at least one opioid prescription in the year before arthroplasty and compared data from 2013 to 2018. Opioid prescription rates are given as defined daily dosages and morphine milligram equivalents (MMEs) per arthroplasty. Opioid prescriptions were assessed by preoperative quarter and by operation year. Possible changes over time in opioid exposure were investigated using linear regression, adjusted for age and gender, in which the month of operation since January 2013 was used as the determinant and MME as the outcome. This was done for all opioids combined and per opioid type. Possible changes in opioid prescription rates in the year before arthroplasty were assessed by comparing the time period of 1 to 3 months before surgery with the other quarters. Additionally, preoperative prescriptions per operation year were assessed per prescriber category: general practitioners, orthopaedic surgeons, rheumatologists, and others. All analyses were stratified by TKA or THA. RESULTS The proportion of patients undergoing arthroplasties who had an opioid prescription before TKA increased from 25% (1079 of 4298) in 2013 to 28% (2097 of 7460) in 2018 (difference 3% [95% CI 1.35% to 4.65%]; p < 0.001), and before THA increased from 25% (1111 to 4451) to 30% (2323 to 7625) (difference 5% [95% CI 3.8% to 7.2%]; p < 0.001). The mean preoperative opioid prescription rate increased over time between 2013 and 2018 for both TKA and THA. For TKA, an adjusted monthly increase of 3.96 MME was observed (95% CI 1.8 to 6.1 MME; p < 0.001). For THA, the monthly increase was 3.8 MME (95% CI 1.5 to 6.0; p = 0.001. For both TKA and THA, there was a monthly increase in the preoperative oxycodone rate (3.8 MME [95% CI 2.5 to 5.1]; p < 0.001 and 3.6 [95% CI 2.6 to 4.7]; p < 0.001, respectively). For TKA, but not for THA, there was a monthly decrease in tramadol prescriptions (-0.6 MME [95% CI -1.0 to -0.2]; p = 0.006). Regarding the opioids prescribed in the year before surgery, there was a mean increase of 48 MME (95% CI 39.3 to 56.7 MME; p < 0.001) for TKA between 10 and 12 months and the last 3 months before surgery. For THA, this increase was 121 MME (95% CI 110 to 131 MME; p < 0.001). Regarding possible differences between 2013 and 2018, we only found differences in the period 10 to 12 months before TKA (mean difference 61 MME [95% CI 19.2 to 103.3]; p = 0.004) and the period 7 to 9 months before TKA (mean difference 66 MME [95% CI 22.0 to 110.9]; p = 0.003). For THA, there was an increase in the MMEs prescribed between 2013 and 2018 for all four quarters, with mean differences ranging from 43.9 to 55.4 MME (p < 0.05). The average proportion of preoperative opioid prescriptions prescribed by general practitioners ranged between 82% and 86% (41,037 of 49,855 for TKA and 49,137 of 57,289 for THA), between 4% and 6% (2924 of 49,855 for TKA and 2461 of 57,289 for THA), by orthopaedic surgeons, 1% by rheumatologists (409 of 49,855 for TKA and 370 of 57,289 for THA), and between 9% and 11% by other physicians (5485 of 49,855 for TKA and 5321 of 57,289 for THA). Prescriptions by orthopaedic surgeons increased over time, from 3% to 7% for THA (difference 4% [95% CI 3.6 to 4.9]) and 4% to 10% for TKA (difference 6% [95% CI 5% to 7%]; p < 0.001). CONCLUSION Between 2013 and 2018, preoperative opioid prescriptions increased in the Netherlands, mainly because of a shift to more oxycodone prescriptions. We also observed an increase in opioid prescriptions in the year before surgery. Although general practitioners were the main prescribers of preoperative oxycodone, prescriptions by orthopaedic surgeons also increased during the study period. Orthopaedic surgeons should address opioid use and its associated negative effects in preoperative consultations. More intradisciplinary collaboration seems important to limit the prescribing of preoperative opioids. Additionally, research is necessary to assess whether opioid cessation before surgery reduces the risk of adverse outcomes. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Heather E. van Brug
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Rob G. H. H. Nelissen
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands
| | - Frits R. Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Eveline L. A. van Dorp
- Department of Anaesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Marcel L. Bouvy
- Utrecht Institute for Pharmaceutical Sciences, Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, the Netherlands
| | - Albert Dahan
- Department of Anaesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Maaike G. J. Gademan
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
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Christensen TH, Gemayel AC, Bieganowski T, Lawrence K, Rozell JC, Macaulay WB, Schwarzkopf R. Opioid Use during Hospitalization following Total Knee Arthroplasty: Trends in Consumption from 2016 to 2021. J Arthroplasty 2023; 38:S26-S31. [PMID: 37019314 DOI: 10.1016/j.arth.2023.03.074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 03/24/2023] [Accepted: 03/24/2023] [Indexed: 04/07/2023] Open
Abstract
INTRODUCTION In response to physician and patient concerns, many institutions have adopted protocols aimed at reducing postoperative opioid consumption after total knee arthroplasty (TKA). Thus, this study sought to examine how consumption of opioids has changed following TKA in the past six years. METHODS We conducted a retrospective review of all 10,072 patients who received primary TKA at our institution from January 2016 to April 2021. We collected baseline demographic data including patient age, sex, race, body mass index (BMI), American Society of Anesthesiologist (ASA) classification, as well as dosage and type of opioid medication prescribed on each postoperative day while the patient was hospitalized following TKA. This data was converted to milligram morphine equivalents (MME) per day hospitalized to compare rates of opioid use over time. RESULTS Our analysis found the greatest daily opioid use was in 2016 (43.2±68.6 MME/day) and the least was in 2021 (15.0±29.2 MME/day). Linear regression analyses found a significant linear downward trend in postoperative opioid consumption over time, with a decrease of 5.55 MME per day per year (Adjusted R-squared: 0.982, P<0.001). The highest visual analog scale (VAS) score was 4.45 in 2016 and the lowest was 3.79 in 2021 (P<0.001). CONCLUSION Opioid reducing protocols have been implemented for patients recovering from primary TKA in an effort to decrease reliance on opioids for postoperative pain control. The results of this study demonstrate that such protocols have been successful in reducing overall opioid use during hospitalization following TKA.
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Affiliation(s)
| | - Anthony C Gemayel
- Department of Orthopedic Surgery, NYU Langone Health, New York, New York
| | - Thomas Bieganowski
- Department of Orthopedic Surgery, NYU Langone Health, New York, New York
| | - Kyle Lawrence
- Department of Orthopedic Surgery, NYU Langone Health, New York, New York
| | - Joshua C Rozell
- Department of Orthopedic Surgery, NYU Langone Health, New York, New York
| | - William B Macaulay
- Department of Orthopedic Surgery, NYU Langone Health, New York, New York
| | - Ran Schwarzkopf
- Department of Orthopedic Surgery, NYU Langone Health, New York, New York.
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van Brug HE, Nelissen RGHH, Rosendaal FR, van Steenbergen LN, van Dorp ELA, Bouvy ML, Dahan A, Gademan MGJ. Out-of-hospital opioid prescriptions after knee and hip arthroplasty: prescribers and the first prescribed opioid. Br J Anaesth 2023; 130:459-467. [PMID: 36858887 DOI: 10.1016/j.bja.2022.12.024] [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: 08/23/2022] [Revised: 12/14/2022] [Accepted: 12/28/2022] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND We determined the first prescribed opioid and the prescribers of opioids after knee and hip arthroplasty (KA/HA) between 2013 and 2018 in the Netherlands. We also evaluated whether the first prescribed opioid dose was associated with the total dispensed dose and long-term opioid use in the first postoperative year. METHODS The Dutch Foundation for Pharmaceutical Statistics was linked to the Dutch Arthroplasty Register. Stratified for KA/HA, the first out-of-hospital opioid within 30 days of operation was quantified as median morphine milligram equivalent (MME). Opioid prescribers were orthopaedic surgeons, general practitioners, rheumatologists, anaesthesiologists, and other physicians. Long-term use was defined as ≥1 opioid prescription for >90 postoperative days. We used linear and logistic regression analyses adjusted for confounders. RESULTS Seventy percent of 46 106 KAs and 51% of the 42 893 HAs were prescribed ≥1 opioid. Oxycodone increased as first prescribed opioid (from 44% to 85%) whereas tramadol decreased (64-11%), but their dosage remained stable (stronger opioids were preferred by prescribers). An increase in the first prescription of 1% MME resulted in a 0.43%/0.37% increase in total MME (KA/HA, respectively). A 100 MME increase in dose of the first dispensed opioid had a small effect on long-term use (prevalence: 25% KA, 20% HA) (odds ratio=1.02/1.01 for KA/HA, respectively). Orthopaedic surgeons increasingly prescribed the first prescription between 2013 and 2018 (44-69%). General practitioners mostly prescribed consecutive prescriptions (>50%). CONCLUSION Oxycodone increased as first out-of-hospital prescription between 2013 and 2018. The dose of the first prescribed opioid was associated with the total dose and a small increased risk of prolonged use. First prescriptions were mostly written by orthopaedic surgeons and consecutive prescriptions by general practitioners.
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Affiliation(s)
- Heather E van Brug
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands; Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Rob G H H Nelissen
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands; Dutch Arthroplasty Register (LROI), s-Hertogenbosch, the Netherlands
| | - Frits R Rosendaal
- Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Eveline L A van Dorp
- Department of Anesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Marcel L Bouvy
- Utrecht Institute for Pharmaceutical Sciences (UIPS), Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht University, Utrecht, the Netherlands
| | - Albert Dahan
- Department of Anesthesiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Maaike G J Gademan
- Department of Orthopaedics, Leiden University Medical Center, Leiden, the Netherlands; Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
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Mittal A, Tamer P, Shah I, Lee DJ, Eisemon EO. Effects of a Prescription Drug Monitoring Program on Opioid Prescriptions Following Total Joint Arthroplasty in the State of California. Orthopedics 2023; 46:70-75. [PMID: 36343636 DOI: 10.3928/01477447-20221031-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
In an attempt to reduce opioid prescriptions, the state of California mandated physician participation in the Controlled Substance Utilization Review and Evaluation System (CURES). The goal of this study is to assess whether this intervention led to a change in prescribing habits after primary total hip arthroplasty (THA) and total knee arthroplasty (TKA). The 90-day postoperative narcotic use was retrospectively reviewed for 13,382 patients undergoing primary THA and TKA. Patients were divided into pre-CURES and post-CURES cohorts based on date of surgery. Narcotic use was measured in morphine milligram equivalents (MME). There was a 21.3% decrease in postoperative MME post-CURES for patients undergoing THA (756.5±759.5 MME vs 962.00±864.4 MME, P<.0001) and a 19.9% decrease in postoperative MME post-CURES for patients undergoing TKA (1274.3±2707.1 MME vs 1590.6±1725.3 MME, P<.0001). Patients post-CURES required an additional prescription at 2 weeks more frequently compared with patients pre-CURES after THA (27.5% vs 20.5%, P<.001) and TKA (54.2% vs 44.2%, P<.001). Patients undergoing THA had 40.5% and 40.6% less narcotic prescribed compared with patients undergoing TKA pre-CURES and post-CURES (P<.001), respectively. Government guidelines led to a substantial decrease in postoperative MME prescribed after TKA and THA. Patients undergoing THA had a substantially smaller amount of narcotic prescribed than patients undergoing TKA. [Orthopedics. 2023;46(2):70-75.].
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van Deventer L, Bronstone A, Leonardi C, Bennett M, Yager P, Dasa V. A modern multimodal pain protocol eliminates the need for opioids for most patients following total knee arthroplasty: results from a retrospective comparative cohort study. J Exp Orthop 2023; 10:20. [PMID: 36806032 PMCID: PMC9940069 DOI: 10.1186/s40634-023-00585-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 02/04/2023] [Indexed: 02/22/2023] Open
Abstract
PURPOSE Modern multimodal analgesia has been shown to significantly reduce opioid use following total knee arthroplasty (TKA). This study was conducted to determine if changing TKA discharge opioid prescriptions from automatic to upon request resulted in more opioid free recoveries without compromising pain control. METHODS Between December 2019 and August 2021, an orthopedic surgeon performed 144 primary unilateral TKAs; patients received the same multimodal analgesia protocol except for postoperative opioid prescribing. The first consecutively-treated cohort automatically received an opioid prescription following discharge (automatic group) and the second cohort received opioid prescriptions only upon request (upon request group). Opioid prescription data were derived from a prescription monitoring program and patient-reported outcomes (PROs) were collected preoperatively and at 2 and 12 weeks postoperatively. RESULTS A higher percentage of the upon request group was opioid free 3 months after TKA compared with the automatic group (55.6% vs 4.3%, p < 0.0001) without compromising pain or function. Among opioid-naïve patients, 72% in the upon request group were opioid free after TKA compared with 5.4% in the automatic group. Opioid prescribing was not significantly reduced among opioid-experienced patients regardless of the pain protocol. CONCLUSION Requiring patients to request opioid prescriptions following TKA resulted in a higher rate of opioid free TKA, especially among opioid-naïve patients, without increasing pain compared with offering all patients an initial opioid prescription. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Leland van Deventer
- grid.279863.10000 0000 8954 1233School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA USA
| | - Amy Bronstone
- grid.279863.10000 0000 8954 1233Department of Orthopaedic Surgery, Louisiana State University Health Sciences Center, 1542 Tulane Avenue, Box T6-7, New Orleans, LA 70112 USA
| | - Claudia Leonardi
- grid.279863.10000 0000 8954 1233School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA USA
| | - Matthew Bennett
- grid.279863.10000 0000 8954 1233School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA USA
| | - Peter Yager
- grid.279863.10000 0000 8954 1233School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA USA ,grid.279863.10000 0000 8954 1233Department of Orthopaedic Surgery, Louisiana State University Health Sciences Center, 1542 Tulane Avenue, Box T6-7, New Orleans, LA 70112 USA
| | - Vinod Dasa
- School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, USA. .,Department of Orthopaedic Surgery, Louisiana State University Health Sciences Center, 1542 Tulane Avenue, Box T6-7, New Orleans, LA, 70112, USA.
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Layson JT, Markel DC, Hughes RE, Chubb HD, Frisch NB. John N. Insall Award: MARCQI's Pain-Control Optimization Pathway (POP): Impact of Registry Data and Education on Opioid Utilization. J Arthroplasty 2022; 37:S19-S26. [PMID: 35271973 DOI: 10.1016/j.arth.2022.02.109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 02/25/2022] [Accepted: 02/26/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND In 2019, the Michigan Arthroplasty Registry Collaborative Quality Initiative (MARCQI) recommended an evidence-based opioid pain pathway to participating physicians and hospitals for patients undergoing total joint arthroplasty (TJA). The purpose of this study was to determine if the education could influence and have lasting effects on the prescribing patterns for TJA patients. METHODS Using the MARCQI database, the number of oral morphine equivalents (OMEs) prescribed at discharge were collected from January 2018 through December 2019 for all primary arthroplasty procedures. Periods compared included before and after July 2018 Michigan opioid laws as well as before and after the March 2019 MARCQI recommendations. The data compared total hip arthroplasty (THA) and total knee arthroplasty (TKA) patients, opioid-naive vs opioid-tolerant patients, individual surgeons, and MARCQI sites. RESULTS The data included 84,998 TJAs: 22,774 opioid-naive THAs, 9124 opioid-tolerant THAs, 40,882 opioid-naive TKAs, and 12,218 opioid-tolerant TKAs. In all the groups and at all time periods there were a significant decrease in prescriptions (P < .001). Individual surgeons and participating sites also demonstrated decreased OMEs on discharge after the recommendations. Between the first and last months of collection, this represented an overall decrease of opioid OMEs for THA by 47.1% for opioid-naive patients and 53.4% for opioid-tolerant patients. For TKA patients, the OME decrease was 48.3% for opioid-naive patients, and 48.4% for opioid-tolerant patients. CONCLUSION The MARCQI pain control optimization pathway (POP) program has been successful in drastically reducing opioid prescribing with lasting effects, which has substantially limited the overall opioid prescription burden for patients undergoing arthroplasty.
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Affiliation(s)
- James T Layson
- Department of Orthopaedic Surgery, Ascension Macomb-Oakland Hospital, Madison Heights, MI
| | - David C Markel
- Department of Orthopaedic Surgery, Ascension Providence Hospital and The Core Institute, Novi, MI
| | - Richard E Hughes
- Department of Orthopaedic Surgery and Biomedical Engineering, University of Michigan, Ann Arbor, MI
| | - Heather D Chubb
- Department of Orthopaedic Surgery and Biomedical Engineering, University of Michigan, Ann Arbor, MI
| | - Nicholas B Frisch
- Department of Orthopaedic Surgery, Ascension Providence Rochester Hospital, Rochester, MI
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Wilson JM, Farley KX, Erens GA, Bradbury TL, Guild GN. Preoperative opioid use is a risk factor for complication following revision total hip arthroplasty. Hip Int 2022; 32:363-370. [PMID: 32762258 DOI: 10.1177/1120700020947400] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND The demand for revision total hip arthroplasty (THA) procedures continues to increase. A growing body of evidence in primary THA suggests that preoperative opioid use confers increased risk for complication. However, it is unknown whether the same is true for patients undergoing revision procedures. The purpose of this study was to investigate whether or not there was a relationship between preoperative opioid use and surgical complications, medical complications, and healthcare utilisation following revision THA. METHODS This is a retrospective cohort study using the Truven Marketscan database. Patients undergoing revision THA were identified. Preoperative opioid prescriptions were queried for 1 year preoperatively and were used to divide patients into cohorts based on temporality and quantity of opioid use. This included an opioid naïve group as well as an "opioid holiday" group (6 months opioid naïve period after chronic use). Demographic and complication data were collected and both univariate and multivariate analysis was then performed. RESULTS 62.5% of patients had received an opioid prescription in the year preceding surgery. Patients with continuous preoperative opioid use had higher odds of the following: infection (superficial or deep surgical site infection; OR 1.29; 95% CI, 1.03-1.62, p = 0.029), wound complication (OR 1.36; 95% CI, 1.02-1.82, p = 0.037), sepsis (OR 1.90; 95% CI 1.08-3.34, p = 0.026), and revision surgery (OR 1.54, 95% CI, 1.28-1.85, p < 0.001). This group also had higher care utilisation including extended length of stay, non-home discharge, 90-day readmission, and emergency room visits (p < 0.001). An opioid holiday mitigated some of this increased risk as this cohort has baseline (i.e. same as opioid naïve) risk (p > 0.05 for all comparison). CONCLUSIONS Opioid use prior to revision THA is common and is associated with increased risk of postoperative complication. Given that risk was reduced by a preoperative opioid holiday, this represents a modifiable risk factor which should be discussed and addressed preoperatively to optimise outcomes.
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Affiliation(s)
- Jacob M Wilson
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA, USA
| | - Kevin X Farley
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA, USA
| | - Greg A Erens
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA, USA
| | - Thomas L Bradbury
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA, USA
| | - George N Guild
- Department of Orthopaedic Surgery, Emory University, Atlanta, GA, USA
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Paladino J, Townsend CB, Ly J, Judy R, Conroy C, Bhatt S, Abdelfattah H, Solarz M, Woozley K, Ilyas AM. Multiple Opioid Prescribers During the Perioperative Period Increases Opioid Consumption Following Upper Extremity Surgery: A Multicenter Analysis. Cureus 2022; 14:e24541. [PMID: 35664391 PMCID: PMC9142726 DOI: 10.7759/cureus.24541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2022] [Indexed: 11/19/2022] Open
Abstract
Background Opioid prescribing practices have been an area of interest for orthopedic surgeons in the wake of the opioid epidemic. Previous studies have investigated the effects of a multitude of patient-specific risk factors on prolonged opioid use postoperatively. However, to date, there is a lack of studies examining the effects of multiple prescribers during the perioperative period and their potential contribution to prolonged opioid use postoperatively. This study aimed to investigate if multiple unique opioid prescribers perioperatively predispose patients to prolonged opioid use following upper extremity surgery. Second, we compared opioid prescribing patterns among different medical specialties. Methodology This retrospective study was conducted at three academic institutions. Between April 30, 2018, and August 30, 2019, 634 consecutive patients who underwent one of three upper extremity procedures were included in the analysis: carpal tunnel release (CTR), basal joint arthroplasty (BJA), or distal radius fracture open reduction and internal fixation (DRF ORIF). Prescription information was collected using the state Prescription Drug Monitoring Program (PDMP) online database from a period of three months preoperatively to six months postoperatively. A Google search was performed to group prescriptions by medical specialty. Dependent outcomes included whether patients filled an additional opioid prescription postoperatively and prolonged opioid use (defined as opioid use three to six months postoperatively). Results In total, 634 patients were identified, including 276 CTRs, 217 DRF ORIFs, and 141 BJAs. This consisted of 196 males (30.9%) and 438 females (69.1%) with an average age of 59.4 years (SD: 14.7 years). By six months postoperatively, 191 (30.1%) patients filled an additional opioid prescription, and 89 (14.0%) experienced prolonged opioid use. In total, 235 (37.1%) patients had more than one unique opioid prescriber during the study period (average 2.5 prescribers). Patients with more than one unique opioid prescriber were significantly more likely to have received overlapping opioid prescriptions (15.7% vs. 0.8%, p<.001), to have filled an additional opioid prescription postoperatively (63.8% vs 10.3%, p<.001), and to have experienced prolonged opioid use postoperatively (35.3% vs 1.5%, p<.001) compared to patients with only one opioid prescriber. Patients with multiple unique prescribers filled more opioid prescriptions compared to those with a single prescriber (2.8 refills vs 1.8 refills, p=.035). Within six months postoperatively, 71.4% of opioid refills were written by non-orthopedic providers. Opioid refills written by non-orthopedic prescribers were written for a significantly greater number of pills (68.4 vs. 27.9, p<.001), for a longer duration (22.2 vs. 6.2 days, p<.001), and for larger total morphine milligram equivalents per prescription (831.4 vs. 169.8, p<.001) compared to those written by orthopedic prescribers. Conclusions Patients with multiple unique opioid prescribers during the perioperative period are at a higher risk for prolonged opioid use postoperatively. Non-orthopedic providers were the highest prescribers of opioids postoperatively, and they prescribed significantly larger and longer prescriptions. Our findings highlight the value of utilizing PDMP databases to help curtail opioid overprescription and potential adverse opioid-related outcomes following upper extremity surgery.
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Adams AJ, Paladino J, Townsend C, Ilyas AM. Preoperative Opioid Use Results in Greater Postoperative Opioid Consumption After Thumb Basal Joint Arthroplasty. JOURNAL OF HAND SURGERY GLOBAL ONLINE 2022; 4:78-83. [PMID: 35434573 PMCID: PMC9005379 DOI: 10.1016/j.jhsg.2021.12.008] [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: 09/19/2021] [Accepted: 12/15/2021] [Indexed: 11/27/2022] Open
Abstract
Purpose Thumb basal joint arthroplasty surgery is a common hand surgery after which patients often require opioids. To better understand safe opioid consumption patterns, this study sought to identify risk factors for filling a second prescription and/or prolonged opioid use (prescription over 6 months after the surgery). Preoperative opioid use was hypothesized to show an association with greater postoperative opioid use. Methods A retrospective review of consecutive patients who underwent primary thumb basal joint arthroplasty was conducted, yielding 110 patients for analysis. Demographic and clinical data were collected. Opioid prescription data were extracted from 6 months before the surgery to 9 months after the surgery using a state prescription drug monitoring program. Bivariate and multivariate analyses were performed for filling a second opioid prescription or filling an opioid prescription over 6 months after the surgery. Results All the patients filled their initial postoperative prescription. Of the 110 patients, 26.4% filled an opioid prescription before the surgery, 42% filled a second postoperative prescription, and 14.5% were still consuming opioids over 6 months after the surgery. Patients using preoperative opioids had 7-fold higher odds of filling a second opioid prescription and 37-fold higher odds of prolonged use. No other demographic or clinical factors, including the type of procedure or number of initial opioids prescribed, were associated with increased use of postoperative opioids. Of all the opioid prescriptions filled after the initial postoperative prescription, only 9.3% were prescribed by a surgeon’s office. Conclusions Patients who undergo thumb basal joint arthroplasty with preoperative opioid use have much greater odds of filling a second opioid prescription and prolonged use after the surgery. Low initial surgeon-provided opioid dosages did not correlate to filling a second prescription, indicating that lower initial doses are feasible. Finally, nearly all opioid-naïve patients who filled a second opioid prescription received them from providers other than a surgeon, indicating the need for greater communication with nonsurgical providers simultaneously caring for patients in the perioperative period. Type of study/level of evidence Therapeutic III.
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Affiliation(s)
- Alexander J. Adams
- Department of Orthopedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, PA
- Corresponding author: Alexander J. Adams, MD, Rothman Institute at Thomas Jefferson University, 925 Chestnut Street, Philadelphia, PA 19107.
| | - Joseph Paladino
- Department of Orthopedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, PA
| | - Clay Townsend
- Department of Orthopedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, PA
| | - Asif M. Ilyas
- Department of Orthopedic Surgery, Rothman Institute at Thomas Jefferson University, Philadelphia, PA
- Rothman Opioid Foundation, Philadelphia, PA
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13
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Preoperative and Postoperative Opioid Prescription Rates in the Total Hip Replacement Surgical Patient. Orthop Nurs 2021; 40:366-374. [PMID: 34851880 DOI: 10.1097/nor.0000000000000808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
The United States is facing an opioid epidemic that has only worsened with the COVID-19 pandemic. There is little evidence regarding patterns of opioid use among patients with total hip replacement (THR). Although the Centers for Disease Control and Prevention has put forward guidelines for prescribing opioids, it does not include guidance specifically for THR patients suffering from presurgical and postsurgical pain. The purpose of this study was to (1) compare presurgical and postsurgical opioid rates, (2) compare presurgical and postsurgical morphine milligram equivalents (MME), and (3) determine whether having a presurgical opioid prescription predicts the receipt of postsurgical opioid prescriptions among patients undergoing THR surgery. Retrospective cohort analysis of 4,405 patients undergoing THR at a major academic medical center in the United States from April 30, 2015, to April 30, 2018, was done. Patient characteristics, opioid rates, and average MME/day/person were described. Logistic regression was used to determine whether presurgical opioid prescription and opioid risk level predicted postsurgical opioid prescribing. Median age was 64 years (range = 18-85 years); patients were primarily Caucasian/White (78.8%) and female (54.7%). Opioid prescription rates in this sample for the 12-month presurgical and postsurgical periods were 66.1% and 95.6%, respectively. Oxycodone was the most common opioid prescribed in both periods. Among those prescribed an opioid, moderate/high risk for overdose and/or death was 6.3% presurgery and 19.8% postsurgery. Patients with a comorbidity were two times more likely to receive an opioid prescription in the postsurgical period. The median average MME/day/person was 26.5 (range = 0.3-180.0) for patients with an opioid prescribed during the presurgery period and 40.4 (range = 1.5-270.0) during the postsurgery period. Opioid use, regardless of strength, in the presurgical period as well as having one or more comorbidities predicted opioid use in the postsurgical period.
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14
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Ervin-Sikhondze BA, Moser SE, Pierce J, Dickens JR, Lagisetty PA, Urquhart AG, Hallstrom BR, Brummett CM, McAfee J. Reasons for Preoperative Opioid Use Are Associated with Persistent Use following Surgery among Patients Undergoing Total Knee and Hip Arthroplasty. PAIN MEDICINE 2021; 23:19-28. [PMID: 34788865 DOI: 10.1093/pm/pnab322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/28/2021] [Accepted: 09/29/2021] [Indexed: 11/14/2022]
Abstract
OBJECTIVE Most studies on preoperative opioid use only describe whether or not patients use opioids without characterizing reasons for use. Knowing why patients use opioids can help inform perioperative opioid management. The objective of this study was to explore pain specific reasons for preoperative opioid use prior to total hip and knee arthroplasty (THA and TKA) and their association with persistent use. METHODS This is a prospective study of 197 patients undergoing THA (n = 99) or TKA (n = 98) enrolled in the Analgesic Outcomes Study between December 2015 and November 2018. All participants reported preoperative opioid use. RESULTS Reasons for preoperative opioid use were categorized as surgical site pain only (81 [41.1%]); pain in other body areas only (22 [11.2%]); and combined pain (94 [47.7%]). Compared to patients taking opioids for surgical site pain, those with combined reasons for use had 1.24 (p = 0.40) and 2.28 (p = 0.16) greater odds of persistent use at 3 and 6 months postoperatively, adjusting for relevant covariates. CONCLUSIONS This study provides novel insights into the heterogeneity of reasons for presurgical opioid use in patients undergoing a THA or TKA. One key take away is that not all preoperative opioid use is the same and many patients are taking opioids preoperatively for more than just pain at the surgical site. Combined reasons for use was associated with long-term use, suggesting non-surgical pain, in part, drives persistent opioid use after surgery. Future directions in perioperative care should focus on pain and non-pain reasons for presurgical opioid use to create tailored post-operative opioid weaning plans.
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Affiliation(s)
| | | | - Jennifer Pierce
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI
| | | | - Pooja A Lagisetty
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | | | | | - Chad M Brummett
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI
| | - Jenna McAfee
- Department of Anesthesiology, University of Michigan, Ann Arbor, MI
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15
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Chalmers BP, Lebowitz J, Chiu YF, Joseph AD, Padgett DE, Bostrom MPG, Gonzalez Della Valle A. Changes in opioid discharge prescriptions after primary total hip and total knee arthroplasty affect opioid refill rates and morphine milligram equivalents : an institutional experience of 20,000 patients. Bone Joint J 2021; 103-B:103-110. [PMID: 34192916 DOI: 10.1302/0301-620x.103b7.bjj-2020-2392.r1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS Due to the opioid epidemic in the USA, our service progressively decreased the number of opioid tablets prescribed at discharge after primary hip (THA) and knee (TKA) arthroplasty. The goal of this study was to analyze the effect on total morphine milligram equivalents (MMEs) prescribed and post-discharge opioid repeat prescriptions. METHODS We retrospectively reviewed 19,428 patients undergoing a primary THA or TKA between 1 February 2016 and 31 December 2019. Two reductions in the number of opioid tablets prescribed at discharge were implemented over this time; as such, we analyzed three periods (P1, P2, and P3) with different routine discharge MME (750, 520, and 320 MMEs, respectively). We investigated 90-day refill rates, refill MMEs, and whether discharge MMEs were associated with represcribing in a multivariate model. RESULTS A discharge prescription of < 400 MMEs was not a risk factor for opioid represcribing in the entire population (p = 0.772) or in opioid-naïve patients alone (p = 0.272). Procedure type was the most significant risk factor for narcotic represcribing, with unilateral TKA (hazard ratio (HR) = 5.62), bilateral TKA (HR = 6.32), and bilateral unicompartmental knee arthroplasty (UKA) (HR = 5.29) (all p < 0.001) being the highest risk for refills. For these three procedures, there was approximately a 5% to 6% increase in refills from P1 to P3 (p < 0.001); however, there was no significant increase in refill rates after any hip arthroplasty procedures. Total MMEs prescribed were significantly reduced from P1 to P3 (p < 0.001), leading to the equivalent of nearly 500,000 fewer oxycodone 5 mg tablets prescribed. CONCLUSION Decreasing opioids prescribed at discharge led to a statistically significant reduction in total MMEs prescribed. While the represcribing rate did not increase for any hip arthroplasty procedure, the overall refill rates increased by about 5% for most knee arthroplasty procedures. As such, we are now probably prescribing an appropriate amount of opioids at discharge for knee arthroplasty procedure, but further reductions may be possible for hip arthroplasty procedures. Cite this article: Bone Joint J 2021;103-B(7 Supple B):103-110.
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Affiliation(s)
- Brian P Chalmers
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, New York, USA
| | - Juliana Lebowitz
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, New York, USA
| | - Yu-Fen Chiu
- Biostatistics Core, Research Administration, Hospital for Special Surgery, New York, New York, USA
| | - Amethia D Joseph
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, New York, USA
| | - Douglas E Padgett
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, New York, USA
| | - Mathias P G Bostrom
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, New York, USA
| | - Alejandro Gonzalez Della Valle
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, New York, USA
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Chalmers BP, Lebowitz J, Chiu YF, Joseph AM, Padgett DE, Bostrom MP, Della Valle AG. Reduction of Opioid Quantities at Discharge After TKA Did Not Increase the Risk of Manipulation Under Anesthesia: An Institutional Experience. J Arthroplasty 2021; 36:2307-2312. [PMID: 33691999 DOI: 10.1016/j.arth.2021.02.045] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/10/2021] [Accepted: 02/15/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND In response to the opioid epidemic, our arthroplasty service sequentially reduced the opioid quantities prescribed at primary total knee arthroplasty (TKA) discharge. However, its effect on postdischarge pain control and rehabilitation is unknown. We assessed if this decrease was associated with an increase in the risk of manipulation under anesthesia (MUA). METHODS We retrospectively reviewed 8799 patients undergoing primary TKA from 2016 to 2019 at a single institution. There were two institution-wide reductions in the amount of opioids prescribed at discharge; therefore, we divided patients into 3 periods (P1, P2, and P3). The mean discharge morphine milligram equivalents (MMEs) went from 900 MMEs to ~525 MMEs to ~320 MMEs in P1, P2, and P3, respectively. We analyzed MUA rates and if lower discharge MMEs was a risk factor for MUA in a multivariate model. We also compared refill patterns (rates, number, refill MMEs, and total MMEs) between MUA and non-MUA patients. RESULTS The rate of MUA did not increase with reduced discharged opioids (5.5% in P1, 5.8% in P2, and 4.6% in P3, P = .74). In a multivariate analysis, discharge MMEs of <450 was not a significant risk factor for MUA. However, a diagnosis of chronic pain (OR = 1.86, P < .001) and an elevated body mass index (OR = 1.02 per unit increase, P < .001) were significant risk factors. We did not find significant differences in any opioid prescription refill patterns in MUA and non-MUA patients. CONCLUSION Serial reductions in discharge MMEs after primary TKA did not significantly affect the rate of MUA, a surrogate marker for pain control and the rehabilitative process.
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Affiliation(s)
- Brian P Chalmers
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, NY
| | - Juliana Lebowitz
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, NY
| | - Yu-Fen Chiu
- Biostatistics Core, Research Administration, Hospital for Special Surgery, New York, NY
| | - Amethia M Joseph
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, NY
| | - Douglas E Padgett
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, NY
| | - Mathias P Bostrom
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, NY
| | - Alejandro G Della Valle
- Department of Orthopedic Surgery, Adult Reconstruction and Joint Replacement, Hospital for Special Surgery, New York, NY
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Tadley M, Townsend CB, Bhatt S, Morgenstern M, Lutsky KF, Beredjiklian PK. Nonsurgical Providers Provide the Majority of Postoperative Opioid Prescriptions After Hand Surgery. Cureus 2021; 13:e15564. [PMID: 34277187 PMCID: PMC8270055 DOI: 10.7759/cureus.15564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2021] [Indexed: 11/17/2022] Open
Abstract
Introduction The increased use of Prescription Drug Monitoring Program (PDMP) websites has helped physicians to limit overlapping controlled substance prescriptions and help prevent opioid abuse. Many studies have investigated risk factors for prolonged opioid use after orthopedic surgery, but few studies have investigated who is prescribing opioids to postoperative patients. The purpose of this study is to investigate the types of medical providers prescribing opioids to hand surgery patients postoperatively. Methods Institutional Review Board approval was obtained prior to initiation of this study. An institutional database search was performed to identify all patients ≥18 years old that underwent a single hand surgery at our institution during a specified time period. Patients with more than one surgical procedure during this time were excluded to prevent potential crossover with opioid prescriptions for different surgical procedures. A search of the state PDMP website was performed to identify opioid prescriptions filled by hand surgery patients from six months preoperatively to 12 months postoperatively. Opioid prescribers were classified into several groups: 1) the patient’s operating surgeon, 2) other orthopedic surgery providers, 3) general medicine providers (internal medicine, primary care, family medicine, and adult health providers), and 4) all other medical providers. Results Three hundred twenty-seven patients could be identified in the PDMP database who received an opioid prescription on the day of surgery. Of these, 108 (33.0%) filled a total of 341 additional opioid prescriptions postoperatively. Non-orthopedic providers prescribed 81.5% of all opioid prescriptions within 12 months postoperatively, with the patient’s operating surgeon prescribing only 10% of all prescriptions. General medicine providers were the highest prescriber group at 28.7% of total postoperative opioid prescriptions. From six to 12 months postoperatively, the patient’s operating surgeon prescribed only 4.9% of total opioid prescriptions filled. The patient’s operating surgeon prescribed significantly smaller average opioid prescriptions in total morphine milligram equivalents compared to all other provider groups. Conclusions Surgeons should be aware that their surgical patients may be receiving opioid prescriptions from a wide variety of medical providers postoperatively, and that these other providers may be prescribing larger prescriptions. The findings of this study emphasize the importance of collaboration across medical specialties to mitigate the risks of prolonged opioid use after hand surgery.
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Affiliation(s)
- Madeline Tadley
- Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, USA
| | - Clay B Townsend
- Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, USA
| | - Shivangi Bhatt
- Medicine, Drexel University College of Medicine, Philadelphia, USA
| | | | - Kevin F Lutsky
- Orthopaedic Surgery, University of Vermont, Burlington, USA
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Emara AK, Santana D, Grits D, Klika AK, Krebs VE, Molloy RM, Piuzzi NS. Exploration of Overdose Risk Score and Postoperative Complications and Health Care Use After Total Knee Arthroplasty. JAMA Netw Open 2021; 4:e2113977. [PMID: 34181014 PMCID: PMC8239962 DOI: 10.1001/jamanetworkopen.2021.13977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
IMPORTANCE The adverse outcomes after total knee arthroplasty (TKA) associated with preoperative prescription drug use (ie, use of narcotics, sedatives, and stimulants) have been established but are not well quantified. OBJECTIVE To test the association of preoperative overdose risk score (ORS) with postoperative health care use. DESIGN, SETTING, AND PARTICIPANTS This cohort study was conducted using data on a consecutive sample of individuals who underwent primary TKA from November 2018 through March 2020 at a tertiary care health system. Data were collected using the Orthopaedic Minimal Data Set Episode of Care, a validated data-collection system for all elective orthopedic surgical interventions taking place within the health care system. Outcomes were assessed at 90 days postoperatively. Individuals whose preoperative baseline characteristics or ORS were not provided or who declined to participate were excluded. Data were analyzed from September through October 2020. EXPOSURE Patient-specific preoperative ORS, as measured using NarxCare, associated with patterns of prescription drug use. MAIN OUTCOMES AND MEASURES Associations between patient-specific ORS categories and 90-day postoperative health care use (ie, prolonged hospital length of stay [LOS; ie, >2 days], nonhome discharge, all-cause 90-day readmission, emergency department [ED] visits, and reoperation) were evaluated. Outcomes were also compared between a group of individuals with ORS less than 300 vs those with ORS 300 or greater who were propensity score matched (4:1; caliper, 0.1) using demographic characteristics (ie, age, sex, race, body mass index, and smoking status) and baseline comorbidities. RESULTS Among 4326 individuals who underwent primary TKA, 2623 (60.63%) were women, 3602 individuals (83.26%) were White, the mean (SD) BMI was 32.8 (6.9), and the mean (SD) age was 66.6 (9.2) years; 90-day follow-up was available for the entire cohort. The predominant preoperative diagnosis was osteoarthritis, occurring among 4170 individuals (96.4%). For individuals with an ORS of 300 to 399, there were significantly higher odds of a prolonged LOS (odds ratio [OR], 2.03; 95% CI, 1.46-2.82; P < .001), nonhome discharge (OR, 2.01; 95% CI, 1.37-2.94; P < .001), all-cause 90-day readmission (OR, 1.56; 95% CI, 1.01-2.42; P < .001), and ED visits (OR, 1.62; 95% CI, 1.11-2.38; P = .01) compared with individuals who were prescription drug naive (ie, ORS = 0). Individuals in the highest ORS category (ie, ORS ≥ 500) had the highest ORs for prolonged LOS (OR, 3.71; 95% CI, 2.00-6.87; P < .001), nonhome discharge (OR, 4.09; 95% CI, 2.02-8.29; P < .001), 90-day readmission (OR, 4.41; 95% CI, 2.23-8.71; P < .001), and 90-day reoperation (OR, 6.09; 95% CI, 1.44-25.80; P = .01). Propensity score matching confirmed the association between an ORS of 300 or greater and the incidence of prolonged LOS (244 individuals [11.6%] vs 130 individuals [23.0%]; P < .001), nonhome discharge (176 individuals [8.4%] vs 93 individuals [16.4%]; P < .001), all-cause 90-day readmission (119 individuals [5.7%] vs 65 individuals [11.5%]; P < .001), and all-cause ED visits (198 individuals [9.4%] vs 76 individuals [13.4%]; P = .006). CONCLUSIONS AND RELEVANCE This study found that higher ORS was associated with increased health care use after primary TKA. These findings suggest that an ORS of 300 or greater could be used to designate increased risk and guide the preoperative surgeon-patient discussion to modify prescription drug use patterns.
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Affiliation(s)
- Ahmed K. Emara
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Daniel Santana
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Daniel Grits
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Alison K. Klika
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Viktor E. Krebs
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Robert M. Molloy
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Nicolas S. Piuzzi
- Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, Ohio
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Wilson JM, Farley KX, Gottschalk MB, Daly CA, Wagner ER. Preoperative opioid use is an independent risk factor for complication, revision, and increased health care utilization following primary total shoulder arthroplasty. J Shoulder Elbow Surg 2021; 30:1025-1033. [PMID: 32853788 DOI: 10.1016/j.jse.2020.08.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 07/26/2020] [Accepted: 08/02/2020] [Indexed: 02/07/2023]
Abstract
INTRODUCTION The incidence of total shoulder arthroplasty (TSA) in increasing. Evidence in primary hip and knee arthroplasty suggest that preoperative opioid use is a risk factor for postoperative complication. This relationship in TSA is unknown. The purpose of this study was to investigate this relationship. METHODS The Truven Marketscan claims database was used to identify patients who underwent primary, unilateral TSA. Preoperative opioid use status was then used to divide patients into cohorts based on the average daily oral morphine equivalents (OMEs) received in the 6-month preoperative period. This included the following cohorts: opioid naïve and <1, 1-5, 5-10, and >10 average daily OMEs. In total, 29,454 patients with 90-day postoperative follow-up were included. Of these, 21,580 patients and 8959 patients had 1- and 3-year follow-up, respectively. Patient information and complication data were collected. Univariate and multivariate logistic regression were then performed to assess the association of preoperative opioid use with postoperative outcomes. A subgroup analysis was performed to examine revision surgery at 1 and 3 years postoperatively. RESULTS Forty-four percent of identified patients received preoperative opioids, but the preoperative opioid-naïve patient became more common over the study period. Multivariate analysis demonstrated that patients receiving >10 average daily OMEs (compared with opioid naïve) had higher odds of opioid overdose (odds ratio [OR] 4.17, 95% confidence interval [CI] 1.57-11.08, P = .004), wound complication (OR 2.04, 95% CI 1.44-2.89, P < .001), superficial surgical site infection (OR 2.33, 95% CI 1.63-3.34, P < .001), prosthetic joint infection (OR 3.41, 95% CI 2.50-4.67, P < .001), pneumonia (OR 1.95, 95% CI 1.39-2.75, P < .001), and thromboembolic event (OR 1.42, 95% CI 1.18-1.72, P < .001). The same group had higher health care utilization, including extended length of stay, nonhome discharge, readmission, and emergency department visits (P ≤ .001). Total perioperative adjusted costs were more than $7000 higher in the >10-OME group when compared to preoperative opioid-naïve patients. DISCUSSION Opioid use prior to TSA is common and is associated with increased complications, health care utilization, revision surgery, and costs. This risk is dose dependent, and efforts should be made at cessation prior to surgery.
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Affiliation(s)
- Jacob M Wilson
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Kevin X Farley
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Michael B Gottschalk
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Charles A Daly
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA
| | - Eric R Wagner
- Department of Orthopaedics, Emory University School of Medicine, Atlanta, GA, USA.
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Reduction of Opioids Prescribed Upon Discharge After Total Knee Arthroplasty Significantly Reduces Consumption: A Prospective Study Comparing Two States. J Arthroplasty 2021; 36:160-163. [PMID: 32778420 DOI: 10.1016/j.arth.2020.07.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/09/2020] [Accepted: 07/13/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Opioids prescribed for acute pain after total knee arthroplasty (TKA) play a contributing role in the number of opioid pills in circulation. At the height of an opioid epidemic in the United States, opioids are increasingly diverted, misused, and abused. Therefore, many states have enacted narcotic regulations in an attempt to curb opioid diversion and misuse. The purpose of this study is to evaluate the effect of stricter state prescribing regulations on opioid consumption following TKA. METHODS In total, 165 opioid-naive patients undergoing primary unilateral TKA at a single institution with a standardized perioperative pain protocol were reviewed. Seventy-one patients (group 1) resided in a state with strict opioid regulations that limit the initial number of pills dispensed and refills, whereas 92 patients (group 2) resided in another state without quantity and refill regulations. Patient demographics were similar between the 2 groups. Mean age was 64 and mean body mass index was 32 kg/m2. Opioid consumption, quantity, and refill patterns were collected for 6 weeks following surgery. RESULTS The average oral morphine equivalents consumed during the 6 weeks postsurgery were significantly lower in group 1 at 446.3 ± 266.3 mg (range 10-992) compared to group 2 at 622.6 ± 313.7 mg (range 20-1416) (P < .001). The average oral morphine equivalent corresponds to 60 tablets of 5 mg oxycodone per patient in group 1 vs 84 tablets per patient in group 2. Fifty-nine (83%) patients in group 1 had stopped taking opioids within 6 weeks of surgery compared to 59 (64%) in group 2 (P = .04). CONCLUSION Based on our results, the institution of state regulations aimed at decreasing the quantity and refills of postoperative opioids led patients to consume less opioids following TKA. Many patients are prescribed more opioids than they require which increases their consumption and can increase the risk for diversion, addiction, and misuse. LEVEL OF EVIDENCE Level III; retrospective comparative cohort study.
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Understanding Opioid Use After Total Hip Arthroplasty: A Comprehensive Analysis of a Mandatory Prescription Drug Monitoring Program. J Am Acad Orthop Surg 2020; 28:e917-e922. [PMID: 32091422 DOI: 10.5435/jaaos-d-19-00676] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Opioids remain the most prescribed medication after total hip arthroplasty (THA) despite the potential for abuse and adverse effects. Given the high rates of opioid abuse and potential adverse effects, the reporting of controlled substances is now mandatory in many statewide databases. This study aimed to use a mandatory statewide database to analyze opioid prescription patterns in postoperative THA patients and identify independent risk factors for those patients who need a second prescription and/or require prolonged use (>6 months). METHODS We retrospectively reviewed a consecutive series of 619 primary THAs. Demographic and comorbidity information were collected for all patients. Narcotic prescription data (converted to morphine milligram equivalents) as well as prescription data for sedatives, benzodiazepines, and stimulants were collected from the State's Controlled Substance Monitoring websites 6 months before and 9 months after the index procedure. Bivariate and multivariate analyses were done for second prescription and continued use. RESULTS Of the 619 patients who underwent THA, 34.9% (216/619) used preoperative opioids, 36.2% (224/619) filled a second opioid prescription, and 10.5% (65/619) had continued use past 6 months. Patients with preoperative opioids were at an approximately 4-fold increased odds of requiring a second script and 12 times odds of continued opioid use. In the multivariate analysis, independent risk factors for requiring a second prescription, in descending order of magnitude, included the use of any sedative or sleep aid prescription and preoperative narcotic use. Independent risk factors for continued narcotic use longer than 6 months after THA included preoperative narcotic use and increased length of stay. DISCUSSION Several risk factors and their relative weight have been identified for continued narcotic consumption after THA. It is important for surgeons to consider these predisposing factors preoperatively during the informed consent process and for managing postoperative pain expectations.
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Non-Orthopedic Encounters Increase Opioid Exposure in Joint Osteoarthritis: A Single-Institution Analysis. J Arthroplasty 2020; 35:2386-2391. [PMID: 32444234 DOI: 10.1016/j.arth.2020.04.076] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 04/16/2020] [Accepted: 04/21/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND There has been little-to-no evidence to support the use of opioid analgesia as a treatment modality for osteoarthritis (OA). Chronic opioid use has been associated with peri-operative and post-operative complications with joint reconstruction. The purpose of this study is to compare opioid-prescribing habits for OA between orthopedic and non-orthopedic physicians to identify encounters that increase opioid exposure. METHODS A retrospective chart review was performed on opioid-naive adult patients with outpatient opioid prescriptions for OA at a single academic institution between 2013 and 2018. Patients with prior surgery or opioid prescriptions were excluded. Independent t-tests and analysis of variance were used to compare prescription characteristics among providers. RESULTS A total of 9625 opioid prescriptions were identified. Non-orthopedic providers account for 92% of prescriptions vs 8% by orthopedic surgeons. The greatest number of prescriptions is written by Internal Medicine (37.1%) and Family Medicine physicians (36.0%). Non-orthopedic physicians prescribe a greater number of prescriptions per patient, dosages, and refills (P < .001 for all). Non-orthopedic encounters are associated with increased risk for prescription dosages ≥50 MME/d (odds ratio 5.81, 95% confidence interval 4.35-7.81, P < .001) and 90 MME/d (odds ratio 18.2, 95% confidence interval 4.43-35.70, P < .001). CONCLUSION The majority of opioid prescriptions for OA are written by non-orthopedic providers, with higher prescription rates, dosages, and more refills than orthopedic surgeons. OA is a common condition that will benefit from multi-disciplinary awareness to minimize unnecessary opioid exposure and reduce potential complications with joint arthroplasty.
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Wilson JM, Farley KX, Bradbury TL, Erens GA, Guild GN. Preoperative opioid use is a risk factor for complication and increased healthcare utilization following revision total knee arthroplasty. Knee 2020; 27:1121-1127. [PMID: 32711872 DOI: 10.1016/j.knee.2020.05.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Revised: 05/12/2020] [Accepted: 05/23/2020] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Prior literature suggests that opioid use prior to primary arthroplasty procedures results in increased risk for complication. Despite this, it is unknown whether preoperative opioid use increases risk following revision TKA. The purpose of this study was to examine this relationship. METHODS The Truven Marketscan® database was used to conduct this retrospective cohort study. Patients undergoing revision TKA for aseptic indication were identified. Opioid prescriptions were collected for one-year preoperatively. Patients were divided into cohorts based on the number of prescriptions received preoperatively. Patients who had an "opioid holiday" (six months opioid naïve period after prior use) were also analyzed. Univariate and multivariate analysis was performed to assess the relationship between preoperative opioids and postoperative complications. RESULTS In the year preceding surgery, 84% of patients received an opioid prescription. Compared to opioid naïve patients, continuous preoperative use was associated with higher odds of every examined complication (p ≤ .008). This included PJI (OR 1.77, 95% CI 1.34-2.35, p < .001), VTE (OR 1.56, 95% CI 1.26-1.93, p < .001), opioid overdose (OR 5.03, 95% CI 1.64-15.42, p = .005), and revision surgery (OR 1.80, 95%CI 1.50-2.16, p < .001). Similarly, health care utilization was higher in this group including the following: extended length of stay, non-home discharge, 90-day readmission, and emergency room visits (p ≤ .01). The opioid holiday appeared to confer risk reduction. CONCLUSIONS Preoperative opioid use preceding revision TKA is common and is associated with complications following surgery. An opioid holiday appears to provide risk reduction and suggests that opioid use may be a modifiable risk factor.
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Affiliation(s)
- Jacob M Wilson
- Department of Orthopaedic Surgery, 59 S Executive Park NW, Atlanta, GA 30329, United States of America.
| | - Kevin X Farley
- Department of Orthopaedic Surgery, 59 S Executive Park NW, Atlanta, GA 30329, United States of America.
| | - Thomas L Bradbury
- Department of Orthopaedic Surgery, 59 S Executive Park NW, Atlanta, GA 30329, United States of America.
| | - Greg A Erens
- Department of Orthopaedic Surgery, 59 S Executive Park NW, Atlanta, GA 30329, United States of America.
| | - George N Guild
- Department of Orthopaedic Surgery, 59 S Executive Park NW, Atlanta, GA 30329, United States of America.
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Opioid Prescription Consumption Patterns After Total Joint Arthroplasty in Chronic Opioid Users Versus Opioid Naive Patients. JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS GLOBAL RESEARCH AND REVIEWS 2020; 4:JAAOSGlobal-D-20-00066. [PMID: 32656479 PMCID: PMC7322780 DOI: 10.5435/jaaosglobal-d-20-00066] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 04/27/2020] [Indexed: 12/03/2022]
Abstract
Although chronic preoperative opioid use has been linked to inferior total joint arthroplasty outcomes, little research exists on postoperative prescribing patterns for opioid-naive orthopaedic patients versus chronic opioid users.
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Runner RP, Luu AN, Thielen ZP, Scudday TS, Nassif NA, Patel JJ, Barnett SL, Gorab RS. Opioid Use After Discharge Following Primary Unilateral Total Hip Arthroplasty: How Much Are We Overprescribing? J Arthroplasty 2020; 35:S226-S230. [PMID: 32173620 DOI: 10.1016/j.arth.2020.01.076] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 01/12/2020] [Accepted: 01/28/2020] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The opioid crisis pressures orthopedic surgeons to reduce the amount of narcotics prescribed for postoperative pain management. This study sought to quantify postoperative opioid use after hospital discharge for primary unilateral total hip arthroplasty (THA) patients. METHODS A prospective cohort of primary unilateral THA patients were enrolled at a single institution. Detailed pain journals tracked all prescription and over-the-counter pain medication, quantity, frequency, and visual analog scale pain scores. Pain medications were converted to morphine milligram equivalents (MME). RESULTS Data from 121 subjects were analyzed; the average visual analog scale pain score was 3.44 while taking narcotics. The average number of days taking narcotics was 8.46 days. The distribution of days taking narcotics was right shifted with 50.5% of patients off narcotics after 1 week, and 82.6% off by 2 weeks postoperatively. The average number of narcotic pills prescribed was significantly greater than narcotic pills taken (72.5 vs 28.8, P < .0001). The average MME prescribed was significantly greater than MME taken (452.1 vs 133.8, P < .0001). The average excess narcotic pills prescribed per patient was 51.7 pills. And 71.9% took fewer than 30 narcotic pills; 90.9% patients took fewer than 50 narcotic pills. Also, 10.7% did not require any narcotics; 9.9% required a refill of narcotics; and 33.1% went home the day of surgery. CONCLUSION Significantly more narcotics were prescribed than were taken in the postoperative period following THA with an average 51.7 excess narcotic pills per patient. Adjusting prescribing patterns to match patient narcotic usage could reduce the excess narcotic pills following THA.
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Runner RP, Luu AN, Thielen ZP, Scudday TS, Nassif NA, Patel JJ, Barnett SL, Gorab RS. Opioid Use After Discharge Following Primary Unilateral Total Knee Arthroplasty: How Much Are We Over-Prescribing? J Arthroplasty 2020; 35:S158-S162. [PMID: 32171491 DOI: 10.1016/j.arth.2020.01.078] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Revised: 01/25/2020] [Accepted: 01/28/2020] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND The opioid crisis pressures orthopedic surgeons to reduce the amount of narcotics prescribed for post-operative pain management. This study sought to quantify post-operative opioid use after hospital discharge for primary unilateral total knee arthroplasty (TKA) patients. METHODS A prospective cohort of primary unilateral TKA patients performed by one of 5 senior fellowship-trained arthroplasty surgeons were enrolled at a single institution. Detailed pain journals tracked all prescriptions and over-the-counter pain medications, quantities, frequencies, and visual analog scale pain scores. Narcotic and narcotic-like pain medications were converted to morphine milligram equivalents (MME). Statistical analysis was performed using Student's t-test with α < 0.05. RESULTS Data from 89 subjects were analyzed; the average visual analog scale pain score was 6.92 while taking narcotics. The average number of days taking narcotics was 16.8 days. The distribution of days taking narcotics was right shifted with 52.8% of patients off narcotics after 2 week, and 74.2% off by 3 weeks post-op. The average MME prescribed was significantly greater than MME taken (866.6 vs 428.2, P < .0001). The average number of narcotic pills prescribed was significantly greater than narcotic pills taken (105.1 vs 52.0, P < .0001). The average excess narcotic pills prescribed per patient was 53.1 pills. About 48.3% took fewer than 40 narcotic pills; 75.3% took fewer than 75 narcotic pills. About 3.4% did not require any narcotics; 40.5% required a refill of narcotics. Also, 9.0% went home the day of surgery. CONCLUSION Significantly more narcotics were prescribed than were taken in the post-operative period following TKA with an average 53.1 excess narcotic pills per patient. Adjusting prescribing patterns to match patient narcotic usage could reduce the excess narcotic pills following TKA.
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Affiliation(s)
- Robert P Runner
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Andrew N Luu
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Zachary P Thielen
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Travis S Scudday
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Nader A Nassif
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Jay J Patel
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Steven L Barnett
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
| | - Robert S Gorab
- Department of Orthopaedic Surgery, Hoag Orthopaedic Institute, Irvine, CA
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Who Is Prescribing Opioids Preoperatively? A Survey of New Patients Presenting to Tertiary Care Adult Reconstruction Clinics. J Am Acad Orthop Surg 2020; 28:301-307. [PMID: 31977344 DOI: 10.5435/jaaos-d-19-00602] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Preoperative opioid use is detrimental to outcomes after hip and knee arthroplasty. This study aims to identify the prevalence of preoperative opioid prescriptions and the specialty and practice setting of the prescriber, as well as the percentage of patients who do not report their opioid prescriptions and any variables associated with preoperative opioid prescriptions. METHODS A total of 461 consecutive new patients evaluated for an arthritic hip or knee were retrospectively studied using institutional data from a tertiary-care, urban center at a university-affiliated private-practice and the state Prescription Monitoring Program to identify opioid prescriptions (including medication, number of pills and dosage, refills, prescriber specialty, and practice setting) within 6 months before their first appointment. Demographic data included age, sex, ethnicity, body mass index, joint, laterality, diagnosis, Charlson Comorbidity Index, duration of symptoms, decision to have surgery, number of days from the first visit to surgery, smoking status, alcohol use, mental health diagnoses, preoperative outcome scores, nonopioid medications, and opioid medications. Patients were separated into opioid and nonopioid cohorts (opioid receivers were further subdivided into those who reported their opioid prescription and those who did not) for statistical analysis to analyze demographic differences using t-tests and Mann-Whitney U tests for continuous variables, the Fisher exact test for categorical variables, and multivariate logistic regression. RESULTS One hundred five patients (22.8%) received an opioid before the appointment. Fifty-two (11.3%) received schedule II or III opioids, 43 (9.3%) received tramadol, and 10 (2.2%) received both. Primary care physicians were the most common prescriber (59.5%, P < 0.001) followed by pain medicine specialists (11.3%) and orthopaedic surgeons (11.3%). More prescribers practiced in the community than academic setting (63.8% versus 36.2%, P < 0.001). Seventy-eight patients (74.3%) self-reported their opioid prescriptions, with the remaining 27 patients (25.7%; 14 schedule II or III opioids and 13 tramadol) identified only after query of the Prescription Monitoring Program. In regression analysis, higher body mass index, diagnosis other than osteoarthritis, and benzodiazepine use were associated with receiving opioids (P < 0.05), while antidepressant use decreased the likelihood of self-reporting opioid prescriptions (P = 0.044). DISCUSSION A striking number of patients are being treated with opioids for hip and knee arthritis. Furthermore, many patients who have received opioids within 6 months do not report their prescriptions. Although primary care physicians prescribed most opioids for nonsurgical treatment of arthritis, a substantial percentage came from orthopaedic surgeons. Further education of physicians and patients on the ill effects of opioids when used for the nonsurgical treatment of hip and knee arthritis is warranted. LEVEL OF EVIDENCE Level III, retrospective cohort study.
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Reid DBC, Shapiro B, Shah KN, Ruddell JH, Cohen EM, Akelman E, Daniels AH. Has a Prescription-limiting Law in Rhode Island Helped to Reduce Opioid Use After Total Joint Arthroplasty? Clin Orthop Relat Res 2020; 478:205-215. [PMID: 31389888 PMCID: PMC7438153 DOI: 10.1097/corr.0000000000000885] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 06/17/2019] [Indexed: 01/31/2023]
Abstract
BACKGROUND In the United States, since 2016, at least 28 of 50 state legislatures have passed laws regarding mandatory prescribing limits for opioid medications. One of the earliest state laws (which was passed in Rhode Island in 2016) restricted the maximum morphine milligram equivalents provided in the first postoperative prescription for patients defined as opioid-naïve to 30 morphine milligram equivalents per day, 150 total morphine milligram equivalents, or 20 total doses. While such regulations are increasingly common in the United States, their effects on opioid use after total joint arthroplasty are unclear. QUESTIONS/PURPOSES (1) Are legislative limitations to opioid prescriptions in Rhode Island associated with decreased opioid use in the immediate (first outpatient prescription postoperatively), 30-day, and 90-day periods after THA and TKA? (2) Is this law associated with similar changes in postoperative opioid use among patients who are opioid-naïve and those who are opioid-tolerant preoperatively? METHODS Patients undergoing primary THA or TKA between January 1, 2016 and June 28, 2016 (before the law was passed on June 28, 2016) were retrospectively compared with patients undergoing surgery between June 1, 2017 and December 31, 2017 (after the law's implementation on April 17, 2017). The lapse between the pre-law and post-law periods was designed to avoid confounding from potential voluntary practice changes by physicians after the law was passed but before its mandatory implementation. Demographic and surgical details were extracted from a large multi-specialty orthopaedic group's surgical billing database using Current Procedural Terminology codes 27130 and 27447. Any patients undergoing revision procedures, same-day bilateral arthroplasties, or a second primary THA or TKA in the 3-month followup period were excluded. Secondary data were confirmed by reviewing individual electronic medical records in the associated hospital system which included three major hospital sites. We evaluated 1125 patients. In accordance with the state's department of health guidelines, patients were defined as opioid-tolerant if they had filled any prescription for an opioid medication in the 30-day preoperative period. Data on age, gender, and the proportion of patients who were defined as opioid tolerant preoperatively were collected and found to be no different between the pre-law and post-law groups. The state's prescription drug monitoring program database was used to collect data on prescriptions for all controlled substances filled between 30 days preoperatively and 90 days postoperatively. The primary outcomes were the mean morphine milligram equivalents of the initial outpatient postoperative opioid prescription after discharge and the mean cumulative morphine milligram equivalents at the 30- and 90-day postoperative intervals. Secondary analyses included subgroup analyses by procedure and by preoperative opioid tolerance. RESULTS After the law was implemented, the first opioid prescriptions were smaller for patients who were opioid-naïve (mean 156 ± 106 morphine milligram equivalents after the law's passage versus 451 ± 296 before, mean difference 294 morphine milligram equivalents; p < 0.001) and those who were opioid-tolerant (263 ± 265 morphine milligram equivalents after the law's passage versus 534 ± 427 before, mean difference 271 morphine milligram equivalents; p < 0.001); however, for cumulative prescriptions in the first 30 days postoperatively, this was only true among patients who were previously opioid-naïve (501 ± 416 morphine milligram equivalents after the law's passage versus 796 ± 597 before, mean difference 295 morphine milligram equivalents; p < 0.001). Those who were opioid-tolerant did not have a decrease in the cumulative number of 30-day morphine milligram equivalents (1288 ± 1632 morphine milligram equivalents after the law's passage versus 1398 ± 1274 before, mean difference 110 morphine milligram equivalents; p = 0.066). CONCLUSIONS The prescription-limiting law was associated with a decline in cumulative opioid prescriptions at 30 days postoperatively filled by patients who were opioid-naïve before total joint arthroplasty. This may substantially impact public health, and these policies should be considered an important tool for healthcare providers, communities, and policymakers who wish to combat the current opioid epidemic. However, given the lack of a discernible effect on cumulative opioids filled from 30 to 90 days postoperatively, further investigations are needed to evaluate more effective policies to prevent prolonged opioid use after total joint arthroplasty, particularly in patients who are opioid-tolerant preoperatively. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Daniel B C Reid
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
| | - Benjamin Shapiro
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
| | - Kalpit N Shah
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
| | - Jack H Ruddell
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
| | - Eric M Cohen
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
| | - Edward Akelman
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
| | - Alan H Daniels
- D.B.C. Reid, B. Shapiro, K.N. Shah, J.H. Ruddell, E.M. Cohen, E. Akelman, A.H. Daniels, Warren Alpert Medical School and the Department of Orthopaedic Surgery, Warren Alpert Medical School, Brown University, Providence, RI
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The Impact of Preoperative Opioid Use Disorder on Complications and Costs following Primary Total Hip and Knee Arthroplasty. Adv Orthop 2019; 2019:9319480. [PMID: 31929911 PMCID: PMC6939449 DOI: 10.1155/2019/9319480] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Accepted: 11/29/2019] [Indexed: 02/06/2023] Open
Abstract
Introduction Multiple studies have demonstrated that patients taking opioids in the preoperative period are at elevated risk for complications following total hip (THA) and knee (TKA) arthroplasty. However, the incidence and impact of opioid use disorder (OUD) among these patients—both clinically and fiscally—remain unknown. The purpose of this study was to investigate this relationship. Methods The Nationwide Readmission Database (NRD) was used to identify patients undergoing THA and TKA from 2011 to 2015. Coarsened exact matching was used to statistically match the OUD and non-OUD cohorts. Further analysis was then conducted on matched cohorts with multivariate analysis. The incidence of OUD was also determined, and the costs associated with this comorbidity were calculated. Results The incidence of OUD in arthroplasty patients increased 80% over the study period. OUD patients had higher odds of prosthetic joint infection (OR 1.55, 95% CI 1.23–1.94), wound complication (OR 1.40, 95% CI 1.12–1.76), prosthetic complication (OR 1.37, 95% CI 1.10–1.70), and revision surgery (OR 1.47, 95% CI 1.19–1.81). OUD patients also had longer length of stays (TKA: +0.67 days; THA: +1.09 days), higher readmission (OR 1.60, 95% CI 1.43–1.79), and increased 90-day costs (TKA: +$3,602 [95% CI $3,138–4,065]; THA: +4,527 [95% CI $3,593–4,920). Conclusion Opioid use disorder is becoming a more common comorbidity among THA and TKA patients. This is concerning as it represents a significant risk factor for postoperative complication. It additionally confers increased perioperative costs. Patients with OUD should be counseled on their elevated risk, and future work will be needed to determine if this is a modifiable risk factor.
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Prentice HA, Inacio MCS, Singh A, Namba RS, Paxton EW. Preoperative Risk Factors for Opioid Utilization After Total Hip Arthroplasty. J Bone Joint Surg Am 2019; 101:1670-1678. [PMID: 31567804 DOI: 10.2106/jbjs.18.01005] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Opioid prescriptions following orthopaedic procedures may contribute to the opioid epidemic in the United States. Risk factors for greater and prolonged opioid utilization following total hip arthroplasty have yet to be fully elucidated. We sought to determine the prevalence of preoperative and postoperative opioid utilization in a cohort of patients who underwent total hip arthroplasty and to identify preoperative risk factors for prolonged utilization of opioids following total hip arthroplasty. METHODS A cohort study of patients who underwent primary elective total hip arthroplasty at Kaiser Permanente from January 2008 to December 2011 was conducted. The number of opioid prescriptions dispensed per 90-day period after total hip arthroplasty (up to 1 year) was the outcome of interest. The risk factors evaluated included preoperative analgesic medication use, patient demographic characteristics, comorbidities, and other history of chronic pain. Poisson regression models were used, and relative risks (RRs) and 95% confidence intervals (CIs) are presented. RESULTS Of the 12,560 patients who underwent total hip arthroplasty and were identified, 58.5% were female and 78.6% were white. The median age was 67 years (interquartile range, 59 to 75 years). Sixty-three percent of patients filled at least 1 opioid prescription in the 1 year prior to the total hip arthroplasty. Postoperative opioid use went from 88.6% in days 1 to 90 to 24% in the last quarter. An increasing number of preoperative opioid prescriptions was associated with a greater number of prescriptions over the entire postoperative period, with an RR of 1.10 (95% CI, 1.10 to 1.11) at days 271 to 360. Additional factors associated with greater utilization over the entire year included black race, chronic pulmonary disease, anxiety, substance abuse, and back pain. Factors associated with greater utilization in days 91 to 360 (beyond the early recovery phase) included female sex, higher body mass index, acquired immunodeficiency syndrome, peripheral vascular disease, and history of non-specific chronic pain. CONCLUSIONS We identified preoperative factors associated with greater and prolonged opioid utilization long after the early recovery period following total hip arthroplasty. Patients with these risk factors may benefit from targeted multidisciplinary interventions to mitigate the risk of prolonged opioid use. CLINICAL RELEVANCE Opioid prescriptions following orthopaedic procedures are one of the leading causes of chronic opioid use; strategies to reduce the risk of misuse and abuse are needed. At 1 year postoperatively, almost one-quarter of patients who underwent total hip arthroplasty used opioids in the last 90 days of the first postoperative year, which makes understanding risk factors associated with postoperative opioid utilization imperative.
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Affiliation(s)
- Heather A Prentice
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, California
| | - Maria C S Inacio
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, California.,Registry of Older South Australians, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia.,Division of Health Sciences, Sansom Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Anshuman Singh
- Department of Orthopaedics, Southern California Permanente Medical Group, San Diego, California
| | - Robert S Namba
- Department of Orthopaedics, Southern California Permanente Medical Group, Irvine, California
| | - Elizabeth W Paxton
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, California
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Lespasio MJ, Guarino AJ, Sodhi N, Mont MA. Pain Management Associated with Total Joint Arthroplasty: A Primer. Perm J 2019; 23:18-169. [PMID: 30939283 DOI: 10.7812/tpp/18-169] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
This primer presents a synopsis of pain management strategies associated with total joint arthroplasty. Patients considering total joint arthroplasty often experience moderate to severe pain, which places them at risk of opioid abuse or addiction. Currently, the best practice strategies involve the development of individualized multimodal perioperative approaches to pain management. These practices include prescribing opioids at their lowest dose and for the shortest duration necessary to control symptoms, with close monitoring of common adverse effects. Implementing these practices is essential to battling the ongoing opioid crisis in the US.
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Affiliation(s)
| | - A J Guarino
- The Fullbright Specialist Program, Washington, DC
| | - Nipun Sodhi
- Lenox Hill Hospital, Northwell Health, New York, NY
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