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Riester MR, Zhang Y, Hayes KN, Beaudoin FL, Zullo AR. Use of electronic health record data to examine administrations of pro re nata analgesics during hip fracture post-acute care. Pharmacoepidemiol Drug Saf 2024; 33:e5846. [PMID: 38825963 PMCID: PMC11149906 DOI: 10.1002/pds.5846] [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: 08/29/2023] [Revised: 05/03/2024] [Accepted: 05/15/2024] [Indexed: 06/04/2024]
Abstract
PURPOSE Medications prescribed to older adults in US skilled nursing facilities (SNF) and administrations of pro re nata (PRN) "as needed" medications are unobservable in Medicare insurance claims. There is an ongoing deficit in our understanding of medication use during post-acute care. Using SNF electronic health record (EHR) datasets, including medication orders and barcode medication administration records, we described patterns of PRN analgesic prescribing and administrations among SNF residents with hip fracture. METHODS Eligible participants resided in SNFs owned by 11 chains, had a diagnosis of hip fracture between January 1, 2018 to August 2, 2021, and received at least one administration of an analgesic medication in the 100 days after the hip fracture. We described the scheduling of analgesics, the proportion of available PRN doses administered, and the proportion of days with at least one PRN analgesic administration. RESULTS Among 24 038 residents, 57.3% had orders for PRN acetaminophen, 67.4% PRN opioids, 4.2% PRN non-steroidal anti-inflammatory drugs, and 18.6% PRN combination products. The median proportion of available PRN doses administered per drug was 3%-50% and the median proportion of days where one or more doses of an ordered PRN analgesic was administered was 25%-75%. Results differed by analgesic class and the number of administrations ordered per day. CONCLUSIONS EHRs can be leveraged to ascertain precise analgesic exposures during SNF stays. Future pharmacoepidemiology studies should consider linking SNF EHRs to insurance claims to construct a longitudinal history of medication use and healthcare utilization prior to and during episodes of SNF care.
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Affiliation(s)
- Melissa R Riester
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Yuan Zhang
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Kaleen N Hayes
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
- Graduate Department of Pharmaceutical Sciences, University of Toronto Leslie Dan Faculty of Pharmacy, Toronto, Ontario, Canada
| | - Francesca L Beaudoin
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Andrew R Zullo
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island, USA
- Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
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2
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Cupp MA, Beaudoin FL, Hayes KN, Riester MR, Berry SD, Joshi R, Zullo AR. Post-Acute Care Setting After Hip Fracture Hospitalization and Subsequent Opioid Use in Older Adults. J Am Med Dir Assoc 2023; 24:971-977.e4. [PMID: 37080246 PMCID: PMC10293035 DOI: 10.1016/j.jamda.2023.03.012] [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: 12/21/2022] [Revised: 03/09/2023] [Accepted: 03/11/2023] [Indexed: 04/22/2023]
Abstract
OBJECTIVE Pain management in post-acute care (PAC) requires careful balance, with both opioid use and inadequate pain treatment linked to poor outcomes. We describe opioid use among older adults following discharge from PAC for hip fracture in skilled nursing facilities (SNFs) and inpatient rehabilitation facilities (IRFs). DESIGN Retrospective cohort. SETTING AND PARTICIPANTS Medicare beneficiaries with Medicare Provider Analysis (MedPAR) claims, aged 66 years and older with a hip fracture hospitalization between 2012 and 2018 followed by PAC in SNFs or IRFs and then discharge to the community. METHODS Individuals were followed from PAC discharge for up to 1 year to assess opioid use. Covariate-standardized risk ratios (RR) and risk differences (RD) for opioid use within 7 days of PAC discharge were estimated via parametric g-formula with modified Poisson regression, and hazard ratios (HRs) for any post-PAC opioid use and long-term opioid use via Fine-Gray sub-distribution hazards regression. RESULTS Of 101,021 individuals, 80% (n = 80,495) were discharged from SNFs and 20% (n = 20,526) from IRFs. Opioids were dispensed to 50,433 patients (50%) overall and the 1-year cumulative incidence was notably higher in IRF (68%) than SNF (46%) patients. The adjusted risk of discharge from PAC with an opioid was 41% lower after SNFs versus IRFs [RR: 0.59; 95% confidence limits (CLs): 0.57-0.61; and RD: -0.16; 95% CLs: -0.17 to -0.15]. The adjusted rate of any opioid use in the year after PAC discharge was 44% lower (HR: 0.56; 95% CLs: 0.54-0.57) and of long-term opioid use was 17% lower (HR: 0.83; 95% CLs: 0.80-0.87) after SNFs versus IRFs. CONCLUSIONS AND IMPLICATIONS Opioid use is highly prevalent upon discharge from PAC after hip fracture, with lower use after SNF versus IRF care. Future research should assess the benefits and harms of post-PAC opioid prescribing and whether care practices during PAC can be improved to optimize long-term opioid use.
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Affiliation(s)
- Meghan A Cupp
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA; Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA.
| | - Francesca L Beaudoin
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA; Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Kaleen N Hayes
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Melissa R Riester
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Sarah D Berry
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA; Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA
| | - Richa Joshi
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Andrew R Zullo
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, USA; Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, USA; Center of Innovation in Long-Term Services and Supports, Providence Veterans Affairs Medical Center, Providence, RI, USA; Department of Pharmacy, Rhode Island Hospital, Providence, RI, USA
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3
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Okike K, Chang RN, Chan PH, Paxton EW, Prentice HA. Prolonged Opioid Usage Following Hip Fracture Surgery in Opioid-Naïve Older Patients. J Arthroplasty 2023:S0883-5403(23)00089-X. [PMID: 36773664 DOI: 10.1016/j.arth.2023.01.069] [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: 09/13/2022] [Revised: 01/26/2023] [Accepted: 01/31/2023] [Indexed: 02/13/2023] Open
Abstract
BACKGROUND While the risk of long-term dependence following the opioid treatment of musculoskeletal injury is often studied in younger populations, studies in older patients have centered on short-term risks such as oversedation and delirium. This study investigated prolonged opioid usage after hip fracture in older individuals, focusing on prevalence, risk factors, and changes over time. METHODS In this retrospective cohort study of 47,309 opioid-naïve patients aged ≥ 60 years who underwent hip fracture surgery (2009 to 2020), outpatient opioid use was evaluated in 3 postoperative time periods: P1 (day 0 to 30 postsurgery); P2 (day 31 to 90); and P3 (day 91 to 180). The primary outcome was prolonged outpatient opioid use, defined as having one or more opioid prescriptions dispensed in all 3 time periods. RESULTS The incidence of prolonged opioid usage among patients surviving to P3 was 6.3% (2,834 of 44,850). Initial prescription quantities decreased over time, as did the risk of prolonged opioid usage (from 8.0% in 2009 to 3.9% in 2019). In the multivariable analyses, risk factors for prolonged opioid usage included younger age, women, current/former smoking, fracture fixation (as compared to hemiarthroplasty), and anxiety. Prolonged opioid usage was less common among patients who were Asian or had a history of dementia. CONCLUSIONS While prior research on the hazards of opioids in the elderly has focused on short-term risks such as oversedation and delirium, these findings suggest that prolonged opioid usage may be a risk for this older population as well. As initial prescription amounts have decreased, declines in prolonged opioid medication usage have also been observed.
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Affiliation(s)
- Kanu Okike
- Hawaii Permanente Medical Group, Kaiser Permanente, Honolulu, Hawaii
| | - Richard N Chang
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Priscilla H Chan
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Elizabeth W Paxton
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Heather A Prentice
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
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4
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Hereford TE, Porter A, Stambough JB, Cherney SM, Mears SC. Prevalence of Chronic Opioid Use in the Elderly After Hip Fracture Surgery. J Arthroplasty 2022; 37:S530-S535. [PMID: 35219575 DOI: 10.1016/j.arth.2022.01.071] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 01/18/2022] [Accepted: 01/24/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND While interest has focused on opioid use after total hip arthroplasty, little research has investigated opioid use in elderly patients after hip fracture. We hypothesize that a substantial number of opioid-naïve elderly patients go on to chronic opioid use after hip fracture surgery. METHODS We reviewed a consecutive series of 219 patients 65 years and older who underwent surgical fixation between January 1, 2016 and February 28, 2019 for a native hip fracture. Patients were excluded for polytrauma, periprosthetic or pathologic fractures, recent major surgery, or death within 90 days of their hip surgery. The state prescription monitoring database was used to determine opioid use. RESULTS Overall, 58 patients (26%) were postoperative chronic opioid users. Of the initial 188 opioid-naïve patients, 43 (23%) became chronic users. Of the 31 preoperative opioid users, 15 (48%) continued as chronic users. Chronic postoperative users were more likely to be White (76% vs 91%, P = .04), younger (78 vs 82 years, P = .003), and preoperative opioid users (odds ratio 3.3, P = .007). Arthroplasty vs fixation did not affect the rate of chronic opioid use (P = .22). CONCLUSION Chronic opioid use is surprisingly common after hip fracture repair in the elderly. Twenty-three percent of opioid-naïve hip fracture patients became chronic users after surgery. Continued vigilance is needed by orthopedic surgeons to limit the amount and duration of postoperative narcotic prescriptions and to monitor for continued use.
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Affiliation(s)
- Timothy E Hereford
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Austin Porter
- Fay W. Boozman College of Public Health, Department of Health Policy and Management, University of Arkansas for Medical Sciences, Little Rock, AR; Arkansas Department of Health, Little Rock, AR
| | - Jeffrey B Stambough
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Steven M Cherney
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, AR
| | - Simon C Mears
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, AR
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5
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Babatunde OO, Bucknall M, Burton C, Forsyth JJ, Corp N, Gwilym S, Paskins Z, van der Windt DA. Long-term clinical and socio-economic outcomes following wrist fracture: a systematic review and meta-analysis. Osteoporos Int 2022; 33:753-782. [PMID: 34766193 DOI: 10.1007/s00198-021-06214-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 10/18/2021] [Indexed: 12/11/2022]
Abstract
UNLABELLED A comprehensive review of studies shows that patients with wrist fracture, aged over 50 years, experience pain and functional limitation long after fracture. This is associated with increased healthcare costs, and reduced quality of life. Understanding factors that predict poor outcomes is important for future healthcare policy and planning. PURPOSE To summarise and appraise evidence on the prognosis and long-term clinical and socio-economic outcomes following wrist fracture among adults aged 50 years and over. METHODS Five databases (MEDLINE, EMBASE, AMED, CINAHL-P and PsycINFO) were comprehensively searched (supplemented by a grey-literature search) from inception till June 2021 for prospective/retrospective cohort studies of patients (≥ 50 years) with a history of wrist fracture and reporting long-term (≥ 6 months) outcomes. Peer study selection, data extraction and risk of bias assessment were conducted. A random effects meta-analysis was used to summarise estimates of pain and function outcomes. RESULTS 78 studies (n = 688,041 patients) were included. Patients report persistent moderate to severe pain (range: 7.5%-62%) and functional limitations (range: 5.5-78%) up to 12-months or later after wrist fracture. Mean Patient-Rated Wrist Evaluation (PRWE) score for pain and function (9 studies, n = 1759 patients) was 15.23 (95%CI 12.77, 17.69) at 6-months to 13-years follow-up. Mean disabilities of the arm, shoulder and hand (DASH) score (9 studies, n = 1346 patients) was 13.82 (95%CI 12.71, 14.93)( at 6- to 17-months follow-up. A 10-20% increase in healthcare encounters in the first 12-months after fracture was observed. Twelve prognostic factors were associated with poor long-term outcomes. CONCLUSION Evidence shows that a high proportion of people aged over 50 years with wrist fracture experience pain and functional limitation > 6 months after fracture. This is associated with increased healthcare costs, and reduced quality of life. Exploratory evidence was found for several candidate prognostic factors. Their predictive performance needs to be investigated further. PROSPERO CRD42018116478.
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Affiliation(s)
- O O Babatunde
- Keele University School of Medicine Staffordshire, Keele, ST5 5BG, UK.
| | - M Bucknall
- Keele University School of Medicine Staffordshire, Keele, ST5 5BG, UK
| | - C Burton
- Keele University School of Medicine Staffordshire, Keele, ST5 5BG, UK
| | - J J Forsyth
- Centre for Health and Development, Staffordshire University, Stoke-on-Trent, ST4 2DF, UK
| | - N Corp
- Keele University School of Medicine Staffordshire, Keele, ST5 5BG, UK
| | - S Gwilym
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Oxford University, Oxford, UK
| | - Z Paskins
- Keele University School of Medicine Staffordshire, Keele, ST5 5BG, UK
- Haywood Academic Rheumatology Centre, Midlands Partnership NHS Foundation Trust, Stoke on Trent, ST6 7AG, UK
| | - D A van der Windt
- Keele University School of Medicine Staffordshire, Keele, ST5 5BG, UK
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6
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Melucci AD, Lynch OF, Wright MJ, Baran A, Temple LK, Poles GC, Moalem J. Evaluating Age as a Predictor of Postoperative Opioid Use and Prescribing Habits in Older Adults With Cancer. J Am Med Dir Assoc 2022; 23:678-683.e1. [PMID: 35247360 DOI: 10.1016/j.jamda.2022.01.081] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 01/23/2022] [Accepted: 01/29/2022] [Indexed: 01/13/2023]
Abstract
OBJECTIVE To assess the narcotic use of older patients after oncologic resection. DESIGN Retrospective review. SETTING AND PARTICIPANTS Adults with neoplasms undergoing resection at a tertiary academic medical center. METHODS Open and minimally invasive resections of the pancreas, bowel, rectum, lung, breast, and skin were included. Emergent procedures, chronic opioid users, and benign pathology were excluded. Narcotic use was measured using morphine equivalents (MEQs, milligrams of morphine) at multiple time points and compared between younger and older (aged ≥65 years) patients. Refill requests were within 30 days of index procedure. RESULTS A total of 445 patients were eligible, and 245 were ≥65 years old. Despite longer length of stay (3 vs 2 days, P = .01), older patients used less narcotic medication [39.8 (150) mg vs 84 (229) mg, P = .004], and reported lower pain scores [1.3 (3.3) vs 2.8 (4.5), P = .0001] over the course of their hospitalization. Additionally, older patients had lower normalized narcotic use [15.3 (150) mg vs 77.4 (240) mg, P = .0001] in the last 48 hours of their admission. Following discharge, older patients had a lower median discharge MEQ (DC MEQ) compared with younger patients, 75 (150) mg vs 112.5 (102.5) mg, P = .002. Further stratifying older patients into age cohorts (65-74 years, 75-84 years, ≥85 years) revealed progressively less narcotic use as measured by total inpatient MEQ and final 48 hours. Additionally, progressively older patients were discharged with progressively lower DC MEQ compared with younger patients, 90 (112.5) mg, 50 (131.3) mg, and 0 (60) mg vs 112.5 (102.5) mg, P < .0001, respectively. Finally, older patients requested refills less often than younger counterparts, 6.5% vs 14.5%, P = .006. CONCLUSIONS AND IMPLICATIONS Older patients with cancer reported lower pain scores, consumed less narcotics, were discharged with significantly less narcotics, and called for refills less often compared with younger patients after surgery. These data suggest this population may require less opioids for satisfactory pain control, and development of a guideline targeting postoperative multimodal analgesia in older adults is warranted.
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Affiliation(s)
- Alexa D Melucci
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA.
| | - Olivia F Lynch
- University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Michael J Wright
- University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Andrea Baran
- James P Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY, USA
| | - Larissa K Temple
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Gabriela C Poles
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Jacob Moalem
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
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Abstract
This paper is the forty-second consecutive installment of the annual anthological review of research concerning the endogenous opioid system, summarizing articles published during 2019 that studied the behavioral effects of molecular, pharmacological and genetic manipulation of opioid peptides and receptors as well as effects of opioid/opiate agonists and antagonists. The review is subdivided into the following specific topics: molecular-biochemical effects and neurochemical localization studies of endogenous opioids and their receptors (1), the roles of these opioid peptides and receptors in pain and analgesia in animals (2) and humans (3), opioid-sensitive and opioid-insensitive effects of nonopioid analgesics (4), opioid peptide and receptor involvement in tolerance and dependence (5), stress and social status (6), learning and memory (7), eating and drinking (8), drug abuse and alcohol (9), sexual activity and hormones, pregnancy, development and endocrinology (10), mental illness and mood (11), seizures and neurologic disorders (12), electrical-related activity and neurophysiology (13), general activity and locomotion (14), gastrointestinal, renal and hepatic functions (15), cardiovascular responses (16), respiration and thermoregulation (17), and immunological responses (18).
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Affiliation(s)
- Richard J Bodnar
- Department of Psychology and Neuropsychology Doctoral Sub-Program, Queens College, City University of New York, 65-30 Kissena Blvd., Flushing, NY, 11367, United States.
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8
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Abstract
PURPOSE OF REVIEW Opioids have been shown to be associated with an increased risk of fracture. The purpose of this paper is to review recent research into the effects of opioids on bone formation and bone healing in animal models and in human studies. RECENT FINDINGS Most opioids, such as morphine and fentanyl, negatively affected bone remodeling and bone healing in animal models. Conversely, remifentanil has been recently shown to promote in vitro osteoblast differentiation and to inhibit differentiation and maturation of osteoclasts, therefore reducing bone resorption. According to the possible negative role of opioids in bone healing, opioid antagonists have been shown to enhance bone mineralization, suggesting a possible therapeutic role in the future for osteoporosis. Other neuropeptides, such as the vasoactive intestinal peptide (VIP) and the neuropeptide Y (NPY), have been proved to promote osteogenesis. The increased risk of fractures among opioid users may be related to their central nervous system side effects or to the reduced bone density, partly due to their endocrine effects, and partly to their direct activity on bone cells. Clinical data strongly suggested a potential negative effect of opioids in bone healing. The risk of nonunion fracture is significantly increased in opioid users, and bone mass density was reduced in patients under long-term opioid treatment. The direct effects of opioids on bone remodeling appears evident from these reports. Not all opioids have the same potential for negatively impacting bone healing. Opioid antagonists may increase bone density and could represent a possible future treatment for low bone mass density pathologies. However, further trials are warranted to clarify the clinical relevance of these emerging findings from animal studies.
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Affiliation(s)
- Flaminia Coluzzi
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Polo Pontino, Corso della Repubblica 79, 04100, Latina, Italy.
- Unit of Anaesthesia, Intensive Care Medicine and Pain Therapy, AUSL Latina c/o ICOT, Latina, Italy.
| | - Maria Sole Scerpa
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Polo Pontino, Corso della Repubblica 79, 04100, Latina, Italy
- Unit of Anaesthesia, Intensive Care Medicine and Pain Therapy, AUSL Latina c/o ICOT, Latina, Italy
| | - Marco Centanni
- Department of Medical and Surgical Sciences and Biotechnologies, Sapienza University of Rome, Polo Pontino, Corso della Repubblica 79, 04100, Latina, Italy
- Endocrinology Unit, Santa Maria Goretti Hospital, AUSL Latina, Latina, Italy
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9
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Fandino LB, Bhashyam A, Harris MB, Zhang D. Factors associated with discharge opioid prescription after hip fracture fixation. Musculoskeletal Care 2020; 18:352-358. [PMID: 32202702 DOI: 10.1002/msc.1466] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 03/14/2020] [Accepted: 03/15/2020] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Opioid prescribing after hip fracture fixation is variable, but the factors that drive this prescribing variation are not well-described. The purpose of this study was to determine independent factors associated with increased opioid prescription upon discharge after hip fracture fixation. METHODS A retrospective cohort study of 296 adult patients who underwent hip fracture fixation between January 2016 and December 2017 at two Level I trauma centers were included in our study. The primary outcome measurement was opioid prescription at discharge in morphine milligram equivalents (MME). Bivariate analysis was used to screen for factors, and multivariable regression analysis was used to identify independent factors associated with opioid prescription upon discharge from the hospital. RESULTS Discharge opioid prescription amounts were available for 280 out of 296 patients (95%). The mean (±standard deviation) discharge opioid prescription was 212 (±319) MME. Multivariable regression analysis showed that younger age (p = 0.004), diabetes mellitus (p = 0.02), smoking (p < 0.001), treatment at hospital #2 (p < 0.001), and weekend discharge (p = 0.03) were associated with increased opioid prescription at discharge. CONCLUSIONS Increased opioid prescribing after hip fracture fixation is associated with patient- and system-related factors. Prescriber education programs, prescription guidelines, and safe handoff practices that focus on these factors may help to decrease prescription variability and opioid overprescription across institutions.
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Affiliation(s)
| | - Abhiram Bhashyam
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Orthopaedic Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mitchel B Harris
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Orthopaedic Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Dafang Zhang
- Harvard Medical School, Boston, Massachusetts, USA.,Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA
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10
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Quinn KL, Campitelli MA, Diong C, Daneman N, Stall NM, Morris AM, Detsky AS, Jeffs L, Maxwell CJ, Bell CM, Bronskill SE. Association between Physician Intensity of Antibiotic Prescribing and the Prescription of Benzodiazepines, Opioids and Proton-Pump Inhibitors to Nursing Home Residents: a Population-Based Observational Study. J Gen Intern Med 2019; 34:2763-2771. [PMID: 31576508 PMCID: PMC6854144 DOI: 10.1007/s11606-019-05333-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 07/11/2019] [Accepted: 08/21/2019] [Indexed: 10/25/2022]
Abstract
BACKGROUND Prescribing patterns for episodic medications, such as antibiotics, might make useful surrogate measures of a physician's overall prescribing practice because use is common, and variation exists across prescribers. However, the extent to which a physician's current antibiotic prescribing practices are associated with the rate of prescription of other potentially harmful medications remains unknown. OBJECTIVE To examine the association between a physician's rate of antibiotic prescribing and their prescribing rate of benzodiazepines, opioids and proton-pump inhibitors in older adults. DESIGN Population-based cohort study in nursing homes in Ontario, Canada, which provides comprehensive clinical, behavioural and functional information on all patients. PARTICIPANTS 1926 physicians who provided care among 128,979 physician-patient pairs in 2015. MAIN MEASURES Likelihood of prescribing a benzodiazepine, opioid or proton-pump inhibitor between low-, average- and high-intensity antibiotic prescribers, adjusted for patient characteristics. KEY RESULTS Compared with average-intensity antibiotic prescribers, high-intensity prescribers had an increased likelihood of prescribing a benzodiazepine (odds ratio 1.21 [95% CI, 1.11-1.32]), an opioid (odds ratio 1.28 [95% CI, 1.17-1.39]) or a proton-pump inhibitor (odds ratio 1.38 [95% CI, 1.27-1.51]]. High-intensity antibiotic prescribers were more likely to be high prescribers of all three medications (odds ratio 6.24 [95% CI, 2.90-13.39]) and also more likely to initiate all three medications, compared with average-intensity prescribers. CONCLUSIONS The intensity of a physician's episodic antibiotic prescribing was significantly associated with the likelihood of new and continued prescribing of opioids, benzodiazepines and proton-pump inhibitors in nursing homes. Patterns of episodic prescribing may be a useful mechanism to target physician-level interventions to optimize general prescribing behaviors, instead of prescribing behaviors for single medications.
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Affiliation(s)
- Kieran L Quinn
- Department of Medicine, University of Toronto, Toronto, ON, Canada. .,ICES, Toronto, ON, Canada. .,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada. .,Department of Medicine, Sinai Health System, Toronto, Ontario, M5G 1X5, Canada.
| | | | | | - Nick Daneman
- Department of Medicine, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.,Sunnybrook Research Institute, Toronto, ON, Canada.,Division of Infectious Diseases, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, ON, Canada
| | - Nathan M Stall
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada.,Division of Geriatric Medicine, University of Toronto, Toronto, ON, Canada
| | - Andrew M Morris
- Department of Medicine, University of Toronto, Toronto, ON, Canada.,Department of Medicine, Sinai Health System, Toronto, Ontario, M5G 1X5, Canada.,Department of Medicine, University Health Network, Toronto, ON, Canada
| | - Allan S Detsky
- Department of Medicine, University of Toronto, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.,Department of Medicine, Sinai Health System, Toronto, Ontario, M5G 1X5, Canada
| | - Lianne Jeffs
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.,St. Michael's Hospital, Toronto, ON, Canada
| | - Colleen J Maxwell
- ICES, Toronto, ON, Canada.,Schools of Pharmacy and Public Health & Health Systems, University of Waterloo, Waterloo, ON, Canada
| | - Chaim M Bell
- Department of Medicine, University of Toronto, Toronto, ON, Canada.,ICES, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.,Department of Medicine, Sinai Health System, Toronto, Ontario, M5G 1X5, Canada
| | - Susan E Bronskill
- ICES, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.,Sunnybrook Research Institute, Toronto, ON, Canada.,Women's College Research Institute, Women's College Hospital, Toronto, ON, Canada
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Young BT, Zolin SJ, Ferre A, Ho VP, Harvey AR, Beel KT, Tseng ES, Conrad-Schnetz K, Claridge JA. Effects of Ohio's opioid prescribing limit for the geriatric minimally injured trauma patient. Am J Surg 2019; 219:400-403. [PMID: 31910990 DOI: 10.1016/j.amjsurg.2019.10.041] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2019] [Revised: 10/20/2019] [Accepted: 10/23/2019] [Indexed: 12/01/2022]
Abstract
BACKGROUND Geriatric patients, age ≥65, frequently require no operation and only short observation after injury; yet many are prescribed opioids. We reviewed geriatric opioid prescriptions following a statewide outpatient prescribing limit. METHODS Discharge and 30-day pain prescriptions were collected for geriatric patients managed without operation and with stays less than two midnights from May and June of 2015 through 2018. Patients were compared pre- and post-limit and with a non-geriatric cohort aged 18-64. Fall risk was also assessed. RESULTS We included 218 geriatric patients, 57 post-limit. Patients received fewer discharge prescriptions and lower doses following the limit. However, this trend preceded the limit. Geriatric patients received fewer opioid prescriptions but higher doses than non-geriatric patients. Fall risk was not associated with reduced prescription frequency or doses. CONCLUSIONS Opioid prescribing has decreased for geriatric patients with minor injuries. However, surgeons have not reduced dosage based on age or fall risk.
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Affiliation(s)
- Brian T Young
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA.
| | - Samuel J Zolin
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA; Cleveland Clinic Foundation, Digestive Disease Institute, Department of General Surgery, Cleveland, OH, USA
| | - Alexandra Ferre
- Cleveland Clinic Foundation, Digestive Disease Institute, Department of General Surgery, Cleveland, OH, USA
| | - Vanessa P Ho
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA
| | - Alexis R Harvey
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA
| | - Kevin T Beel
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA
| | - Esther S Tseng
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA
| | - Kristen Conrad-Schnetz
- Cleveland Clinic Foundation, Digestive Disease Institute, Department of General Surgery, Cleveland, OH, USA
| | - Jeffrey A Claridge
- MetroHealth Medical Center, Department of Surgery, Division of Trauma, Critical Care, Burns, & Acute Care Surgery, Cleveland, OH, USA.
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Is There an Opioid Crisis in Nursing Homes? J Am Med Dir Assoc 2019; 20:273-274. [DOI: 10.1016/j.jamda.2018.12.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Accepted: 12/30/2018] [Indexed: 11/18/2022]
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