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Melis EJ, van den Bemt BJ, Schrander DE, Vriezekolk JE. The frequency and impact of drug-related problems with postoperative medication reported by orthopaedic patients after discharge. Eur J Hosp Pharm 2024:ejhpharm-2024-004328. [PMID: 39662971 DOI: 10.1136/ejhpharm-2024-004328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 11/26/2024] [Indexed: 12/13/2024] Open
Abstract
Following orthopaedic surgery, medication is vital for recovery and preventing complications, however drug-related problems (DRPs) can hinder medication use. The prevalence, types, and impact of DRPs on patients' activities of daily living (ADL) and the medication involved are unknown. Insight is needed for targeted interventions. AIM Our study had four aims to assess 1) the prevalence and types of DRPs with postoperative medication in orthopeadic patients 6 weeks after discharge; 2) the perceived impact of the reported DRPs on patients' ADL; 3) the postoperative medication most frequently causing DRPs; and 4) the association between DRP numbers and patient- and disease-related characteristics. METHODS A cross-sectional study at a tertiary centre surveyed adult orthopaedic surgery patients 6 weeks post-surgery. Patients reported on demographics, DRPs and their ADL impact, health literacy, and medication beliefs. Clinical factors and medication use were extracted from medical records. Descriptive statistics and linear hierarchical regression analysis were conducted. RESULTS Out of 484 patients (mean (standard deviation (SD)) age 61.1 (±12.7) years, 61.6% female), 87.4% reported at least one DRP, with 39.7% indicating it impacted ADL. The most frequent DRPs involved inadequate drug use, including intentionally used less (49.8%) and stopped earlier (44.6%). The most impactful DRPs involved negative experiences, including insufficient effect (69.3%) and side effect (57.6%). Opioids caused the most DRPs, averaging 1.8 per patient. Impactful DRPs were associated with female sex, knee and spine surgery, medication concerns, and younger age. CONCLUSION Most patients experienced at least one DRP within 6 weeks post-discharge, with nearly half reporting an impact on ADL. Inadequate drug use and negative experiences, particularly with opioids, are the most urgent DRPs to address.
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Affiliation(s)
- Eward J Melis
- Pharmacy, Sint Maartenskliniek, Nijmegen, the Netherlands
- Pharmacy, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Bart Jf van den Bemt
- Pharmacy, Sint Maartenskliniek, Nijmegen, the Netherlands
- Pharmacy, Radboud University Medical Center, Nijmegen, the Netherlands
- Research, Sint Maartenskliniek, Nijmegen, the Netherlands
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Mahmoudian A, Lohmander LS, Dahlberg LE, Kiadaliri A. Digital Self-management, Analgesic Use, and Patient-Reported Outcomes in Knee or Hip Osteoarthritis. Arch Phys Med Rehabil 2024; 105:1821-1828. [PMID: 38866226 DOI: 10.1016/j.apmr.2024.05.033] [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: 12/14/2023] [Revised: 05/30/2024] [Accepted: 05/31/2024] [Indexed: 06/14/2024]
Abstract
OBJECTIVE To investigate changes in analgesic use before and after participation in a digital first-line treatment program (exercise, patient education) in persons with knee or hip osteoarthritis (OA) and to explore associations between these changes in medication use and participant-reported pain and function. DESIGN Retrospective cohort study with pre-post measures. SETTING Community setting. PARTICIPANTS Individuals (N=4100; mean age ± SD, 64.5±9.3y; 73.3% women) participating in the digital program. INTERVENTIONS A digital supervised education and exercise therapy. MAIN OUTCOME MEASURES Self-reported analgesic use for knee/hip pain during the past month at baseline and 12-week follow-up, knee/hip numeric rating scale pain (0-10, a higher value indicating more pain), and Knee Injury and Osteoarthritis Outcome Score 12 or Hip Disability and Osteoarthritis Outcome Score 12 function subscale (0-100, higher values indicating better function). McNemar test, multivariable logistic regression, and linear random intercept model were used for statistical analyses. RESULTS Among participants, 61.4% and 49.4% were analgesic users at baseline and 12-week follow-up, respectively, (absolute reduction 12.0%; 95% confidence interval, 10.5-13.5). Being female, having hip OA, lower education, higher body mass index, living outside large metropolitan cities, coexisting rheumatoid arthritis, and walking difficulties were associated with higher odds of analgesic use at baseline. At both time points, persons not using analgesics at the time reported better outcomes. All groups but "new users" experienced improvements in their pain and function following participation in digital program with the greatest improvements observed among "quitters." CONCLUSIONS Engaging in a digital exercise and patient education program as a primary treatment for knee or hip OA was associated with a reduction in the use of analgesics. The greatest improvements were seen for those who stopped analgesic use. These results highlight the importance of providing effective first-line treatment to people with knee or hip OA.
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Affiliation(s)
- Armaghan Mahmoudian
- Department of Clinical Sciences Lund, Orthopaedics, Clinical Epidemiology Unit, Lund University, Lund, Sweden; Department of Movement Sciences and Health, University of West Florida, Pensacola, FL
| | - L Stefan Lohmander
- Department of Clinical Sciences Lund, Orthopaedics, Lund University, Lund, Sweden
| | - Leif E Dahlberg
- Department of Clinical Sciences Lund, Orthopaedics, Lund University, Lund, Sweden
| | - Ali Kiadaliri
- Department of Clinical Sciences Lund, Orthopaedics, Clinical Epidemiology Unit, Lund University, Lund, Sweden.
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Novelli A, Frank-Tewaag J, Franke S, Weigl M, Sundmacher L. Exploring heterogeneity in coxarthrosis medication use patterns before total hip replacement: a State Sequence Analysis. BMJ Open 2024; 14:e080348. [PMID: 39289022 PMCID: PMC11409302 DOI: 10.1136/bmjopen-2023-080348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 07/29/2024] [Indexed: 09/19/2024] Open
Abstract
OBJECTIVE Evidence of geographical variation in total hip replacement (THR) and deviations from treatment guidelines persists. In this exploratory study, we aim to gain an in-depth understanding of patients' healthcare trajectories by identifying and visualising medication use patterns in coxarthrosis patients before surgery. We examine their association with patient characteristics and THR, and compare them with recommendations on mild analgesics, opioid prescription and exhaustion of conservative therapy. METHODS In this exploratory study, we apply State Sequence Analysis (SSA) on German health insurance data (2012-2015). We analyse a cohort of coxarthrosis patients, half of whom underwent THR after a 1 year observation period and half of whom did not undergo surgery until at least 1 year after the observation period. Hierarchical states are defined based on prescriptions. We construct sequences, calculate sequence similarity using optimal matching and identify medication use patterns via clustering. Patterns are visualised, descriptive statistics are presented and logistic regression is employed to investigate the association of medication patterns with subsequent THR. RESULTS Seven distinct medication use patterns are identified, correlating strongly with patient characteristics and subsequent THR. Two patterns leading to THR demonstrate exhaustion of pharmacological therapy. Opioid use is concentrated in two small patterns with low odds for THR. The most frequent pattern lacks significant pharmacological therapy. CONCLUSIONS This SSA uncovers heterogeneity in medication use patterns before surgery in coxarthrosis patients. Cautious opioid handling and adherence to a stepped prescription approach are observed, but many patients display low medication therapy usage and lack evidence of exhausting conservative options before surgery.
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Affiliation(s)
- Anna Novelli
- Chair of Health Economics, Technical University of Munich, Munich, Germany
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany
| | - Julia Frank-Tewaag
- Chair of Health Economics, Technical University of Munich, Munich, Germany
- Institute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU Munich, Pettenkofer School of Public Health, Munich, Germany
| | - Sebastian Franke
- Chair of Health Economics, Technical University of Munich, Munich, Germany
| | - Martin Weigl
- Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich (MUM), LMU Munich, Munich, Germany
| | - Leonie Sundmacher
- Chair of Health Economics, Technical University of Munich, Munich, Germany
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Dell’Isola A, Kiadaliri A, Hellberg C, Turkiewicz A, Englund M. Identifying Non-Steroidal Anti-Inflammatory Drug (NSAID) Users Among People with Osteoarthritis Through Administrative and Clinician-Reported Data - A Validation Study of 116,162 Patients. Clin Epidemiol 2023; 15:743-752. [PMID: 37347073 PMCID: PMC10281277 DOI: 10.2147/clep.s401726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 04/19/2023] [Indexed: 06/23/2023] Open
Abstract
Purpose (i) To report the prevalence of participants to a first-line intervention for OA in Sweden using over-the-counter (OTC) and/or prescribed NSAIDs; (ii) To estimate the accuracy of dispensed prescriptions of NSAIDs recorded in a Swedish health-care register to capture the use of NSAID considering clinician-report as reference standard. Methods Register-based study. We used data from OA individuals who participated in the Swedish first-line intervention recorded in the Swedish Osteoarthritis Register (SOAR). SOAR includes clinician-reported use of NSAIDs in the three months preceding the intervention. We used the Prescribed Drug Register to retrieve data on NSAID prescriptions dispensed in the same period. We estimated the prevalence of OTC users (individuals with clinicians-reported use of NSAID but no prescription dispensed), prescription users (individuals with clinicians-reported use of NSAID and a prescription dispensed) and non-users (neither of the previous). We calculated sensitivity, specificity, positive predictive value, and negative predictive value of dispensed prescriptions of NSAIDs vs clinician-report. Results We included 116,162 individuals (mean age [Standard Deviation]: 66 [9.6] years, 79% women, 77% knee OA). Overall, 24.7% (95% Confidence Intervals [CI] 24.5%; 25.0%) used OTC NSAIDs only, 18.2% (18.0%; 18.5%) used prescribed NSAIDs, 6.6% (6-4%; 6.7%) reported not using NSAIDs while having an NSAID prescription dispensed. Of the 49,913 individuals with clinician-reported use of NSAIDs, 21,190 had a prescription dispensed (sensitivity: 42.5% [95% CI 42.0%, 42.9%]; positive predictive value: 73.5% [73.0%, 74.0%]). Of the 66,249 individuals reporting not using NSAIDs, 58,617 did not have a prescription dispensed (specificity: 88.5% [88.2%, 88.7%]; negative predictive value: 67.1% [66.8%, 67.4%]). Conclusion Overall, 24.7% of participants in a first-line intervention for OA used OTC NSAIDs only while 18.2% used prescribed NSAIDs. Dispensed prescriptions of NSAIDs have high specificity but low sensitivity and can correctly identify about 70% of both the non-users and users in this population.
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Affiliation(s)
- Andrea Dell’Isola
- Clinical Epidemiology Unit, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden
| | - Ali Kiadaliri
- Clinical Epidemiology Unit, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden
| | - Clara Hellberg
- Clinical Epidemiology Unit, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden
| | - Aleksandra Turkiewicz
- Clinical Epidemiology Unit, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden
| | - Martin Englund
- Clinical Epidemiology Unit, Department of Clinical Sciences Lund, Orthopedics, Lund University, Lund, Sweden
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Arendt Nielsen L, Schepman P, Hygge Blakeman K, Wilhelm S, Robinson R, Beck C, Liseth Hansen J, Rolfson O. Prescription patterns and predictors of unmet pain relief in patients with difficult-to-treat osteoarthritis in the Nordics: analyses from the BISCUITS study. Scand J Pain 2023; 23:149-160. [PMID: 35858626 DOI: 10.1515/sjpain-2021-0211] [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: 12/01/2021] [Accepted: 06/28/2022] [Indexed: 01/17/2023]
Abstract
OBJECTIVES Osteoarthritis (OA) is one of the leading causes of disability worldwide. Pain is the most important symptom in OA, driving medical care, disability, reduced functionality, and decreased quality of life. The objective of this study was to describe prescription patterns of difficult-to-treat OA and explore possible predictors of unmet pain relief in Nordic patients. METHODS This observational cohort study included patients with a confirmed diagnosis of OA (index date) in specialty care in Sweden, Norway, Finland and Denmark between 1 January 2011 and 31 December 2012 who were followed for up to 5 years. Four subgroups were pre-defined to characterize difficult-to-treat OA: (1) ≥2 chronic comorbidities in the 3-year pre-index period; (2) top 10% of healthcare resource users, 1-year post-index; (3) ≥3 types of prescription pain medications during pre-index period to first year post-index, with ≥30 days between types; (4) having a contraindication to a nonsteroidal anti-inflammatory drug (NSAID). Patient characteristics, prescription patterns and predictors of unmet pain relief (defined as persistent opioid use, using several types of opioids or long-term NSAID use) were analyzed. RESULTS We identified 288,174 OA patients and the average age was 63.5 years at time of diagnosis and 58% of them were female. After 5 years, 35-50% of the patients defined as 'difficult-to-treat' had ≥1 prescription of opioids, compared to 20-25% of all OA patients (p-value <0.05). Comorbidities and disability pension were strong predictors of unmet pain relief (p-value <0.001). CONCLUSIONS This study shows a substantial use of pain medications (NSAID and opioids) in difficult-to-treat OA patients. These findings suggest that pain may be inadequately managed in a considerable number of patients with OA, particularly those with contraindications to an NSAID. A high comorbid and socioeconomic burden are relevant risk factors among patients who continue to use opioids for a long period of time.
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Affiliation(s)
- Lars Arendt Nielsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Department of Health Science and Technology, School of Medicine, Aalborg University, Aalborg, Denmark
- Department of Medical Gastroenterology (Mech-Sense), Aalborg University Hospital, Aalborg, Denmark
| | | | | | - Stefan Wilhelm
- Eli Lilly International Medical Affairs, Bad Homburg, Germany
| | | | | | - Johan Liseth Hansen
- Quantify Research, Stockholm, Sweden
- Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Ola Rolfson
- Department of Orthopaedics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
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Costa D, Cruz EB, Lopes DG, da Silva CN, Henriques AR, Luis D, Branco J, Canhão H, Rodrigues AM. Prevalence of and factors associated with unmanageable pain levels in people with knee or hip osteoarthritis: a cross-sectional population-based study. BMC Musculoskelet Disord 2023; 24:60. [PMID: 36683031 PMCID: PMC9869512 DOI: 10.1186/s12891-022-06110-1] [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: 05/09/2022] [Accepted: 12/21/2022] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Pain due to knee and / or hip osteoarthritis (HKOA) is the most common symptom for seeking healthcare. Pain interferes on daily activities, social and occupational participation in people with HKOA. The goal of this study is to estimate the prevalence of unmanageable pain levels (UPL) among people with HKOA), characterize this population and identify factors associated with UPL, and compare therapeutic strategies used by people with UPL versus manageable pain levels (MPL). METHODS We analysed data from the EpiReumaPt study (n = 10,661), that included a representative sample of the Portuguese population. Among these, 1081 participants had a validated diagnosis of HKOA by a rheumatologist.. Sociodemographic, lifestyle and health-related data were collected in a structured interview. Pain intensity (NPRS) data were collected in a medical appointment. Painmedication (last month), physiotherapy and surgery were considered as therapies for pain management. UPL was defined as a mean pain intensity in the previous week of ≥5 points on 11-point numeric pain rating scale. The factors associated with UPL were analyzed with logistic regression (p < 0.05, 95%CI). The effect of unmanageable pain levels was assessed by the HOOS/KOOS activities of daily living and quality of life subscales. Symptoms of anxiety and depression were assessed by the Hospital Anxiety and Depression Scale (HADS). Analysis was completed with linear and logistic regression. All analysis were weighted. RESULTS The estimated prevalence of UPL among people with HKOA was 68.8%. UPL was associated with being female (odds ratio (OR) = 2.36, p < 0.001), being overweight (OR = 1.84, p = 0.035) or obese (OR = 2.26, p = 0.006), and having multimorbidity (OR = 2.08, p = 0.002). People with UPL reported worse performance in activities of daily living and lower quality of life (β = - 21.28, p < 0.001 and β = - 21.19, p < 0.001, respectively) than people with MPL. People with UPL consumed more NSAIDs (22.0%, p = 0.003), opioids (4.8%, p = 0.008), paracetamol (2.7%, p = 0.033), and overall analgesics (7.3%, p = 0.013) than people with MPL. A higher proportion of people with UPL underwent physiotherapy (17.5%, p = 0.002) than people with MPL. CONCLUSION Two-thirds of people with HKOA in Portugal have poor management of their pain levels. Clinical and lifestyle factors, that are highly presented in individuals with HKOA, are associated with unmanageable pain. Our results highlighting the need for further research and implementation of effective interventions to improve pain, function and quality of life in people with HKOA.
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Affiliation(s)
- Daniela Costa
- grid.10772.330000000121511713NOVA National School of Public Health, Public Health Research Centre, Universidade NOVA de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Eduardo B. Cruz
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.421114.30000 0001 2230 1638Physiotherapy Department, School of Health, Polytechnic Institute of Setúbal, Setúbal, Portugal
| | - David G. Lopes
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Catarina Nunes da Silva
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Ana Rita Henriques
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Diogo Luis
- grid.421114.30000 0001 2230 1638Physiotherapy Department, School of Health, Polytechnic Institute of Setúbal, Setúbal, Portugal
| | - Jaime Branco
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal ,grid.414462.10000 0001 1009 677XServiço de Reumatologia do Hospital Egas Moniz, Centro Hospital Lisboa Ocidental (CHLO), Lisbon, Portugal
| | - Helena Canhão
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal
| | - Ana M. Rodrigues
- grid.10772.330000000121511713Comprehensive Health Research Centre (CHRC), Universidade Nova de Lisboa, Lisbon, Portugal ,grid.10772.330000000121511713EpiDoC Unit, NOVA Medical School (NMS), Universidade NOVA de Lisboa, Lisbon, Portugal ,Rheumatology Unit, Hospital dos Lusíadas, Lisbon, Portugal
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Kopec JA, Sayre EC, Okhmatovskaia A, Cibere J, Li LC, Bansback N, Wong H, Ghanbarian S, Esdaile JM. A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study. PLoS One 2021; 16:e0261017. [PMID: 34879102 PMCID: PMC8654220 DOI: 10.1371/journal.pone.0261017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 11/22/2021] [Indexed: 12/12/2022] Open
Abstract
Objectives The purpose of this study was to compare three strategies for reducing population health burden of osteoarthritis (OA): improved pharmacological treatment of OA-related pain, improved access to joint replacement surgery, and prevention of OA by reducing obesity and overweight. Methods We applied a validated computer microsimulation model of OA in Canada. The model simulated a Canadian-representative open population aged 20 years and older. Variables in the model included demographics, body mass index, OA diagnosis, OA treatment, mortality, and health-related quality of life. Model parameters were derived from analyses of national surveys, population-based administrative data, a hospital-based cohort study, and the literature. We compared 8 what-if intervention scenarios in terms of disability-adjusted life years (DALYs) relative to base-case, over a wide range of time horizons. Results Reductions in DALYs depended on the type of intervention, magnitude of the intervention, and the time horizon. Medical interventions (a targeted increase in the use of painkillers) tended to produce effects quickly and were, therefore, most effective over a short time horizon (a decade). Surgical interventions (increased access to joint replacement) were most effective over a medium time horizon (two decades or longer). Preventive interventions required a substantial change in BMI to generate a significant impact, but produced more reduction in DALYs than treatment strategies over a very long time horizon (several decades). Conclusions In this population-based modeling study we assessed the potential impact of three different burden reduction strategies in OA. Data generated by our model may help inform the implementation of strategies to reduce the burden of OA in Canada and elsewhere.
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Affiliation(s)
- Jacek A. Kopec
- University of British Columbia, Vancouver, British Columbia, Canada
- * E-mail:
| | - Eric C. Sayre
- Arthritis Research Canada, Richmond, British Columbia, Canada
| | | | - Jolanda Cibere
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Linda C. Li
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Nick Bansback
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Hubert Wong
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Shahzad Ghanbarian
- Centre of Clinical Epidemiology and Evaluation, Vancouver, British Columbia, Canada
| | - John M. Esdaile
- University of British Columbia, Vancouver, British Columbia, Canada
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Ravi B, Pincus D, Croxford R, Leroux T, Paterson JM, Hawker G, Redelmeier DA. Patterns of pre-operative opioid use affect the risk for complications after total joint replacement. Sci Rep 2021; 11:22124. [PMID: 34764305 PMCID: PMC8586234 DOI: 10.1038/s41598-021-01179-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 10/14/2021] [Indexed: 12/14/2022] Open
Abstract
Preoperative opioid use has been shown to increase the risk for complications following total joint arthroplasty (TJA); however, these studies have not always accounted for differences in co-morbidities and socio-demographics between patients that use opioids and those that do not. They have also not accounted for the variation in degree of pre-operative use. The objective of this study was to determine if preoperative opioid use is associated with risk for surgical complications after TJA, and if this association varied by degree of use. Population-based retrospective cohort study. Older adult patients undergoing primary TJA of the hip, knee and shoulder for osteoarthritis between 2002 and 2015 in Ontario, Canada were identified. Using accepted definitions, patients were stratified into three groups according to their preoperative opioid use: no use, intermittent use and chronic use. The primary outcome was the occurrence of a composite surgical complication (surgical site infection, dislocation, revision arthroplasty) or death within a year of surgery. Intermittent and chronic users were matched separately to non-users in a 1:1 ratio, matching on TJA type plus a propensity score incorporating patient and provider factors. Overall, 108,067 patients were included in the study; 10% (N = 10,441) used opioids on a chronic basis before surgery and 35% (N = 37,668) used them intermittently. After matching, chronic pre-operative opioid use was associated with an increased risk for complications after TJA (HR 1.44, p = 0.001) relative to non-users. Overall, less than half of patients undergoing TJA used opioids in the year preceding surgery; the majority used them only intermittently. While chronic pre-operative opioid use is associated with an increased risk for complications after TJA, intermitted pre-operative use is not.
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Affiliation(s)
- Bheeshma Ravi
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, Toronto, Canada. .,Division of Orthopaedic Surgery, Sunnybrook Health Sciences Centre, 43 Wellesley St E, Room 315, Toronto, ON, M4Y 1H1, Canada.
| | - Daniel Pincus
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, Toronto, Canada.,Division of Orthopaedic Surgery, Sunnybrook Health Sciences Centre, 43 Wellesley St E, Room 315, Toronto, ON, M4Y 1H1, Canada
| | | | - Timothy Leroux
- Division of Orthopaedic Surgery, Department of Surgery, University of Toronto, Toronto, Canada.,Division of Orthopaedic Surgery, Toronto Western Hospital, Toronto, Canada
| | | | - Gillian Hawker
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Donald A Redelmeier
- ICES, Toronto, Canada.,Department of Medicine, University of Toronto, Toronto, Canada
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Summanen M, Ukkola-Vuoti L, Kurki S, Tuominen S, Madanat R. The burden of hip and knee osteoarthritis in Finnish occupational healthcare. BMC Musculoskelet Disord 2021; 22:501. [PMID: 34051771 PMCID: PMC8164770 DOI: 10.1186/s12891-021-04372-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 05/13/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Osteoarthritis (OA) is a leading cause of disability and pain especially among older adults, but it is also known to affect working age individuals, often leading to reduced productivity and increased healthcare usage. The aim of this study was to determine the burden of hip and knee OA in Finnish occupational healthcare. METHODS This was a retrospective registry study utilizing the electronic medical records of the largest private and occupational healthcare provider in Finland. All consented patients with hip or knee OA were identified. A subcohort of occupational healthcare (OCH) patients was then compared to an age- and gender-matched control group without OA. Patient demographics including comorbidities were determined and healthcare contacts, medication prescriptions, and sick leaves were compared between the two groups. The study period was from January 1st, 2012 to April 30th, 2020. RESULTS 51,068 patients with hip or knee OA were identified (all OA cohort) and 35,109 of these formed the occupational healthcare subcohort. Most of the OA patients were female and belonged to the age group 50-59 years. The point prevalence of hip/knee OA at the end of the study period was 5.6% for the occupational healthcare subcohort. OA patients had 2.2 times more healthcare contacts and 2.8 times more overall sick leave days compared to the age- and gender-matched control cohort. Etoricoxib was the most commonly prescribed medication at OA-related visits (21.8% of patients). Opioids were prescribed to 10.6% of patients at OA-related visits and the most prescribed opioid was a combination of codeine and paracetamol (4.8% of patients). 5054 OA patients (14.4%) had a contraindication for non-steroidal anti-inflammatory drugs (NSAIDs). CONCLUSIONS This retrospective registry study utilizing real-world data provides new evidence on the disease burden of hip or knee osteoarthritis from the electronic medical records of Finnish occupational healthcare customers. OA patients had more comorbidities, more healthcare contacts, more sick leave days, and more analgesic prescriptions compared to an age- and gender-matched control cohort without OA.
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Affiliation(s)
| | | | - Samu Kurki
- Terveystalo Biobank Finland, Humalistonkatu 7B, 20100, Turku, Finland
| | | | - Rami Madanat
- Terveystalo Kamppi, Jaakonkatu 3, 00100, Helsinki, Finland
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Moore H, Corning W, van der Esch M, Roorda L, Dekker J, Groot J, Wijbenga M, Lems W, van der Leeden M. Evaluation of treatment outcome using the Patient Specific Functional Scale in knee osteoarthritis patients undergoing multidisciplinary rehabilitation. OSTEOARTHRITIS AND CARTILAGE OPEN 2020; 2:100098. [DOI: 10.1016/j.ocarto.2020.100098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/25/2020] [Indexed: 10/23/2022] Open
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11
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De Sola H, Dueñas M, Salazar A, Ortega-Jiménez P, Failde I. Prevalence of Therapeutic use of Opioids in Chronic non-Cancer Pain Patients and Associated Factors: A Systematic Review and Meta-Analysis. Front Pharmacol 2020; 11:564412. [PMID: 33364942 PMCID: PMC7750787 DOI: 10.3389/fphar.2020.564412] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 09/16/2020] [Indexed: 02/01/2023] Open
Abstract
Objectives: To determine the prevalence and factors associated with the use of opioids among patients with chronic non-cancer pain (CNCP). Methods: A systematic review and meta-analysis. Comprehensive literature searches in Medline-PubMed, Embase and SCOPUS databases. Original studies published between 2009 and 2019 with a cross-sectional design were included. The quality of the studies was assessed with Critical Appraisal Checklist for Studies Reporting Prevalence Data from the Joanna Briggs Institute. Protocol registered in the International Prospective Register of Systematic Reviews with reference number: CRD42019137990. Results: Out of the 1,310 potential studies found, 25 studies fulfilled the inclusion criteria. Most of the studies were of high quality. High levels of heterogeneity were found in the studies included. In the general population, the prevalence of long-term opioid use was 2.3% (95% CI: 1.5–3.6%), the prevalence of short-term opioid use was 8.1% (95% CI: 5.6–11.6%), and among people with chronic low back pain it was 5.8% (95% CI: 0.5–45.5%). The prevalence of opioid use among patients from the health records or medical surveys was 41% (95% CI: 23.3–61.3%). Finally, in patients with musculoskeletal pain, the prevalence was 20.5% (95% CI: 12.9–30.9%) and in patients with fibromyalgia, 24.5% (95% CI: 22.9–26.2%). A higher prevalence of opioid use was observed among men, younger people, patients receiving prescriptions of different types of drugs, smokers and patients without insurance or with noncommercial insurance. In addition, non-white and Asian patients were less likely to receive opioids than non-Hispanic white patients. Conclusions: The prevalence of opioid use among patients with CNCP was higher in subjects with short or occasional use compared to those with long-term use. Men, younger people, more chronic pain conditions, and patients without insurance or with noncommercial insurance were most related to opioid use. However, non-white and Asian patients, and those treated by a physician trained in complementary medicine were less likely to use opioids.
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Affiliation(s)
- Helena De Sola
- The Observatory of Pain, University of Cádiz, Cádiz, Spain.,Preventive Medicine and Public Health Area, University of Cádiz, Cádiz, Spain.,Biomedical Research and Innovation Institute of Cádiz (INiBICA), Research Unit, Puerta del Mar University Hospital, University of Cádiz, Cádiz, Spain
| | - María Dueñas
- The Observatory of Pain, University of Cádiz, Cádiz, Spain.,Biomedical Research and Innovation Institute of Cádiz (INiBICA), Research Unit, Puerta del Mar University Hospital, University of Cádiz, Cádiz, Spain.,Department of Statistics and Operational Research, University of Cádiz, Cádiz, Spain
| | - Alejandro Salazar
- The Observatory of Pain, University of Cádiz, Cádiz, Spain.,Biomedical Research and Innovation Institute of Cádiz (INiBICA), Research Unit, Puerta del Mar University Hospital, University of Cádiz, Cádiz, Spain.,Department of Statistics and Operational Research, University of Cádiz, Cádiz, Spain
| | - Patricia Ortega-Jiménez
- The Observatory of Pain, University of Cádiz, Cádiz, Spain.,Department of Statistics and Operational Research, University of Cádiz, Cádiz, Spain
| | - Inmaculada Failde
- The Observatory of Pain, University of Cádiz, Cádiz, Spain.,Preventive Medicine and Public Health Area, University of Cádiz, Cádiz, Spain.,Biomedical Research and Innovation Institute of Cádiz (INiBICA), Research Unit, Puerta del Mar University Hospital, University of Cádiz, Cádiz, Spain
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Thorlund JB, Roos EM, Goro P, Ljungcrantz EG, Grønne DT, Skou ST. Patients use fewer analgesics following supervised exercise therapy and patient education: an observational study of 16 499 patients with knee or hip osteoarthritis. Br J Sports Med 2020; 55:670-675. [PMID: 32958468 DOI: 10.1136/bjsports-2019-101265] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2020] [Indexed: 11/04/2022]
Abstract
OBJECTIVES To investigate changes in analgesic use before and after supervised exercise therapy and patient education in patients with knee or hip osteoarthritis (OA). METHODS We recruited 16 499 of 25 933 eligible patients (64%; mean age 64.9; SD 9.6; 73% women) from the Good Life with osteoArthritis in Denmark (GLA:D) registry. Change in proportions of analgesic users (categorised according to analgesic risk profile; opioids > non-steroidal anti-inflammatory drugs > paracetamol) was assessed from before to after an 8-week supervised exercise therapy and patient education programme targeting knee or hip OA pain and functional limitations. RESULTS Patients reported 13.2 mm (95% CI 12.8 to 13.6) less pain (visual analogue scale 0-100 mm) at follow-up compared with baseline. The proportion of analgesic users reduced from 62.2% (95% CI 61.5 to 63.0) at baseline to 44.1% (95% CI 43.3 to 44.9) at follow-up (absolute change: 18.1% (95% CI 17.3 to 19.0)). Among patients using analgesics at baseline, 52% changed to a lower risk analgesic or discontinued analgesic use. The proportion of opioid users after the exercise therapy was 2.5% (95% CI 2.1 to 2.9) lower than baseline; this represents a relative reduction of 36%. CONCLUSION Among patients with knee or hip OA using analgesics, more than half either discontinued analgesic use or shifted to lower risk analgesics following an 8-week structured exercise therapy and patient education programme (GLA:D). These data encourage randomised controlled trial evaluation of whether supervised exercise therapy, combined with patient education, can reduce analgesic use, including opioids, among patients with knee and hip OA pain.
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Affiliation(s)
- Jonas Bloch Thorlund
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense M, Denmark .,Research Unit for General Practice, Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Ewa M Roos
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense M, Denmark
| | - Patricia Goro
- School of Medicine, Örebro University, Örebro, Sweden
| | | | - Dorte Thalund Grønne
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense M, Denmark
| | - Søren T Skou
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense M, Denmark.,Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
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13
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Thorlund JB, Turkiewicz A, Prieto-Alhambra D, Englund M. Inappropriate opioid dispensing in patients with knee and hip osteoarthritis: a population-based cohort study. Osteoarthritis Cartilage 2020; 28:146-153. [PMID: 31669311 DOI: 10.1016/j.joca.2019.10.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Revised: 09/16/2019] [Accepted: 10/01/2019] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To estimate inappropriate opioid dispensing in patients with knee or hip osteoarthritis (OA) defined as (1) dispensing of opioids within the first year of diagnosis or (2) long-term opioid use. DESIGN Data from Skåne Healthcare Register was linked with the Swedish Prescribed Drug Register. Incidence proportion of dispensed opioids within first year of incident knee or hip OA diagnosis was determined in knee (n = 399,670) and hip (413,216) OA cohorts without a history of OA. The 1-year period prevalence of long-term opioid dispensing was determined in a prevalence cohort (n = 48,574 with knee and/or hip OA and n = 457,587 without OA). The proportion of OA patients with excess opioid dispensing attributable to OA was estimated using inverse probability weighted regression adjustment. RESULTS In the incident cohorts, 5866 and 2359 developed knee and hip OA, respectively. Within the first year after OA diagnosis 14.7% patients with knee OA and 20.7% with hip OA had an opioid dispensed. The estimated inappropriate dispensing attributable to OA was 7.4% (95% CI 6.5-8.4) for knee OA and 12.8% (95% CI 11.1-14.4) for hip OA. Among persons with prevalent knee, hip or knee and hip OA inappropriate, long-term opioid use attributable to OA was 1.3%, 2.0% and 2.4% of, respectively. CONCLUSIONS More than half the incident opioid dispensations to patients within their first year after knee or hip OA diagnosis are inappropriate according to current treatment guidelines. Furthermore, 2% of patients with prevalent knee or hip OA have inappropriate long-term dispensing of opioids.
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Affiliation(s)
- J B Thorlund
- Lund University, Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Clinical Epidemiology Unit, Lund, Sweden; Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark.
| | - A Turkiewicz
- Lund University, Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Clinical Epidemiology Unit, Lund, Sweden
| | - D Prieto-Alhambra
- GREMPAL (Grup de Recerca en Epidemiologia de les Malalties Prevalents de l'Aparell Locomotor), Idiap Jordi Gol Primary Care Research Institute and CIBERFes, Universitat Autònoma de Barcelona and Instituto de Salud Carlos III, Barcelona, Spain; Pharmaco- and Device Epidemiology, Centre for Statistics in Medicine - Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, UK
| | - M Englund
- Lund University, Faculty of Medicine, Department of Clinical Sciences Lund, Orthopedics, Clinical Epidemiology Unit, Lund, Sweden; Clinical Epidemiology Research and Training Unit, Boston University School of Medicine, Boston, MA, USA
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Callhoff J, Albrecht K, Redeker I, Lange T, Goronzy J, Günther K, Zink A, Schmitt J, Saam J, Postler A. Disease Burden of Patients With Osteoarthritis: Results of a Cross‐Sectional Survey Linked to Claims Data. Arthritis Care Res (Hoboken) 2020; 72:193-200. [DOI: 10.1002/acr.24058] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 08/27/2019] [Indexed: 11/11/2022]
Affiliation(s)
| | | | - Imke Redeker
- German Rheumatism Research Centre and Charité–Universitätsmedizin Berlin Berlin Germany
| | - Toni Lange
- Technische Universität Dresden Dresden Germany
| | | | | | - Angela Zink
- German Rheumatism Research Centre and Charité–Universitätsmedizin Berlin Berlin Germany
| | | | - Joachim Saam
- BARMER Statutory Health Insurance Fund Wuppertal Germany
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