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1.
J Med Econ ; 26(1): 1047-1056, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37551123

RESUMEN

BACKGROUND: Osteoarthritis (OA) is a leading cause of chronic pain and disability. Prior studies have documented racial disparities in the clinical management of OA. The objective of this study was to assess the racial variations in the economic burden of osteoarthritis within the Medicaid population. METHODS: We conducted a retrospective observational study using the MarketScan Multi-State Medicaid database (2012-2019). Newly diagnosed, adult, knee and/or hip OA patients were identified and followed for 24 months. Demographic and clinical characteristics were collected at baseline; outcomes, including OA treatments and healthcare resource use (HCRU) and expenditures, were assessed during the 24-month follow-up. We compared baseline patient characteristics, use of OA treatments, and HCRU and costs in OA patients by race (White vs. Black; White vs. Other) and evaluated racial differences in healthcare costs while controlling for underlying differences. The multivariable models controlled for age, sex, population density, health plan type, presence of non-knee/hip OA, cardiovascular disease, low back pain, musculoskeletal pain, presence of moderate to severe OA, and any pre-diagnosis costs. RESULTS: The cohort was 56.7% White, 39.9% Black and 3.4% of Other race (American Indian/Alaska Native, Hispanic, Asian, Native Hawaiian/Other Pacific Islander, two or more races and other). Most patients (93.8%) had pharmacologic treatment for OA. Inpatient admission during the 24-month follow-up period was lowest among Black patients (25.8%, p < .001 White vs. Black). In multivariable-adjusted models, mean all-cause expenditures were significantly higher in Black patients ($25,974) compared to White patients ($22,913, p < .001). There were no significant differences between White patients and patients of Other race ($22,352). CONCLUSIONS: The higher expenditures among Black patients were despite a lower rate of inpatient admission in Black patients and comparable length and number of hospitalizations in Black and White patients, suggesting that other unmeasured factors may be driving the increased costs among Black OA patients.


Higher healthcare costs were observed in Black Medicaid patients with knee/hip osteoarthritis despite lower rates of inpatient admission. We observed these differences in this Medicaid population, where socioeconomic status is more homogeneous.Black patients had significantly higher healthcare costs compared to White patients and the difference persisted even after accounting for underlying differences in Black and White patients.Higher healthcare costs among Black patients were found in both the baseline and follow-up periods overall for all types of healthcare (hospitalizations, ER, office visit, other services).Higher hospitalization costs in Black patients were observed despite lower rates of hospitalizations in Black patients. These increased costs cannot be attributed to either longer or more frequent hospitalizations; no significant difference in either the length of stay or the number of hospitalizations was observed when comparing Black patients to White patients.


Asunto(s)
Osteoartritis de la Cadera , Osteoartritis de la Rodilla , Adulto , Estados Unidos , Humanos , Medicaid , Gastos en Salud , Osteoartritis de la Cadera/terapia , Estudios Retrospectivos , Aceptación de la Atención de Salud , Osteoartritis de la Rodilla/terapia , Disparidades en Atención de Salud
2.
Curr Med Res Opin ; 39(8): 1147-1156, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37435803

RESUMEN

OBJECTIVE: To describe utilization patterns, negative clinical outcomes and economic burden of patients diagnosed with osteoarthritis (OA) of the hip and/or knee who received a prescription for tramadol or non-tramadol opioids vs. non-opioid drugs. METHODS: Optum Healthcare Solutions, Inc. commercial claims data were used (1/2012--3/2017). Adults with ≥2 diagnoses of OA of the hip and/or knee, and ≥30 days supply of pain medications were identified during the three-year period from the date of first prescription (index date) after the first OA diagnosis. Drug utilization statistics in the follow-up period were summarized by initial treatment (i.e. tramadol, non-tramadol opioids, non-opioid drugs). Opioid initiators were matched to those initiated on non-opioid treatments using a propensity score model accounting for baseline characteristics. Matched pairs analysis compared outcomes for these cohorts. RESULTS: Of 62,715 total patients, 15,270 (24.3%) initiated treatment with opioids, including 3,513 (5.6%) on tramadol and 11,757 (18.7%) on non-tramadol opioids. Opioid initiators had more comorbidities, higher baseline healthcare costs, and were more likely to have OA of the hip. Among non-opioid initiators, 27.5% switched to tramadol and 63% switched to non-tramadol opioids. Among tramadol initiators, 71% switched to non-tramadol opioids. Patients initiated on opioids had 20.4% (p < .01) higher all-cause healthcare costs and higher percentages experiencing multiple negative clinical outcomes (all p < .01) compared to matched controls. CONCLUSIONS: Most patients with OA of the hip and/or knee either initiate on or switch to opioids for long-term management of OA-related pain despite known risks. This highlights the need for new treatments that delay or prevent use of opioids.


Asunto(s)
Osteoartritis de la Rodilla , Osteoartritis , Tramadol , Adulto , Humanos , Analgésicos Opioides/efectos adversos , Osteoartritis/complicaciones , Osteoartritis/tratamiento farmacológico , Dolor/tratamiento farmacológico , Tramadol/uso terapéutico , Prescripciones , Seguro de Salud , Osteoartritis de la Rodilla/tratamiento farmacológico
3.
BMC Med Res Methodol ; 23(1): 156, 2023 06 30.
Artículo en Inglés | MEDLINE | ID: mdl-37391751

RESUMEN

BACKGROUND: No algorithms exist to identify important osteoarthritis (OA) patient subgroups (i.e., moderate-to-severe disease, inadequate response to pain treatments) in electronic healthcare data, possibly due to the complexity in defining these characteristics as well as the lack of relevant measures in these data sources. We developed and validated algorithms intended for use with claims and/or electronic medical records (EMR) to identify these patient subgroups. METHODS: We obtained claims, EMR, and chart data from two integrated delivery networks. Chart data were used to identify the presence or absence of the three relevant OA-related characteristics (OA of the hip and/or knee, moderate-to-severe disease, inadequate/intolerable response to at least two pain-related medications); the resulting classification served as the benchmark for algorithm validation. We developed two sets of case-identification algorithms: one based on a literature review and clinical input (predefined algorithms), and another using machine learning (ML) methods (logistic regression, classification and regression tree, random forest). Patient classifications based on these algorithms were compared and validated against the chart data. RESULTS: We sampled and analyzed 571 adult patients, of whom 519 had OA of hip and/or knee, 489 had moderate-to-severe OA, and 431 had inadequate response to at least two pain medications. Individual predefined algorithms had high positive predictive values (all PPVs ≥ 0.83) for identifying each of these OA characteristics, but low negative predictive values (all NPVs between 0.16-0.54) and sometimes low sensitivity; their sensitivity and specificity for identifying patients with all three characteristics was 0.95 and 0.26, respectively (NPV 0.65, PPV 0.78, accuracy 0.77). ML-derived algorithms performed better in identifying this patient subgroup (range: sensitivity 0.77-0.86, specificity 0.66-0.75, PPV 0.88-0.92, NPV 0.47-0.62, accuracy 0.75-0.83). CONCLUSIONS: Predefined algorithms adequately identified OA characteristics of interest, but more sophisticated ML-based methods better differentiated between levels of disease severity and identified patients with inadequate response to analgesics. The ML methods performed well, yielding high PPV, NPV, sensitivity, specificity, and accuracy using either claims or EMR data. Use of these algorithms may expand the ability of real-world data to address questions of interest in this underserved patient population.


Asunto(s)
Registros Electrónicos de Salud , Osteoartritis de la Cadera , Adulto , Humanos , Osteoartritis de la Cadera/diagnóstico , Osteoartritis de la Cadera/tratamiento farmacológico , Dolor/diagnóstico , Dolor/tratamiento farmacológico , Algoritmos , Bosques Aleatorios
4.
Scand J Pain ; 23(4): 694-704, 2023 10 26.
Artículo en Inglés | MEDLINE | ID: mdl-37381657

RESUMEN

Data from 'BISCUITS', a large Nordic cohort study linking several registries, were used to estimate differences in average direct and indirect costs between patients with osteoarthritis and controls (matched 1:1 based on birth year and sex) from the general population in Sweden, Norway, Finland and Denmark for 2017. Patients ≥18 years with ≥1 diagnosis of osteoarthritis (ICD-10: M15-M19) recorded in specialty or primary care (the latter available for a subset of patients in Sweden and for all patients in Finland) during 2011-2017 were included. Patients with a cancer diagnosis (ICD-10: C00-C43/C45-C97) were excluded. Productivity loss (sick leave and disability pension) and associated indirect costs were estimated among working-age adults (18-66 years). In 2017, average annual incremental direct costs among adults with osteoarthritis (n=1,157,236) in specialty care relative to controls ranged between €1,259 and €1,693 (p<0.001) per patient across all countries. Total average annual incremental costs were €3,224-€4,969 (p<0.001) per patient. Healthcare cost differences were mainly explained by osteoarthritis patients having more surgeries. However, among patients with both primary and secondary care data, primary care costs exceeded the costs of surgery. Primary care constituted 41 and 29 % of the difference in direct costs in Sweden and Finland, respectively. From a societal perspective, the total economic burden of osteoarthritis is substantial, and the incremental cost was estimated to €1.1-€1.3 billion yearly for patients in specialty care across the Nordic countries. When including patients in primary care, incremental costs rose to €3 billion in Sweden and €1.8 billion in Finland. Given the large economic impact, finding cost-effective and safe therapeutic strategies for these patients will be important.


Asunto(s)
Costo de Enfermedad , Estrés Financiero , Adulto , Humanos , Adolescente , Adulto Joven , Persona de Mediana Edad , Anciano , Estudios de Cohortes , Costos de la Atención en Salud , Suecia
5.
BMJ Open ; 13(5): e067211, 2023 05 24.
Artículo en Inglés | MEDLINE | ID: mdl-37225264

RESUMEN

OBJECTIVES: As understanding of the pathogenesis and treatment strategies for osteoarthritis (OA) evolves, it is important to understand how patient factors are also changing. Our goal was to examine demographics and known risk factors of patients with OA over time. DESIGN: Open-cohort retrospective study using electronic health records. SETTING: Large US integrated health system with 7 hospitals, 2.6 million outpatient clinic visits and 97 300 hospital admissions annually in a mostly rural geographic region. PARTICIPANTS: Adult patients with at least two encounters and a diagnosis of OA or OA-relevant surgery between 2001 and 2018. Because of geographic region, over 96% of participants were white/Caucasian. INTERVENTIONS: None. PRIMARY AND SECONDARY OUTCOME MEASURES: Descriptive statistics were used to examine age, sex, body mass index (BMI), Charlson Comorbidity Index, major comorbidities and OA-relevant prescribing over time. RESULTS: We identified 290 897 patients with OA. Prevalence of OA increased significantly from 6.7% to 33.5% and incidence increased 37% (from 3772 to 5142 new cases per 100 000 patients per year) (p<0.0001). Percentage of females declined from 65.3% to 60.8%, and percentage of patients with OA in the youngest age bracket (18-45 years) increased significantly (6.2% to 22.7%, p<0.0001). The percentage of patients with OA with BMI ≥30 remained above 50% over the time period. Patients had low comorbidity overall, but anxiety, depression and gastro-oesophageal reflux disease showed the largest increases in prevalence. Opioid use (tramadol and non-tramadol) showed peaks followed by declines, while most other medications increased slightly in use or remained steady. CONCLUSIONS: We observe increasing OA prevalence and a greater proportion of younger patients over time. With better understanding of how characteristics of patients with OA are changing over time, we can develop better approaches for managing disease burden in the future.


Asunto(s)
Osteoartritis , Adulto , Femenino , Humanos , Adolescente , Adulto Joven , Persona de Mediana Edad , Estudios Retrospectivos , Estudios de Cohortes , Comorbilidad , Osteoartritis/epidemiología , Ansiedad
6.
J Clin Med ; 12(7)2023 Apr 06.
Artículo en Inglés | MEDLINE | ID: mdl-37048816

RESUMEN

Patients often take opioids to relieve osteoarthritis (OA) pain despite limited benefits and potential harms. This study aimed to compare cross-sectional perspectives of patients that were taking prescription opioid (N = 471) or nonopioid medications (N = 185) for OA in terms of satisfaction, expectations of effectiveness, and concerns. Patients prescribed opioids (>7 days) reported more prior treatments (2.47 vs. 1.74), greater mean pain intensity (5.47 vs. 4.11), and worse quality of life (EQ-5D-5L index value mean 0.45 vs. 0.71) than patients prescribed nonopioid medications (all p < 0.0001). Based on linear regression models adjusting for demographics and pain intensity, patients prescribed opioids were less satisfied with overall regimen (3.40 vs. 3.67, p = 0.0322), had less belief that medications were meeting effectiveness expectations (2.72 vs. 3.13, p < 0.0001), and had more concerns about treatments being "not very good" (3.66 vs. 3.22, p = 0.0026) and addiction (3.30 vs. 2.65, p < 0.0001) than patients prescribed nonopioid regimens. When the models were replicated for subgroups with ≥30 days' medication regimen duration, the findings were consistent with the main analyses. Patients have concerns about the risk of opioid addiction, but those with greater disease burden and more prior treatments continue taking opioid regimens.

7.
J Clin Med ; 12(2)2023 Jan 11.
Artículo en Inglés | MEDLINE | ID: mdl-36675516

RESUMEN

Opioids are often prescribed for osteoarthritis (OA) pain, despite recommendations to limit use due to minimal benefits and associated harms. This study aimed to assess physicians' practice patterns and perceptions regarding opioids by specialty one year following the Centers for Disease Control and Prevention (CDC) published guidance on opioid prescribing. The 139/153 (90.8%) physicians who reported prescribing opioids in the previous year reported decreased prescribing for mild OA (51.3%, 26.5% and 33.3% of primary care physicians, rheumatologists, and orthopaedic surgeons, respectively), moderate OA (50.0%, 47.1% and 48.1%) and severe OA (43.6%, 41.2% and 44.4%). Prescribing changes were attributed to the CDC guidelines for 58.9% of primary care physicians, 59.1% of rheumatologists, and 73.3% of orthopaedic surgeons. Strong opioids were mostly reserved as third-line treatment. Although treatment effectiveness post-CDC guidelines was not assessed, perceptions of efficacy and quality of life with opioids significantly differed across specialties, whereas perceptions of safety, convenience/acceptability and costs did not. Physicians generally agreed on the barriers to opioid prescribing, with fear of addiction and drug abuse being the most important. Across specialties, physicians reported decreased opioid prescribing for OA, irrespective of OA severity, and in most cases attributed changes in prescribing to the CDC guideline.

8.
Scand J Pain ; 23(1): 126-138, 2023 01 27.
Artículo en Inglés | MEDLINE | ID: mdl-35858277

RESUMEN

OBJECTIVES: Osteoarthritis (OA) and chronic low back pain (CLBP) are common musculoskeletal disorders with substantial patient and societal burden. Nordic administrative registers offer a unique opportunity to study the impact of these conditions in the real-world setting. The Burden of Disease and Management of Osteoarthritis and Chronic Low Back Pain: Health Care Utilization and Sick Leave in Sweden, Norway, Finland and Denmark (BISCUITS) study was designed to study disease prevalence and the societal and economic burden in broad OA and CLBP populations. METHODS: Patients in Sweden, Norway, Finland and Denmark with diagnoses of OA or CLBP (low back pain record plus ≥2 pain relief prescriptions to indicate chronicity) were identified in specialty care, in primary care (Sweden and Finland) and in a quality-of-care register (Sweden). Matched controls were identified for the specialty care cohort. Longitudinal data were extracted on prevalence, treatment patterns, patient-reported outcomes, social and economic burden. RESULTS: Almost 1.4 million patients with OA and 0.4 million with CLBP were identified in specialty care, corresponding to a prevalence in the Nordic countries of 6.3 and 1.9%, respectively. The prevalence increased to 11-14% for OA and almost 6% for CLBP when adding patients identified in primary care. OA patients had a higher Elixhauser comorbidity index (0.66 vs. 0.46) and were using opioids (44.7 vs. 10.2%) or long-term nonsteroidal anti-inflammatory drug (NSAIDs) (20.9 vs. 4.5%) more than four times as often as compared to controls. The differences were even larger for CLBP patients compared to their controls (comorbidity index 0.89 vs. 0.39, opioid use 77.7 vs. 9.4%, and long-term NSAID use 37.2 vs. 4.8%). CONCLUSIONS: The BISCUITS study offers an unprecedented, longitudinal healthcare data source to quantify the real-world burden of more than 1.8 million patients with OA or CLBP across four countries. In subsequent papers we aim to explore among others additional outcomes and subgroups of patients, primarily those patients who may benefit most from better healthcare management.


Asunto(s)
Dolor de la Región Lumbar , Osteoartritis , Humanos , Dolor de la Región Lumbar/terapia , Dolor de la Región Lumbar/tratamiento farmacológico , Finlandia/epidemiología , Suecia/epidemiología , Ausencia por Enfermedad , Osteoartritis/terapia , Osteoartritis/tratamiento farmacológico , Antiinflamatorios no Esteroideos/uso terapéutico , Noruega , Aceptación de la Atención de Salud , Costo de Enfermedad , Dinamarca/epidemiología
9.
J Pain Res ; 15: 3399-3412, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36317162

RESUMEN

Bone pain is one of the most common forms of pain reported by cancer patients with metastatic disease. We conducted a review of oncology literature to further understand the epidemiology of and treatment approaches for metastatic cancer-induced bone pain and the effect of treatment of painful bone metastases on the patient's quality of life. Two-thirds of patients with advanced, metastatic, or terminal cancer worldwide experience pain. Cancer pain due to bone metastases is the most common form of pain in patients with advanced disease and has been shown to significantly reduce patients' quality of life. Treatment options for cancer pain due to bone metastases include nonsteroidal anti-inflammatory drugs, palliative radiation, bisphosphonates, denosumab, and opioids. Therapies including palliative radiation and opioids have strong evidence supporting their efficacy treating cancer pain due to bone metastases; other therapies, like bisphosphonates and denosumab, do not. There is sufficient evidence that patients who experience pain relief after radiation therapy have improved quality of life; however, a substantial proportion are nonresponders. For those still requiring pain management, even with available analgesics, many patients are undertreated for cancer pain due to bone metastases, indicating an unmet need. The studies in this review were not designed to determine why cancer pain due to bone metastases was undertreated. Studies specifically addressing cancer pain due to bone metastases, rather than general cancer pain, are limited. Additional research is needed to determine patient preferences and physician attitudes regarding choice of analgesic for moderate to severe cancer pain due to bone metastases.

10.
J Health Econ Outcomes Res ; 9(2): 47-56, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36060224

RESUMEN

Background: While prior research has shown that patients with osteoarthritis (OA) who are prescribed opioids have higher rates of falls and fractures following drug initiation, there is a limited body of work establishing a comprehensive model of factors that influence the risk of falls or fractures among these patients. Objective: Opioids are associated with negative clinical outcomes, including increased risk of falls and fractures. This study assessed the frequency, treatment characteristics, and risk factors associated with falls or fractures among patients with OA taking opioids. Methods: Optum Healthcare Solutions, Inc data (January 2012-March 2017) were used to identify patients over 18 with at least 2 diagnoses of hip and/or knee OA, and at least 90 days' supply of opioids. Patients with cancer were excluded. Falls or fractures outcomes were assessed in the 36-month follow-up period after the date of the first opioid prescription after first OA diagnosis. Demographic, treatment, and clinical characteristics associated with falls or fractures were assessed using logistic regression. Results: Of 16 663 patients meeting inclusion criteria, 3886 (23%) had at least 1 fall or fracture during follow-up. Of these 3886 patients, 1349 (35%) had at least 1 fall with an average of 3 fall claims, and 3299 (85%) patients had at least 1 fracture with an average of 8 claims during follow-up. Spine (15.8%) and hip (12.5%) fractures were most common. Median time to fall or fracture was 18.6 and 13.9 months, respectively. Significant (P<.05) risk factors associated with at least 1 fall or fracture during the follow-up period included alcohol use (odds ratio [OR], 3.41), history of falling (OR, 2.19), non-tramadol opioid use (OR, 1.31), age (OR, 1.03), benzodiazepine use (OR, 1.21), and at least 1 osteoporosis diagnosis (OR, 2.06). Discussion: This study is among only a few that clearly identifies the substantial impact and frequency of falls and fractures associated with prescribing non-tramadol opioids to patients with OA. Findings suggest that fall or fracture risks need to be considered when managing OA pain with opioids. Conclusion: Falls and fractures impose a major clinical burden on patients prescribed opioids for OA-related pain management. Falls or fracture risks should be an important consideration in the ongoing treatment of patients with OA.

11.
J Occup Environ Med ; 64(8): 699-706, 2022 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-35732028

RESUMEN

INTRODUCTION: This study estimated all-cause health care resource utilization (HRU) and costs and work loss outcomes associated with pain management of employed patients with osteoarthritis of the hip and/or knee. METHODS: Optum Health Care Solutions data were analyzed for employed patients prescribed nonsteroidal anti-inflammatory drugs, tramadol, or nontramadol opioids following diagnoses of osteoarthritis of the hip and/or knee. A pre-post design was used to evaluate changes in all-cause HRU and costs, and work loss days and associated costs. RESULTS: Costs rose for patients in all three cohorts (up to 198.3% for health care costs [tramadol] and up to 178.7% for work loss costs [tramadol]). Greatest increases in all-cause HRU included inpatient visits (237.9% [nonsteroidal anti-inflammatory drugs]; 600% [tramadol]). CONCLUSIONS: Study results provide evidence of increases in all-cause HRU and costs and work loss days and associated costs.


Asunto(s)
Osteoartritis de la Cadera , Tramadol , Analgésicos Opioides , Antiinflamatorios no Esteroideos/uso terapéutico , Costos de la Atención en Salud , Humanos , Osteoartritis de la Cadera/tratamiento farmacológico , Estudios Retrospectivos , Tramadol/uso terapéutico
12.
BMC Musculoskelet Disord ; 23(1): 498, 2022 May 26.
Artículo en Inglés | MEDLINE | ID: mdl-35619074

RESUMEN

BACKGROUND: Osteoarthritis (OA) is typically associated with pain, but many patients are not treated. METHODS: This point in time study explored factors associated with treatment status, using logistic regression of data from the Adelphi OA Disease Specific Programme conducted in the United States. Patients' treatment status was based on physician-reported, current: 1) prescription medication for OA vs. none; and 2) physician treatment (prescription medication and/or recommendation for specified nonpharmacologic treatment for OA [physical or occupational therapy, acupuncture, transcutaneous electrical nerve stimulation, or cognitive behavior therapy/psychotherapy]) vs. self-management (no prescription medication or specified nonpharmacologic treatment). RESULTS: The 841 patients (including 57.0% knee OA, 31.9% hip OA) reported mild (45.4%) or moderate or severe (54.6%) average pain intensity over the last week. The majority were prescribed medication and/or recommended specified nonpharmacologic treatment; 218 were not prescription-medicated and 122 were self-managed. Bivariate analyses showed less severe patient-reported pain intensity and physician-rated OA severity, fewer joints affected by OA, lower proportion of joints affected by knee OA, better health status, lower body mass index, and lower ratings for cardiovascular and gastrointestinal risks, for those not prescribed medication (vs. prescription-medicated). Multivariate analyses confirmed factors significantly (p < 0.05) associated with prescription medication included (odds ratio): physician-rated current moderate OA severity (vs. mild, 2.03), patient-reported moderate OA severity 6 months ago (vs. mild, 1.71), knee OA (vs. not, 1.81), physician-recommended (0.28) and patient-reported (0.43) over-the-counter medication use (vs. not), prior surgery for OA (vs. not, 0.37); uncertain income was also significant. Factors significantly (p < 0.05) associated with physician treatment included (odds ratio): physician-recommended nonpharmacologic therapy requiring no/minimal medical supervision (vs. not, 2.21), physician-rated current moderate OA severity (vs. mild, 2.04), patient-reported over-the-counter medication use (vs. not, 0.26); uncertain time since diagnosis was also significant. Patient-reported pain intensity and most demographic factors were not significant in either model. CONCLUSIONS: Approximately 1 in 4 patients were not prescribed medication and 1 in 7 were self-managed, although many were using over-the-counter medications or nonpharmacologic therapies requiring no/minimal medical supervision. Multiple factors were significantly associated with treatment status, including OA severity and over-the-counter medication, but not pain intensity or most demographics.


Asunto(s)
Osteoartritis de la Cadera , Osteoartritis de la Rodilla , Médicos , Humanos , Osteoartritis de la Cadera/complicaciones , Osteoartritis de la Cadera/diagnóstico , Osteoartritis de la Cadera/terapia , Osteoartritis de la Rodilla/complicaciones , Osteoartritis de la Rodilla/diagnóstico , Osteoartritis de la Rodilla/terapia , Dolor/complicaciones , Dolor/etiología , Dimensión del Dolor , Estados Unidos/epidemiología
13.
J Health Econ Outcomes Res ; 9(1): 58-67, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35620454

RESUMEN

Background: There has been limited evaluation of medication adherence, healthcare resource utilization (HCRU), and healthcare costs over time in patients with osteoarthritis (OA), and stratification by pain severity level has not been reported. Assessing such longitudinal changes may be useful to patients and healthcare providers for tracking disease progression, informing treatment options, and employing strategies to optimize patient outcomes. Objectives: To characterize treatment patterns, HCRU, and costs over time in patients with moderate to severe (MTS) OA pain in the United States. Methods: We conducted a retrospective claims analysis, using IBM® MarketScan® databases, from 2013-2018. Eligible patients were aged ≥45 years with ≥12 months pre-index (baseline) and ≥24 months (follow-up) of continuous enrollment; index date was defined as a physician diagnosis of hip or knee OA. An algorithm was employed to identify MTS OA pain patients, who were propensity score matched with patients having non-MTS OA pain. Data were summarized using descriptive statistics and univariate analyses. Results: After propensity score matching, the overall OA pain cohorts consisted of 186 374 patients each: 61% were female, mean age was 63 years, and two-thirds (65.6%) were of working age (45-65 years). Sleep-related conditions, anxiety, and depression were significantly higher in the MTS OA pain cohort vs non-MTS (P<0.001). At baseline and 12- and 24-month follow-ups, receipt of prescription pain medications, HCRU, and direct medical costs were significantly higher in the MTS OA pain cohort (all P<0.01). Medication adherence was significantly higher in the MTS OA pain cohort for all medication classes except analgesics/antipyretics, which were significantly lower vs the non-MTS OA pain cohort (all P<0.0001). Conclusions: The burden of MTS OA pain is substantial, with patterns that show increasing medication use, HCRU, and costs vs non-MTS OA pain patients over time. Understanding the heterogeneity within the OA population may allow us to further appreciate the true burden of illness for patients in pain.

14.
Curr Med Res Opin ; 38(7): 1153-1166, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35575236

RESUMEN

OBJECTIVES: To describe and compare baseline characteristics, healthcare and drug utilization, and negative clinical outcomes of commercially-insured patients diagnosed with OA of the hip and/or knee who initiated treatment on traditional oral NSAIDs (tNSAIDs), topical NSAIDs, or cyclooxygenase-2 inhibitors (COX-2s). METHODS: A commercial claims database (1/2012-3/2017) was used to identify patients ≥18 years old, with ≥2 diagnoses of hip and/or knee OA, and ≥90 days supply of NSAIDs. Patients were assigned to cohorts based on the type of NSAID initially prescribed and observed in the 6 months before (baseline) and 36 months after (follow-up) the date of their first NSAID prescription after the first OA diagnosis. Analyses estimated baseline demographic and clinical characteristics and follow-up period drug utilization. Logistic regressions assessed the risk of gastrointestinal (GI) and acute renal failure (ARF) events. RESULTS: tNSAIDs were the most frequently prescribed treatment. During the follow-up period, less than 15% of patients prescribed tNSAIDs switched to either COX-2s or topical NSAIDs and 37% of patients prescribed a COX-2 and 56% of patients prescribed a topical NSAID switched to tNSAIDs. GI and ARF events during the follow-up period ranged from 7.3-8.1% and 8.0-11.0%, respectively, across cohorts. The tNSAIDs and COX-2s cohorts had increased risk of both types of events relative to patients prescribed topical NSAIDs, controlling for other characteristics. CONCLUSIONS: Analyses characterize the long-term real-world utilization of NSAIDs and associated outcomes for patients with OA of the hip and/or knee. Study results highlight the likelihood of switching and the risk of negative clinical outcomes associated with long-term use.


Asunto(s)
Inhibidores de la Ciclooxigenasa 2 , Osteoartritis de la Cadera , Adolescente , Antiinflamatorios no Esteroideos/efectos adversos , Inhibidores de la Ciclooxigenasa 2/uso terapéutico , Utilización de Medicamentos , Humanos , Articulación de la Rodilla , Osteoartritis de la Cadera/tratamiento farmacológico
15.
Rheumatol Ther ; 9(4): 1061-1078, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35538392

RESUMEN

INTRODUCTION: Osteoarthritis (OA) is a complex disease, and prior studies have documented the health and economic burdens of patients with OA compared to those without OA. Our goal was to use two strategies to further stratify OA patients based on both pain and treatment intensity to examine healthcare utilization and costs using electronic records from 2001 to 2018 at a large integrated health system. METHODS: Adult patients with ≥1 pain numerical rating scale (NRS) and diagnosis of OA were included. Pain episodes of ≥90 days were defined as mild (0-3), moderate (4-6), or severe (7-10) based on initial NRS. Patients were initially classified as mild and moved to moderate-severe OA if any of eight treatment-based criteria were met. Outpatient visits (OP), emergency department visits (ED), inpatient days, and healthcare costs (both all-cause and OA-specific) were compared among pain levels and OA severity levels as frequencies and per-member-per-year rates, using generalized linear regression models adjusting for age, sex, and body mass index, with contrasts of p < 0.05 considered significant. RESULTS: We identified 127,656 patients, 92,576 with pain scores. Moderate and severe pain were associated with significantly higher rates of OA-related utilization and costs, and all-cause ED visits and pharmacy costs. Moderate-severe OA patients had significantly higher OA-related utilization and costs, and all-cause OP, ED and pharmacy costs. CONCLUSIONS: Pain and treatment intensity were both strongly associated with OA-related utilization but not consistently with all-cause utilization. Our results provide promising evidence of better criteria and approaches for predicting disease burden and costs in the future.

16.
Pain Ther ; 11(1): 191-208, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-35028917

RESUMEN

INTRODUCTION: Satisfaction with medications prescribed for osteoarthritis (OA) varies; this study aimed to determine the factors associated with satisfaction in US patients and their physicians. METHODS: This point-in-time study used the Adelphi OA Disease Specific Programme (physicians identified from public lists reported on nine consecutive patients diagnosed with OA [any joint]: physicians and patients completed questionnaires). Patient's demographic, clinical, and treatment characteristics associated with patient-reported and physician-rated overall satisfaction with, and expectations of effectiveness of, medication for OA were assessed using multivariate linear regression. RESULTS: Responses from 572 patients (mean age 64.9 years, 60.5% female) currently prescribed medication for OA and 153 physicians (81 primary care, 35 rheumatologists, 37 orthopedic surgeons) were analyzed. Pain intensity was moderate or severe for 59.4% of patients. Greater patient-reported overall satisfaction with medication was significantly associated with (standardized beta, 95% confidence interval) exercise (0.12, 0.03-0.20), comorbid other musculoskeletal or painful conditions (vs none) (0.15, 0.06-0.24), and physicians' report that the best control had been achieved (0.12, 0.03-0.20); lack of efficacy was among factors associated with worse satisfaction. Greater patient-reported expectation of effectiveness was significantly associated with exercise (0.12, 0.03-0.21) and the most troublesome joint not being a knee, hip, or their back (0.08, 0.01-0.14). Greater physician-rated overall satisfaction with medication was significantly associated with their report that the best control had been achieved (0.18, 0.11-0.26), the most troublesome joint being a knee (0.08, 0.01-0.14), comorbid other musculoskeletal or painful conditions (0.07, 0.01-0.12), obesity (0.06, 0.00-0.11), and female patients (0.06, 0.00-0.11); lack of efficacy and adverse events/tolerability issues were among factors associated with worse satisfaction. For physicians, their report that the best control had been achieved (0.19, 0.11-0.27), the most troublesome joint being a knee (0.08, 0.00-0.15), improving (vs stable) OA (0.15, 0.07-0.24), and uncertain duration of OA (0.11, 0.02-0.21) were associated with greater perception that the medication was meeting patients' efficacy expectations. CONCLUSION: Although efficacy was strongly associated with both patients' and physicians' satisfaction with medication, other factors were also important, including exercise (for patients), tolerability (for physicians), and knee OA (for physicians).

17.
Qual Life Res ; 31(1): 185-191, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34219192

RESUMEN

PURPOSE: To evaluate the relationship between self-reported concerns about becoming addicted to a medication and health-related quality of life (HRQoL) in patients with osteoarthritis (OA). METHODS: This real-world study used patient-level cross-sectional survey data collected from the US Adelphi Disease Specific Programme (DSP). The DSP for OA selected 153 physicians who collected de-identified data on their next nine adult patients with OA. Each patient completed a disease-relevant survey, which included the Likert-scale question, "I am concerned about becoming addicted to my medicine," (CAA) with responses ranging from "completely disagree" [1] to "completely agree" [5]. HRQoL was measured by the EQ-5D-5L index value and the EQ Visual Analogue Scale (VAS). A set of ordinary least squares regressions using HRQoL measures as outcomes and CAA as a continuous predictor were estimated. Standardized effect size (ES) was used to gauge the magnitude of effects. RESULTS: A total of 866 patients with OA completed the survey (female, 61.2%; White, 77.7%; mean age, 64.2 years). Of the 775 patients who completed the CAA question, almost one-third responded that they "agree" (18%) or "completely agree" (11%), while 27% responded "completely disagree" and 20% "disagree." Regression analyses found that patients who have concerns about medication addiction have significantly different EQ-5D-5L index values and EQ VAS scores compared with patients who do not have this concern (p < 0.0001). CONCLUSION: Our findings suggest that concern about medication addiction in patients with OA may have an impact on patient HRQoL, with more concerned patients reporting poorer HRQoL outcomes.


Asunto(s)
Osteoartritis , Calidad de Vida , Adulto , Estudios Transversales , Análisis de Datos , Femenino , Humanos , Persona de Mediana Edad , Calidad de Vida/psicología , Encuestas y Cuestionarios
18.
Pain ; 163(1): 75-82, 2022 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-34924552

RESUMEN

ABSTRACT: In 2019, the American College of Rheumatology conditionally recommended tramadol and conditionally recommended against nontramadol opioids for patients with hip and knee osteoarthritis. Although tramadol is known to be less prone to opioid use disorders, little is known about the differing magnitude of negative clinical outcomes, health care resource utilization, and costs of tramadol relative to nontramadol opioids. Administrative claims records for commercially insured patients with osteoarthritis who were prescribed opioids were used to compare clinical and cost outcomes during a 3-year follow-up period by conducting a pre-post analysis and a matched case-cohort analysis. Data for 14,491 patients were analyzed: 4048 (28%) were initiated on tramadol, and 10,443 (72%) were initiated on nontramadol opioids. After matching, 4048 patients per cohort were analyzed. In each empirical analysis, tramadol patients did develop opioid use disorders; however, opioid use disorder rates were 3.5-fold higher in the nontramadol cohort (1.2% vs 4.2%). In addition, rates of other opioid-related clinical outcomes (falls, fractures, nausea, fatigue, and constipation) were also directionally lower among the tramadol cohort, although quantitatively similar (<5% difference) to the nontramadol cohort. Finally, in both analyses, the nontramadol cohort incurred higher levels of inpatient and emergency department visits and all-cause costs during the 3-year follow-up period. However, tramadol patients incur a higher incremental change (+$24,013) in costs relative to their pretreatment baseline compared with nontramadol (+$18,191). These real-world findings demonstrated lower risks with tramadol relative to other opioids, albeit risks and increased health care costs were present with tramadol, highlighting the need for further strategies to improve outcomes.


Asunto(s)
Osteoartritis de la Cadera , Osteoartritis de la Rodilla , Tramadol , Analgésicos Opioides/uso terapéutico , Estrés Financiero , Humanos , Estudios Retrospectivos , Tramadol/uso terapéutico , Estados Unidos
19.
J Manag Care Spec Pharm ; 27(12): 1652-1660, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34818088

RESUMEN

BACKGROUND: Osteoarthritis (OA) affects millions of adults in the United States and can result in substantial pain, functional impairment, and significant clinical and economic burden. To manage chronic pain associated with OA, treatment guidelines recommend a variety of pharmacologic treatments, including traditional oral nonsteroidal anti-inflammatory drugs (NSAIDs), cyclooxygenase-2 inhibitors (COX-2s), and opioids. While these drug treatments can be effective at pain management, they are also associated with significant clinical and economic burden. New treatments for chronic pain among patients with OA of the hip and/or knee have the potential to reduce the occurrence of such negative clinical outcomes, including cardiovascular events, renal events, and opioid use disorder (OUD), thereby reducing health care resource use (HRU) and medical costs. OBJECTIVE: To develop a harm reduction model (HRM) to assess potential reductions of negative clinical outcomes, HRU, and medical costs associated with the use of new treatments in place of oral NSAIDs, tramadol, and non-tramadol opioids among patients with OA of the hip and/or knee in the United States. METHODS: The HRM model integrated findings from the literature and inputs from a variety of sources, along with assumptions regarding potential ability of new treatments to replace existing treatments and market penetration into a unified framework to estimate outcomes and costs. The model outputs included estimated per-patient and population-level reductions in negative clinical outcomes associated with prescribing new treatments in place of oral NSAIDs or opioids along with number needed to treat (NNT) associated with new treatments. The model assumed that new treatments will primarily be used in place of non-tramadol opioids, but more modest adoption in place of oral NSAIDs and tramadol. RESULTS: Among patients with OA of the hip and/or knee who were prescribed oral NSAIDs, tramadol, or non-tramadol opioids for chronic use (≥ 90 days), the HRM estimated total cost savings of $3.8 billion, $5.1 billion, and $29.9 billion, respectively, from prescribing new treatments for OA pain over a 36-month period. The reduced economic burden was driven by significant reductions in the incidence of negative clinical outcomes. Estimates of the NNT to avoid a negative clinical event related to NSAID and opioid treatment initiation were low for most outcomes. Estimates of NNT associated with NSAID use ranged from 4 to 17 patients, depending on outcome, and estimates of NNT associated with opioid use was 35 non-tramadol and 134 tramadol patients for OUD and ranged from 6 to 21 patients for the other clinical outcomes, depending on treatment and outcome. CONCLUSIONS: Results from the HRM suggest that prescribing new treatments in place of oral NSAIDs and/or opioids for OA pain results in a potentially substantial reduction in patients experiencing negative clinical outcomes and reductions in all-cause HRU and costs. DISCLOSURES: This study was sponsored by Pfizer and Eli Lilly and Company. Silverman was a paid consultant to Pfizer and Eli Lilly and Company in connection with this study. Beck and Schepman are employees of Pfizer with stock and/or stock options. Robinson is an employee and minor stockholder of Eli Lilly and Company. Rice, White, and Fernan are employees of the Analysis Group, who were paid consultants to Pfizer and Eli Lilly and Company for this study and development of the manuscript.


Asunto(s)
Reducción del Daño , Osteoartritis de la Rodilla/tratamiento farmacológico , Osteoartritis/tratamiento farmacológico , Osteoartritis/fisiopatología , Evaluación de Resultado en la Atención de Salud , Manejo del Dolor , Nivel de Atención , Antiinflamatorios no Esteroideos/uso terapéutico , Dolor Crónico/tratamiento farmacológico , Humanos , Estados Unidos
20.
Postgrad Med ; 133(1): 10-19, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33131380

RESUMEN

OBJECTIVE: To evaluate healthcare resource utilization (HCRU) by osteoarthritis (OA) pain severity. METHODS: Cross-sectional surveys of US physicians and their patients were conducted between February and May 2017. Using the Numeric Rating Scale, patients were classified by self-reported pain intensity in the last week into mild (0-3), moderate (4-6), and severe (7-10) cohorts. Parameters assessed included clinical characteristics, HCRU, and current caregiver support. Descriptive statistics were obtained, and analysis of variance and chi-square tests were performed. RESULTS: Patients (n = 841) were mostly female (60.9%) and white (77.8%), with mean age of 64.6 years. Patients reported mild (45.4%), moderate (35.9%), and severe (18.7%) OA pain. Mean number of affected joints varied by pain severity (range mild: 2.7 to severe: 3.6; p < 0.0001). Pain severity was associated with an increased number of physician-reported and patient-reported overall healthcare provider visits (HCPs; both p < 0.001). As pain increased, patients reported an increased need for mobility aids, accessibility modifications to homes, and help with daily activities due to functional disability. The number of imaging tests used to diagnose OA was similar across pain severity but varied when used for monitoring (X-rays: p < 0.0001; computerized tomography scans: p < 0.0447). Hospitalization rates for OA were low but were significantly associated with pain severity (mild: 4.9%; severe: 11.5%). Emergency department visits were infrequent but increasing pain severity was associated with more prior and planned surgeries. CONCLUSION: Greater current pain was associated with more prior HCRU including imaging for monitoring progression, HCP visits including more specialty care, hospitalizations, surgery/planned surgery, and loss of independence due to functional disability. Yet rates of hospitalizations and X-ray use were still sizable even among patients with mild pain. These cross-sectional findings warrant longitudinal assessment to further elucidate the impact of pain on HCRU.


Asunto(s)
Recursos en Salud/estadística & datos numéricos , Osteoartritis/complicaciones , Dolor/etiología , Aceptación de la Atención de Salud/estadística & datos numéricos , Actividades Cotidianas , Anciano , Índice de Masa Corporal , Comorbilidad , Costo de Enfermedad , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Osteoartritis/diagnóstico por imagen , Calidad de Vida , Autoinforme , Índice de Severidad de la Enfermedad , Estados Unidos
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