ABSTRACT
OBJECTIVES: This study evaluated relative vaccine effectiveness (rVE) of MF59-adjuvanted trivalent inactivated influenza vaccine (aTIV) vs high-dose trivalent inactivated influenza vaccine (HD-TIV) for prevention of test-confirmed influenza emergency department visits and/or inpatient admissions ("ED/IP") and for IP admissions alone pooled across the 2017-2020 influenza seasons. Exploratory individual season analyses were also performed. METHODS: This retrospective test-negative design study included United States (US) adults age ≥65 years vaccinated with aTIV or HD-TIV who presented to an ED or IP setting with acute respiratory or febrile illness during the 2017-2020 influenza seasons. Test-positive cases and test-negative controls were grouped by vaccine received. The rVE of aTIV vs HD-TIV was evaluated using a combination of inverse probability of treatment weighting and logistic regression to adjust for potential confounders. RESULTS: Pooled analyses over the three seasons found no significant differences in the rVE of aTIV vs HD-TIV for prevention of test-confirmed influenza ED/IP (-2.5% [-19.6, 12.2]) visits and admissions or IP admissions alone (-1.6% [-22.5, 15.7]). The exploratory individual season analyses also showed no significant differences. CONCLUSIONS: Evidence from the 2017-2020 influenza seasons indicates aTIV and HD-TIV are comparable for prevention of test-confirmed influenza ED/IP visits in US adults age ≥65 years.
Subject(s)
Adjuvants, Immunologic , Hospitalization , Influenza Vaccines , Influenza, Human , Polysorbates , Seasons , Squalene , Vaccine Efficacy , Humans , Influenza Vaccines/immunology , Influenza Vaccines/administration & dosage , Influenza, Human/prevention & control , Influenza, Human/diagnosis , Influenza, Human/epidemiology , Aged , Male , Female , Hospitalization/statistics & numerical data , Retrospective Studies , Polysorbates/administration & dosage , Squalene/administration & dosage , Adjuvants, Immunologic/administration & dosage , United States/epidemiology , Aged, 80 and over , Vaccines, Inactivated/administration & dosage , Vaccines, Inactivated/immunology , VaccinationABSTRACT
INTRODUCTION: Vibegron is a selective ß3-adrenergic receptor agonist that was approved by the US Food and Drug Administration in December 2020 for the treatment of overactive bladder in adults. This retrospective study assessed US pharmacy claims data to evaluate the real-world adherence and persistence of vibegron compared with mirabegron and with anticholinergics. MATERIALS AND METHODS: This analysis used the Optum Research Database to identify adults with ≥1 pharmacy claim for vibegron, mirabegron, or an anticholinergic from April 1, 2021, to August 31, 2022. Patients had ≥ 90 days of continuous commercial or Medicare medical and pharmacy coverage preindex and ≥ 60 days of continuous pharmacy coverage postindex. Two independent propensity-score models matched patients treated with (1) vibegron versus mirabegron and (2) vibegron versus anticholinergics on key variables such as demographics and clinical characteristics, index copay, days' supply, and time of entry into analysis (index quarter). Adherence was measured by proportion of days covered (PDC) from index to the end of follow-up and was defined as PDC ≥ 80%. Persistence was defined as days to discontinuation of index medication (first 30-day gap) or end of follow-up. RESULTS: The matched vibegron and mirabegron cohorts included 4921 and 9842 patients, respectively, and the matched vibegron and anticholinergic cohorts included 4676 and 9352 patients, respectively. Patients receiving vibegron had greater mean PDC versus patients receiving mirabegron (0.67 vs. 0.64, respectively; p < 0.001) or anticholinergics (0.67 vs. 0.58; p < 0.001). A greater percentage of patients receiving vibegron were adherent versus those receiving mirabegron (49.0% vs. 45.1%, respectively; p < 0.001) or anticholinergics (49.1% vs. 38.5%; p < 0.001). Persistence was longer with vibegron compared with both mirabegron (median [95% CI], 171 [159-182] vs. 128 [122-137] days, respectively; p < 0.001) and anticholinergics (172 [159-183] vs. 91 [91] days; p < 0.001). CONCLUSION: In this retrospective analysis of pharmacy claims data, patients receiving vibegron exhibited significantly higher adherence and demonstrated longer persistence in comparison to matched patient cohorts receiving either mirabegron or anticholinergics.
Subject(s)
Acetanilides , Adrenergic beta-3 Receptor Agonists , Cholinergic Antagonists , Medication Adherence , Thiazoles , Urinary Bladder, Overactive , Humans , Urinary Bladder, Overactive/drug therapy , Urinary Bladder, Overactive/diagnosis , Urinary Bladder, Overactive/physiopathology , Retrospective Studies , Male , Female , Cholinergic Antagonists/therapeutic use , Middle Aged , Aged , Acetanilides/therapeutic use , Adrenergic beta-3 Receptor Agonists/therapeutic use , Thiazoles/therapeutic use , Adult , Pyrrolidines , Thiazides/therapeutic use , United States , Urological Agents/therapeutic use , PyrimidinonesABSTRACT
INTRODUCTION: Vibegron is a ß3-adrenergic receptor agonist approved for overactive bladder (OAB). This analysis assessed real-world adherence and persistence with vibegron in patients with OAB, along with demographics and clinical characteristics associated with adherence and persistence. METHODS: This retrospective study used the Optum Research Database to identify patients treated with vibegron from April 2021 to August 2022 (identification period). Patients had ≥ 60 days of continuous pharmacy coverage in a commercial or Medicare Advantage plan following the index fill (follow-up). Adherence was assessed as proportion of days covered (PDC) from index to end of follow-up and was defined as PDC ≥ 80%. Persistence was measured as days to discontinuation of therapy (30-day gap) or end of follow-up. Data for adherence and persistence are presented descriptively. Characteristics associated with adherence and persistence were analyzed using multivariable models among patients with medical and pharmacy benefits during the 90 days before index (baseline). RESULTS: Overall, 9992 patients had a vibegron claim during the identification period; 9712 had ≥ 2 months of follow-up. Mean (SD) age was 74.2 (10.7) years; 68.2% were female. Mean (SD) PDC was 0.64 (0.34). Median (95% confidence interval) persistence was 142 (132-153) days. Of the 5073 patients who were ≥ 18 years old with continuous baseline pharmacy and medical benefits ≥ 90 days before index, 2497 (49.2%) were adherent. Patients were more likely to be adherent and persistent if they received a greater days' supply for the index fill and had baseline medication count ≥ 6. Patients were more likely to discontinue if their index copay was > $45. CONCLUSION: Nearly half of the patients initiating vibegron were adherent. Factors associated with adherence and persistence were more likely to be related to prescribing practices than patient characteristics. These results suggest it may be best to follow up with patients approximately 4 to 5 months after initiating treatment with vibegron.
Vibegron is a newer drug for treating overactive bladder. Vibegron was safe and worked well in clinical trials. However, there is no information on use of vibegron in a real-world population that is not a clinical trial. This study looked at how consistently and how long patients took vibegron after starting it. It also looked at what was common in patients who took vibegron consistently. To do this, the study used pharmacy prescription data from April 2021 to August 2022. It examined adherence to the study medication for each patient. Adherence is how many days patients had medication on hand compared to how long they were followed. The study also looked at persistence to the study medication. Persistence is how long a patient takes a medication before they stop taking it. Researchers then examined if there were reasons a patient may or may not take vibegron as prescribed. The study included prescription data for 9712 patients. The average age was 74 years and 68% of patients were female. Patients had their medication 64% of the time (adherence). On average, patients took their medication for 142 days before stopping (persistence). Patients had better adherence and persistence if they received a larger supply of medication at the pharmacy when first prescribed the medication and if they had more medications overall. Patients' age and gender did not affect adherence and persistence. Vibegron may be a good option for patients with overactive bladder. Follow-up with a provider may be considered 4 to 5 months after starting vibegron.
Subject(s)
Medication Adherence , Pyrrolidines , Urinary Bladder, Overactive , Humans , Urinary Bladder, Overactive/drug therapy , Female , Retrospective Studies , Male , Medication Adherence/statistics & numerical data , Middle Aged , Aged , Pyrimidinones/therapeutic use , United States , Adult , Insurance Claim Review , Adrenergic beta-3 Receptor Agonists/therapeutic useABSTRACT
Aim: To compare all-cause and acute lymphoblastic leukemia (ALL)-related healthcare resource utilization (HCRU) and costs among patients receiving inotuzumab ozogamicin (InO) and blinatumomab (Blina) for ALL in the first relapsed/refractory (R/R) setting. Patients & methods: We studied retrospective claims for adult commercial and Medicare Advantage enrollees with ALL receiving InO (n = 29) or Blina (n = 23) from 1 January 2015 to 16 February 2021. Mean per-patient-per-month (PPPM) HCRU and total costs were described and multivariable-adjusted PPPM total all-cause and ALL-related predicted costs were calculated. Results: Mean monthly ALL-related hospitalizations were the same for patients receiving InO and Blina (PPPM = 0.8 stays); however, the length of ALL-related hospital stay was almost twice as long among patients receiving Blina versus InO (ALL-related: InO = 7.6 days; Blina = 14.1 days; p = 0.346). In multivariable models, total ALL-related costs were 43% lower for InO compared with Blina (PPPM costs: InO = $93,767; Blina = $163,470; p = 0.021). Conclusion: In the first R/R setting, patients who used InO had significantly lower all-cause and ALL-related costs compared with patients who used Blina, in part driven by hospitalization patterns.
Subject(s)
Antibodies, Bispecific , Medicare , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Aged , Adult , Humans , United States , Inotuzumab Ozogamicin/therapeutic use , Retrospective Studies , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Health Care CostsABSTRACT
BACKGROUND: Patients with inflammatory bowel disease (IBD) may receive multiple successive biologic treatments in clinical practice; however, data are limited on the comparative effectiveness of biologics and the impact of treatment sequence on outcomes. METHODS: The ROTARY (Real wOrld ouTcomes Across tReatment sequences in inflammatorY bowel disease patients) study was a retrospective, observational cohort study conducted using data from the Optum Clinical Database between January 1, 2012, and February 29, 2020. Adult patients with Crohn's disease (CD) or ulcerative colitis (UC) who received 2 biologics successively were included. Biologic treatment sequences were analyzed descriptively. Cox proportional hazards models, adjusted for baseline demographics and clinical characteristics, were used to estimate the hazard ratio of switching or discontinuation for each first- and second-line biologic compared with first- and second-line adalimumab, respectively. RESULTS: In total, 4648 patients with IBD (CD, n = 3008; UC, n = 1640) were identified. Most patients received tumor necrosis factor α antagonist (anti-TNFα) treatment followed by another anti-TNFα treatment or vedolizumab. Vedolizumab and infliximab had 39.4% and 34.6% lower rates of switching or discontinuation than adalimumab, respectively, as first-line biologics in patients with CD and 30.8% and 34.3% lower rates as first-line biologics in patients with UC, respectively. Vedolizumab, infliximab, and ustekinumab had 47.2%, 40.0%, and 43.5% lower rates of switching or discontinuation than adalimumab, respectively, as second-line biologics in CD and 56.5%, 43.0%, and 45.6% lower rates as second-line biologics in patients with UC, respectively. CONCLUSIONS: Although anti-TNFα treatments were most commonly prescribed, the adjusted rates of discontinuation for adalimumab as both a first- and second-line biologic were higher than for vedolizumab, infliximab, or ustekinumab.
Patients with inflammatory bowel disease are commonly treated with different sequences of biologics. This study shows that patients who receive adalimumab as their first or second biologic treatment either stop or switch to another biologic at a greater rate than those who are treated with vedolizumab, infliximab, and ustekinumab.
ABSTRACT
BACKGROUND: The objective of this study was to test a novel household-based approach to improve late-season influenza vaccine uptake during the 2020-2021 season, using Epic's MyChart patient portal messages and/or interactive voice response telephone calls. METHODS: This study was a non-blinded, quality improvement program using a block randomized design conducted among patients from Reliant Medical Group clinics residing in a traditional household (≥2 individuals clinically active in the Reliant system living at the same address). Households were randomized 1:1:1 into intervention arms: non-tailored communication (messaging based on CDC's seasonal influenza vaccination campaign), tailored communication (comprehensive communication including reinforcement of the importance of influenza vaccination for high-risk individuals), and standard-of-care control. Influenza vaccination during the program was captured via medical records, and the odds of vaccination among communication arms versus the control arm were assessed. A survey assessing influenza vaccination drivers was administered using MyChart. RESULTS: Influenza vaccination increased by 3.3% during the program period, and no significant differences in vaccination were observed in intervention arms relative to the control arm. Study operationalization faced substantial challenges related to the concurrent COVID-19 pandemic. Compared with vaccinated survey respondents, unvaccinated respondents less frequently reported receiving a recommendation for influenza vaccination from their healthcare provider (15.8% vs. 42.3%, p < 0.001) or awareness that vaccination could protect themselves and higher risk contacts (82.3% vs. 92.6%, p < 0.001). CONCLUSIONS: No significant effects of the interventions were observed. Survey results highlighted the importance of healthcare provider recommendations and the need for increased education around the benefits of vaccination.
Subject(s)
COVID-19 , Influenza Vaccines , Influenza, Human , COVID-19/epidemiology , COVID-19/prevention & control , Humans , Influenza, Human/epidemiology , Influenza, Human/prevention & control , Pandemics/prevention & control , Pilot Projects , Seasons , VaccinationABSTRACT
OBJECTIVE: Surveillance for hepatocellular carcinoma (HCC) is known to be underutilized; however, neither the variation of surveillance adherence by cirrhosis etiology nor the patient-side economic burden of surveillance are well understood. To identify potential barriers to HCC surveillance, we assessed utilization patterns and costs among US patients with cirrhosis monitored in routine clinical practice. METHODS: We conducted a retrospective study of insured adult patients with cirrhosis using national administrative claims data from January 2013 through June 2019. Time up-to-date with recommended surveillance, correlates of surveillance receipt, and surveillance-associated costs were assessed during a ≥ 6-month follow-up. RESULTS: Among 15,543 patients with cirrhosis (mean [SD] age 64.0 [11.1] years, 50.7% male), 45.8% and 58.7% had received any abdominal imaging at 6 and 12 months, respectively. Patients were up-to-date with recommended surveillance for only 31% of a median 1.3-year follow-up. Those with viral hepatitis were more likely to receive surveillance than those with other etiologies (hazard ratio [HR] 1.55, 95% CI 1.11-2.17, p = .010 for patients without a baseline gastroenterologist [GI] visit and 2.69, 95% CI 1.77-4.09, p < .001 for patients with a GI visit, relative to those with nonalcoholic fatty liver disease and no GI visit). For all etiologies except NAFLD, the HR (95% CI) for surveillance receipt was higher among patients with vs without a baseline GI visit (alcohol-related, 1.164 [1.002-1.351] vs 0.880 [0.796-0.972]; viral hepatitis, 2.688 [1.765-4.093] vs 1.553 [1.111-2.171]; Other, 0.612 [0.519-0.722] vs 0.549 [0.470-0.641]). Mean total and patient-paid daily surveillance-related costs ranged from $540 and $113, respectively (ultrasound) to $1580 and $300, respectively (magnetic resonance imaging), and mean estimated patient productivity costs were $730-$2514 annually. CONCLUSION: HCC surveillance was underutilized and was lowest among patients with nonviral etiologies and those who had not seen a gastroenterologist. Surveillance-related out-of-pocket expenses and lost productivity were substantial. The development of surveillance strategies that reduce patient burden, such as those using blood-based biomarkers, may help improve surveillance adherence and effectiveness.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis, Viral, Human , Liver Neoplasms , Non-alcoholic Fatty Liver Disease , Adult , Humans , Male , United States/epidemiology , Middle Aged , Female , Carcinoma, Hepatocellular/etiology , Liver Neoplasms/etiology , Retrospective Studies , Liver Cirrhosis/complications , Liver Cirrhosis/epidemiology , Non-alcoholic Fatty Liver Disease/complications , Hepatitis, Viral, Human/complicationsABSTRACT
Suboptimal adherence to guidelines for hepatocellular carcinoma (HCC) surveillance among high-risk patients is a persistent problem with substantial detriment to patient outcomes. While patients cite cost as a barrier to surveillance receipt, the financial burden they experience due to surveillance has not been examined. We conducted a retrospective administrative claims study to assess HCC surveillance use and associated costs in a US cohort of insured patients without cirrhosis but with hepatitis B virus (HBV) infection, monitored in routine clinical practice. Of 6831 patients (1122 on antiviral treatment, 5709 untreated), only 39.3% and 51.3% had received any abdominal imaging after 6 and 12 months, respectively, and patients were up to date with HCC surveillance guidelines for only 28% of the follow-up time. Completion of surveillance was substantially higher at 6 and 12 months among treated patients (51.7% and 69.6%, respectively) compared with untreated patients (36.9% and 47.6%, respectively) (p < 0.001). In adjusted models, treated patients were more likely than untreated patients to receive surveillance (hazard ratio [HR] 1.75, 95% confidence interval [CI] 1.53-2.01, p < 0.001), and the proportion of those up to date with surveillance was 9.7% higher (95% CI 6.26-13.07, p < 0.001). Mean total and patient-paid daily surveillance-related costs ranged from $99 (ultrasound) to $334 (magnetic resonance imaging), and mean annual patient costs due to lost productivity for surveillance-related outpatient visits ranged from $93 (using the federal minimum wage) to $321 (using the Bureau of Labor Statistics wage). Conclusion: Use of current HCC surveillance strategies was low across patients with HBV infection, and surveillance was associated with substantial patient financial burden. These data highlight an urgent need for accessible and easy-to-implement surveillance strategies with sufficient sensitivity and specificity for early HCC detection.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B , Liver Neoplasms , Humans , United States/epidemiology , Carcinoma, Hepatocellular/diagnosis , Liver Neoplasms/diagnosis , Retrospective Studies , Liver Cirrhosis/diagnosis , Hepatitis B/complications , Hepatitis B virusABSTRACT
Importance: In the United States, individuals with HIV infection have been recommended to receive a 2-dose series of the meningococcal A, C, W, Y (MenACWY) vaccine since 2016 owing to their increased risk of meningococcal disease. Objective: To examine uptake and time to receipt of the MenACWY vaccine among people with a new diagnosis of HIV. Design, Setting, and Participants: This cohort study used health insurance data from the US Optum Research Database from January 1, 2016, through March 31, 2018, to retrospectively identify 1208 individuals aged 2 years or older with 1 or more inpatient claim or 2 or more outpatient claims evidencing a new diagnosis of HIV infection and with continuous insurance enrollment for 12 or more months before and 6 or more months after diagnosis. Follow-up was 6 to 33 months. Statistical analysis was conducted from March 7, 2019, to January 5, 2022. Exposure: Receipt of the MenACWY vaccine. Main Outcomes and Measures: The coprimary outcomes were uptake and time to receipt of 1 or more doses of the MenACWY vaccine after a new HIV diagnosis. Secondary outcomes included uptake and time to receipt of 2 or more doses of the MenACWY vaccine. Vaccination uptake and receipt were estimated by Kaplan-Meier analysis; factors associated with receipt of 1 or more doses of the MenACWY vaccine were identified with multivariable Cox proportional hazards regression analysis. Results: Of 1208 individuals eligible for vaccination (1024 male patients [84.8%]; mean [SD] age, 38.8 [12.5] years; 35 [2.9%] Asian; 273 [22.6%] Black; 204 [16.9%] Hispanic; 442 [36.6%] White), 16.3% were estimated to have received a first dose of the MenACWY vaccine in the 2 years after a new HIV diagnosis. Among individuals who received a first dose, at 1 year or more of enrollment after the first dose, 66.2% were estimated to have received a second dose within 1 year of the first dose. Factors statistically significantly associated with uptake of the MenACWY vaccine included receipt of a pneumococcal vaccine (hazard ratio [HR], 23.03; 95% CI, 13.93-38.09), attendance at a well-care visit (HR, 3.67; 95% CI, 1.11-12.12), West or Midwest geographic region (West: HR, 2.24; 95% CI, 1.44-3.47; Midwest: HR, 1.78; 95% CI, 1.16-2.71), and male sex (HR, 2.72; 95% CI, 1.18-6.26), whereas age of 56 years or older was significantly associated with reduced uptake of the MenACWY vaccine (HR, 0.42; 95% CI, 0.18-0.97). Conclusions and Relevance: This cohort study suggests that MenACWY vaccine uptake among people with a new diagnosis of HIV was low, highlighting the need to educate patients and clinicians about the recommendations for conditions such as HIV infection that increase the risk of meningococcal disease among high-risk populations.
Subject(s)
HIV Infections , Meningococcal Infections , Meningococcal Vaccines , Adult , Cohort Studies , Female , HIV Infections/diagnosis , HIV Infections/epidemiology , Humans , Male , Meningococcal Infections/chemically induced , Meningococcal Infections/diagnosis , Meningococcal Infections/prevention & control , Meningococcal Vaccines/adverse effects , Retrospective Studies , United States/epidemiology , VaccinationABSTRACT
Little is known about the impact of real-time continuous glucose monitoring (rtCGM) on diabetes-related medical costs within the type 2 diabetes (T2D) population. A retrospective analysis of administrative claims data from the Optum Research Database was conducted. Changes in diabetes-related health care resource utilization costs were expressed as per-patient-per-month (PPPM) costs. A total of 571 T2D patients (90% insulin treated) met study inclusion criteria. Average PPPM for diabetes-related medical costs decreased by -$424 (95% confidence interval [CI] -$816 to -$31, P = 0.035) after initiating rtCGM. These reductions were driven, in part, by reductions in diabetes-related inpatient medical costs: -$358 (95% CI -$706 to -$10, P = 0.044). Inpatient hospital admissions were reduced on average -0.006 PPPM (P = 0.057) and total hospital days were reduced an average of -0.042 PPPM (P = 0.139). These findings provide real-world evidence that rtCGM use was associated with diabetes-related health care resource utilization cost reductions in patients with T2D.
Subject(s)
Diabetes Mellitus, Type 2 , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Health Care Costs , Humans , Retrospective StudiesABSTRACT
Meningococcal vaccination is recommended for patients with complement component deficiencies (CDs) in the United States. In this retrospective database study, only 4.6% and 2.2% of patients received MenACWY and MenB vaccination, respectively, within 3 years of CD diagnosis. Thus, meningococcal vaccination rates among patients with CDs need to be improved.
Subject(s)
Meningococcal Infections , Meningococcal Vaccines , Primary Immunodeficiency Diseases , Humans , Meningococcal Infections/epidemiology , Meningococcal Infections/prevention & control , Retrospective Studies , United States/epidemiology , Vaccination , Vaccines, ConjugateABSTRACT
The number of osteoporosis-related fractures in the United States is no longer declining. Existing risk-based assessment tools focus on long-term risk. Payers and prescribers need additional tools to identify patients at risk for imminent fracture. We developed and validated a predictive model for secondary osteoporosis fractures in the year following an index fracture using administrative medical and pharmacy claims from the Optum Research Database and Symphony Health, PatientSource. Patients ≥50 years with a case-qualifying fracture identified using a validated claims-based algorithm were included. Logistic regression models were created with binary outcome of a second fracture versus no second fracture within a year of index fracture, with the goal of predicting second fracture occurrence. In the Optum Research Database, 197,104 patients were identified with a case-qualifying fracture (43% commercial, 57% Medicare Advantage). Using Symphony data, 1,852,818 met the inclusion/exclusion criteria. Average patient age was 70.09 (SD = 11.09) and 71.28 (SD = 14.24) years in the Optum Research Database and Symphony data, respectively. With the exception of history of falls (41.26% vs 18.74%) and opioid use (62.80% vs 46.78%), which were both higher in the Optum Research Database, the two populations were mostly comparable. A history of falls and steroid use, which were previously associated with increased fracture risk, continue to play an important role in secondary fractures. Conditions associated with bone health (liver disease), or those requiring medications that impact bone health (respiratory disease), and cardiovascular disease and stroke-which may share etiology or risk factors with osteoporosis fractures-were also predictors of imminent fractures. The model highlights the importance of assessment of patient characteristics beyond bone density, including patient comorbidities and concomitant medications associated with increased fall and fracture risk, in alignment with recently issued clinical guidelines for osteoporosis treatment.
Subject(s)
Osteoporotic Fractures/diagnosis , Osteoporotic Fractures/epidemiology , Accidental Falls , Aged , Aged, 80 and over , Algorithms , Bone Density , Comorbidity , Computer Simulation , Databases, Factual , Female , Humans , Insurance Claim Review , Insurance, Health , Male , Medicare Part C , Middle Aged , Predictive Value of Tests , Probability , Regression Analysis , Retrospective Studies , Risk Assessment , Risk Factors , United StatesABSTRACT
BACKGROUND: Inhaled medications are the mainstay of treatment for chronic obstructive pulmonary disease (COPD). Despite their importance, adherence to these medications is low. Low adherence is linked to increased exacerbation rates, mortality rates, health care utilization, and, ultimately, increased costs. A drug adherence index (DAI) is a predictive modeling tool that identifies patients most likely to change adherence status so that they can be targeted for support programs. Optum has previously developed DAI tools for diabetes, hypertension, and high cholesterol. In this study, a COPD-specific DAI was developed. This DAI tool could be used to better target medication adherence support in patients with COPD, aiming to increase adherence. OBJECTIVES: To develop a COPD-specific DAI using (a) enrollment, medical, and pharmacy variables and (b) only enrollment and pharmacy variables for potential application to pharmacy benefit managers and pharmacy plans. METHODS: This was a retrospective observational study using health care claims among Medicare Advantage with Part D beneficiaries with COPD in the United States. Potential predictors of adherence were measured during a 1-year baseline period. The adherence outcome was measured during a subsequent 1-year at-risk period. Adherence to long-acting bronchodilators was defined as a proportion of days covered (PDC) ≥80%. Nonadherence was defined as a PDC of <80%. Patients were stratified according to their adherence status at baseline, and logistic regression models were developed separately for each set of patients. Separate models were also developed using enrollment, medical, and pharmacy variables (primary objective) or using enrollment and pharmacy variables only (secondary objective). RESULTS: A total of 61,507 patients met all inclusion and exclusion criteria. For the primary objective, at baseline, 31,142 patients were adherent and 30,365 patients were nonadherent. The final DAI model used to predict future nonadherence included 30 covariates, with 7 predictors from medical claims. The validated model c-statistic was 0.752. The final DAI model used to predict future adherence included 29 covariates; only 4 predictors were from medical claims. The validated model c-statistic was 0.691. Findings were similar for the secondary objective using only enrollment and pharmacy variables. CONCLUSIONS: This DAI was developed and validated specifically to predict future adherence status to long-acting bronchodilator medications among patients with COPD. The DAI models performed better for predicting nonadherence than predicting adherence. Both organizations with medical and pharmacy data and organizations with only pharmacy data could utilize the DAI tool to target patients for adherence programs, as results were similar with and without the use of medical variables. DISCLOSURES: This study was sponsored and funded by GlaxoSmithKline (HO-16-17938). The study sponsor participated in the conception and design of the study, analysis and interpretation of the data, and drafting and critical revision of the report and approved submission of the manuscript. All authors had access to the results of the analyses, reviewed and edited the manuscript, approved the final draft, and were involved in the decision to submit the manuscript for publication. The data contained in the Optum database contain proprietary elements owned by Optum and, therefore, cannot be broadly disclosed or made publicly available at this time. The disclosure of these data to third parties assumes certain data security and privacy protocols are in place and that the third party has executed a license agreement that includes restrictive agreements governing the use of the data. Bengtson, Buikema, and Bankcroft are employees at Optum, and Schilling is a former employee of Optum; their employment was not contingent on this work. Optum was funded by GlaxoSmithKline to conduct the study. Stanford was an employee of GlaxoSmithKline at the time of this study and holds stock in GlaxoSmithKline.
Subject(s)
Administrative Claims, Healthcare/statistics & numerical data , Bronchodilator Agents/therapeutic use , Medication Adherence/statistics & numerical data , Pulmonary Disease, Chronic Obstructive/drug therapy , Adult , Aged , Aged, 80 and over , Female , Humans , Logistic Models , Male , Medicare Part C/statistics & numerical data , Middle Aged , Pharmaceutical Services/statistics & numerical data , Retrospective Studies , Risk Assessment/methods , United StatesABSTRACT
Understanding the health care system's ability to move patients through the hepatitis C virus (HCV) care cascade from screening to treatment is essential for HCV elimination. This retrospective study describes real-world HCV screening rates and care cascade steps to identify gaps in care for patients with HCV in the United States. Eligible patients were aged ≥18 years as of the measurement year (calendar year between January 1, 2010-December 31, 2016) and were commercial and Medicare Advantage with Part D members in the Optum Research database with continuous health plan enrollment 5 years prior to and during the measurement year. Incident and prevalent screening rates were calculated for each measurement year. Care cascade steps were analyzed via Kaplan-Meier analysis and logistic regression among patients with a positive HCV ribonucleic acid test. Cohorts were selected based on birth year (pre-1945 birth cohort, 1945-1965 birth cohort, post-1965 birth cohort). Among the 1945-1965 birth cohort, incident and prevalent screening rates increased from 1.6% to 4.7% and 10% to 18%, respectively, from 2010 to 2016. The proportion of patients attaining each independent cascade step within 1 year of screening increased significantly over time for genotype testing (P = 0.0283) and receipt of treatment (P < 0.0001). Median time from screening to treatment decreased from 1627 days (95% CI 1335-1871) in 2010 to 282 days (95% CI 223-498) in 2015. HCV screening and completion of the care cascade has improved for certain patient populations; however, gaps remain, highlighting the urgent need to address barriers to meeting HCV elimination goals.
Subject(s)
Hepatitis C , Medicare , Adolescent , Adult , Aged , Hepacivirus , Hepatitis C/diagnosis , Hepatitis C/epidemiology , Humans , Mass Screening , Retrospective Studies , United States/epidemiologyABSTRACT
BACKGROUND: Patients with asplenia are recommended to receive meningococcal ACWY (MenACWY) and B (MenB) vaccines in the United States (US). OBJECTIVES: To examine uptake and time to receipt of meningococcal vaccines in newly diagnosed asplenia patients, and identify factors associated with vaccination. METHODS: For this retrospective database analysis, patients were identified from 1/1/2010 (MenACWY) or 1/1/2015 (MenB) through 3/31/2018 from an administrative claims database including commercially insured US patients with ≥1 inpatient or ≥2 outpatient claims with evidence of a new asplenia diagnosis (sickle cell disease was excluded); continuous enrollment for ≥12 months before and ≥6 months after the index date; and age ≥2 (MenACWY) or ≥10 (MenB) years. Co-primary outcomes were uptake and time to receipt of ≥1 dose, separately for MenACWY and MenB, by Kaplan-Meier analysis. Cox proportional hazards regression models were used to identify characteristics associated with vaccination. RESULTS: Among 2,273 and 741 patients eligible for the MenACWY and MenB analyses, respectively, 28.1% and 9.7% received MenACWY and MenB in the first 3 years after a new asplenia diagnosis. Patients were more likely to receive meningococcal vaccines if they had received pneumococcal vaccines (MenACWY: hazard ratio [HR] 26.02; 95% confidence interval [CI] 21.01-32.22; MenB: HR 3.89; 95% CI 2.07-7.29) or attended ≥1 well-care visit (MenACWY: HR 6.63; 95% CI 4.84-9.09; MenB: HR 11.17; 95% CI 3.02-41.26). CONCLUSIONS: Meningococcal vaccination rates among newly diagnosed asplenia patients were low, highlighting the need to educate providers about the recommendations for high-risk conditions and ensure healthcare access for vulnerable patients.
Subject(s)
Meningococcal Infections , Meningococcal Vaccines , Neisseria meningitidis , Child , Humans , Meningococcal Infections/diagnosis , Meningococcal Infections/epidemiology , Meningococcal Infections/prevention & control , Retrospective Studies , United States , Vaccination , Vaccines, ConjugateABSTRACT
Background: In controlled clinical studies, mepolizumab has been shown to reduce exacerbation rates and the use of oral corticosteroids as well as improve asthma control and health-related quality of life compared with placebo in patients with severe eosinophilic asthma. However, real-world data on the impact of mepolizumab on clinical outcomes are limited. Objective: To evaluate the effect of mepolizumab on asthma exacerbations and asthma exacerbation-related costs in patients with severe asthma in U.S. clinical practice. Methods: This retrospective cohort study used U.S. administrative claims data from patients ages ≥12 years and with severe asthma at mepolizumab treatment initiation (index date; identification period, January 2015-June 2017) who had received two or more mepolizumab administrations within 180 days of the index date and had no evidence of treatment with another asthma biologic. The exacerbation rate and exacerbation-related costs were assessed in both the 12 months before mepolizumab initiation (baseline period) and the following 12 months (follow-up period). A clinical trial-like cohort was identified, defined as patients with two or more baseline exacerbations and ≥10 administrations during follow-up. Results: A total of 201 patients were included in the overall population and 74 patients in the clinical trial-like cohort. Mepolizumab significantly reduced the exacerbation rate between the baseline and follow-up periods in both the overall population and the clinical trial-like cohort (p < 0.001), which corresponded to 33.6% and 48.6% reductions, respectively. The rate of exacerbations in patients who required hospitalization between the baseline and follow-up periods was also reduced by 35.3% (p = 0.080) and 68.2% (p = 0.015) in the overall population and in the clinical trial-like cohort, respectively. Cost data were inconclusive. Conclusion: This study, which used real-world data, demonstrated that mepolizumab is associated with reductions in asthma exacerbations, in line with the findings from controlled clinical studies. These results provided further evidence of the effectiveness of mepolizumab in a real-world setting.
Subject(s)
Anti-Asthmatic Agents/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , Asthma/drug therapy , Adult , Aged , Asthma/economics , Cohort Studies , Costs and Cost Analysis , Databases, Factual , Disease Progression , Female , Follow-Up Studies , Hospitalization , Humans , Insurance Claim Review , Male , Middle Aged , Retrospective Studies , Severity of Illness Index , Treatment Outcome , United States/epidemiologyABSTRACT
INTRODUCTION: To reduce health care costs and improve care, payers and physician groups are switching to quality-based and episodic or bundled-care models. Disease progression and associated costs may affect these models, particularly if such programs do not account for differences in disease severity and progression risk within the cohort. This study estimated the incremental cost of disease progression in patients diagnosed with chronic lymphoid leukemia (CLL), acute myeloid leukemia (AML), and non-Hodgkin's lymphoma (NHL) and compared costs among patients with and without progression. METHODS: This was a retrospective study using U.S. administrative claims data from commercial and Medicare Advantage health care enrollees with evidence of CLL, AML, and NHL and systemic antineoplastic agent use from July 1, 2006 to August 31, 2014. Outcome measures included disease progression, 12-month health care costs, and 3-year cumulative predictive health care costs. RESULTS: Of 1,056 patients with CLL, 514 patients with AML, and 7,601 patients with NHL, 31.1% of patients with CLL, 63.8% of those with AML, and 36.9% of those with NHL had evidence of disease progression. Among patients with CLL and NHL, adjusted and unadjusted health care costs were significantly higher among progressors versus nonprogressors. Per-patient-per-month costs, accounting for variable follow-up time, were almost twice as high among progressors versus nonprogressors in patients with CLL, AML, and NHL. In each of the three cancer types, the longer disease progression was delayed, the lower the health care costs. CONCLUSION: Progression of CLL, AML, and NHL was associated with higher health care costs over a 12-month period. Delaying cancer progression resulted in a substantial cost reduction in patients with all three cancer types. IMPLICATIONS FOR PRACTICE: Data on the rates and incremental health care costs of disease progression in patients with hematologic malignancies are lacking. This study estimated the incremental costs of disease progression in patients diagnosed with chronic lymphocytic leukemia, acute myeloid leukemia, and non-Hodgkin's lymphoma and compared health care costs in patients with and without evidence of disease progression in a real-world population. The data obtained in this study will assist future studies in quantifying the cost impact of decreased progression rates and will inform payers and physician groups about setting rates for episode and bundled payment programs.
Subject(s)
Health Care Costs , Leukemia, Lymphocytic, Chronic, B-Cell/economics , Leukemia, Myeloid, Acute/economics , Lymphoma, Non-Hodgkin/economics , Aged , Antineoplastic Agents/economics , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/economics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Disease Progression , Drug Costs , Female , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/epidemiology , Leukemia, Myeloid, Acute/epidemiology , Lymphoma, Non-Hodgkin/epidemiology , Male , Medicare , Middle Aged , Retrospective Studies , United States/epidemiologyABSTRACT
INTRODUCTION: To reduce health care costs and improve care, payers and physician groups are piloting value-based and episodic or bundled-care payment models in oncology. Disease progression and associated costs may affect these models, particularly if such programs do not account for disease severity and progression risk across patient populations. This study estimated the incremental cost of disease progression in patients diagnosed with metastatic breast cancer (mBC), colorectal cancer (mCRC) and lung cancer (mLC) and compared costs among patients with and without progression. METHODS: This was a retrospective study using U.S. administrative claims data from commercial and Medicare Advantage health care enrollees with evidence of mBC, mCRC, and mLC and systemic antineoplastic agent use from July 1, 2006, to August 31, 2014. Outcome measures included disease progression, 12-month health care costs, and 3-year cumulative predictive health care costs. RESULTS: Of 5,709 patients with mBC, 3,707 patients with mCRC, and 5,201 patients with mLC, 56.8% of patients with mBC, 58.1% of those with mCRC, and 80.3% of those with mLC patients had evidence of disease progression over 12 months. Among patients with mBC and mCRC, adjusted and unadjusted health care costs were significantly higher among progressors versus nonprogressors. Per-patient-per-month costs, which accounted for variable follow-up time, were almost twice as high among progressors versus nonprogressors in patients with mBC, mCRC, and mLC. In each of the three cancer types, delays in progression were associated with lower health care costs. CONCLUSION: Progression of mLC, mBC, and mCRC was associated with higher health care costs over a 12-month period. Delayed cancer progression was associated with substantial cost reductions in patients with each of the three cancer types. IMPLICATIONS FOR PRACTICE: Data on the rates and incremental health care costs of disease progression in patients with solid tumor cancers are lacking. This study estimated the incremental costs of disease progression in patients diagnosed with lung cancer, breast cancer, and colorectal cancer and compared health care costs in patients with and without evidence of disease progression in a real-world population. The data obtained in our study quantify the economic value of delaying or preventing disease progression and may inform payers and physician groups about value-based payment programs.
Subject(s)
Breast Neoplasms/economics , Colorectal Neoplasms/economics , Lung Neoplasms/economics , Models, Economic , Aged , Antineoplastic Agents/economics , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/economics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/drug therapy , Breast Neoplasms/epidemiology , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/epidemiology , Disease Progression , Drug Costs , Female , Health Care Costs , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/epidemiology , Male , Medicare/economics , Middle Aged , Neoplasm Metastasis , United States/epidemiologyABSTRACT
This study aimed to validate an algorithm developed to identify chronic thromboembolic pulmonary hypertension (CTEPH) among patients with a history of pulmonary embolism. Validation was halted because too few patients had gold-standard evidence of CTEPH in the administrative claims/electronic health records database, suggesting that CTEPH is underdiagnosed.