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OBJECTIVE: Despite the beneficial effects of DOACs, suboptimal adherence is widely documented, and real-world adherence is lower than in clinical trials. The objective of this study is to compare the cost-effectiveness of apixaban versus rivaroxaban for stroke prevention by incorporating real-world adherence from the US payer's perspective. METHODS: We developed a Markov model with three health states to evaluate the total costs and quality-adjusted life years (QALY) at a willingness to pay threshold of $100,000. The population was a hypothetical cohort of 65-year-old patients with moderate to high stroke risk. The transition probabilities of healthy adherent, nonadherent, and stroke were obtained from a Medicare Advantage Plan. The utilities and costs were obtained from prior clinical studies. Deterministic and probabilistic sensitivity analyses were conducted. RESULTS: Apixaban was cost-effective than rivaroxaban at a willingness to pay threshold of $100,000. Apixaban yielded an additional 0.12 QALYs at a cost of $1904.39, resulting in an incremental cost-effectiveness ratio (ICER) of $16,279.25 per QALY gained. The Monte Carlo simulations indicated that apixaban was cost-effective at 89.67% of simulations. The ICER results were impacted by the medical costs among nonadherent patients. CONCLUSION: After incorporating adherence, apixaban 5 mg was a cost-effective alternative to rivaroxaban 20 mg for stroke prevention among elderly atrial fibrillation (AF) patients.
Due to the improved safety and efficacy profile, DOACs are preferred over warfarin for stroke prevention in AF patients. Suboptimal adherence to DOACs is commonly reported in real-world settings, leading to poorer patient outcomes. Prior pharmacoeconomic analyses have not incorporated real-world adherence data. The findings suggest that apixaban 5 mg is a cost-effective alternative to rivaroxaban 20 mg for stroke prevention. Apixaban was identified as the cost-effective option compared with rivaroxaban for stroke prevention among elderly AF patients after incorporating adherence data in the cost-effectiveness analysis. Healthcare decision-makers can utilize the findings of this study to inform formulary decisions and treatment guidelines.
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BACKGROUND: Suboptimal adherence to direct oral anticoagulants (DOACs) among atrial fibrillation (AF) patients remains currently a major concern due to the increased risk of cardiac and thromboembolic events. AIM: To identify longitudinal distinct trajectories of DOAC adherence and sociodemographic and clinical factors associated with each trajectory. METHOD: Patients with AF who were prescribed with DOAC from July 2016-December 2017 were identified among patients enrolled in the Medicare Advantage Plan. Patients were followed up for a year after the index date to calculate the monthly proportion of days covered (PDC). The monthly PDC was incorporated into the logistic group-based trajectory model to evaluate distinct patterns of adherence. A multinomial regression model was carried out to assess various predictors associated with each trajectory. Sub-group analysis was conducted among incident DOAC users. RESULTS: Total of 1969 patients with AF, four distinct trajectories of adherence were selected: adherent 36.8%, gaps in adherence 9.3%, gradual decline in adherence 29.7%, and rapid decline in adherence 24.2%. Significant predictors associated with suboptimal adherence trajectories were age (75 years or older), gender (male vs female), low-income subsidy health plan, prevalent users, and presence of comorbidities. Among 933 incident users, three adherence trajectories were identified: adherent trajectory (31.8%), rapid decline in adherence (32.5%), and gradual decline in adherence (35.6%). The significant predictors among incident users were gender (male vs female), low-income subsidy health plan, HAS-BLED score ≥ 2, and presence of coronary artery disease. CONCLUSION: Adherence to DOACs was suboptimal among the total population and incident users.
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OBJECTIVE: To evaluate the prevalence of stone disease and procedure trends among US commercial and Medicare populations. METHODS: Retrospective analyses for a US commercial population and Medicare population were conducted using the Merative MarketScan Commercial Database and Medicare Standard Analytic File (5% sample), respectively. Patients aged 18+ were included if they had an encounter in any setting with a primary stone diagnosis or stone procedure (ureteroscopy [URS], percutaneous nephrolithotomy (PCNL), or shockwave lithotripsy [SWL]) between 2011 and 2019. Analyses were conducted at the patient level. RESULTS: Over the study time horizon, the prevalence of stone disease showed a small yet statistically significant decrease in the commercial population (1.04%-1.01%; P.ß<.ß0.0001) and a statistically significant increase in the Medicare population (1.84%-2.34%; P.ß<.ß0.0001). URS.ßprocedure volumes increased by 22.6% (P.ß<.ß0.0001) in the commercial population and by 56.6% (P.ß<.ß0.0001) in the Medicare population over the study period. Similarly, PCNL.ßprocedure volumes increased by 17.4% (P.ß<.ß0.0001) in the commercial population and 27.5% (P.ß<.ß0.0001) in the Medicare population. Procedure volumes for SWL decreased by 26.9% in the commercial population (P.ß<.ß0.0001) and by 3.8% in the Medicare population although the results were not statistically significant. CONCLUSION: The prevalence of stone disease showed a small decrease in the US commercial population and an increase in the Medicare population over the study time horizon. In both populations, increasing procedure volumes were observed for URS and PCNL while decreasing volumes were observed for SWL.
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Cálculos Renais , Litotripsia , Humanos , Idoso , Estados Unidos/epidemiologia , Estudos Retrospectivos , Prevalência , Medicare , Litotripsia/métodos , Cálculos Renais/epidemiologia , Cálculos Renais/cirurgia , Ureteroscopia/métodos , Resultado do TratamentoRESUMO
OBJECTIVE: To determine 30-day inpatient mortality, intensive care unit (ICU) admissions, inpatient admissions/readmissions, and yearly trends in sepsis prevalence and inpatient mortality after ureteroscopy (URS) in employed adults. MATERIALS AND METHODS: We performed a retrospective analysis of the IBM MarketScan Commercial Database to identify employed adults aged 18-64 years who underwent URS between 2015 and 2019. Patients were categorized as having no sepsis (controls), non-severe sepsis, or severe sepsis within 30 days of URS. The main outcomes included inpatient mortality, ICU admissions, inpatient admissions, readmissions, and annual rates of sepsis and associated inpatient mortality. RESULTS: Among 109 496 patients undergoing URS, 5.6% developed sepsis (4.1% non-severe, 1.5% severe). The 30-day inpatient mortality rates were 0.03%, 0.3% and 2.5% for controls, non-severe sepsis and severe sepsis, respectively (P < 0.001). In a multivariable analysis, diagnosis of sepsis regardless of severity (hazard ratio [HR] 17.2, 95% confidence interval [CI] 10.5-28.1; P < 0.001) or severe sepsis (HR 49.5, 95% CI 28.9-84.7; P < 0.001) increased the risk of 30-day inpatient mortality compared to no sepsis (controls). ICU admissions on the day of procedure (1.5%, 19.8% and 52.4%), inpatient admission rates (18.3%, 74.9% and 76.9%) and readmission rates (7.1%, 12.0% and 15.9%) were higher with severe sepsis and non-severe sepsis vs controls (all P < 0.001). During the study period, the prevalence of sepsis after URS increased from 4.7% to 6.6% (P < 0.001), while the associated mortality rate decreased from 0.7% to 0.2% (P < 0.001). CONCLUSION: Among working adults aged 18-64 years, sepsis after URS increases the risk of 30-day inpatient mortality, ICU and hospital admission, and hospital readmission. Although the prevalence of sepsis after URS is increasing over time, associated mortality rates are declining. Urologists should be aware of the potentially deadly consequences of sepsis after URS in younger patients.
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Sepse , Ureteroscopia , Humanos , Adulto , Ureteroscopia/efeitos adversos , Ureteroscopia/métodos , Estudos Retrospectivos , Prevalência , Sepse/epidemiologia , Mortalidade Hospitalar , HospitaisRESUMO
Purpose: The relationship between ureteral stent duration before percutaneous nephrolithotomy (PCNL) and infectious complications, admissions, imaging, and medical costs was evaluated. Materials and Methods: Patients who underwent PCNL within 6 months of ureteral stent placement were identified from commercial claims, categorized by time to treatment (0-30, 31-60, and >60 days), and followed 1-month post-PCNL. The effect of delayed treatment on inpatient admissions, infectious complications (pyelonephritis/sepsis), and imaging utilization was evaluated with logistic regression. A generalized linear model evaluated the effect of delayed treatment on medical costs. Results: Among 564 patients with PCNL and meeting the inclusion criteria (mean age 50; 55% female; 45% from South), mean (standard deviation) time to surgery was 48.8 (41.8) days. Less than half (44.3%; n = 250) underwent PCNL within 30 days of ureteral stent placement, 27.0% (n = 152) between 31 and 60 days, and 28.7% (n = 162) >60 days. Time to PCNL was significantly associated with inpatient admissions (>60 vs ≤30 days odds ratio [OR] 1.97, 95% confidence interval [CI] 1.29-3.01, p = 0.0016), infectious complications (>60 vs ≤30 days OR 2.43, 95% CI 1.55-3.81, p = 0.0001), imaging utilization (31-60 vs ≤30 days OR 1.56, 95% CI 1.02-2.38, p = 0.0383; >60 vs ≤30 days OR 2.01, 95% CI 1.31-3.06, p = 0.0012), and medical costs (31-60 vs ≤30 days OR 1.27, 95% CI 1.08-1.49, p = 0.0048; >60 vs ≤30 days OR 1.46, 95% CI 1.24-1.71, p < 0.0001). Conclusions: Compared with PCNL within 30 days, patients undergoing PCNL >30 days after ureteral stent placement had increased likelihood of infectious complications, resource use, and medical costs. These results may inform health care resource utilization and PCNL prioritization.
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Cálculos Renais , Nefrolitotomia Percutânea , Nefrostomia Percutânea , Ureter , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Nefrolitotomia Percutânea/efeitos adversos , Nefrolitotomia Percutânea/métodos , Nefrostomia Percutânea/métodos , Ureter/cirurgia , Cálculos Renais/cirurgia , Stents/efeitos adversos , Atenção à Saúde , Resultado do TratamentoRESUMO
Purpose: To evaluate the effects of ureteral stent duration before ureteroscopy (URS) or extracorporeal shockwave lithotripsy (SWL) on infectious complications, health care resource utilization (HCRU), and costs. Materials and Methods: Patients who underwent URS/SWL within 6months of ureteral stent placement were identified from commercial claims, categorized by time from stent placement to URS (0-15, 16-30, 31-60, and >60 days) or SWL (0-15, 16-30, and >30 days), and followed 1-month postprocedure. The relationship between ureteral stent duration and emergency department (ED) visits, inpatient admissions, infectious complications (pyelonephritis/sepsis), imaging, and costs was evaluated. Results: Mean time to URS (n = 9276 patients) was 21.3 ± 24.4 days and SWL (n = 4689 patients) was 19.0 ± 24.8 days. Compared with patients who underwent URS within 15 days of ureteral stent placement, URS 31 to 60 days after ureteral stent placement was significantly associated with inpatient admissions (odds ratio [OR] 2.56, 95% confidence interval [CI] 2.03-3.22); infectious complications (OR 2.82, 95% CI 2.09-3.81); imaging (OR 2.12, 95% CI 1.82-2.46); and medical costs (OR 1.49, 95% CI 1.40-1.58). Compared with patients who underwent SWL within 15 days of ureteral stent placement, SWL more than 30 days after ureteral stent placement was significantly associated with ED visits (OR 1.79, 95% CI 1.37-2.34); inpatient admissions (OR 3.34, 95% CI 2.38-4.69); infectious complications (OR 3.54, 95% CI 2.20-5.70); imaging (OR 2.65, 95% CI 2.23-3.15); and medical costs (OR 1.45, 95% CI 1.36-1.54). Conclusions: URS or SWL >30 days after ureteral stent placement increased the likelihood of infectious complications, HCRU, and medical costs.
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Litotripsia , Cálculos Ureterais , Humanos , Ureteroscopia/efeitos adversos , Ureteroscopia/métodos , Cálculos Ureterais/cirurgia , Resultado do Tratamento , Litotripsia/métodos , Stents/efeitos adversosRESUMO
BACKGROUND: Poor adherence to oral anticoagulants is a significant problem in atrial fibrillation (AF) patients with comorbidities as it increases the risk for cardiac and thromboembolic events. AIM: The primary objective was to evaluate adherence to direct oral anticoagulants (DOACs) or warfarin using group-based trajectory modeling (GBTM). The secondary objective was to identify the predictors of adherence to oral anticoagulants. Finally, to report the drug interactions with DOACs/warfarin. METHOD: This retrospective study was conducted among continuously enrolled Medicare Advantage Plan members from January 2016-December 2019. AF patients with comorbid hypertension, diabetes and hyperlipidemia using warfarin/DOACs were included. Monthly adherence to DOAC/warfarin was measured using proportion of days covered (PDC) and then modeled in a logistic GBTM to identify the distinct patterns of adherence. Logistic regression model was conducted to identify the predictors of adherence to oral anticoagulants adjusting for all baseline characteristics. Concomitant use of DOACs/warfarin with CYP3A4,P-gp inhibitors were measured. RESULTS: Among 317 patients, 137 (43.2%) and 79 (24.9%) were DOAC, and warfarin users, respectively. The adherence trajectory model for DOACs included gradual decline (40.4%), adherent (38.8%), and rapid decline (20.8%). The adherence trajectories for warfarin adherence included gradual decline (8.9%), adherent (59.4%), and gaps in adherence (21.7%). Predictors of adherence included type of oral anticoagulant, stroke risk score, low-income subsidy, and baseline PDC. CYP3A4,P-gp drugs were co-administered with DOACs /warfarin resulting in adverse events. CONCLUSION: Adherence to oral anticoagulants is suboptimal. Interventions tailored according to past adherence trajectories may be effective in improving patient's adherence.
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Anticoagulantes , Fibrilação Atrial , Adesão à Medicação , Acidente Vascular Cerebral , Administração Oral , Idoso , Anticoagulantes/administração & dosagem , Fibrilação Atrial/complicações , Fibrilação Atrial/tratamento farmacológico , Fibrilação Atrial/epidemiologia , Citocromo P-450 CYP3A , Inibidores do Citocromo P-450 CYP3A/administração & dosagem , Humanos , Medicare , Adesão à Medicação/estatística & dados numéricos , Estudos Retrospectivos , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/prevenção & controle , Resultado do Tratamento , Estados Unidos , Varfarina/administração & dosagemRESUMO
Purpose: To investigate the incidence, predictive factors, and health care utilization of sepsis post-ureteroscopy (URS) in patients enrolled in commercial insurance plans. Materials and Methods: A retrospective claims analysis was conducted using the IBM® MarketScan® commercial database. Patients ≥18 years were included if they had URS between January 2015 and October 2019 and developed sepsis within 30 days of URS. Multivariate logistic regression was used to identify various clinical and demographic predictors of sepsis post-URS. All-cause health care utilization (i.e., inpatient admissions and intensive care unit [ICU] stays) and all-cause health care costs up to 1 month post-septic event were measured. Results: Among the 104,100 URS patients meeting the inclusion criteria, 5.5% developed sepsis. Patients with diabetes (odds ratio [OR] = 1.52; p < 0.0001), older age (age 55-64 vs 18-34; OR = 1.35; p < 0.0001), baseline sepsis (OR = 3.51; p < 0.0001), baseline inpatient visits (OR = 1.17; p = 0.0012), and higher Elixhauser comorbidity scores (OR = 1.09; p < 0.0001) had a significantly higher likelihood of developing sepsis post-URS. In septic patients, 94.8% required inpatient care and 35% were admitted to the ICU. Mean hospital stay for septic patients was 6.86 days. Average all-cause health care cost per patient at 1 month in the septic cohort was $49,625 vs $17,782 in the nonseptic cohort indicating an incremental all-cause cost of $31,843 (p < 0.0001). Conclusions: A total of 5.5% of commercially insured patients undergoing URS developed sepsis post-URS. Diabetes, older age, baseline sepsis, baseline inpatient visit, and higher comorbidity score were all found to be independent predictors of post-URS sepsis. Patients with sepsis post-URS had higher health care utilization and costs indicating that sepsis is both a significant clinical and economic event.
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Sepse , Ureteroscopia , Humanos , Pessoa de Meia-Idade , Estudos Retrospectivos , Atenção à Saúde , Custos de Cuidados de Saúde , Aceitação pelo Paciente de Cuidados de Saúde , Sepse/etiologiaRESUMO
PURPOSE: Medication adherence to concomitant oral antidiabetics, statins, and renin-angiotensin system (RAS) antagonists (triple therapy) is vital to manage glycated hemoglobin (A1C) and low-density lipoprotein cholesterol (LDL-C) control among patients with comorbid diabetes, hyperlipidemia, and hypertension. The objective of the current study was to evaluate the association between adherence to concomitant triple therapy and A1C as well as LDL-C outcomes, among elderly patients using marginal structural modeling. METHODS: A retrospective cohort study with patients on concurrent triple therapy was conducted using a Texas Medicare Advantage database from January 2016 until December 2019. Medication adherence to concurrent triple therapy was measured every 6 months using proportion of days covered (PDC) to determine the different adherence groups. A1C and LDL-C control was also measured every 6 months. A marginal structural model controlling for baseline covariates and time-varying confounders affected by prior adherence was conducted to evaluate the association between adherence to concomitant triple therapy and A1C and LDL-C control. RESULTS: The LDL-C cohort was comprised of 4803 patients and the A1C cohort was comprised of 5314 patients on triple therapy. Patients who were adherent to triple therapy [odds ratio(OR):1.84, 95% confidence interval (CI): 1.62-2.10] and adherent to double therapy (OR:1.42, 95% CI: 1.24-1.62) were more likely to have their LDL-C in control as compared to patient's adherent to monotherapy/none. Similarly, patients who were adherent to triple therapy (OR:1.30, 95% CI: 1.11-1.52) and adherent to double therapy (OR:1.32, 95% CI: 1.12-1.55) were more likely to have their A1C in control as compared to patient's adherent to monotherapy/none. CONCLUSION: The current study demonstrated the beneficial effects of adherence to concurrent oral antidiabetics, statins, and RAS antagonists among elderly patients in a real-world setting.
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Diabetes Mellitus , Inibidores de Hidroximetilglutaril-CoA Redutases , Hiperlipidemias , Hipertensão , Idoso , LDL-Colesterol , Diabetes Mellitus/tratamento farmacológico , Hemoglobinas Glicadas/análise , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Hiperlipidemias/tratamento farmacológico , Hiperlipidemias/epidemiologia , Hipertensão/tratamento farmacológico , Hipertensão/epidemiologia , Hipoglicemiantes/uso terapêutico , Medicare , Adesão à Medicação , Estudos Retrospectivos , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: Diabetes, hypertension, and hyperlipidemia have been identified as common modifiable risk factors of cardiovascular disease, frequently occurring together, especially among older people. Medication adherence to concomitant triple therapy is of vital importance among this population. OBJECTIVES: The objective of the current study was to examine adherence to concurrent oral antidiabetics, renin-angiotensin system antagonists, and statins (triple therapy) among older patients and further evaluate the predictors associated with adherence to concurrent triple therapy among older patients. METHODS: Patients on concurrent triple therapy were identified using a Texas Medicare Advantage dataset. Patients had to have an overlap of 30 days of triple therapy and a second prescription of each component of triple therapy within the identification period. Medication adherence was measured using Proportion of Days Covered during the 1-year follow-up period to determine different adherence groups. A multinomial logistic regression was further conducted to determine various demographic and clinical factors associated with each adherence group. RESULTS: The final patient cohort comprised 7847 patients. Of these, 68.05% were adherent to triple therapy, 21.43% were adherent to double therapy, and 10.51% were adherent to monotherapy or none. Compared with the triple therapy adherent group, females had a higher likelihood of being in the triple therapy nonadherent groups, while a refill of 90 days or more and prevalent use of triple therapy was associated with a lower likelihood of being in the triple therapy nonadherent groups. Finally, predictors associated with the adherent to monotherapy or none group included older age and a higher number of total other medications. CONCLUSION: Adherence to triple therapy among older patients was 68.05%, and several demographic and clinical factors were associated with the different adherence groups.
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Diabetes Mellitus , Hiperlipidemias , Hipertensão , Idoso , Diabetes Mellitus/tratamento farmacológico , Diabetes Mellitus/epidemiologia , Feminino , Humanos , Hiperlipidemias/tratamento farmacológico , Hipertensão/tratamento farmacológico , Medicare , Adesão à Medicação , Estudos Retrospectivos , Estados UnidosRESUMO
BACKGROUND: Statins are one of the most frequently prescribed medications in the United States. Despite well-documented benefits in managing hyperlipidemia and reducing cardiovascular risks, statin adherence remains suboptimal. Several effective interventions have been implemented to improve adherence to statins. However, identifying patients who are at risk for developing poor medication adherence at the time of treatment initiation could assist in planning early targeted interventions. Studies have suggested that previous adherence to chronic medications is a strong predictor of future adherence to newly initiated medications. OBJECTIVE: To investigate patients' adherence to newly initiated statins by measuring previous adherence to angiotensin-converting enzyme inhibitors (ACEIs), angiotensin II receptor blockers (ARBs), and oral antidiabetic drugs (OADs). METHODS: A retrospective cohort study was conducted using administrative claims data from January 2016 to May 2018. New statin initiators were identified and included in the study if they were continuously enrolled in the health plan and had at least 1 prescription for ACEIs, ARBs, or OADs 1 year before statin initiation (pre-index period). Baseline adherence to ACEIs/ARBs, OADs, or both was calculated during a 1-year pre-index period using proportion of days covered (PDC) and defined as PDC ≥ 0.80. Adherence to statins was assessed 1 year after statin initiation and was the primary outcome, with a PDC ≥ 0.80 considered as adherent. Patient demographics were measured during the pre-index period. Multivariable logistic regression was conducted for each cohort separately to determine an association between baseline adherence and future statin adherence controlling for various demographic and clinical characteristics. RESULTS: 1,223 ACEI/ARB users, 714 OAD users, and 452 concomitant ACEI/ARB and OAD users were identified. In the regression model, adherence to baseline medications was significantly associated with 1-year adherence to statins (ACEI/ARB users: OR = 1.75, 95% CI = 1.37-2.25; OAD users: OR = 2.02, 95% CI = 1.46-2.79; concomitant ACEI/ARB and OAD users: OR = 1.73, 95% CI = 1.16-2.58). CONCLUSIONS: Past adherence to baseline medications may predict future adherence to newly initiated statins. Identifying patients likely to become nonadherent during treatment initiation could enable health care providers in recognizing individuals at risk of nonadherence and intervene earlier to enhance future adherence. DISCLOSURES: No funding was received for this study. Abughosh reports grants from Regeneron-Sanofi, BMS-Pfizer, and Valeant, unrelated to this work. Majd, Mohan, and Paranjpe have nothing to disclose.
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Demandas Administrativas em Assistência à Saúde/estatística & dados numéricos , Doenças Cardiovasculares/prevenção & controle , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Hiperlipidemias/tratamento farmacológico , Adesão à Medicação/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Antagonistas de Receptores de Angiotensina/uso terapêutico , Inibidores da Enzima Conversora de Angiotensina/uso terapêutico , Feminino , Previsões/métodos , Humanos , Hipoglicemiantes/uso terapêutico , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados UnidosRESUMO
OBJECTIVE: To assess the cost-effectiveness of single pill fixed dose triple combination therapy vs. free triple combination therapy for the prevention of cardiovascular events among patients with hypertension. METHODS: A Markov model with a five year cycle was constructed. Two decision models incorporating strict and more relaxed adherence definitions estimated quality adjusted life years (QALYs) and health-care costs for single pill fixed triple combination therapy vs. free-drug combination therapy. RESULTS: When the strict adherence measurement criteria were applied, the total QALYs loss and cost/patient were 6.38 QALYs, $486,026.20 for the single pill triple combination therapy and 8.64 QALYs, $406,405.26 for the free combination therapy. ICER for single pill combination therapy compared to free combination therapy was 33,826.46/QALY. When the relaxed adherence measurement criteria were applied, the total QALYs loss and cost/patient were 8.09 QALYs, $493,404.26 for the single pill triple combination therapy and 8.76 QALYs, $436,415.14 for the free combination therapy. ICER for single pill combination compared with free combination therapy was 84,932.26. CONCLUSION: This study suggested that single pill triple combination therapy was cost-effective in comparison with free combination therapy under a willingness to pay threshold of 50,000 when the strict adherence measurement criteria was applied.
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Anti-Hipertensivos/administração & dosagem , Custos de Cuidados de Saúde/estatística & dados numéricos , Hipertensão/tratamento farmacológico , Medicare Part C/economia , Idoso , Anti-Hipertensivos/economia , Análise Custo-Benefício , Técnicas de Apoio para a Decisão , Combinação de Medicamentos , Quimioterapia Combinada , Humanos , Cadeias de Markov , Adesão à Medicação , Anos de Vida Ajustados por Qualidade de Vida , Estados UnidosRESUMO
OBJECTIVE: Despite a known benefit in the reduction of cardiovascular risk, adherence to statins remains suboptimal. A qualitative analysis was conducted within an intervention that identified trajectories of statin adherence in patients and used motivational interviewing (MoI) to improve adherence. The objective of this qualitative study was to evaluate transcripts of an MoI telephonic intervention to identify potential, past, and current barriers to statin adherence and barriers specific to distinct adherence trajectories. METHODS: The MoI intervention was customized by past 1-year adherence trajectories (rapid discontinuation, gradual decline, and gaps in adherence). Two authors independently extracted and documented barriers from phone transcripts. Themes were derived from literature a priori and by cataloging recurring themes from the transcripts. RESULTS: The transcripts of calls made to 157 patients were reviewed of which 25.2% did not communicate a specific adherence barrier despite falling into a low-adherence trajectory when examining refill data. The most commonly reported barriers to statin adherence included adverse effects (40.1%), forgetfulness (30.0%), and lack of skills or knowledge pertaining to statins (25%). More patients in the rapid discontinuation group perceived medication as unnecessary, whereas more patients in the gaps in adherence group reported a communication barrier with their health care provider. Several barriers among patients who fell into low-adherence trajectories were reported. Some patients did not report any barriers, which may have indicated denial. MoI phone calls were useful in providing knowledge, clarifying medication regimens, and reinforcing the need to take statins. CONCLUSION: This study identified patient-reported barriers to statin adherence elicited during an MoI telephonic intervention conducted by student pharmacists. There were differences in barriers reported by patients from each trajectory, which emphasize the need for additional tailored interventions to improve patient adherence.
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Inibidores de Hidroximetilglutaril-CoA Redutases , Entrevista Motivacional , Idoso , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Adesão à Medicação , Medidas de Resultados Relatados pelo Paciente , FarmacêuticosRESUMO
PURPOSE: Commonly prescribed medications among patients with comorbid diabetes mellitus and hypertension include ARBs and ACEIs. However, these medications are associated with suboptimal adherence leading to inadequately controlled blood pressure. Unlike traditional single estimates of proportion of days covered (PDC), group-based trajectory modeling (GBTM) can graphically display the dynamic nature of adherence. The objective of this study was to evaluate adherence using GBTMs among patients prescribed ACEI/ARBs and identify predictors associated with each adherence trajectory. PATIENTS AND METHODS: Patients with an ACEI/ARBs prescription were identified between July 2017 and December 2017 using a Medicare Advantage dataset. PDC was used to measure monthly patient adherence during the one-year follow-up period. The monthly PDC was added to a logistic group-based trajectory model to provide distinct patterns of adherence. Further, a multinomial logistic regression was conducted to determine predictors of each identified adherence trajectory. Predictors included various socio-demographic and clinical patient characteristics. RESULTS: A total of 22,774 patients were included in the analysis and categorized into 4 distinct adherence trajectories: rapid decline (12.6%); adherent (58.5%); gaps in adherence (12.2%), and gradual decline (16.6%). Significant predictors associated with all lower adherence trajectories included 90 days refill, >2 number of other medications, ≥1 hospitalizations, and prevalent users. Significant predictors associated with the rapid decline trajectory included male sex, comorbidities, and increased CMS risk score. Further, significant predictors associated with the gaps in adherence trajectory included increasing age, and comorbidities. Lastly, significant predictors associated with the gradual decline trajectory included increasing age, no health plan subsidy, comorbidities, and increasing CMS risk score. CONCLUSION: Identifying various patient characteristics associated with non-adherent trajectories can guide the development of tailored interventions to enhance adherence to ACEI/ARBs.
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OBJECTIVE: The objective of the current study was to compare postintervention adherence trajectories with preintervention trajectories for those receiving a telephonic motivational interviewing (MoI) intervention to determine predictors associated with each distinct postintervention trajectory and any association between pre- and postintervention trajectories. DESIGN: Retrospective study design using group-based trajectory modeling. SETTINGS AND PARTICIPANTS: A telephonic MoI intervention was conducted by trained student pharmacists to improve statin adherence in a Medicare Advantage plan. Four preintervention adherence trajectories were previously identified: rapid decline (RD), gradual decline (GD), gaps in adherence (GA), and adherent and were used to customize the MoI intervention. Patients from the 3 nonadherent preintervention trajectories were randomized to control or intervention groups and were followed for 6 months from the date of MoI intervention. OUTCOME MEASURES: Group-based trajectory modeling was performed to identify 3 relevant postintervention trajectories. Descriptive statistics were used to assess differences in pre- and postintervention adherence trajectories. Multinomial logistic regression was conducted to determine predictors associated with each identified postintervention trajectory. RESULTS: There were 152 intervention patients and 304 randomly selected controls. The prominent postintervention trajectories that were identified differed from the preintervention trajectories and were (1) GD (17.2%), (2) adherent (61.9%), and (3) discontinuation (20.9%). Among the intervention group, more patients in the GA preintervention trajectory (58.65%) moved to the adherent trajectory postintervention than those in the RD and GD preintervention trajectories. Furthermore, the predictors associated with the postintervention trajectories included MoI intervention, prescriber specialty, presence of diabetes, presence of congestive heart failure, Centers for Medicare & Medicaid Services risk score, and preintervention trajectories. CONCLUSION: The postintervention adherence trajectory patterns differed from the preintervention trajectory patterns with many patients moving into an adherent trajectory especially among those receiving the intervention.
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Inibidores de Hidroximetilglutaril-CoA Redutases , Entrevista Motivacional , Idoso , Humanos , Medicare , Adesão à Medicação , Estudos Retrospectivos , Estados UnidosRESUMO
INTRODUCTION: Adherence to oral endocrine therapy (OET) reduces recurrence risk for hormone receptor (HR)-positive breast cancer (BC). Refill data accessed through electronic health records may provide objective assessment of OET adherence. Our goal was to (1) determine the feasibility of reviewing electronic health records for assessing OET adherence, (2) evaluate 6 months' OET adherence in HR-positive BC patients, and (3) identify predictors of low adherence. PATIENTS AND METHODS: A single-center, retrospective study from May through December 2018 was conducted. Primary end point was adherance rate at 6 months. Chi-square and Student t tests were used to compare adherent and nonadherent groups. Multivariable logistic regression models were used to assess predictors of adherence. RESULTS: Of 492 patients, 338 patients were included in adherence analysis. Of 338 patients identified, 82% (n = 277) were adherent at 6 months. In the multivariable logistic model, race/ethnicity, type of endocrine therapy, and time on therapy were found to be significantly associated with adherence. Asian/non-Hispanic and white/Hispanic patients were less likely to be adherent compared to white/non-Hispanics (Asian/non-Hispanic: odds ratio [OR], 0.3; 95% confidence interval [CI], 0.11-0.82; white/Hispanic: OR, 0.27; 95% CI, 0.11-0.64). Patients prescribed aromatase inhibitors were more likely to be adherent compared to patients prescribed tamoxifen (OR, 2.06; 95% CI, 1.02-4.14). Last, patients prescribed OET for 3 to 5 years had lower adherence compared to patients given OET for 2 years or less (OR, 0.29; 95% CI, 0.09-0.91). CONCLUSION: Accessing refill data through electronic health records was found to be feasible. Tamoxifen therapy, Asian/non-Hispanic and white/Hispanic origin, and longer time on therapy predicted nonadherence in our patients.
Assuntos
Antineoplásicos Hormonais/administração & dosagem , Neoplasias da Mama Masculina/terapia , Neoplasias da Mama/terapia , Adesão à Medicação/estatística & dados numéricos , Recidiva Local de Neoplasia/prevenção & controle , Administração Oral , Adulto , Idoso , Idoso de 80 Anos ou mais , Inibidores da Aromatase/uso terapêutico , Asiático/estatística & dados numéricos , Mama/patologia , Mama/cirurgia , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/patologia , Neoplasias da Mama Masculina/diagnóstico , Neoplasias da Mama Masculina/patologia , Quimioterapia Adjuvante/métodos , Quimioterapia Adjuvante/estatística & dados numéricos , Registros Eletrônicos de Saúde/estatística & dados numéricos , Estudos de Viabilidade , Feminino , Hispânico ou Latino/estatística & dados numéricos , Humanos , Masculino , Mastectomia , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/epidemiologia , Estadiamento de Neoplasias , Receptores de Estrogênio/análise , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/análise , Receptores de Progesterona/metabolismo , Estudos Retrospectivos , Tamoxifeno/uso terapêutico , População Branca/estatística & dados numéricosRESUMO
OBJECTIVE: This pilot study assessed the expansion of pharmacy services to a preoperative, anesthesia clinic. SETTING: Tertiary care academic medical center. PRACTICE DESCRIPTION: Medication histories were routinely obtained by clinic nurses, and pharmacy services were not available. PRACTICE INNOVATION: A prospective, single-center, pilot study enrolled English-speaking patients aged 65 years or older in a preoperative clinic before a scheduled surgery. Patient attributes including health literacy and preparatory activities were measured using verbal and written questionnaires. Home medication lists were obtained by both clinic nurses (routine care) and a pharmacist (research), and the 2 lists were compared to identify medication discrepancies for each patient. Discrepancies were categorized by type and severity. EVALUATION: This study evaluated the potential impact of medication histories obtained by pharmacists compared with those obtained by clinic nurses during geriatric preoperative clinic visits. RESULTS: Of the 44 patients who gave their consent and were included in this pilot study, 25% (n = 11) had limited/marginal written and verbal health literacy, and 20% (n = 9) had limited/marginal numerical health literacy. Of the 38 patients who completed the pharmacist medication history interview, only 21% (n = 8) brought a complete list of their current medications to the preoperative clinic, 95% (n = 36) had at least 1 medication discrepancy, and 61% (n = 23) had at least 1 clinically meaningful discrepancy. Clinically meaningful discrepancies were identified for 8% (35 of 459) of medications and occurred most commonly for blood pressure medications, nonsteroidal anti-inflammatory drugs, and beta blockers. CONCLUSION: In this study, medication history discrepancies identified by pharmacists suggest that the expansion of pharmacy services into the preoperative clinic is feasible and could potentially prevent meaningful medication errors among geriatric patients being admitted for a scheduled surgery.
Assuntos
Anestesia , Assistência Farmacêutica , Idoso , Humanos , Pacientes Ambulatoriais , Farmacêuticos , Projetos Piloto , Estudos ProspectivosRESUMO
BACKGROUND: Disease modifying agents (DMAs) are used to reduce relapses and decrease disability progression in Multiple Sclerosis (MS) patients. However, limited national level data exists regarding the prescribing patterns for MS, especially after the introduction of oral DMAs. OBJECTIVE: This study examined the prescribing patterns and trends of DMAs using national level data and determined the factors associated with prescribing DMAs among MS patients in the United States. METHODS: This cross-sectional study utilized 2006-2015 National Ambulatory Medical Care Survey (NAMCS) data to examine office-based visits involving MS (ICD-9-CM code 340). Descriptive weighted analyses were performed to assess the prescribing patterns of DMAs. Multivariable logistic regression model within the conceptual framework of Andersen Behavioral Model was used to determine the factors associated with prescribing of DMAs among MS patients. RESULTS: An estimated 8.5 million (95% Confidence Interval [CI] 7.01-10.09 million) MS patient visits were identified from 2006 to 2015. During the ten-year study period, 3.84 million (45%) MS visits involved prescribing of DMAs. The majority of DMA prescriptions were injectables (78%), followed by infusions (11%) and orals (11%). Oral DMAs use increased (from 11% in 2010-2011 to 40% in 2014-2015), whereas the use of injectable DMAs decreased (from 96% in 2006-2007 to 52% in 2014-2015) during the study period. Multivariable analyses revealed that predisposing (age and region) and enabling (physician specialty) factors were significantly associated with prescribing of DMAs among MS patients. Visits to neurologists (Odds Ratio [OR] 6.61, 95% CI 3.66-11.93) were associated with higher odds of being prescribed with DMAs. CONCLUSION: During the ten-year study period, increasing use of oral DMAs and declining use of injectable DMAs was observed. Both predisposing and enabling factors influenced the prescribing of DMAs. With increasing availability of oral DMAs, the DMAs use is likely to increase among MS patients.
Assuntos
Esclerose Múltipla , Estudos Transversais , Pesquisas sobre Atenção à Saúde , Humanos , Modelos Logísticos , Esclerose Múltipla/tratamento farmacológico , Visita a Consultório Médico , Padrões de Prática Médica , Estados UnidosRESUMO
OBJECTIVES: The aim was to evaluate the risk of cardiovascular-specific hospitalizations with different types of antihypertensive triple combination therapy among patients enrolled in a Medicare Advantage Plan (MAP). METHODS: A retrospective cohort study was conducted among patients with hypertension enrolled in a Texas MAP between January 2014 and December 2016. Antihypertensive combination therapy users were classified into three treatment groups: single-pill triple combination, fixed-dose dual combination plus a third agent, and free triple combination. Group differences were assessed using Chi-square tests for binary variables and Student's t tests for continuous variables. Cox proportional hazards model was performed to assess the association between type of combination therapy and risk of cardiovascular-specific hospitalization adjusting for potential confounders. RESULTS: A total of 10,836 triple combination users were identified. The risk of cardiovascular disease (CVD) hospitalization for the fixed-dose dual combination plus a third agent group [hazard ratio (HR) 3.82, 95% confidence interval (CI) 1.80-8.12] and for the free triple combination therapy group (HR 3.65, 95% CI 1.43-9.31) was significantly higher than for the single-pill triple combination group. CONCLUSION: Single-pill triple combination therapy was significantly associated with a lower risk of CVD hospitalizations in comparison to other types of triple combination therapy.
Assuntos
Anti-Hipertensivos/uso terapêutico , Hospitalização/estatística & dados numéricos , Hipertensão/tratamento farmacológico , Medicare Part C/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Anti-Hipertensivos/efeitos adversos , Combinação de Medicamentos , Quimioterapia Combinada , Feminino , Humanos , Estimativa de Kaplan-Meier , Masculino , Adesão à Medicação , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Texas , Estados UnidosRESUMO
BACKGROUND: No real-world data exist on outcomes in patients on anticoagulants and concomitant antiarrhythmic medications. This study aims to compare the safety and effectiveness of apixaban and warfarin, first in patients with nonvalvular atrial fibrillation (NVAF) and then in patients on concurrent antiarrhythmic medications. METHODS: A retrospective cohort study was conducted using a large US electronic medical record database (2012-2016). Patients with NVAF on warfarin or apixaban were included. The primary endpoint was a composite of stroke (ischemic or hemorrhagic) or systemic embolism. The primary safety endpoint was major bleeding (ISTH definition). Patients were matched using propensity scoring. Univariate survival analyses were conducted by using the log-rank test and Kaplan-Meier survival curves. A subgroup analysis was conducted to assess outcomes on patients on concurrent antiarrhythmic medications. RESULTS: A total of 332 100 patients with NVAF were identified, and 20 378 were included in the propensity-matching analysis. No baseline differences were seen in age, comorbidities, or CHA 2 DS 2-VASc score. The primary endpoint occurred in 122 (1.2%) patients on apixaban compared to 166 (1.63%) on warfarin (hazard ratio, 0.84; 95% confidence interval [CI], 0.79-0.88). Major bleeding occurred at a lower rate in the apixaban group (n = 600, 5.89%) compared to warfarin (n = 887, 8.71%) (odds ratio, 0.65; 95% CI, 0.58-0.73). In patients on concurrent antiarrhythmic medications (n = 2498), there was no difference in thrombotic (1.04% vs. 1.37%; P = 0.42) or bleeding events (5.29% vs. 6.89%; P = 0.08). CONCLUSION: Apixaban was associated with reduced stroke/systemic embolism and bleeding when compared with warfarin. No difference was seen in thrombotic or bleeding events in patients on concurrent antiarrhythmic medications.