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1.
J Geriatr Oncol ; 15(5): 101772, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38676976

RESUMO

INTRODUCTION: Older adults with prostate cancer (PC) are at risk of polypharmacy, which further complicates disease management and health-related quality of life (HRQoL). This study evaluated the association between polypharmacy and HRQoL among Medicare beneficiaries with PC. MATERIALS AND METHODS: This observational, retrospective study analyzed data from the Surveillance, Epidemiology, and End Results (SEER) Medicare Health Outcomes Survey (MHOS) data resource. Beneficiaries aged ≥65 and enrolled in Medicare Advantage Organizations were included if they had a PC diagnosis and continuously enrolled in Part D for 12 months prior to the completion of MHOS. Polypharmacy was determined based on the unique number of concurrent Part D prescriptions during 12 months before survey: no polypharmacy (NP, n = 0-4), polypharmacy (PP, n = 5-9), and excessive polypharmacy (EPP, n ≥ 10). HRQoL was assessed using the Physical and Mental Component Summary T-scores (PCS and MCS, respectively) in MHOS. ANOVA and Pearson's Chi-Square tests were performed to assess variances between polypharmacy and continuous/categorical variables. Multivariate linear regression models with generalized estimating equations were used to assess the association between polypharmacy and HRQoL. The severely impaired HRQoL cohort was identified based on normalized z-scores of PCS and MCS. Odds ratios were calculated to prioritize drug-drug and class-class pairs associated with patients with severely impaired HRQoL. RESULTS: Data from 16,573 beneficiaries (24,126 records) showed that 44.4% had PP and 10.1% had EPP. Beneficiaries with PP and EPP had significantly lower mean PCS and MCS scores compared to those without polypharmacy (p < 0.001). After adjusting for covariates, beneficiaries with EPP had clinically significantly lower PCS (adjusted marginal difference: -8.47 [-9.00, -7.94]) and MCS (adjusted marginal difference: -4.32 [-4.89, -3.75]) compared to the NP group. Top-ranked drug-drug pairs like tiotropium bromide and oxycodone/acetaminophen exhibited significant associations with HRQoL decline. Analysis of class-class pairs highlighted (1) corticosteroid hormone receptor agonists and opioid agonists and (2) benzodiazepines and adrenergic beta2-agonists as having significant associations with HRQoL decline. DISCUSSION: Polypharmacy exhibits a significant association with HRQoL declines among older adults with PC.


Assuntos
Polimedicação , Neoplasias da Próstata , Qualidade de Vida , Programa de SEER , Humanos , Masculino , Idoso , Estudos Retrospectivos , Estados Unidos , Idoso de 80 Anos ou mais , Neoplasias da Próstata/tratamento farmacológico , Medicare Part D/estatística & dados numéricos , Medicare
2.
J Thromb Thrombolysis ; 57(4): 638-649, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38504063

RESUMO

Oral anticoagulants (OACs) are recommended for patients with atrial fibrillation (AFib) having CHA2DS2-VASc score ≥ 2. However, the benefits of OAC initiation in patients with AFib and cancer at different levels of CHA2DS2-VASc is unknown. We included patients with new AFib diagnosis and a record of cancer (breast, prostate, or lung) from the 2012-2019 Surveillance, Epidemiology, and End Results (SEER)-Medicare database (n = 39,915). Risks of stroke and bleeding were compared between 5 treatment strategies: (1) initiated OAC when CHA2DS2-VASc ≥ 1 (n = 6008), (2) CHA2DS2-VASc ≥ 2 (n = 8694), (3) CHA2DS2-VASc ≥ 4 (n = 20,286), (4) CHA2DS2-VASc ≥ 6 (n = 30,944), and (5) never initiated OAC (reference group, n = 33,907). Confounders were adjusted using inverse probability weighting through cloning-censoring-weighting approach. Weighted pooled logistic regressions were used to estimate treatment effect [hazard ratios (HRs) and 95% confidence interval (95% CIs)]. We found that only patients who initiated OACs at CHA2DS2-VASc ≥ 6 had lower risk of stroke compared without OAC initiation (HR 0.64, 95% CI 0.54-0.75). All 4 active treatment strategies had reduced risk of bleeding compared to non-initiators, with OAC initiation at CHA2DS2-VASc ≥ 6 being the most beneficial strategy (HR = 0.49, 95% CI 0.44-0.55). In patients with lung cancer or regional/metastatic cancer, OAC initiation at any CHA2DS2-VASc level increased risk of stroke and did not reduce risk of bleeding (except for Regimen 4). In conclusion, among cancer patients with new AFib diagnosis, OAC initiation at higher risk of stroke (CHA2DS2-VASc score ≥ 6) is more beneficial in preventing ischemic stroke and bleeding. Patients with advanced cancer or low life-expectancy may initiate OACs when CHA2DS2-VASc score ≥ 6.


Assuntos
Fibrilação Atrial , Neoplasias , Acidente Vascular Cerebral , Masculino , Humanos , Idoso , Estados Unidos , Fibrilação Atrial/tratamento farmacológico , Fatores de Risco , Medição de Risco , Medicare , Anticoagulantes/uso terapêutico , Acidente Vascular Cerebral/etiologia , Hemorragia/induzido quimicamente , Neoplasias/complicações , Administração Oral
3.
Cardiovasc Toxicol ; 24(4): 365-374, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38499940

RESUMO

In this study, we leveraged machine learning (ML) approach to develop and validate new assessment tools for predicting stroke and bleeding among patients with atrial fibrillation (AFib) and cancer. We conducted a retrospective cohort study including patients who were newly diagnosed with AFib with a record of cancer from the 2012-2018 Surveillance, Epidemiology, and End Results (SEER)-Medicare database. The ML algorithms were developed and validated separately for each outcome by fitting elastic net, random forest (RF), extreme gradient boosting (XGBoost), support vector machine (SVM), and neural network models with tenfold cross-validation (train:test = 7:3). We obtained area under the curve (AUC), sensitivity, specificity, and F2 score as performance metrics. Model calibration was assessed using Brier score. In sensitivity analysis, we resampled data using Synthetic Minority Oversampling Technique (SMOTE). Among 18,388 patients with AFib and cancer, 523 (2.84%) had ischemic stroke and 221 (1.20%) had major bleeding within one year after AFib diagnosis. In prediction of ischemic stroke, RF significantly outperformed other ML models [AUC (0.916, 95% CI 0.887-0.945), sensitivity 0.868, specificity 0.801, F2 score 0.375, Brier score = 0.035]. However, the performance of ML algorithms in prediction of major bleeding was low with highest AUC achieved by RF (0.623, 95% CI 0.554-0.692). RF models performed better than CHA2DS2-VASc and HAS-BLED scores. SMOTE did not improve the performance of the ML algorithms. Our study demonstrated a promising application of ML in stroke prediction among patients with AFib and cancer. This tool may be leveraged in assisting clinicians to identify patients at high risk of stroke and optimize treatment decisions.


Assuntos
Fibrilação Atrial , AVC Isquêmico , Neoplasias , Acidente Vascular Cerebral , Humanos , Idoso , Estados Unidos , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/epidemiologia , AVC Isquêmico/diagnóstico , AVC Isquêmico/epidemiologia , Estudos Retrospectivos , Medição de Risco , Medicare , Hemorragia/induzido quimicamente , Hemorragia/diagnóstico , Hemorragia/epidemiologia , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/epidemiologia , Algoritmos , Neoplasias/complicações , Neoplasias/diagnóstico , Neoplasias/epidemiologia , Aprendizado de Máquina
4.
Cancer Causes Control ; 35(2): 215-222, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37684548

RESUMO

PURPOSE: The U.S. Preventive Services Task Force recommends use of selective estrogen receptor modulators (SERMs) and aromatase inhibitors (AIs) for breast cancer (BC) prevention. We examined factors associated with adherence to SERMs/AI treatments among female Medicare beneficiaries in Alabama and those nationwide. METHODS: This retrospective new user cohort study analyzed the 2013-2016 Medicare administrative claims data files (100% Alabama and random 5% national samples). Female Medicare beneficiaries without invasive BC and osteoporosis, continuously enrolled in Medicare Parts A, B, and D for at least 18 months (with a 6-month washout and a 12-month follow-up period) in 2013-2016. Among beneficiaries who initiated (6-month washout) any of the SERMs/AIs (tamoxifen, raloxifene, anastrozole, and exemestane), we examined their 1-year treatment adherence using proportion of days covered (PDC) and operationalized as both continuous (0-1) and dichotomized (≥ 80% as adherent and < 80% as non-adherent) outcomes. Multivariable logistic models were used to identify factors associated with adherence (PDC ≥ 80%) among Alabama and national samples, respectively. RESULTS: A total of 885 women in Alabama and 1,213 women in national sample initiated these SERMs/AI treatments. Among those with ≥ 2 prescriptions (n = 479 in Alabama and n = 870 in national sample), Mean PDC was 0.74 [standard deviation (SD) = 0.30] among Alabamian women, similar to those in the national sample [0.71 (SD = 0.31), p = 0.09]. Use of mammography prior to treatment initiation was associated with higher likelihood of adherence to treatments in both samples. CONCLUSION: Our findings highlight the importance of access to preventive services such as mammography to better adherence to BC preventive treatments among female Medicare beneficiaries.


Assuntos
Neoplasias da Mama , Humanos , Feminino , Idoso , Estados Unidos/epidemiologia , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/prevenção & controle , Medicare , Moduladores Seletivos de Receptor Estrogênico/uso terapêutico , Alabama/epidemiologia , Estudos Retrospectivos , Estudos de Coortes , Adesão à Medicação
5.
J Psychosoc Oncol ; 40(2): 184-202, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-33459213

RESUMO

OBJECTIVE: The association of continuity of care (COC) among providers and mortality risk for breast cancer patients with comorbidities is not sufficiently studied. DESIGN: A retrospective cohort study using the 2006-2014 Surveillance, Epidemiology and End Results (SEER)-Medicare data. PARTICIPANTS: Newly diagnosed female breast cancer patients (n = 57,578) with comorbidities (hypertension, hyperlipidemia, and/or diabetes). METHODS: All-cause mortality was assessed annually for up to 5 years. COC was estimated using the Bice-Boxerman index, which included: 1) specialty COC capturing continuity of visits to the same provider type (Primary Care Physicians, Oncologists, and Other specialists) and 2) individual COC capturing continuous care to the same provider regardless of provider specialty. Cox proportional hazards models estimated the hazard ratio (HR) of all-cause mortality across quartile of the COC index. RESULTS: Mortality was positively associated with advanced tumor stages and number of comorbidities (p < 0.05). Patients with high specialty COC (4th vs. 1st quartile, HR 1.34, 95%CI 1.29-1.40) had higher risks of mortality compared with those with low specialty COC. However, patients with high individual COC (4th vs. 1st quartile, HR 0.53, 95%CI 0.51-0.54) had lower risks of mortality compared to those with low individual COC. CONCLUSION: Receiving care from fewer providers is associated with lower mortality and from fewer types of provider is associated with higher mortality. The results might be confounded by uncontrolled factors and provoke the need for alternative patient care models that recognize the balance between appropriate subspecialties and minimizing the fragmentation of care within and across subspecialties.


Assuntos
Neoplasias da Mama , Doenças Cardiovasculares , Idoso , Neoplasias da Mama/terapia , Continuidade da Assistência ao Paciente , Feminino , Humanos , Medicare , Estudos Retrospectivos , Estados Unidos/epidemiologia
6.
J Am Pharm Assoc (2003) ; 62(1): 134-141.e1, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34561192

RESUMO

BACKGROUND: Patients with chronic conditions continue to face financial and system-related barriers to medication adherence. Pharmacy, provider, and payer-based financial and social incentive-based interventions may reduce these barriers and improve adherence. However, it is unclear how patient demographics and clinical characteristics influence the type of incentives preferred by patients. OBJECTIVES: To examine individuals' preference for financial versus social incentives and to explore the association between patient demographic and clinical characteristics with preferences for financial or social incentives. METHODS: A cross-sectional survey of a nationally representative sample of patients was conducted with Qualtrics panelists (N = 909). U.S. adults taking at least 1 prescription medication for a chronic condition were included. Survey items elicited participants' demographic characteristics, preference for financial or social incentives, self-reported medication adherence, number of prescribed medications, and number of chronic conditions. Bivariate associations between patient characteristics and incentive preferences were tested using t and chi-square tests. Logistic regression was performed to determine patient characteristics associated with participants' preference for incentives. RESULTS: When compared with those who were adherent to medications, individuals who were nonadherent were less likely to prefer financial incentives over social incentives (adjusted odds ratio [OR] 0.55 [95% CI 0.31-0.98]). Patient income, sex, and ethnicity were also associated with preferences for financial incentives. Those earning less than $50,000 per year were less likely to prefer financial incentives compared with social incentives (adjusted OR 0.44 [0.24-0.79]). Females were more likely to prefer financial incentives (adjusted OR 1.98 [1.16-3.37]). Hispanic/Latinos were less likely to prefer financial incentives compared to non-Hispanics/non-Latinos (adjusted OR 0.51 [0.29-0.89]). CONCLUSION: Preferences for medication adherence incentives differed on the basis of adherence status and patients' demographic characteristics. Findings have implications for how incentive-based interventions can be structured to target certain patient groups.


Assuntos
Assistência Farmacêutica , Farmácias , Adulto , Estudos Transversais , Feminino , Humanos , Adesão à Medicação , Motivação
7.
Neurol Clin Pract ; 11(3): e277-e286, 2021 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34484902

RESUMO

OBJECTIVES: We aim to evaluate the association between anticholinergic drug (ACH) use and cognitive impairment and the effect of disparity parameters (sex, race, income, education, and rural or urban areas) on this relationship. METHODS: The analyses included 13,623 adults aged ≥65 years from the REasons for Geographic And Racial Differences in Stroke study (recruited 2003-2007). The ACH use was defined by the 2015 Beers Criteria, and cognitive impairment was measured by the Six-Item Cognitive Screener. Multivariable logistic regression models assessed disparities in cognitive impairment with ACH use, iteratively adjusting for disparity parameters and other covariates. The full models included interaction terms between ACH use and other covariates. A similar approach was used for class-specific ACH exposure and cognitive impairment analyses. RESULTS: Approximately 14% of the participants used at least 1 ACH listed in the Beers Criteria. Antidepressants were the most frequently prescribed ACH class. A significant sex-race interaction illustrated that females compared with males (in Blacks: odds ratio [OR] = 1.28, 95% confidence interval [CI] 1.10-1.49 and in Whites: OR = 1.96, 95% CI 1.74-2.20), especially White females (Black vs White: OR = 0.71, 95% CI 0.64-0.80), were more likely to receive ACHs. Higher odds of cognitive impairment were observed among ACH users compared with the nonusers (OR = 1.26, 95% CI 1.01-1.58). In our class-level analyses, only antidepressant users (OR = 1.60, 95% CI 1.14-2.25) showed a significant association with cognitive impairment in the fully adjusted model. CONCLUSIONS: We observed demographic and socioeconomic differences in ACH use and in cognitive impairment, individually.

8.
Endocrine ; 74(2): 228-234, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34322821

RESUMO

PURPOSE: Generic levothyroxine, approved through Abbreviated New Drug Application (ANDA), is available for generic substitution. But ANDA does not require nonclinical or clinical data to establish safety and efficacy. Post-marketing evidence in generic equivalence for marketed levothyroxine products is limited. We conducted a systematic review to synthesize evidence in effectiveness, safety, and cost savings between patients using generic and branded levothyroxine. METHODS: We systematically searched published literature from Medline, International Pharmaceutical Abstracts, APA PsycInfo, and CINAHL from inception through 04/18/2021. Included studies were limited to post-marketing empirical studies including patients who used levothyroxine products, with direct comparison between generic and brand levothyroxine, and published in English. Risk of bias was assessed using the National Institute of Health Study Quality Assessment Tools. Two reviewers independently extracted data and conducted quality assessment for included studies. Given that the nine studies are so diverse, a meta-analysis was not possible. Therefore we provided a narrative review of the included studies. RESULTS: Of 349 studies identified, nine met the inclusion criteria. Six studies compared thyrotropin levels and adverse events between generic and brand users and provided mixed findings. In addition, generic users may generate prescription cost savings for payers but had suboptimal medication adherence than brand users. CONCLUSION: Findings from this systematic review highlighted the limited and mixed evidence in real-world clinical and economic outcomes for generic levothyroxine. Continuous post-marketing monitoring and assessment of generic drugs are warranted to ensure treatment effectiveness, patient safety, and achieve financial savings in prescription costs.


Assuntos
Medicamentos Genéricos , Tiroxina , Redução de Custos , Medicamentos Genéricos/uso terapêutico , Humanos , Adesão à Medicação , Resultado do Tratamento
9.
J Manag Care Spec Pharm ; 27(5): 660-666, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33908273

RESUMO

BACKGROUND: The first biosimilar product filgrastim-sndz was approved by the FDA in 2015, but real-world evaluations of its uptake and cost in nationally representative populations are limited. OBJECTIVE: To evaluate the uptake and cost of filgrastim-sndz, relative to its originator filgrastim and alternative biologic tbofilgrastim, among Medicare and Medicaid populations. METHODS: Using the annually aggregated, product-level utilization and cost data of biologic and biosimilar filgrastim products in 2015-2018 from CMS drug spending data, total number of claims and costs for all 3 filgrastim products were identified and extracted for Medicare Part B, Part D, and Medicaid reimbursement. Annual average cost per claim and per beneficiary of individual filgrastim products were also extracted, and their annual growth rates were calculated. RESULTS: Three years after entering the US market, use of filgrastim-sndz increased to 49.1% and 46.0% of all filgrastim claims paid by Medicare Parts B and D, respectively, and to 38.7% of filgrastim Medicaid claims in 2018. Total cost for filgrastim-sndz also reached 42.8%, 41.8%, and 26.9% of all filgrastim products paid by Medicare Parts B and D and Medicaid, respectively. Significant reductions in average cost per claim for filgrastim-sndz in 2017 and 2018 were observed in Medicare Part B and Medicaid. CONCLUSIONS: Significant uptake of biosimilar filgrastim in Medicare and Medicaid programs occurred during the first 3 years of marketing. Policymakers may use the evidence to evaluate existing barriers and policies regarding biosimilar adoption. DISCLOSURES: No outside funding supported this work. The author has no conflicts of interest to disclose.


Assuntos
Medicamentos Biossimilares/administração & dosagem , Medicamentos Biossimilares/economia , Filgrastim/administração & dosagem , Filgrastim/economia , Fármacos Hematológicos/administração & dosagem , Fármacos Hematológicos/economia , Medicaid , Medicare Part B , Custos de Medicamentos , Humanos , Revisão da Utilização de Seguros , Estados Unidos
10.
Res Social Adm Pharm ; 17(10): 1800-1809, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33608244

RESUMO

BACKGROUND: Medication adherence for chronic conditions continues to be a challenge for patients. Patient incentives for medication adherence may help. Financial incentives delivered at the point of care may act as cues for medication-taking behavior. OBJECTIVES: The purpose of this study was to investigate patient preferences for specific structures of financial medication adherence incentives that could feasibly be delivered at the point of care. METHODS: A discrete choice experiment (DCE) was performed using a national online survey. Study participants were adults who self-reported taking at least one prescription medication for one or more chronic conditions. Following an orthogonal design generated in SAS, the DCE included 32 paired-choice tasks. Data were analyzed using mixed logit models and stratified on participants' income level. RESULTS: In the full cohort (n = 933), form of financial reward (such as gift-card or cash) was 1.02 times as important to participants as the probability of incentive receipt, 1.58 times as important as monetary value, and 1.93 times as important as timing of receipt. Participants were willing to give up $31.04 of an incentive's monetary value (95% CI = $27.11-$34.98) to receive the incentive 5 months sooner (1-month vs. 6-month time-lag); $60.79 (95% CI = $53.19-$68.39) for probability of receipt to increase from a 1 out of 100 chance to a 1 out of 20 chance; and $10.52 (95% CI = $6.46-$14.58) to receive an incentive in the form of a Visa® gift-card instead of grocery store voucher. These patterns of trade-offs between attributes were generally consistent among participants with lower and higher income. CONCLUSIONS: Regardless of socioeconomic status, patient preferences for financial medication adherence incentives delivered at the point of care may be most heavily influenced by incentive form and probability of receipt. This has implications for designing medication adherence programs in terms of incentive sustainability, patient engagement, plan star ratings, and patient outcomes.


Assuntos
Motivação , Preferência do Paciente , Adulto , Doença Crônica , Humanos , Adesão à Medicação
11.
Curr Med Res Opin ; 37(4): 655-664, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33507825

RESUMO

OBJECTIVE: Generic drugs typically are less expensive than branded products; however, several factors can limit generic drug utilization. This study assesses the associations of patient factors with generic olanzapine initiation and substitution. METHODS: A retrospective new user cohort study was conducted using the 2011-2012 Medicaid administrative claims data. Beneficiaries continuously enrolled during the 6 month washout period prior to their initial oral brand or generic olanzapine prescription were included and followed up to 12 months. Among brand olanzapine new users, time to generic substitution and competing risk outcomes was estimated using the Fine-Gray cumulative incidence function. Patient demographic and health service utilization factors were assessed in the multivariate cause-specific hazards model. RESULTS: Among olanzapine new users, 70.7% patients initiated generic treatment. Beneficiaries aged ≥21, and living in the Midwest and West regions were more likely to initiate generic olanzapine. Among brand new users, 28.2% switched to generic olanzapine, 23.6% switched to an alternative atypical antipsychotic treatment and 38.0% discontinued within 12 months. Beneficiaries who resided in urban areas (adjusted hazard ratio [AHR) = 0.53, 95% CI = 0.37-0.75) and had prior hospitalizations (AHR = 0.85, 95% CI = 0.75-0.96) had lower rates of generic substitution, whereas those with emergency department (ED) visits (AHR = 1.06, 95% CI = 1.02-1.10) had a higher rate of generic substitution. In addition, beneficiaries in different age subgroups also had different rates of generic substitution in different regions. CONCLUSION: Medicaid beneficiaries' age, geographic region, prior hospitalization and ED utilization were associated with generic olanzapine initiation and substitution. Tailored educational outreach targeting these patient subgroups might improve generic olanzapine utilization.


Assuntos
Medicamentos Genéricos , Olanzapina , Substituição de Medicamentos , Medicamentos Genéricos/uso terapêutico , Humanos , Medicaid , Olanzapina/uso terapêutico , Estudos Retrospectivos , Estados Unidos
12.
J Am Pharm Assoc (2003) ; 61(2): e120-e128, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33218947

RESUMO

OBJECTIVE: To examine patient and caregiver opinions and "receptivity" regarding generic drug educational material in terms of content, format and design, delivery channel, and level of satisfaction. METHODS: Interviewer-administered surveys were conducted with patients and caregivers who were clients of a regional medication management program or pharmacy services clinic to gather perceptions about generic drugs and input on a generic drug educational handout developed by the U.S. Food and Drug Administration (FDA). Survey questions were developed by the investigators and pretested before use. Data were analyzed using descriptive statistics, and responses to open-ended questions were assessed using qualitative content analysis. Survey psychometrics were examined using exploratory factor analysis (EFA). RESULTS: Of the 100 survey participants, most (93%) had positive perceptions about generic drug safety and effectiveness after reading the handout. Most participants were satisfied or very satisfied with the handout's content (87%) as well as format and design (92%). However, more than 20% of participants were still unsure about the benefits and risks of generic drugs compared with those of brand drugs, and more than 15% were still unsure about which benefits and risks mattered most to them. The participants' preferred source for the handout was a pharmacy (49%) or doctor's office (27%). In an EFA of the survey instrument, 2 factors emerged related to the educational handout's content: (1) generic drug information, a 7-item factor (Cronbach alpha = 0.882); and (2) personal relevance, a 3-item factor (Cronbach alpha = 0.692). CONCLUSION: The findings indicate an overall positive "receptiveness" toward generic drug informational materials from patients and caregivers, which highlights the feasibility and importance of educational outreach programs about generic drugs targeted toward this population. Future studies may focus on more diverse populations and tailor materials to the needs of specific patient and caregiver subgroups and health literacy levels.


Assuntos
Cuidadores , Medicamentos Genéricos , Atitude , Estudos Transversais , Humanos , Inquéritos e Questionários , Estados Unidos , United States Food and Drug Administration
13.
Expert Opin Drug Saf ; 20(2): 235-243, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33207942

RESUMO

BACKGROUND: Knowledge regarding antidiabetic medication (ADM) use prior to breast cancer (BC) diagnosis remains limited. The objectives were to (1) evaluate if the prior use of ADM was associated with BC stage at diagnosis and (2) identify and compare patient characteristics among BC patients using different ADMs. RESEARCH DESIGN AND METHODS: Newly diagnosed female BC patients exposed to any medication during one year prior to cancer diagnosis were identified in 2008-2013 Linked Surveillance, Epidemiology, and End Results (SEER)-Medicare database. Stage at diagnosis, categorized as early and advanced, was the primary outcome. Chi-square tests were used to compare characteristics and logistic regression models were applied to examine the effect while controlling for patient's characteristics. RESULTS: A total of 1,719 female BC patients used ADM while 6,084 patients were non-ADM users. Although a higher proportion of ADM users (20.36%) were diagnosed with advanced stage compared to the non-ADM users (14.46%), the difference was not statistically significant after adjusting for the patients' characteristics. Besides, insulin users were more likely to be diagnosed with advanced stage (adjusted odds ratio 1.69; 95% CI 1.15, 2.48) compared to metformin users. CONCLUSIONS: The association between ADM use and BC diagnostic characteristics varied based on different treatments.


Assuntos
Neoplasias da Mama/diagnóstico , Diabetes Mellitus/tratamento farmacológico , Hipoglicemiantes/administração & dosagem , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/patologia , Feminino , Humanos , Insulina/administração & dosagem , Estudos Longitudinais , Medicare , Metformina/administração & dosagem , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Estudos Retrospectivos , Programa de SEER , Estados Unidos
14.
Breast Cancer ; 28(2): 277-288, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32909167

RESUMO

INTRODUCTION: The purpose of this study was to examine the impact of preexisting cognitive impairments on survival and medication adherence, and whether chronic medication adherence mediates or moderates the association between cognitive impairments and mortality in patients with breast cancer. METHODS: This retrospective cohort study of older female patients diagnosed with breast cancer was conducted using the Surveillance, Epidemiology, and End Results Medicare Linked Database. We examined the risk of mortality from cancer and non-cancer causes in patients with and without a history of cognitive impairment. In addition, we examined if chronic medication adherence rates differ between these groups of patients and if medication adherence mediates or moderates the association between cognitive impairments and non-cancer mortality. RESULTS: Mortality from cancer-specific (HR 1.13, 95% CI 1.04-1.23) and non-cancer causes (HR 1.16, 95% CI 1.11-1.21) as well as all-cause mortality (HR 1.30, 95% CI 1.23-1.38) was significantly higher in patients with cognitive impairments compared to those without cognitive impairment. Both groups showed low adherence levels to chronic medication before and after the breast cancer diagnosis. Further analysis did not show that medication adherence mediates or moderates the relationship between cognitive impairment and non-cancer mortality (p value > 0.05). CONCLUSION: The results of this study indicate that older female patients with cognitive impairments and a breast cancer diagnosis have a heightened risk of cancer-specific and non-cancer mortality. Our findings do not indicate that chronic medication adherence plays a role in the association between a history of cognitive impairment and mortality, it is still necessary to further investigate this issue.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/epidemiologia , Disfunção Cognitiva/epidemiologia , Adesão à Medicação/psicologia , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/mortalidade , Comorbidade , Feminino , Humanos , Incidência , Estimativa de Kaplan-Meier , Medicare , Estudos Retrospectivos , Programa de SEER , Taxa de Sobrevida , Resultado do Tratamento , Estados Unidos/epidemiologia
15.
J Womens Health (Larchmt) ; 30(5): 739-749, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33211608

RESUMO

Background: The use of screening mammography varies by patient characteristics. This study examined the annual mammography utilization trends among female Medicare beneficiaries and breast cancer survivors, overall and by beneficiary characteristics. Materials and Methods: This retrospective, serial cross-sectional study used the 2002-2016 Medicare Current Beneficiary Survey (MCBS), including fee-for-service female Medicare beneficiaries who resided in community settings and who completed the survey (n = 53,788, weighted n = 206,259,890). Self-reported mammography utilization and breast cancer history were identified through the survey. Annual trends in the proportion of using mammography were examined using simple linear regression models, overall and by beneficiary's age, race, geographic region, and count of comorbidities. Multivariable models with generalized estimating equations were used to examine factors associated with mammography utilization. Results: Overall, the mammography utilization trends significantly decreased during the 2002-2016 period for both cohorts (p = 0.004 for female beneficiaries from 50.85% in 2002 to 40.55% in 2016 and p = 0.041 for breast cancer survivors from 68.36% in 2002 to 55.21% in 2016). Among female beneficiaries, trends also significantly decreased in different age groups, Whites, residential regions (Midwest, South, West, Metro, and Nonmetro), and count of comorbid conditions (all p < 0.05). Trends also declined among the breast cancer survivors who were ≥70 years old, ≥40 years old, and in South region (all p < 0.05). Beneficiary's demographic and socioeconomic factors, comorbidity, smoking, and health status were associated with the likelihood of screening mammography utilization among female beneficiaries; however, such associations were limited among breast cancer survivors. Conclusions: In 2002-2016, the overall trends in mammography use among female Medicare beneficiaries and breast cancer survivors declined significantly. Variations in mammography use among different subgroups were observed.


Assuntos
Neoplasias da Mama , Sobreviventes de Câncer , Adulto , Idoso , Neoplasias da Mama/diagnóstico por imagem , Estudos Transversais , Detecção Precoce de Câncer , Feminino , Humanos , Mamografia , Medicare , Estudos Retrospectivos , Estados Unidos/epidemiologia
16.
Curr Med Res Opin ; 36(9): 1533-1540, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32644886

RESUMO

OBJECTIVE: Although existing studies have compared clinical efficacy and pharmacokinetics of generic with brand tacrolimus, little is known about generic tacrolimus utilization patterns or factors predicting generic substitution. This study examines associations between patient-level factors and generic tacrolimus initiation or substitution among new users of oral generic or brand-name tacrolimus. METHODS: This new user retrospective cohort study identified 374 beneficiaries who initiated generic or brand tacrolimus treatment, using 100% Medicaid administrative claims data from 11 states in 2011-2012. Outcomes were generic tacrolimus initiation and substitution within 12 months of treatment initiation. Multivariable logistic regression and Cox proportional hazards models were used to identify factors associated with generic tacrolimus initiation and substitution. RESULTS: Two-thirds of oral tacrolimus new users initiated generic tacrolimus. Patients who were older age and black were significantly more likely to initiate generic tacrolimus (adjusted odds ratio [AOR] = 1.02, 95% confidence interval [CI] = 1.001-1.03; AOR = 2.54, 95% CI = 1.40-4.62; respectively). Patients with more concomitant prescriptions, more comorbidities, or higher initial daily dosage had significantly lower likelihoods of initiating generic tacrolimus (AOR = 0.93, 95% CI = 0.87-0.99; AOR = 0.87, 95% CI = 0.77-0.99; AOR = 0.96, 95% CI = 0.93-0.993). Among brand tacrolimus new users, 23.6% substituted with generics within 12 months, and an addition of prior hospitalization or unit of initial daily dosage increment was associated with 35% (subdistribution hazard ratio [SHR] = 1.35, 95% CI = 1.02-1.76) or 2% (SHR = 1.02, 95% CI = 1.00-1.04) increase in likelihood of generic substitution, respectively. CONCLUSIONS: Understanding associations between patient-level factors with generic tacrolimus initiation and substitution could help practitioners and policymakers monitor treatment effect and facilitate generic tacrolimus utilization.


Assuntos
Substituição de Medicamentos , Medicamentos Genéricos/uso terapêutico , Medicaid , Tacrolimo/uso terapêutico , Administração Oral , Adolescente , Adulto , Criança , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Estados Unidos , Adulto Jovem
17.
Eur Geriatr Med ; 11(6): 1017-1026, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32572725

RESUMO

PURPOSE: This study aimed to evaluate the association between the development of cognitive impairment and the use of antidepressants among older women with breast cancer. METHODS: This retrospective cohort study used the United States National Cancer Institute's Surveillance, Epidemiology, and End Results-Medicare database to identify women who were 67 years old and older and had breast cancer between 2008 and 2013. Propensity scoring was used to account for confounding pre-treatment factors, and Cox proportional hazards modeling was used to examine the risk of developing cognitive impairment among patients based on whether they used antidepressants. RESULTS: A total of 3174 women taking antidepressants (mean age 75.2 ± 6.4) were matched with 3174 women not taking antidepressants (mean age 75.4 ± 6.7). Antidepressant use was associated with a significantly increased risk of cognitive impairment (hazard ratio [HR]: 1.33, 95%; confidence interval [CI]: 1.18-1.48). Additionally, we found that older women without a history of depression or anxiety who use antidepressants have a higher risk of developing cognitive impairment than those who did not use antidepressants (HR: 1.53, 95%; CI: 1.34-1.75 and HR: 1.39, 95%; CI: 1.23-1.56, respectively). Subgroup analysis showed that the use of non-tricyclic antidepressants (TCAs) was associated with a higher risk of cognitive impairment. CONCLUSION: We found that non-TCA antidepressant use in older women with breast cancer was associated with a higher risk of cognitive impairment. This association was also observed among older women without depression or anxiety who used antidepressants.


Assuntos
Neoplasias da Mama , Disfunção Cognitiva , Idoso , Antidepressivos/efeitos adversos , Neoplasias da Mama/tratamento farmacológico , Disfunção Cognitiva/induzido quimicamente , Feminino , Humanos , Medicare , Estudos Retrospectivos , Estados Unidos/epidemiologia
18.
PLoS One ; 15(4): e0232226, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32353006

RESUMO

OBJECTIVES: To examine patterns of generic escitalopram initiation and substitution among Medicare beneficiaries. METHODS: This retrospective new user cohort used a 5% random sample of 2013-2015 Medicare administrative claims data. Fee-for-service Medicare beneficiaries continuously enrolled in Parts A, B, and D during a 6-month washout period prior to their initial generic or brand oral escitalopram prescriptions were included (n = 12,351). The primary outcomes were generic escitalopram treatment initiation, and among brand escitalopram initiators, generic substitution within 12 months. Patient demographics, health service utilization, and prescription level factors were measured and assessed. RESULTS: Among all escitalopram initiators, about 88.2% Medicare beneficiaries initiated generic escitalopram. Beneficiaries who were younger age, male, residing in non-Northeast regions or urban area, in the Part D plan deductible benefit phase, and filling prescriptions at community/retail pharmacies were more likely to initiate generic treatment. Among brand escitalopram initiators (n = 1,464), about 20.7% switched to generic escitalopram, 31.2% switched to another alternative antidepressant, 25.1% discontinued treatment, and 8.7% were lost to follow up or passed away within 12 months after brand initiation. Factors associated with generic escitalopram substitution included region (Midwest vs. Northeast, adjusted hazard ratio (HR) = 1.46, 95% CI = 1.04-2.05), pre-index hospitalization (HR = 1.31; 95% CI = 1.16-1.48) and lower escitalopram average daily dosage (HR = 0.97; 95% CI = 0.95-0.99). CONCLUSIONS: In 2013-2015, almost 90% Medicare beneficiaries initiated generic escitalopram treatment. Among brand escitalopram initiators, about 1 in 5 patients switched to generic escitalopram within 1 year, as compared to 1 in 4 or 1 in 3 who discontinued current or switched to alternative treatment, respectively. Medicare beneficiary's geographic region was independently associated with generic escitalopram initiation and substitution. Findings from this study not only provide up-to-date evidence in generic escitalopram use patterns among Medicare population, but also can guide educational and practice interventions to further increase generic escitalopram use.


Assuntos
Citalopram/economia , Citalopram/uso terapêutico , Substituição de Medicamentos/economia , Medicamentos Genéricos/economia , Medicamentos Genéricos/uso terapêutico , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Custos de Medicamentos , Feminino , Humanos , Masculino , Medicare/economia , Farmácias/economia , Estudos Retrospectivos , Estados Unidos
19.
Endocrine ; 68(2): 336-348, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-31993992

RESUMO

PURPOSE: Generic levothyroxine has been approved and available since 2004 but its substitution remains controversial. Therefore, the objective was to examine patterns of and identify factors associated with initiation and substitution of generic levothyroxine treatment. METHODS: This was a retrospective observational study, including new users of brand and generic levothyroxine in 2013-2015 Medicare (n = 15,877) or 2011-2012 Medicaid (n = 9390) administrative claim databases. The primary outcomes included (1) generic levothyroxine initiation, and (2) among brand-new users, generic levothyroxine substitution in 12 months. The factors associated with generic levothyroxine initiation and substitution were measured. RESULTS: Among all levothyroxine new users, Medicare beneficiaries had a higher proportion of generic levothyroxine initiation than Medicaid beneficiaries (66.40% vs. 44.04%, respectively). Medicare beneficiaries' demographic factors, and health service utilizations were associated with generic levothyroxine initiation. Medicaid beneficiaries who were male and residing in the northeast region and rural areas were more likely to initiate generic levothyroxine. Among brand levothyroxine new users, the generic substitution rate was higher in the Medicare than the Medicaid cohort (18.26 vs. 3.88%). Medicare brand levothyroxine new users' demographic factors and health service utilizations were associated with generic levothyroxine substitution. Medicaid brand levothyroxine new users who were residing in the northeast region, with more prior hospitalization, and initiating a lower dosage of brand levothyroxine, had higher rates of generic substitution. CONCLUSION: Patient demographic factors and health service utilizations are associated with generic levothyroxine initiation and substitution. Educational outreach programs targeted to increase generic levothyroxine use and prescription savings should be tailored based on different patient populations.


Assuntos
Medicaid , Tiroxina , Idoso , Estudos de Coortes , Medicamentos Genéricos/uso terapêutico , Feminino , Humanos , Masculino , Medicare , Estudos Retrospectivos , Tiroxina/uso terapêutico , Estados Unidos
20.
Artigo em Inglês | MEDLINE | ID: mdl-34756356

RESUMO

OBJECTIVES: In the United States, proton pump inhibitors (PPIs) are one of the most commonly prescribed classes of drugs, but contemporary data on national-level utilization patterns for PPI use are limited. This study examined the trends in prescription PPI use and expenditures, overall and by patient subgroups, and identified predictors of PPI use. METHODS: Prescription PPI use was identified from the 2002-2017 Medical Expenditure Panel Survey data using the brand and generic names. Trends in PPI use were examined overall and by patients' sociodemographic characteristics and disease status. Trends in brand and generic PPI users and total and average PPI expenditures were also examined. A multivariable model was used to identify patient factors associated with PPI use. RESULTS: The overall proportion of PPI users increased from 5.70% in 2002-2003 to 6.73% in 2016-2017 (P value = 0.011). Increased trends in PPI use were observed among U.S. adults aged 65 years and older, both males and females, non-Hispanic whites, non-Hispanic blacks, Hispanics, Asians, in all 4 geographic regions, with public health insurance, and those who were obese (all P value < 0.05). Whereas PPI use increased significantly, the average PPI expenditure per patient decreased significantly. Multivariable results found that participants who were aged 25 years or older, were female, were non-Hispanic whites, resided in the Northeast, had higher incomes, had public or private health insurance, were obese, were married had a higher likelihood of using PPIs. CONCLUSION: Increased PPI use was observed among most of the patient subgroups. Understanding the utilization patterns of PPIs could help practitioners identify potential treatment disparities and monitor the safety of PPI use.

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