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Kato T, Ines M, Minamisawa M, Benjumea D, Keohane D, Alvir J, Kim R, Chen Y, Peixoto T, Kent M, Wogen J, Ishii T, Crowley A, Sugino T, Izumiya Y. Tafamidis medication adherence and persistence in patients with transthyretin amyloid cardiomyopathy in Japan. ESC Heart Fail 2024; 11:2881-2888. [PMID: 38783561 PMCID: PMC11424365 DOI: 10.1002/ehf2.14736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 12/13/2023] [Accepted: 01/19/2024] [Indexed: 05/25/2024] Open
Abstract
AIMS This study aimed to describe baseline characteristics and adherence among patients with transthyretin amyloid cardiomyopathy (ATTR-CM) treated with tafamidis (VYNDAQEL®) in Japan using the Japanese Medical Data Vision (MDV) database. METHODS AND RESULTS This study was a non-interventional, retrospective cohort study of adult (≥18 years old) patients in the Japanese MDV claims database diagnosed with ATTR-CM and with at least two tafamidis prescriptions of dose strength 4 × 20 mg/day between 1 March 2019 and 31 August 2021. The date of the first prescription was defined as the index date, with follow-up time defined as the time between the first and last prescription plus the days' supply from the last refill. Baseline characteristics were assessed during a 12 month pre-index period. Adherence was measured using two metrics: (i) the modified medication possession ratio (mMPR), calculated by taking the sum of days supplied for all fills within the follow-up period, divided by the number of days of follow-up, and reported as a percentage, with patients classified as adherent with an mMPR of ≥80%, and (ii) the proportion of days covered (PDC), calculated by taking the total number of days' supply dispensed during the follow-up period divided by the number of days of follow-up, adjusting for any days' supply overlap. A total of 210 patients were identified; the mean (standard deviation) age of the cohort was 77 (5.9) years, and the majority (89%) were male. The most common baseline cardiovascular comorbidities were heart failure (85%), ischaemic heart disease (66%), hypertensive diseases (49%), and diabetes (35%); 75% of patients received heart failure medications in the 12 months prior to index, with the most common being beta-blockers (49%), diuretics (48%), angiotensin receptor blockers (30%), angiotensin-converting enzyme inhibitors (22%), and sodium-glucose cotransporter-2 inhibitors (8.1%). Over an average 14 month follow-up, mean mMPR was 96% with a median of 100% [inter-quartile range (IQR): 97-101%]; 93% of patients were adherent (defined as an mMPR ≥ 80%). In the same follow-up period, mean PDC was 93.6% with a median of 99% (IQR: 93-100%). Persistence was high with 78% of patients having a 0 day gap between prescription refills. CONCLUSIONS This study found high adherence rates to tafamidis in this real-world Japanese patient population. Adherence rates in this study were similar to those reported by the tafamidis clinical trial and a previously published US commercial claims adherence analysis. Further studies should be conducted to assess the impact of real-world adherence on real-world outcomes.
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Affiliation(s)
- Takao Kato
- Department of Cardiovascular Medicine, Institute for Advancement of Clinical and Translational ScienceKyoto University HospitalKyotoJapan
| | | | - Masatoshi Minamisawa
- Department of Cardiovascular MedicineShinshu University School of MedicineMatsumotoJapan
| | | | | | | | | | | | | | | | | | | | | | | | - Yasuhiro Izumiya
- Department of Cardiovascular MedicineOsaka Metropolitan University Graduate School of MedicineOsakaJapan
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Mukhopadhyay A, Blecker S, Li X, Kronish IM, Chunara R, Zheng Y, Lawrence S, Dodson JA, Kozloff S, Adhikari S. Neighborhood-Level Socioeconomic Status and Prescription Fill Patterns Among Patients With Heart Failure. JAMA Netw Open 2023; 6:e2347519. [PMID: 38095897 PMCID: PMC10722333 DOI: 10.1001/jamanetworkopen.2023.47519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 10/30/2023] [Indexed: 12/17/2023] Open
Abstract
Importance Medication nonadherence is common among patients with heart failure with reduced ejection fraction (HFrEF) and can lead to increased hospitalization and mortality. Patients living in socioeconomically disadvantaged areas may be at greater risk for medication nonadherence due to barriers such as lower access to transportation or pharmacies. Objective To examine the association between neighborhood-level socioeconomic status (nSES) and medication nonadherence among patients with HFrEF and to assess the mediating roles of access to transportation, walkability, and pharmacy density. Design, Setting, and Participants This retrospective cohort study was conducted between June 30, 2020, and December 31, 2021, at a large health system based primarily in New York City and surrounding areas. Adult patients with a diagnosis of HF, reduced EF on echocardiogram, and a prescription of at least 1 guideline-directed medical therapy (GDMT) for HFrEF were included. Exposure Patient addresses were geocoded, and nSES was calculated using the Agency for Healthcare Research and Quality SES index, which combines census-tract level measures of poverty, rent burden, unemployment, crowding, home value, and education, with higher values indicating higher nSES. Main Outcomes and Measures Medication nonadherence was obtained through linkage of health record prescription data with pharmacy fill data and was defined as proportion of days covered (PDC) of less than 80% over 6 months, averaged across GDMT medications. Results Among 6247 patients, the mean (SD) age was 73 (14) years, and majority were male (4340 [69.5%]). There were 1011 (16.2%) Black participants, 735 (11.8%) Hispanic/Latinx participants, and 3929 (62.9%) White participants. Patients in lower nSES areas had higher rates of nonadherence, ranging from 51.7% in the lowest quartile (731 of 1086 participants) to 40.0% in the highest quartile (563 of 1086 participants) (P < .001). In adjusted analysis, patients living in the lower 2 nSES quartiles had significantly higher odds of nonadherence when compared with patients living in the highest nSES quartile (quartile 1: odds ratio [OR], 1.57 [95% CI, 1.35-1.83]; quartile 2: OR, 1.35 [95% CI, 1.16-1.56]). No mediation by access to transportation and pharmacy density was found, but a small amount of mediation by neighborhood walkability was observed. Conclusions and Relevance In this retrospective cohort study of patients with HFrEF, living in a lower nSES area was associated with higher rates of GDMT nonadherence. These findings highlight the importance of considering neighborhood-level disparities when developing approaches to improve medication adherence.
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Affiliation(s)
- Amrita Mukhopadhyay
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Saul Blecker
- Department of Population Health, NYU Grossman School of Medicine, New York, New York
- Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Xiyue Li
- Department of Population Health, NYU Grossman School of Medicine, New York, New York
| | - Ian M. Kronish
- Center for Behavioral Cardiovascular Health, Columbia University Irving Medical Center, New York, New York
| | - Rumi Chunara
- Department of Biostatistics, NYU School of Global Public Health, New York, New York
- Department of Computer Science & Engineering, Tandon School of Engineering, New York, New York
| | - Yaguang Zheng
- NYU Rory Meyers College of Nursing, New York, New York
| | - Steven Lawrence
- Department of Population Health, NYU Grossman School of Medicine, New York, New York
| | - John A. Dodson
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Sam Kozloff
- Department of Medicine, University of Utah, Salt Lake City
| | - Samrachana Adhikari
- Department of Population Health, NYU Grossman School of Medicine, New York, New York
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Zheutlin AR, Chaitoff A, Niforatos JD. Co-morbidity and Polypharmacy Burden Among Adults with Self-Reported Heart Failure Overall, and by Gender and Race/Ethnicity: NHANES 2007-2018. J Gen Intern Med 2023; 38:551-553. [PMID: 35701568 PMCID: PMC9905389 DOI: 10.1007/s11606-022-07697-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/31/2022] [Indexed: 10/18/2022]
Affiliation(s)
- Alexander R Zheutlin
- Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA.
| | - Alexander Chaitoff
- Department of Medicine, Brigham and Women's Hospital/Harvard Medical School, Boston, MA, USA
| | - Joshua D Niforatos
- Department of Emergency Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Mukhopadhyay A, Adhikari S, Li X, Dodson JA, Kronish IM, Shah B, Ramatowski M, Chunara R, Kozloff S, Blecker S. Association Between Copayment Amount and Filling of Medications for Angiotensin Receptor Neprilysin Inhibitors in Patients With Heart Failure. J Am Heart Assoc 2022; 11:e027662. [PMID: 36453634 PMCID: PMC9798787 DOI: 10.1161/jaha.122.027662] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 10/19/2022] [Indexed: 12/03/2022]
Abstract
Background Angiotensin receptor neprilysin inhibitors (ARNI) reduce mortality and hospitalization for patients with heart failure. However, relatively high copayments for ARNI may contribute to suboptimal adherence, thus potentially limiting their benefits. Methods and Results We conducted a retrospective cohort study within a large, multi-site health system. We included patients with: ARNI prescription between November 20, 2020 and June 30, 2021; diagnosis of heart failure or left ventricular ejection fraction ≤40%; and available pharmacy or pharmacy benefit manager copayment data. The primary exposure was copayment, categorized as $0, $0.01 to $10, $10.01 to $100, and >$100. The primary outcome was prescription fill nonadherence, defined as the proportion of days covered <80% over 6 months. We assessed the association between copayment and nonadherence using multivariable logistic regression, and nonbinarized proportion of days covered using multivariable Poisson regression, adjusting for demographic, clinical, and neighborhood-level covariates. A total of 921 patients met inclusion criteria, with 192 (20.8%) having $0 copayment, 228 (24.8%) with $0.01 to $10 copayment, 206 (22.4%) with $10.01 to $100, and 295 (32.0%) with >$100. Patients with higher copayments had higher rates of nonadherence, ranging from 17.2% for $0 copayment to 34.2% for copayment >$100 (P<0.001). After multivariable adjustment, odds of nonadherence were significantly higher for copayment of $10.01 to $100 (odds ratio [OR], 1.93 [95% CI, 1.15-3.27], P=0.01) or >$100 (OR, 2.58 [95% CI, 1.63-4.18], P<0.001), as compared with $0 copayment. Similar associations were seen when assessing proportion of days covered as a proportion. Conclusions We found higher rates of not filling ARNI prescriptions among patients with higher copayments, which persisted after multivariable adjustment. Our findings support future studies to assess whether reducing copayments can increase adherence to ARNI and improve outcomes for heart failure.
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Affiliation(s)
- Amrita Mukhopadhyay
- Department of Medicine (Cardiology)New York University School of MedicineNew YorkNY
| | - Samrachana Adhikari
- Department of Population HealthNew York University School of MedicineNew YorkNY
| | - Xiyue Li
- Department of Population HealthNew York University School of MedicineNew YorkNY
| | - John A. Dodson
- Department of Medicine (Cardiology)New York University School of MedicineNew YorkNY
| | - Ian M. Kronish
- Center for Behavioral Cardiovascular HealthColumbia University Irving Medical CenterNew YorkNY
| | - Binita Shah
- Department of Medicine (Cardiology)VA New York Harbor Healthcare SystemNew YorkNY
| | - Maggie Ramatowski
- Department of Population HealthNew York University School of MedicineNew YorkNY
| | - Rumi Chunara
- New York University School of Computer Science & Engineering and School of Global Public HealthNew YorkNY
| | - Sam Kozloff
- Department of MedicineUniversity of UtahSalt Lake CityNY
| | - Saul Blecker
- Department of Population HealthNew York University School of MedicineNew YorkNY
- Department of MedicineNew York University School of MedicineNew YorkNY
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Basu R, Liu H. Financial Burdens of Out-of-Pocket Spending Among Medicare Fee-for-Service Beneficiaries: Role of the "Big Four" Chronic Health Conditions. Med Care Res Rev 2021; 79:576-584. [PMID: 34448418 DOI: 10.1177/10775587211032837] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
While Medicare is the universal source of health care coverage for Americans aged 65 years or older, the program requires significant cost sharing in terms of out-of-pocket (OOP) spending. We conducted a retrospective study using data from 2016 to 2018 Medicare Current Beneficiary Surveys of elderly community-dwelling beneficiaries (n = 10,431) linked with administrative data to estimate OOP spending associated with the "big four" chronic diseases (cardiovascular disease, cancer, diabetes, and chronic lung disease). We estimated a generalized linear model adjusting for predisposing, enabling, and need factors to estimate annual OOP spending. We found that beneficiaries with any of the "big four" chronic conditions spent 15% (p < .001) higher OOP costs and were 56% more likely to spend ≥20% of annual income on OOP expenditure (adjusted odds ratio = 1.56; p < .001) compared with those without any of those conditions. OOP spending appears to be heterogeneous across disease types and changing by conditions over time.
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Affiliation(s)
| | - Haiyong Liu
- East Carolina University, Greenville, NC, USA
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You J, Wang S, Li J, Luo Y. Usefulness of a Nurse-Led Program of Care for Management of Patients with Chronic Heart Failure. Med Sci Monit 2020; 26:e920469. [PMID: 32068197 PMCID: PMC7047924 DOI: 10.12659/msm.920469] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The aims of the present study were to determine whether a nurse-led program of care can improve medication adherence, quality of life (QoL), rates of rehospitalization, and all-cause mortality for chronic heart failure (CHF) patients. MATERIAL AND METHODS CHF patients were randomly assigned into either a control group or an intervention group. At 12 weeks, patients were followed up to evaluate the rate of medication adherence, QoL (as assessed by SF-12 physical and mental component score [PCS and MCS]), rehospitalization, and all-cause mortality. RESULTS We recruited 152 patients. No significant differences in demographics, comorbidities, CHF severity, or etiology at baseline were observed. At discharge, no significant differences in medications prescription, PCS (46 vs. 45), or MCS (55 vs. 56) were observed. However, at 12-week follow-up, compared to the control group, patients in the intervention group were more likely to keep on medications therapy, with a significantly higher use of angiotensin-converting enzyme inhibitor/angiotensin receptor blocker [73.8% vs. 59.7%], beta-blocker (62.5% vs. 51.4%), and aldosterone receptor antagonist (60% vs. 54.2%). Both PCS (35 vs. 40) and MCS (42 vs. 49) were also significantly lower in the control group versus the intervention groups (P<0.05). Patients in the control group had higher incident rate of rehospitalization (8.0% vs. 5.2% per person-week) than in the intervention group, with an incident rate ratio of 1.54 (95% confidence interval [CI]: 1.06-2.23). CONCLUSIONS A nurse-led discharge program of care can be a cost-effective and feasible approach for management of CHF patients in China.
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Affiliation(s)
- Jinyan You
- Department of Nursing, Hainan Western Central Hospital, Danzhou, Hainan, China (mainland)
| | - Suping Wang
- Department of Nursing, Cadre Sanatorium of Hainan and Geriatric Hospital of Hainan, Danzhou, Hainan, China (mainland)
| | - Jing Li
- Department of Nursing, Hainan Western Central Hospital, Danzhou, Hainan, China (mainland)
| | - Yuanping Luo
- Department of Cardiology, Chinese People's Liberation Army Logistic Support Hospital No. 928, Danzhou, Hainan, China (mainland)
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Backman WD, Levine SA, Wenger NK, Harold JG. Shared decision-making for older adults with cardiovascular disease. Clin Cardiol 2020; 43:196-204. [PMID: 31580493 PMCID: PMC7021653 DOI: 10.1002/clc.23267] [Citation(s) in RCA: 52] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 08/30/2019] [Accepted: 09/06/2019] [Indexed: 12/12/2022] Open
Abstract
Shared decision-making is appropriate for clinical decisions involving multiple reasonable options, which occur frequently in the cardiovascular care of older adults. The process includes the communication of relevant factual information between the patient and the clinician, elicitation of patient preferences, and a mutual agreement on the best course of action to meet the patient's personal goals. For older adults, there are common challenges and considerations with regard to shared decision-making, some of which (eg, cognitive impairment) may be biologically linked to cardiovascular disease. There are tools designed to facilitate the shared decision-making process, known as decision aids, which are broadly effective although have shortcomings when applied to older adults. Novel approaches in clinical research and health systems changes will go some way toward improving shared decision-making for older adults, but the greatest scope for improvement may be within the grass roots areas of communication skills, interdisciplinary teamwork, and simply asking our patients what matters most.
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Affiliation(s)
- Warren D. Backman
- Veterans Affairs New England Geriatric Research Education and Clinical CenterBostonMassachusetts
- Section of GeriatricsBoston University and Boston Medical CenterBostonMassachusetts
| | - Sharon A. Levine
- Division of Palliative Care and Geriatric MedicineMassachusetts General HospitalBostonMassachusetts
| | - Nanette K. Wenger
- Division of CardiologyEmory University School of MedicineAtlantaGeorgia
- Emory Heart and Vascular CenterAtlantaGeorgia
- Emory Women's Heart CenterAtlantaGeorgia
| | - John Gordon Harold
- Cedars‐Sinai Smidt Heart Institute and UCLA David Geffen School of MedicineLos AngelesCalifornia
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McHugh JP, Keohane L, Grebla R, Lee Y, Trivedi AN. Association of daily copayments with use of hospital care among medicare advantage enrollees. BMC Health Serv Res 2019; 19:961. [PMID: 31830987 PMCID: PMC6909444 DOI: 10.1186/s12913-019-4770-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 11/22/2019] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND While the traditional Medicare program imposes a deductible for hospital admissions, many Medicare Advantage plans have instituted per-diem copayments for hospital care. Little evidence exists about the effects of changes in cost-sharing for hospital care among the elderly. Changing inpatient benefits from a deductible to a per diem may benefit enrollees with shorter lengths of stay, but adversely affect the out-of-pocket burden for hospitalized enrollees with longer lengths of stay. METHODS We used a quasi-experimental difference-in-differences study to compare longitudinal changes in proportion hospitalized, inpatient admissions and days per 100 enrollees, and hospital length of stay between enrollees in MA plans that changed inpatient benefit from deductible at admission to per diem, intervention plans, and enrollees in matched control plans - similar plans that maintained inpatient deductibles. The study population included 423,634 unique beneficiaries enrolled in 23 intervention plans and 36 matched control plans in the 2007-2010 period. RESULTS The imposition of per-diem copayments were associated with adjusted declines of 1.3 admissions/100 enrollees (95% CI - 1.8 to - 0.9), 6.9 inpatient days/100 enrollees (95% CI - 10.1 to - 3.8) and 0.7 percentage points in the probability of hospital admission (95% CI - 1.0 to - 0.4), with no significant change in adjusted length of stay in intervention plans relative to control plans. For persons with 2 or more hospitalizations in the year prior to the cost-sharing change, adjusted declines were 3.5 admissions/100 (95% CI - 8.4 to 1.4), 31.1 days/100 (95% CI - 75.2 to 13.0) and 2.2 percentage points in the probability of hospitalization (95% CI - 3.8 to - 0.6) in intervention plans relative to control plans. CONCLUSIONS Instituting per-diem copayments was associated with reductions in number of admissions and hospital stays, but not length of stay once admitted. Effects of inpatient cost-sharing changes were magnified for persons with greater baseline use of hospital care.
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Affiliation(s)
- John P. McHugh
- Columbia University, Mailman School of Public Health, 722 West 168th Street, 4th Floor, New York, NY 10032 USA
| | - Laura Keohane
- Department of Health Policy, Vanderbilt University School of Medicine, 2525 West End Avenue, Suite 1200, Nashville, TN 37203 USA
| | - Regina Grebla
- Center for Gerontology and Health care Research, Brown University, 121 South Main Street, Providence, RI 02903 USA
| | - Yoojin Lee
- Center for Gerontology and Health care Research, Brown University, 121 South Main Street, Providence, RI 02903 USA
| | - Amal N. Trivedi
- Department of Health Services Policy and Practice, Brown University, 121 South Main Street, Providence, RI 02903 USA
- Providence Veterans Affairs Medical Center, 830 Chalkstone Avenue, Providence, RI 02908 USA
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