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Odouard IC, Anderson GF, Alexander GC, Ballreich J. Sociodemographic and spending characteristics of Medicare beneficiaries taking prescription drugs subject to price negotiations. J Manag Care Spec Pharm 2024; 30:269-278. [PMID: 38140901 DOI: 10.18553/jmcp.2023.23153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2023]
Abstract
BACKGROUND The 2022 Inflation Reduction Act authorizes Medicare to negotiate the prices of 10 drugs in 2026 and additional drugs thereafter. Understanding the sociodemographic and spending characteristics of beneficiaries taking these specific drugs could be important describing the impact of the legislation. OBJECTIVE To describe sociodemographic and spending characteristics of Medicare beneficiaries who use the 10 prescription drugs ("negotiated drugs") that will face Medicare drug price negotiations in 2026. METHODS A 20% sample of Medicare Part D beneficiaries from 2020 (n = 10,224,642) was used. Sociodemographic and spending characteristics were descriptively reported for beneficiaries taking the negotiated drugs, including subgroups by low-income subsidy (LIS) status and by drug, and for Part D beneficiaries not taking negotiated drugs. RESULTS Part D beneficiaries taking a negotiated drug compared with Part D beneficiaries not taking a negotiated drug overall had similar sociodemographic characteristics, more comorbidities (3.9 vs 2.2) and higher mean [median] Medicare ($33,882 [$18,251] vs $12,366 [$3,429]) and out-of-pocket (OOP) spending ($813 [$307] vs $441 [$160]). There was variation in characteristics by LIS status. The mean age was highest among non-LIS beneficiaries taking a negotiated drug compared with LIS beneficiaries taking a negotiated drug and beneficiaries not taking a negotiated drug (76.2 vs 69.9 vs 71.4). Among beneficiaries using negotiated drugs, a higher percentage of LIS beneficiaries compared with non-LIS was female (59.7% vs 48.0%), was Black (20.9% vs 6.6%), and resided in lower-income areas (39.1% vs 20.3%). Mean [median] annual Part D OOP spending for negotiated drugs was $115 [$59] for beneficiaries with LIS and $1,475 [$1,204] for beneficiaries without LIS. There were also differences depending on which negotiated drug was used. Drugs for cancer and blood clots had the highest proportions of White users, whereas type 2 diabetes and heart failure drugs had the highest proportions of Black users and beneficiaries residing in lower-income areas. Annual Part D OOP costs were lowest for sitagliptin (LIS: $104 [$60], non-LIS: $1,391 [$1,153]) and highest for ibrutinib (LIS: $649 [$649], non-LIS: $6,449 [$6,867]). Among non-LIS beneficiaries, 24% (22% to 76%) had more than $2,000 in OOP costs. CONCLUSIONS Inflation Reduction Act OOP spending caps and LIS expansion will lower prescription drug costs for beneficiaries with OOP costs exceeding $2,000 who are mostly White and live in higher-income areas, insulin users who are disproportionately Black with multiple chronic conditions, and beneficiaries with low incomes. However, these provisions will not impact the 76% of non-LIS beneficiaries using negotiated drugs who have OOP costs that are still substantial but below $2,000. Negotiations could reduce OOP costs through reduced coinsurance payments for this group, which is older and has more chronic conditions compared with beneficiaries not taking negotiated drugs. Part D plan design, spending, and utilization changes should be monitored after negotiation to determine if further solutions are needed to lower OOP costs for this group.
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Affiliation(s)
- Ilina C Odouard
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Gerard F Anderson
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - G Caleb Alexander
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Mudumba R, Chan HH, Cheng YY, Wang CC, Correia L, Ballreich J, Levy J. Cost-Effectiveness Analysis of Trastuzumab Deruxtecan Versus Trastuzumab Emtansine for Patients With Human Epidermal Growth Factor Receptor 2 Positive Metastatic Breast Cancer in the United States. Value Health 2024; 27:153-163. [PMID: 38042333 DOI: 10.1016/j.jval.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 09/20/2023] [Accepted: 11/22/2023] [Indexed: 12/04/2023]
Abstract
OBJECTIVES To assess the cost-effectiveness of trastuzumab deruxtecan compared with trastuzumab emtansine as second-line therapy for patients with human epidermal growth factor receptor 2 positive metastatic breast cancer from a US healthcare sector perspective. METHODS A 3-state partitioned survival model was developed to estimate the cost-effectiveness of trastuzumab deruxtecan compared with trastuzumab emtansine. For both treatments, modeled patients were administered treatment intravenously every 3 weeks indefinitely or until disease progression. Transition parameters were principally derived from the updated DESTINY-Breast03 phase III randomized clinical trial. Costs include drug costs extracted from Centers for Medicare and Medicaid Services average sales price and administrative, adverse event, and third-line therapy costs derived from published literature, measured in 2022 US dollars. Health utilities for health states and disutilities for adverse events were sourced from published literature. Effects were measured in quality-adjusted life years (QALYs). We conducted both probabilistic sensitivity analysis and comprehensive scenario analysis to test model assumptions and robustness, while utilizing a lifetime horizon. RESULTS In our base-case analysis, total costs for trastuzumab deruxtecan were $1 266 945, compared with $820 082 for trastuzumab emtansine. Total QALYs for trastuzumab deruxtecan were 5.09, compared with 3.15 for trastuzumab emtansine. The base-case incremental cost-effectiveness ratio was $230 285/QALY. Probabilistic sensitivity analysis indicated that trastuzumab deruxtecan had an 11.1% probability of being cost-effective at a $100 000 per QALY willingness-to-pay threshold. CONCLUSIONS Despite the higher efficacy of trastuzumab deruxtecan in patients with human epidermal growth factor receptor 2 positive metastatic breast cancer, our findings raise concern regarding its value at current prices.
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Affiliation(s)
- Rahul Mudumba
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA.
| | - Hui-Hsuan Chan
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Yuan-Yuan Cheng
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Chien-Chen Wang
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Luis Correia
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Jeromie Ballreich
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Joseph Levy
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
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Ballreich J, Kim HS, Socal M. Pediatric Drugs, Accelerated Approval, and Prospects for Reform. Paediatr Drugs 2024; 26:5-8. [PMID: 37837577 DOI: 10.1007/s40272-023-00597-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/17/2023] [Indexed: 10/16/2023]
Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD, 21205, USA.
| | - Hyung-Seok Kim
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD, 21205, USA
| | - Mariana Socal
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD, 21205, USA
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McLaughlin KH, Young DL, Colantuoni E, Funk K, Stone AM, Ballreich J, Hoyer EH. Impaired hospitalized patient mobility is associated with nurse injuries. Occup Med (Lond) 2023; 73:554-556. [PMID: 38079479 DOI: 10.1093/occmed/kqad135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2024] Open
Abstract
BACKGROUND Staff injuries adversely affect the health of staff members as well the ability of health care teams to effectively care for patients. Identifying patients who pose an increased risk of injury may allow for the planning of risk mitigation strategies, but few studies have examined patient factors associated with staff injury risk. AIMS Examine the relationship between staff injury and patient mobility, which has been linked to other key hospital outcomes. METHODS Linking occupational health and electronic medical record data, we examined documented patient mobility levels, based on the Activity Measure for Post-Acute Care (AM-PAC) and the Johns Hopkins Highest Level of Mobility (JH-HLM) Scale, on the day prior to injury. In addition, we created a matched cohort of control patients not associated with staff injury to examine the influence of patient mobility on the odds of staff injury. RESULTS We identified 199 staff injuries associated with 181 patients with 1063 matched controls. Patients had median scores of 11 and 3 on the AM-PAC and JH-HLM, respectively, indicating moderate-severe mobility impairments. In addition, scores in the lowest AM-PAC tertile (6-15) and lowest JH-HLM tertile (1-4) were associated with a 4.46-fold and 2.90-fold increase in the odds of nurse injury, respectively. CONCLUSIONS These results indicate that moderate-severe mobility impairments are associated with increased risk of nurse injury. Hospitals and clinical care teams should consider documenting mobility routinely and utilizing these values to identify patients who pose an increased risk of nurse injury.
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Affiliation(s)
- K H McLaughlin
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21287, USA
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, 600 N. Wolfe Street, Baltimore, MD 21287, USA
| | - D L Young
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21287, USA
- Department of Physical Therapy, University of Nevada; Las Vegas, 4505 S. Maryland Pkwy, Las Vegas, NV 89154, USA
| | - E Colantuoni
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolf Street, Baltimore, MD 21205, USA
| | - K Funk
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, 600 N. Wolfe Street, Baltimore, MD 21287, USA
| | - A M Stone
- Department of Health, Safety, and Environment, Johns Hopkins University School of Medicine, 1800 Orleans Street, Baltimore, MD 21287, USA
| | - J Ballreich
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, 615 N Wolf Street, Baltimore, MD 21205, USA
| | - E H Hoyer
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21287, USA
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Park S, Ward T, Sudimack A, Cox S, Ballreich J. Cost-effectiveness analysis of a digital Diabetes Prevention Program (dDPP) in prediabetic patients. J Telemed Telecare 2023:1357633X231174262. [PMID: 37287252 DOI: 10.1177/1357633x231174262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVES To assess the cost-effectiveness of a digital Diabetes Prevention Program (dDPP) in preventing type 2 diabetes mellitus among prediabetic patients from a health system perspective over a 10-year time horizon. METHODS A Markov cohort model was constructed to assess the cost-effectiveness of dDPP compared to a small group education (SGE) intervention. Transition probabilities for the first year of the model were derived from two clinical trials on dDPP. Transition probabilities for longer-term effects were derived from meta-analyses on lifestyle and Diabetes Prevention Program interventions. Cost and health utilities were derived from published literature. Partial completion of interventions was incorporated to provide a robust prediction of a real-world deployment. Parameter uncertainties were assessed using univariate and probabilistic sensitivity analyses. Cost-effectiveness was measured by an incremental cost-effectiveness ratio (ICER) between dDPP and SGE from a health system perspective over a 10-year time horizon. RESULTS The dDPP dominated the SGE at the $50,000, $100,000, and $150,000 willingness-to-pay thresholds per quality-adjusted life years (QALYs). The base case analysis at the $100,000 willingness-to-pay threshold (WTP) revealed a dominated ICER, with the SGE costing $1332 more and accruing an average of 0.04 fewer QALYs. Probabilistic sensitivity analysis showed that the dDPP was preferred in 64.4% of simulations across the $100,000 WTP thresholds. CONCLUSIONS The findings comparing a dDPP to an SGE suggest that a dDPP can be cost-effective for patients with a high risk of developing type 2 diabetes.
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Affiliation(s)
- Sooyeol Park
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA
| | - Trevor Ward
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Andrew Sudimack
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Sam Cox
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Ballreich J, Socal M, Bennett CL, Xuan A, Trujillo A, Anderson G. Accelerated approval drug labels often lack information for clinical decision-making. Pharmacotherapy 2023; 43:300-304. [PMID: 36872463 DOI: 10.1002/phar.2789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/20/2023] [Accepted: 02/22/2023] [Indexed: 03/07/2023]
Abstract
STUDY OBJECTIVE We evaluated US Food and Drug Administration labels for drugs approved under the accelerated approval pathway and whether these labels contained in sufficient information regarding their accelerated approval. DESIGN Retrospective, observational, cohort study. DATA SOURCE Label information for drugs with an accelerated approved indication were ascertained from two online platforms: Drugs@FDA and FDA Drug Label Repository. INTERVENTION Drugs with indications receiving accelerated approval after January 1, 1992, but had not received full approval by December 31, 2020. MEASUREMENTS Outcomes include whether the drug label indicated the use of the accelerated approval pathway, identified the specific surrogate marker(s) that supported it, or described the clinical outcomes being evaluated in post-approval commitment trials. RESULTS 253 clinical indications corresponding to 146 drugs received accelerated approval. We identified a total of 110 accelerated approval indications across 62 drugs that had not received full approval by December 31, 2020. A total of 13% of labels for accelerated approved indications lacked sufficient information that approval was via the accelerated approval or based on surrogate outcome measures: 7% did not mention accelerated approval but described surrogate markers, 4% did not mention accelerated approval nor describe surrogate markers, and 2% mentioned accelerated approval but did not describe surrogate markers. No label described the clinical outcomes being evaluated in post-approval commitment trials. CONCLUSION Labels for accelerated approved clinical indications that do not yet have full approval should be revised to include the information required in the FDA guidance to help guide clinical decision-making.
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Mariana Socal
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Charles L Bennett
- The University of South Carolina College of Pharmacy, Columbia, South Carolina, USA.,The Center for Comparative Effectiveness, The City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Andrew Xuan
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Antonio Trujillo
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Gerard Anderson
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Ballreich J, Socal M, Anderson GF. Anticipating Reforms to the Prescription Drug User Fees Act. JAMA Netw Open 2022; 5:e2239341. [PMID: 36318213 DOI: 10.1001/jamanetworkopen.2022.39341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/12/2023] Open
Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Mariana Socal
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Gerard F Anderson
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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Patenaude B, Ballreich J. Modeling the potential economic benefits of an oral SARS-CoV-2 vaccine during an outbreak of COVID-19. BMC Public Health 2022; 22:1792. [PMID: 36131266 PMCID: PMC9492305 DOI: 10.1186/s12889-022-14148-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 09/08/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Given patient preferences, the choice of delivery modality for vaccines against SARS-CoV-2 has the potential to significantly impact both health and economic consequences of an outbreak of COVID-19. This study models the projected health and economic impact of an oral COVID-19 vaccine in the United States during an outbreak occurring between December 1, 2021 and February 16, 2022. METHODS: A cost-of-illness economic decision analysis model is utilized to assess both the health and economic impact of an oral vaccine delivery platform compared with the status quo deployment of existing intramuscular vaccines against COVID-19. Health impact is assessed in terms of predicted cases, deaths, hospitalization days, intensive care unit admission days, and mechanical ventilation days averted. Health system economic impact is assessed based on the cost-of-illness averted derived from the average daily costs of medical care, stratified by severity. Productivity loss due to premature death is estimated based on regulatory analysis guidelines proposed by the U.S. Department of Health and Human Services. RESULTS: Based upon preference data, we estimate that the availability of an oral COVID-19 vaccine would increase vaccine uptake from 214 million people to 232 million people. This higher vaccination rate was estimated to result in 2,497,087 fewer infections, 25,709 fewer deaths, 1,365,497 fewer hospitalization days, 186,714 fewer Intensive Care Unit (ICU) days, and 80,814 fewer patient days requiring mechanical ventilation (MV) compared with the status quo. From a health systems perspective, this translates into $3.3 billion in health sector costs averted. An additional $139-$450 billion could have been averted in productivity loss due to a reduction in premature deaths. CONCLUSIONS Vaccine delivery modalities that are aligned with patient preferences have the ability to increase vaccination uptake and reduce both the health and economic impact of an outbreak of COVID-19. We estimate that the total economic impact of productivity loss and health systems cost-of-illness averted from an oral vaccine could range from 0.6%-2.9% of 2021 U.S, Gross Domestic Product (GDP).
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Affiliation(s)
- Bryan Patenaude
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, 615 North Wolfe Street, Baltimore, MD, 21205, USA.
| | - Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 North Broadway, Baltimore, MD, 21205, USA
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Trujillo AJ, Gutierrez JC, Garcia Morales EE, Socal M, Ballreich J, Anderson G. Trajectories of prices in generic drug markets: what can we infer from looking at trajectories rather than average prices? Health Econ Rev 2022; 12:37. [PMID: 35819735 PMCID: PMC9278003 DOI: 10.1186/s13561-022-00384-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 06/15/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Well-functioning competitive markets are key to controlling generic drug prices. This is important since over 90% of all drugs sold in the US are generics. Recently, there have been examples of large price increases in the generic market. METHODS This paper examines price trajectories for generic drugs using a group-based trajectory modelling approach (GBTM). We fit the model using quarterly price information in the IBM MarketScan claims database for the past decade. RESULTS We identify three dominant price trajectories for this period: rapid increase trajectories, slow decline and rapid decline. Most generic drugs show a slow or a rapid decline in price trajectories. However, around 17% of all generic drugs show rapid price increase trajectories. CONCLUSIONS As Congress is exploring an excise tax on drugs whose list price increases faster than the rate of inflation, we discuss what drugs would be most likely to be affected by this law.
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Affiliation(s)
- Antonio J. Trujillo
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
| | - Jose C. Gutierrez
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
| | | | - Mariana Socal
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
| | - Jeromie Ballreich
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
| | - Gerard Anderson
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, USA
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Abstract
BACKGROUND The U.S. Food and Drug Administration provides accelerated approval to drugs on the basis of surrogate end points deemed to be "reasonably likely" to predict clinical benefit. To receive full approval, drugs must complete a confirmatory trial. Although most accelerated approved drugs ultimately receive full approval, others remain on the market without full approval for many years, and some are withdrawn before full approval is granted. Until confirmatory trials are completed and full approval is granted, there is uncertainty surrounding each drug's clinical benefits. OBJECTIVE To estimate fee-for-service Medicare payments on accelerated approved drugs without full approvals. DESIGN Cross-sectional analysis. SETTING Fee-for-service Medicare Part B and Part D drug claims in 2019. PARTICIPANTS Beneficiaries enrolled in Medicare Part B and Part D plans. MEASUREMENTS Medicare spending for drugs treating accelerated approved indications without full approval, beneficiary spending, and drug characteristics. RESULTS In 2019, 45 drugs associated with 69 accelerated approved indications lacked full approval. Of those, the fee-for-service Medicare program spent $1.2 billion on 36 drugs across 55 indications. Medicare beneficiaries had $209 million in out-of-pocket spending on these drugs. Oncology drugs represented 82% of these indications and 72% of the Medicare spending. Extrapolating to Medicare Advantage, total Medicare spending on these drugs in 2019 was $1.8 billion. LIMITATIONS The study drugs may have clinical benefit and may come to receive full approval after this analysis. The algorithm used to identify accelerated approved indications is novel. Generalizability to other years is unclear. CONCLUSION In 2019, fee-for-service Medicare spent $1.2 billion on accelerated approved drugs without full approval. Medicare should adjust incentives to encourage sponsors to complete confirmatory trials as soon as possible. PRIMARY FUNDING SOURCE Laura and John Arnold Foundation.
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management and Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (J.B., M.S., G.A.)
| | - Mariana Socal
- Department of Health Policy & Management and Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (J.B., M.S., G.A.)
| | - Charles L Bennett
- University of South Carolina College of Pharmacy, Columbia, South Carolina, and the Center for Comparative Effectiveness Research, the Beckman Institute, and the City of Hope Comprehensive Cancer Center, Duarte, California (C.L.B.)
| | - Martin W Schoen
- Department of Internal Medicine, Saint Louis University School of Medicine, Saint Louis, Missouri (M.W.S.)
| | - Antonio Trujillo
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (A.T.)
| | - Andrew Xuan
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (A.X.)
| | - Gerard Anderson
- Department of Health Policy & Management and Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland (J.B., M.S., G.A.)
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Emmett SD, Platt A, Turner EL, Gallo JJ, Labrique AB, Inglis SM, Jenson CD, Parnell HE, Wang NY, Hicks KL, Egger JR, Halpin PF, Yong M, Ballreich J, Robler SK. Mobile health school screening and telemedicine referral to improve access to specialty care in rural Alaska: a cluster- randomised controlled trial. Lancet Glob Health 2022; 10:e1023-e1033. [PMID: 35714630 PMCID: PMC10642973 DOI: 10.1016/s2214-109x(22)00184-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 03/23/2022] [Accepted: 03/31/2022] [Indexed: 01/10/2023]
Abstract
BACKGROUND School-based programmes, including hearing screening, provide essential preventive services for rural children. However, minimal evidence on screening methodologies, loss to follow-up, and scarcity of specialists for subsequent care compound rural health disparities. We hypothesised telemedicine specialty referral would improve time to follow-up for school hearing screening compared with standard primary care referral. METHODS In this cluster-randomised controlled trial conducted in 15 rural Alaskan communities, USA, we randomised communities to telemedicine specialty referral (intervention) or standard primary care referral (control) for school hearing screening. All children (K-12; aged 4-21 years) enrolled in Bering Straight School District were eligible. Community randomisation occurred within four strata using location and school size. Participants were masked to group allocation until screening day, and assessors were masked throughout data collection. Screening occurred annually, and children who screened positive for possible hearing loss or ear disease were monitored for 9 months from the screening date for follow-up. Primary outcome was the time to follow-up after a positive hearing screen; analysis was by intention to treat. The trial was registered with ClinicalTrials.gov, NCT03309553. FINDINGS We recruited participants between Oct 10, 2017, and March 28, 2019. 15 communities were randomised: eight (750 children) to telemedicine referral and seven (731 children) to primary care referral. 790 (53·3%) of 1481 children screened positive in at least one study year: 391 (52∤1%) in the telemedicine referral communities and 399 (50∤4%) in the primary care referral communities. Of children referred, 268 (68·5%) in the telemedicine referral communities and 128 (32·1%) in primary care referral communities received follow-up within 9 months. Among children who received follow-up, mean time to follow-up was 41·5 days (SD 55·7) in the telemedicine referral communities and 92·0 days (75·8) in the primary care referral communities (adjusted event-time ratio 17·6 [95% CI 6·8-45·3] for all referred children). There were no adverse events. INTERPRETATION Telemedicine specialty referral significantly improved the time to follow-up after hearing screening in Alaska. Telemedicine might apply to other preventive school-based services to improve access to specialty care for rural children. FUNDING Patient-Centered Outcomes Research Institute.
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Affiliation(s)
- Susan D Emmett
- Department of Head and Neck Surgery and Communication Science, Duke University School of Medicine, Duke University, Durham, NC, USA; Duke Global Health Institute, Duke University, Durham, NC, USA; Center for Health Policy and Inequalities Research, Duke University, Durham, NC, USA.
| | - Alyssa Platt
- Duke Global Health Institute, Duke University, Durham, NC, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Elizabeth L Turner
- Duke Global Health Institute, Duke University, Durham, NC, USA; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Joseph J Gallo
- Mixed Methods Research Training Program, Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Alain B Labrique
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - S Meade Inglis
- Duke Global Health Institute, Duke University, Durham, NC, USA; Center for Health Policy and Inequalities Research, Duke University, Durham, NC, USA
| | - Cole D Jenson
- Department of Audiology, Norton Sound Health Corporation, Nome, AK, USA
| | - Heather E Parnell
- Duke Global Health Institute, Duke University, Durham, NC, USA; Center for Health Policy and Inequalities Research, Duke University, Durham, NC, USA
| | - Nae-Yuh Wang
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kelli L Hicks
- Department of Otolaryngology-Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Joseph R Egger
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | - Peter F Halpin
- School of Education, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Michael Yong
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; BC Rotary Hearing and Balance Centre, Division of Otolaryngology-Head and Neck Surgery, Department of Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Samantha Kleindienst Robler
- Department of Audiology, Norton Sound Health Corporation, Nome, AK, USA; Department of Population Health, Norton Sound Health Corporation, Nome, AK, USA
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12
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Wang L, Hong H, Alexander GC, Brawley OW, Paller CJ, Ballreich J. Cost-Effectiveness of Systemic Treatments for Metastatic Castration-Sensitive Prostate Cancer: An Economic Evaluation Based on Network Meta-Analysis. Value Health 2022; 25:796-802. [PMID: 35500949 PMCID: PMC9844549 DOI: 10.1016/j.jval.2021.10.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 10/03/2021] [Accepted: 10/14/2021] [Indexed: 05/30/2023]
Abstract
OBJECTIVES To assess the cost-effectiveness of systemic treatments for metastatic castration-sensitive prostate cancer from the US healthcare sector perspective with a lifetime horizon. METHODS We built a partitioned survival model based on a network meta-analysis of 7 clinical trials with 7287 patients aged 36 to 94 years between 2004 and 2018 to predict patient health trajectories by treatment. We tested parameter uncertainties with probabilistic sensitivity analyses. We estimated drug acquisition costs using the Federal Supply Schedule and adopted generic drug prices when available. We measured cost-effectiveness by an incremental cost-effectiveness ratio (ICER). RESULTS The mean costs were approximately $392 000 with androgen deprivation therapy (ADT) alone and approximately $415 000, $464 000, $597 000, and $959 000 with docetaxel, abiraterone acetate, enzalutamide, and apalutamide, added to ADT, respectively. The mean quality-adjusted life-years (QALYs) were 3.38 with ADT alone and 3.92, 4.76, 3.92, and 5.01 with docetaxel, abiraterone acetate, enzalutamide, and apalutamide, added to ADT, respectively. As add-on therapy to ADT, docetaxel had an ICER of $42 069 per QALY over ADT alone; abiraterone acetate had an ICER of $58 814 per QALY over docetaxel; apalutamide had an ICER of $1 979 676 per QALY over abiraterone acetate; enzalutamide was dominated. At a willingness to pay below $50 000 per QALY, docetaxel plus ADT is likely the most cost-effective treatment; at any willingness to pay between $50 000 and $200 000 per QALY, abiraterone acetate plus ADT is likely the most cost-effective treatment. CONCLUSIONS These findings underscore the value of abiraterone acetate plus ADT given its relative cost-effectiveness to other systemic treatments for metastatic castration-sensitive prostate cancer.
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Affiliation(s)
- Lin Wang
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Center for Drug Safety and Effectiveness, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Hwanhee Hong
- Department of Biostatistics and Bioinformatics and Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - G Caleb Alexander
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Center for Drug Safety and Effectiveness, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Otis W Brawley
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Channing J Paller
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeromie Ballreich
- Center for Drug Safety and Effectiveness, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA; Department of Health Policy and Management, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
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13
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Patenaude B, Ballreich J. Estimating & comparing greenhouse gas emissions for existing intramuscular COVID-19 vaccines and a novel thermostable oral vaccine. J Clim Chang Health 2022; 6:100127. [PMID: 35262040 PMCID: PMC8894686 DOI: 10.1016/j.joclim.2022.100127] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 02/08/2022] [Accepted: 03/01/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Climate impacts are rarely considered in health impact and economic assessments of public health programs. This study estimates the greenhouse gas (GHG) emissions averted by a novel oral SARS-CoV-2 (COVID-19) vaccine compared with four existing intramuscular vaccines: AstraZeneca's COVISHIELD®, Pfizer/BioNTech's COMIRNATY®, Moderna's mRNA-1273, and Johnson & Johnson's Ad26.COV2.S COVID-19 vaccine. METHODS We estimated GHG emissions averted for five vaccine modalities across nine countries. GHG emissions averted were derived from differences in cold chain logistics, production of vaccine supplies, and medical waste disposal. Countryspecific data including population coverage and electricity production mix were included in GHG emissions calculations. Results are presented in averted GHG per vaccine course and country level based on modeled vaccination demand. FINDINGS Per course, an oral vaccine is estimated to avert between 0.007 and 0.024 kgCO2e compared with Johnson & Johnson, 0.013 to 0.048 kgCO2e compared with AstraZeneca, 0.23 to 0.108 kgCO2e compared with Moderna, and 0.134 to 0.466 kgCO2e compared with Pfizer/BioNTech. The total GHG averted varied across countries based upon predicted demand, mix of electrical production, and vaccination strategy with the largest emissions reductions projected for India and the United States. INTERPRETATION Our results demonstrate large potential GHG emissions reductions from the use of oral vs. intramuscular vaccines for mass COVID-19 vaccination programs. Up to 82.25 million kgCO2e could be averted from utilization of an oral vaccine in the United States alone, which is equivalent to eliminating 17,700 automobiles from the road for one year. FUNDING Funding was provided by Vaxart, Inc. Vaxart, Inc. is currently developing an oral COVID-19 vaccine, the characteristics of which were utilized to define the thermostable oral vaccine discussed in this study. Apart from providing data on the characteristics of the oral vaccine under development, the funders had no influence over the study design, methods, statistical analyses, results, framing of results, decision to submit the manuscript for publication, or choice of journal.
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Affiliation(s)
- Bryan Patenaude
- Johns Hopkins Bloomberg School of Public Health, Department of International Health, 615 North Wolfe Street, Baltimore, MD 21205, United States
| | - Jeromie Ballreich
- Johns Hopkins Bloomberg School of Public Health, Department of Health Policy and Management, 624 North Broadway, Baltimore, MD 21205, United States
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14
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Alexander GC, Ballreich J, Mansour O, Dowdy DW. Effect of reductions in opioid prescribing on opioid use disorder and fatal overdose in the United States: a dynamic Markov model. Addiction 2022; 117:969-976. [PMID: 34590369 DOI: 10.1111/add.15698] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 09/01/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND AND AIMS Despite prescribing declines between 2011 and 2019, opioid morbidity and mortality in the United States continued to rise during this period. We estimated the relationship between opioid prescribing, opioid use disorder (OUD) and fatal opioid overdose in the United States. DESIGN Dynamic Markov model. SETTING United States, using data from the National Survey on Drug Use and Health, Centers for Disease Control and Prevention, National Health and Nutrition Examination Survey and National Epidemiologic Survey on Alcohol and Related Conditions III. PARTICIPANTS Simulated US individuals 12+ years of age from the general population or with prescription opioid medical use, prescription opioid non-medical use, illicit opioid (e.g. heroin, illicit fentanyl) use, prescription OUD, illicit OUD with a history of prior prescription opioid non-medical use or non-fatal or fatal opioid overdose. MEASUREMENTS Active OUD cases and fatal prescription opioid overdoses. FINDINGS Between 2010 and 2019, opioid prescribing declined 42.5%. Although fatal opioid overdoses increased by 103.2%, these reductions in opioid prescribing averted an estimated 9600 [95% uncertainty interval (UI) = 7205, 15 478] deaths starting in 2011 relative to continued prescribing at 2010 levels-and are projected to avert another 50 918 (95% UI = 38 829, 79 795) overdose deaths between 2020 and 2029. The median time from initial opioid prescription to fatal opioid overdose was 5.2 years. Of the 2.4 million (95% UI = 2.2 million, 2.7 million) individuals in the United States with estimated active OUD in 2019, 65% (95% UI = 59%, 71%) were attributable to initial opioid use occurring prior to 2011, whereas 14% (95% UI = 12%, 17%) were attributable to initial opioid use occurring between 2017 and 2019. The impact, by 2029, of additional reductions in prescribing initiated in 2020 would be more than three times greater than that of similar reductions initiated in 2025. CONCLUSIONS Observed reductions in opioid prescribing volume in the United States from 2010 to 2019 appear to have saved approximately 9600 lives by 2019 and are anticipated to avert more than 50 000 fatal overdoses by 2029.
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Affiliation(s)
- G Caleb Alexander
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.,Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD, USA.,Monument Analytics, Baltimore, MD, USA
| | - Jeromie Ballreich
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.,Monument Analytics, Baltimore, MD, USA.,Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - David W Dowdy
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.,Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD, USA.,Monument Analytics, Baltimore, MD, USA
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15
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Killelea A, Johnson J, Dangerfield DT, Beyrer C, McGough M, McIntyre J, Gee RE, Ballreich J, Conti R, Horn T, Pickett J, Sharfstein JM. Financing and Delivering Pre-Exposure Prophylaxis (PrEP) to End the HIV Epidemic. J Law Med Ethics 2022; 50:8-23. [PMID: 35902089 PMCID: PMC9341207 DOI: 10.1017/jme.2022.30] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The U.S. has the tools to end the HIV epidemic, but progress has stagnated. A major gap in U.S. efforts to address HIV is the under-utilization of medications that can virtually eliminate acquisition of the virus, known as pre-exposure prophylaxis (PrEP). This document proposes a financing and delivery system to unlock broad access to PrEP for those most vulnerable to HIV acquisition and bring an end to the HIV epidemic.
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16
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Abstract
Antiretroviral pre-exposure prophylaxis (PrEP) is protective against HIV. Low utilization rates amongst HIV vulnerable populations are due in part to the high cost of PrEP. Generic PrEP offers the potential to improve health at significantly reduced costs. In this study, we examine early utilization patterns and prices for generic PrEP. We discuss the opportunities and challenges for generic PrEP to improve health among HIV vulnerable populations.
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17
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Ballreich J, Ezebilo I, Khalifa BA, Choe J, Anderson G. Coverage of genetic therapies for spinal muscular atrophy across fee-for-service Medicaid programs. J Manag Care Spec Pharm 2021; 28:39-47. [PMID: 34949120 PMCID: PMC10372955 DOI: 10.18553/jmcp.2022.28.1.39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND: Genetic therapies are a promising treatment for children born with spinal muscular atrophy (SMA); however, their high price tags can evoke coverage restrictions. OBJECTIVE: To assess variation in coverage guidelines across fee-for-service state Medicaid programs for 2 novel genetic therapies, nusinersen and onasemnogene abeparvovec, that treat SMA. We also assessed the association of these coverage guidelines with use of the 2 genetic therapies. METHODS: We evaluated fee-for-service Medicaid coverage policies for nusinersen and onasemnogene abeparvovec from publicly available websites for the period February 2020-March 2020. We then documented areas of agreement and disagreement across 4 key coverage domains. We used 2018 and 2019 state Medicaid drug utilization data to calculate the use of nusinersen across Medicaid programs and assessed that use against the restrictiveness of the coverage guidelines. RESULTS: We identified 19 state Medicaid coverage guidelines for nusinersen. Most states agreed on diagnostics requirements; however, there were disagreements based on ventilator status. We identified 17 state Medicaid coverage guidelines for onasemnogene abeparvovec. There was more discordance in these coverage guidelines compared with nusinersen, notably in domains of SMN2 gene count and ventilator status. When comparing utilization of nusinersen with coverage restrictions, we found that the more restrictive states had considerably lower utilization of nusinersen. CONCLUSIONS: There was significant variation across fee-for-service Medicaid coverage policies for nusinersen and onasemnogene abeparvovec. Although states can impose individual coverage guidelines for each drug, we presented policy options that could reduce variation and potentially decrease the cost burden of these drugs. DISCLOSURES: This study was funded by Arnold Ventures. The authors have no conflicts of interest to disclose.
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management and Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Ijeamaka Ezebilo
- Department of Health Policy & Management and Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Banda Abdallah Khalifa
- Department of Health Policy & Management and Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Joshua Choe
- Department of Health Policy & Management and Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Gerard Anderson
- Department of Health Policy & Management and Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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18
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Charles Bennet
- The University of South Carolina College of Pharmacy, Columbia.,The Center for Comparative Effectiveness, The City of Hope Comprehensive Cancer Center, Duarte, California
| | - Thomas J Moore
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, DC
| | - G Caleb Alexander
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, Maryland
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19
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Yong M, Wu YQ, Howlett J, Ballreich J, Walgama E, Thamboo A. Cost-effectiveness analysis comparing dupilumab and aspirin desensitization therapy for chronic rhinosinusitis with nasal polyposis in aspirin-exacerbated respiratory disease. Int Forum Allergy Rhinol 2021; 11:1626-1636. [PMID: 34309219 DOI: 10.1002/alr.22865] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/25/2021] [Accepted: 06/25/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Chronic rhinosinusitis with nasal polyposis (CRSwNP) in the setting of aspirin-exacerbated respiratory disease (AERD) is a disease that is difficult to treat and prone to recurrence. Dupilumab is a promising treatment for these patients, but its cost-effectiveness has not yet been compared with aspirin (acetylsalicyclic acid, or ASA) desensitization, a known and effective treatment. We aimed to compare the cost-effectiveness of ASA desensitization with dupilumab therapy for the treatment of CRSwNP in AERD. METHODS Analyses of cost-effectiveness, as measured in quality-adjusted life years (QALYs), and cost-utility, as measured in number of required revision endoscopic sinus surgeries (ESSs), were conducted. RESULTS ASA desensitization after ESS was cost-effective and dominated appropriate medical management. Adding salvage dupilumab was also cost-effective (incremental cost-effectiveness ratio [ICER] $135,517.33), and upfront dupilumab therapy was not cost-effective in any scenario (ICER $273,181.32). The cost-utility analysis demonstrated that, over a 10-year period per patient, appropriate medical management after ESS cost $54,125.31 and resulted in 2.25 revision ESSs, ASA desensitization after ESS cost $53,775.15 and resulted in 2.02 revision ESSs, ASA desensitization with salvage dupilumab cost $121,176.25 and resulted in 1.68 revision ESSs, and upfront dupilumab cost $185,950.34 and resulted in 1.51 revision ESSs. CONCLUSION Dupilumab for the treatment of severe CRSwNP was found to be cost-effective as salvage therapy under the willingness-to-pay threshold of $150,000. Further analysis highlighted that the cost-effectiveness of dupilumab was most sensitive to drug price and expected gains in quality of life. This suggests that additional investigation into improving patient population selection and tailoring treatment algorithms may improve the cost-effectiveness of dupilumab in specific scenarios.
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Affiliation(s)
- Michael Yong
- Faculty of Medicine, Division of Otolaryngology-Head and Neck Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Yu Qi Wu
- Faculty of Medicine, Division of Otolaryngology-Head and Neck Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Joel Howlett
- Faculty of Medicine, Division of Otolaryngology-Head and Neck Surgery, University of British Columbia, Vancouver, BC, Canada
| | - Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Evan Walgama
- Division of Head & Neck Surgery, MD Anderson Cancer Center, Houston, TX
| | - Andrew Thamboo
- Faculty of Medicine, Division of Otolaryngology-Head and Neck Surgery, University of British Columbia, Vancouver, BC, Canada
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20
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Ballreich J, Jin J, Kundu P, Chatterjee N. Provider and Patient Characteristics of Medicare Beneficiaries Who Are High-Risk for COVID-19 Mortality. J Gen Intern Med 2021; 36:2189-2190. [PMID: 33959885 PMCID: PMC8102052 DOI: 10.1007/s11606-021-06857-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/26/2021] [Indexed: 11/20/2022]
Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Jin Jin
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Prosenjit Kundu
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Nilanjan Chatterjee
- Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
- Department of Oncology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
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21
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Frick KD, Kacker S, Ballreich J. Consider expenditure controls' impacts on equity. EClinicalMedicine 2021; 36:100913. [PMID: 34124635 PMCID: PMC8173247 DOI: 10.1016/j.eclinm.2021.100913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Accepted: 05/04/2021] [Indexed: 12/03/2022] Open
Affiliation(s)
- Kevin D Frick
- Johns Hopkins Carey Business School, 100 International Drive, Room 556, Baltimore, MD 21202, United States
- Corresponding author.
| | - Seema Kacker
- Johns Hopkins University School of Medicine, United States
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22
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Padula WV, Malaviya S, Reid NM, Cohen BG, Chingcuanco F, Ballreich J, Tierce J, Alexander GC. Economic value of vaccines to address the COVID-19 pandemic: a U.S. cost-effectiveness and budget impact analysis. J Med Econ 2021; 24:1060-1069. [PMID: 34357843 PMCID: PMC9897209 DOI: 10.1080/13696998.2021.1965732] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
AIMS The Novel Coronavirus (COVID-19) has infected over two hundred million worldwide and caused 4.4 million of deaths as of August 2021. Vaccines were quickly developed to address the pandemic. We sought to analyze the cost-effectiveness and budget impact of a non-specified vaccine for COVID-19. MATERIALS AND METHODS We constructed a Markov model of COVID-19 infections using a susceptible-exposed-infected-recovered structure over a 1-year time horizon from a U.S. healthcare sector perspective. The model consisted of two arms: do nothing and COVID-19 vaccine. Hospitalization and mortality rates were calibrated to U.S. COVID-19 reports as of November 2020. We performed economic calculations of costs in 2020 U.S. dollars and effectiveness in units of quality-adjusted life years (QALYs) to measure the budget impact and incremental cost-effectiveness at a $100,000/QALY threshold. RESULTS Vaccines have a high probability of reducing healthcare costs and increasing QALYs compared to doing nothing. Simulations showed reductions in hospital days and mortality by more than 50%. Even though this represents a major U.S. investment, the budget impacts of these technologies could save program costs by up to 60% or more if uptake is high. LIMITATIONS The economic evaluation draws on the reported values of the clinical benefits of COVID-19 vaccines, although we do not currently have long-term conclusive data about COVID-19 vaccine efficacies. CONCLUSIONS Spending on vaccines to mitigate COVID-19 infections offer high-value potential that society should consider. Unusually high uptake in vaccines in a short amount of time could result in unprecedented budget impacts to government and commercial payers. Governments should focus on expanding health system infrastructure and subsidizing payer coverage to deliver these vaccines efficiently.
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Affiliation(s)
- William V Padula
- Department of Pharmaceutical & Health Economics, School of Pharmacy, University of Southern California, Los Angeles, CA, USA
- The Leonard D. Schaeffer Center for Health Policy & Economics, University of Southern California, Los Angeles, CA, USA
- Department of Acute & Chronic Care, Johns Hopkins School of Nursing, Baltimore, MD, USA
- Monument Analytics, Baltimore, MD, USA
| | - Shreena Malaviya
- Monument Analytics, Baltimore, MD, USA
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | | | | | - Jeromie Ballreich
- Monument Analytics, Baltimore, MD, USA
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jonothan Tierce
- Monument Analytics, Baltimore, MD, USA
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - G Caleb Alexander
- Monument Analytics, Baltimore, MD, USA
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD, USA
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23
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Abstract
IMPORTANCE The US opioid epidemic is complex and dynamic, yet relatively little is known regarding its likely future impact and the potential mitigating impact of interventions to address it. OBJECTIVE To estimate the future burden of the opioid epidemic and the potential of interventions to address the burden. DESIGN, SETTING, AND PARTICIPANTS A decision analytic dynamic Markov model was calibrated using 2010-2018 data from the National Survey on Drug Use and Health, Centers for Disease Control and Prevention, National Health and Nutrition Examination Survey, the US Census, and National Epidemiologic Survey on Alcohol and Related Conditions-III. Data on individuals 12 years or older from the US general population or with prescription opioid medical use; prescription opioid nonmedical use; heroin use; prescription, heroin, or combined prescription and heroin opioid use disorder (OUD); 1 of 7 treatment categories; or nonfatal or fatal overdose were examined. The model was designed to project fatal opioid overdoses between 2020 and 2029. EXPOSURES The model projected prescribing reductions (5% annually), naloxone distribution (assumed 5% reduction in case-fatality), and treatment expansion (assumed 35% increase in uptake annually for 4 years and 50% relapse reduction), with each compared vs status quo. MAIN OUTCOMES AND MEASURES Projected 10-year overdose deaths and prevalence of OUD. RESULTS Under status quo, 484 429 (95% confidence band, 390 543-576 631) individuals were projected to experience fatal opioid overdose between 2020 and 2029. Projected decreases in deaths were 0.3% with prescribing reductions, 15.4% with naloxone distribution, and 25.3% with treatment expansion; when combined, these interventions were associated with 179 151 fewer overdose deaths (37.0%) over 10 years. Interventions had a smaller association with the prevalence of OUD; for example, the combined intervention was estimated to reduce OUD prevalence by 27.5%, from 2.47 million in 2019 to 1.79 million in 2029. Model projections were most sensitive to assumptions regarding future rates of fatal and nonfatal overdose. CONCLUSIONS AND RELEVANCE The findings of this study suggest that the opioid epidemic is likely to continue to cause tens of thousands of deaths annually over the next decade. Aggressive deployment of evidence-based interventions may reduce deaths by at least a third but will likely have less impact for the number of people with OUD.
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Monument Analytics, Baltimore, Maryland
| | | | - Ellen Hu
- Monument Analytics, Baltimore, Maryland
| | | | - Harold A. Pollack
- Monument Analytics, Baltimore, Maryland
- The University of Chicago School of Social Service Administration, Chicago, Illinois
| | - David W. Dowdy
- Monument Analytics, Baltimore, Maryland
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - G. Caleb Alexander
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Monument Analytics, Baltimore, Maryland
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Department of Medicine, Johns Hopkins Medicine, Baltimore, Maryland
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24
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Ijeamaka Ezebilo
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Joshua Sharfstein
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.,Johns Hopkins Drug Access and Affordability Initiative, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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25
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Yong M, Liang J, Ballreich J, Lea J, Westerberg BD, Emmett SD. Cost-effectiveness of School Hearing Screening Programs: A Scoping Review. Otolaryngol Head Neck Surg 2020; 162:826-838. [DOI: 10.1177/0194599820913507] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Objective School hearing screening is a public health intervention that can improve care for children who experience hearing loss that is not detected on or develops after newborn screening. However, implementation of school hearing screening is sporadic and supported by mixed evidence to its economic benefit. This scoping review provides a summary of all published cost-effectiveness studies regarding school hearing screening programs globally. At the time of this review, there were no previously published reviews of a similar nature. Data Sources A structured search was applied to 4 databases: PubMed (Medline), Embase, CINAHL, and Cochrane Library. Review Methods The database search was carried out by 2 independent researchers, and results were reported in accordance with the PRISMA-ScR checklist and the JBI methodology for scoping reviews. Studies that included a cost analysis of screening programs for school-aged children in the school environment were eligible for inclusion. Studies that involved evaluations of only neonatal or preschool programs were excluded. Results Four of the 5 studies that conducted a cost-effectiveness analysis reported that school hearing screening was cost-effective through the calculation of incremental cost-effectiveness ratios (ICERs) via either quality- or disability-adjusted life years. One study reported that a new school hearing screening program dominated the existing program; 2 studies reported ICERs ranging from 1079 to 4304 international dollars; and 1 study reported an ICER of £2445. One study reported that school-entry hearing screening was not cost-effective versus no screening. Conclusion The majority of studies concluded that school hearing screening was cost-effective. However, significant differences in methodology and region-specific estimates of model inputs limit the generalizability of these findings.
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Affiliation(s)
- Michael Yong
- BC Rotary Hearing and Balance Centre, Division of Otolaryngology–Head and Neck Surgery, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jiahe Liang
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jeromie Ballreich
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jane Lea
- BC Rotary Hearing and Balance Centre, Division of Otolaryngology–Head and Neck Surgery, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Brian D. Westerberg
- BC Rotary Hearing and Balance Centre, Division of Otolaryngology–Head and Neck Surgery, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Susan D. Emmett
- Head and Neck Surgery and Communication Sciences, School of Medicine, Duke University, Durham, North Carolina, USA
- Duke Global Health Institute, Durham, North Carolina, USA
- Center for Health Policy and Inequalities Research, Duke University, Durham, North Carolina, USA
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Padula WV, Ballreich J, Anderson GF. Paying for Drugs After the Medicare Part D Beneficiary Reaches the Catastrophic Limit: Lessons on Cost Sharing from Other US Policy Partnerships Between Government and Commercial Industry. Appl Health Econ Health Policy 2018; 16:753-763. [PMID: 30058011 PMCID: PMC6244621 DOI: 10.1007/s40258-018-0417-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
In 2018, the Medicare Part D catastrophic threshold is $5000 in out-of-pocket total drug spending incurred by the beneficiary. Above this, Medicare pays 80%, prescription drug plans (PDPs) pay 15%, and beneficiaries pay a 5% copay. However, recent growth in catastrophic spending is caused by expensive specialty drugs. The 5% copay, on top of out-of-pocket spending, could result in beneficiaries not accessing specialty drugs. To assist beneficiaries, the Medicare Payment Advisory Commission (MedPAC) proposes to eliminate beneficiary catastrophic cost sharing, while PDPs pay 80% and Medicare pays 20%. Our objective was to assess other government cost-sharing approaches and consider how they would affect pharmaceutical access, PDP Part D incentives, and pharmaceutical innovation. We reviewed published literature and government reports on cost sharing between US government divisions or between government and private commercial entities. We discussed their cost-sharing applicability to Part D. We found that the US government has utilized numerous cost-sharing approaches to enhance public-private partnerships. We reviewed four cost-sharing arrangements and their applicability to Medicare: the Byrd-Bond Amendment to the Clean Air Act-Medicare bulk purchases drugs costing $8000 + ; North Atlantic Treaty Organization (NATO)-cost sharing based on high-risk markets; the Ryan White Ryan White Comprehensive AIDS Resources Emergency (CARE) Act-grants to PDPs in high-risk markets and grants to beneficiaries who cannot afford drugs; and the Department of Veterans Affairs-drug price negotiation for expensive drugs. In conclusion, a variety of federal cost-sharing approaches provide precedent for altering PDP cost sharing. The government tends to prefer options that have been tried elsewhere.
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Affiliation(s)
- William V Padula
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway Ave, Baltimore, MD, 21202, USA.
| | - Jeromie Ballreich
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway Ave, Baltimore, MD, 21202, USA
| | - Gerard F Anderson
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, 624 N Broadway Ave, Baltimore, MD, 21202, USA
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Alexander GC, Ballreich J, Socal MP, Karmarkar T, Trujillo A, Greene J, Sharfstein J, Anderson G. Reducing Branded Prescription Drug Prices: A Review of Policy Options. Pharmacotherapy 2017; 37:1469-1478. [DOI: 10.1002/phar.2013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- G. Caleb Alexander
- Center for Drug Safety and Effectiveness; Johns Hopkins University; Baltimore Maryland
- Department of Epidemiology; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
- Division of General Internal Medicine; Department of Medicine; Johns Hopkins Medicine; Baltimore Maryland
| | - Jeromie Ballreich
- Center for Drug Safety and Effectiveness; Johns Hopkins University; Baltimore Maryland
- Department of Health Policy & Management; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Mariana P. Socal
- Center for Drug Safety and Effectiveness; Johns Hopkins University; Baltimore Maryland
- Department of International Health; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Taruja Karmarkar
- Center for Drug Safety and Effectiveness; Johns Hopkins University; Baltimore Maryland
- Department of Health Policy & Management; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Antonio Trujillo
- Department of International Health; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Jeremy Greene
- Division of General Internal Medicine; Department of Medicine; Johns Hopkins Medicine; Baltimore Maryland
| | - Joshua Sharfstein
- Center for Drug Safety and Effectiveness; Johns Hopkins University; Baltimore Maryland
- Office of the Dean; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
| | - Gerard Anderson
- Center for Drug Safety and Effectiveness; Johns Hopkins University; Baltimore Maryland
- Department of Health Policy & Management; Johns Hopkins Bloomberg School of Public Health; Baltimore Maryland
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Ballreich J, Alexander GC, Socal M, Karmarkar T, Anderson G. Branded prescription drug spending: a framework to evaluate policy options. J Pharm Policy Pract 2017; 10:31. [PMID: 29026611 PMCID: PMC5625822 DOI: 10.1186/s40545-017-0115-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Accepted: 08/29/2017] [Indexed: 11/12/2022] Open
Abstract
Background High drug spending is a concern for policy makers due to limits on access for patients. Numerous policies have been proposed to address high drug spending. The existence of multifarious proposals makes it difficult for policy makers to consider all the alternatives. We developed an approach to select the most viable options to present to policy makers. Methods We identified 41 different proposals in the peer-reviewed literature to reduce the level of spending or change the incentives for branded prescription drugs; ten of which we identified as promising proposals. Based on criterion used to assess various legislative proposals regarding branded pharmaceuticals we developed a framework to evaluate the ten promising proposals. We then used a modified Delphi technique to iteratively evaluate these ten proposals starting with the initial criterion. During each iteration, five researchers independently evaluated the ten policies based on available criterion and assessed how to modify the criterion to achieve consensus on what attributes the criterion were intended to measure. We highlight areas of disagreement to show where modifications to existing criterion are needed. Results We found general agreement for most policy-criterion combinations after three iterations. Areas with the greatest remaining disagreement include possible unintended consequences, the concept of value implied by many of the policies, and secondary effects by the pharmaceutical industry, insurers, and the FDA. Conclusions Our analysis provides an approach that can be applied to evaluate policy proposals. It also suggests factors that policy analysts and researchers should consider when they propose policy options and where additional research is needed to assess policy impacts. Developing an objective approach to compare alternatives may facilitate the adoption of policies for branded prescription drugs in the U.S. by allowing policy makers to focus on the most viable options. Electronic supplementary material The online version of this article (10.1186/s40545-017-0115-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jeromie Ballreich
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205 USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - G Caleb Alexander
- Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA.,Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD USA
| | - Mariana Socal
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205 USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA.,Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Taruja Karmarkar
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205 USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
| | - Gerard Anderson
- Department of Health Policy & Management, Johns Hopkins Bloomberg School of Public Health, 624 N. Broadway, Baltimore, MD 21205 USA.,Center for Drug Safety and Effectiveness, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA.,Division of General Internal Medicine, Johns Hopkins Medicine, Baltimore, MD USA.,Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD USA
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Sherry M, Wolff JL, Ballreich J, DuGoff E, Davis K, Anderson G. Bridging the Silos of Service Delivery for High-Need, High-Cost Individuals. Popul Health Manag 2016; 19:421-428. [PMID: 27006987 DOI: 10.1089/pop.2015.0147] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Health care reform efforts that emphasize value have increased awareness of the importance of nonmedical factors in achieving better care, better health, and lower costs in the care of high-need, high-cost individuals. Programs that care for socioeconomically disadvantaged, high-need, high-cost individuals have achieved promising results in part by bridging traditional service delivery silos. This study examined 5 innovative community-oriented programs that are successfully coordinating medical and nonmedical services to identify factors that stimulate and sustain community-level collaboration and coordinated care across silos of health care, public health, and social services delivery. The authors constructed a conceptual framework depicting community health systems that highlights 4 foundational factors that facilitate community-oriented collaboration: flexible financing, shared leadership, shared data, and a strong shared vision of commitment toward delivery of person-centered care.
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Affiliation(s)
- Melissa Sherry
- 1 Johns Hopkins Bloomberg School of Public Health , Baltimore, Maryland
| | - Jennifer L Wolff
- 1 Johns Hopkins Bloomberg School of Public Health , Baltimore, Maryland
| | - Jeromie Ballreich
- 1 Johns Hopkins Bloomberg School of Public Health , Baltimore, Maryland
| | - Eva DuGoff
- 2 University of Wisconsin-Madison School of Medicine and Public Health , Madison, Wisconsin
| | - Karen Davis
- 1 Johns Hopkins Bloomberg School of Public Health , Baltimore, Maryland
| | - Gerard Anderson
- 1 Johns Hopkins Bloomberg School of Public Health , Baltimore, Maryland
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Anderson GF, Ballreich J, Bleich S, Boyd C, DuGoff E, Leff B, Salzburg C, Wolff J. Attributes common to programs that successfully treat high-need, high-cost individuals. Am J Manag Care 2015; 21:e597-e600. [PMID: 26735292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Using literature review and interviews, we have identified 8 attributes of programs, such as accountable care organizations, readmission initiatives, special needs plans, care transition programs, and patient-centered medical homes, that successfully treat high-need, high-cost patients. These 8 attributes--illustrated here with specific examples--are specific ways to target these types of individuals, promote leadership at various levels, emphasize interaction with the care coordinator, use data strategically to refine the program, update the program periodically, allow physicians to spend more time with patients, and promote interaction among clinicians and high-need, high cost patients and their families.
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Affiliation(s)
- Gerard F Anderson
- Bloomberg School of Public Health, Johns Hopkins University, 624 North Broadway, Baltimore, MD 21205. E-mail:
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Butz AM, Ogborn J, Mudd S, Ballreich J, Tsoukleris M, Kub J, Bellin M, Bollinger ME. Factors associated with high short-acting β2-agonist use in urban children with asthma. Ann Allergy Asthma Immunol 2015; 114:385-92. [PMID: 25840499 DOI: 10.1016/j.anai.2015.03.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2014] [Revised: 02/10/2015] [Accepted: 03/03/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND One goal of guideline-based asthma therapy is minimal use of short-acting β₂ agonist (SABA) medications. Inner-city children with asthma are known to have high SABA use. OBJECTIVE To examine factors associated with high SABA use in inner-city children with asthma. METHODS One hundred inner-city children with persistent asthma were enrolled into a randomized controlled trial of an emergency department (ED) and home intervention. All children underwent serologic allergen specific IgE and salivary cotinine testing at the ED enrollment visit. Pharmacy records for the past 12 months were obtained. Number of SABA fills during the past 12 months was categorized into low- to moderate- vs high-use groups. SABA groups were compared by the number of symptom days and nights, allergen sensitization, and exposures. Regression models were used to predict high SABA use. RESULTS Mean number of SABA fills over 12 months was 3.12. Unadjusted bivariate analysis showed that high SABA users were more than 5 times more likely to have an asthma hospitalization, almost 3 times more likely to have an asthma intensive care unit admission, and more than 3 times more likely to have prior specialty asthma care or positive cockroach sensitization than low to moderate SABA users. In the final regression model, for every additional inhaled corticosteroid fill, a child was 1.4 times more likely and a child with positive cockroach sensitization was almost 7 times more likely to have high SABA use when controlling for prior intensive care unit admission, receipt of specialty care, child age, and income. CONCLUSION Providers should closely monitor SABA and controller medication use, allergen sensitization, and exposures in children with persistent asthma. TRIAL REGISTRATION ClinicalTrials.gov, identifier NCT01981564.
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Affiliation(s)
- Arlene M Butz
- Department of Pediatrics, The Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - Jean Ogborn
- Department of Pediatric Emergency Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Shawna Mudd
- The Johns Hopkins University School of Nursing, Baltimore, Maryland
| | - Jeromie Ballreich
- The Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
| | - Mona Tsoukleris
- The University of Maryland School of Pharmacy, Baltimore, Maryland
| | - Joan Kub
- The Johns Hopkins University School of Nursing, Baltimore, Maryland
| | - Melissa Bellin
- The University of Maryland School of Social Work, Baltimore, Maryland
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Affiliation(s)
- Karen Davis
- From the Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore
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