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Articles 1 - 30 of 57
Full-Text Articles in Pharmacoeconomics and Pharmaceutical Economics
Comments Re: Medicare Drug Price Negotiation Program And Medicare Prescription Drug Benefit Program, Fred D. Ledley M.D., Edward Zhou Pharm. D.
Comments Re: Medicare Drug Price Negotiation Program And Medicare Prescription Drug Benefit Program, Fred D. Ledley M.D., Edward Zhou Pharm. D.
CISI Publication
Thank you for the opportunity to provide written comments in response to the Medicare Drug Price Negotiation Program proposed rule published on June 16, 2026 in the Federal Register. [1] We are answering as academic researchers with experience in medicine, pharmacy, biomedical research, and the biopharmaceutical industry. Our perspective is informed by extensive, published research on the economics and finance of pharmaceutical innovation, the value created by new medicines, and the impacts of the Inflation Reduction Act (IRA).
We applaud the accomplishment of the IRA in establishing the precedent for the government to negotiate “fair market prices” for drugs on …
Comments Re: Commonsense Policy Options To Lower Drug Prices For Patients, Fred D. Ledley M.D., Edward Zhou Pharm. D.
Comments Re: Commonsense Policy Options To Lower Drug Prices For Patients, Fred D. Ledley M.D., Edward Zhou Pharm. D.
CISI Publication
Thank you for the opportunity to provide written comment in response to the Senate Finance Committee Minority Staff’s “Request for Information: Commonsense Policy Options to Lower Drug Prices for Patients.” We are answering as academic researchers with experience in medicine and the biopharmaceutical industry. This comment will focus on sections I and III of the RFI.
We applaud the accomplishment of the Inflation Reduction Act (IRA) in establishing the precedent for the government to negotiate “fair market” prices for drugs on terms that address both patients’ needs for affordability and industry’s need for a reasonable return on investment. Our analysis …
3rd Place Contest Entry: "Examining Physicians’ Behaviors Regarding Buprenorphine Prescribing For Opioid Use Disorder", Khashayar Eshtiaghi
3rd Place Contest Entry: "Examining Physicians’ Behaviors Regarding Buprenorphine Prescribing For Opioid Use Disorder", Khashayar Eshtiaghi
Eric M. Scandrett Graduate Library Research Prize
This is Khashayar Eshtiaghi's submission for the 2026 Eric M. Scandrett Graduate Research Prize, which won third place. It contains their essay on using library resources, a summary of their research project on physicians' behaviors regarding buprenorphine prescribing for opioid use disorde, and their bibliography.
Khashayar is a student in the Ph.D. in Pharmaceutical Economics and Policy program at Chapman University. Their faculty mentor is Dr. Marc Fleming.
Community Pharmacies Face Critical Sustainability Challenges In The United States: Academic Pharmacy Can Help, Karl M. Hess, Peter Lim
Community Pharmacies Face Critical Sustainability Challenges In The United States: Academic Pharmacy Can Help, Karl M. Hess, Peter Lim
Pharmacy Faculty Articles and Research
Community pharmacies in the United States (US) face an increasingly unsustainable future due to declining third-party reimbursement (remuneration) and ongoing cash flow challenges following the elimination of retroactive direct and indirect remuneration (DIR) fees. These pressures have contributed to widespread pharmacy closures, the emergence of pharmacy deserts, and reduced access to care for millions of patients. Despite these challenges, community pharmacy remains the most common employment setting for pharmacy school graduates in the US. However, currently required community pharmacy Advanced Pharmacy Practice Experience (APPE) student rotations may offer limited exposure to business, management, and entrepreneurial activities, potentially leaving students underprepared …
Pbms And Exploitation Of America's Prescription Drug System, Ayaan Nihal Unni
Pbms And Exploitation Of America's Prescription Drug System, Ayaan Nihal Unni
A with Honors Projects
This project aims to tackle the issue of America's disproportionately expensive prescription drug system by tracking the issue to its powerful intermediaries: PBMs. I then analyze procedures both the government and the people can undertake in order to overcome this faulty system.
Mergers And Acquisitions (M&As) In Pharmaceutical Markets: Associations With Market Concentration, Prices, Drug Quantity Sold, And Shortages, J. Daniel Mcgeeney M.S., Aylin Sertkaya Ph.D., Leah Ross M.A., Fred Ledley M.D., Cody Hyman Ph.D.
Mergers And Acquisitions (M&As) In Pharmaceutical Markets: Associations With Market Concentration, Prices, Drug Quantity Sold, And Shortages, J. Daniel Mcgeeney M.S., Aylin Sertkaya Ph.D., Leah Ross M.A., Fred Ledley M.D., Cody Hyman Ph.D.
CISI Publication
In recent decades, the pharmaceutical industry has become increasingly concentrated in the United States, in part due to mergers and acquisitions (M&As) between drug manufacturers. This consolidation from M&As has been cited as a key factor affecting drug prices and drug shortages (U.S. Federal Trade Commission, 2022). In this study, we assessed trends in pharmaceutical M&As during 2010–2023 and evaluated the characteristics of drugs and companies involved in those M&As. We considered the effects of M&As on market concentration, drug prices, drug quantity sold, and drug shortages. We also considered how these associations vary by drug characteristics, including brand drugs …
Pharmaceutical-Telehealth Confederacies, Michael S. Sinha
Pharmaceutical-Telehealth Confederacies, Michael S. Sinha
All Faculty Scholarship
Access to prescription pharmaceuticals has historically been controlled by a physician’s pen. As a result, pharmaceutical companies spend billions of dollars on advertising and promotion to mitigate this barrier: first and primarily, to physicians and other prescribers, and more recently, to the general public through direct-to-consumer advertising. The success of these promotional efforts can be seen in greater prescribing of costly brand-name medicines, even in settings where lower-priced generic alternatives exist. Brand-name prescriptions now make up only 10% of all prescriptions written yet account for 87% of drug spending. Despite these substantial returns on investment, companies continue to seek opportunities …
Use Of Public Research And Manufacturing Enterprises To Lower Prescription Drug Prices And Increase Innovation, Alex Moss, Dana Brown, S. Sean Tu
Use Of Public Research And Manufacturing Enterprises To Lower Prescription Drug Prices And Increase Innovation, Alex Moss, Dana Brown, S. Sean Tu
Law Faculty Scholarship
This article proposes building on the success of publicly funded drug research and development and expanding the model to include the full cycle development, testing, manufacture and distribution of innovative and affordable new drugs.
Payment Disrupters And Opportunities: Key Trends That Impacted Pharmacy In 2024, Craig Kimble, Thomas Pile, Alberto Coustasse
Payment Disrupters And Opportunities: Key Trends That Impacted Pharmacy In 2024, Craig Kimble, Thomas Pile, Alberto Coustasse
Management Faculty Research
In 2023, the United States experienced the most significant increase in prescription drug spending (13.6%), totaling $89 billion.1 This was driven by higher utilization and the introduction of new, expensive specialty and biotech drugs. In 2024, other factors continue to drive costs and disrupt the pharmacy landscape, including the implementation of new business models, pharmacy benefit manager (PBM) practices, the rebate system, regulatory changes, advancements in provider status, and potential Federal Trade Commission (FTC) interventions.
Comments Re: Draft Nih Intramural Research Program Policy: Promoting Equity Through Access Planning, Fred Ledley M.D., Edward Zhou Pharmd., Paula Chaves Da Silva Ph.D.
Comments Re: Draft Nih Intramural Research Program Policy: Promoting Equity Through Access Planning, Fred Ledley M.D., Edward Zhou Pharmd., Paula Chaves Da Silva Ph.D.
CISI Publication
We commend the NIH initiative to require that licensees of technologies that enable discovery or development of FDA-approved products arising from the NIH intramural program to include an Access Plan to promote “product affordability, availability, acceptability, and sustainability” and recognition that such protections are essential to ensuring a “return on taxpayers' investment in biomedical research.” Recognizing the complexity of anticipating appropriate terms for products that are in pre-clinical or early clinical development at the time of licensing, we also support the proposal that the Access Plan be submitted in late-stage clinical development, though we argue that …
Developing Public-Private R&D Consortia To Accelerate Alzheimer’S Disease Drug Development, Joel West, Paul Olk
Developing Public-Private R&D Consortia To Accelerate Alzheimer’S Disease Drug Development, Joel West, Paul Olk
Management: Faculty Scholarship
Efforts to accelerate Alzheimer's disease (AD) drug development have been spurred on by the creation of open science, public-private R&D consortia. An R&D consortium provides an improved structure for generating and disseminating AD knowledge across a range of organizations while also aligning their interests. Drawing from archival and interview data collected on 46 public-private R&D consortia focused wholly or in part on AD, we uncover two important innovations: the creation of novel consortium types that facilitate coordination beyond the individual consortium, and the practice of organizations joining multiple consortia. Collectively these innovations provide member organizations with different pathways for advancing …
Medicare Drug Price Negotiation Program Draft Guidance, Fred Ledley M.D., Edward Zhou Pharmd, Paula Chaves Da Silva Ph.D.
Medicare Drug Price Negotiation Program Draft Guidance, Fred Ledley M.D., Edward Zhou Pharmd, Paula Chaves Da Silva Ph.D.
CISI Publication
This comment focuses on Section 50.1, provisions 1 & 3 of the draft guidance regarding the negotiation of a “maximum fair price” under the Inflation Reduction Act (IRA), research and development (R&D) costs of the primary manufacturer, and prior federal financial support for novel therapeutic discovery and development. Specifically, we argue that a negotiated, “maximum fair price” must consider both public sector (federal) and private sector (manufacturer) investments and provide returns to both commensurate with the scale and risk of their investments. This comment addresses three issues and makes specific recommendations regarding each:
- In negotiating a “maximum fair price,” both …
Considering Returns On Federal Investment In The Negotiated “Maximum Fair Price” Of Drugs Under The Inflation Reduction Act: An Analysis, Edward W. Zhou, Paula G. Chaves Da Silva, Debbie Quijada, Fred D. Ledley
Considering Returns On Federal Investment In The Negotiated “Maximum Fair Price” Of Drugs Under The Inflation Reduction Act: An Analysis, Edward W. Zhou, Paula G. Chaves Da Silva, Debbie Quijada, Fred D. Ledley
Natural & Applied Sciences Faculty Publications
The Inflation Reduction Act (IRA) of 2022 contained landmark provisions authorizing government to negotiate a “maximum fair price” for selected Medicare Part D drugs considering the manufacturer’s research and development costs, federal support for discovery and development, the extent to which the drugs address unmet medical needs, and other factors. This working paper describes federal investment in the discovery and development of the ten drugs selected for price negotiation in the first year of the IRA as well as the health value created through Medicare Part D spending on these drugs. We identified $11.7 billion in NIH funding for basic …
Efficacy And Safety Of Ciltacabtagene Autoleucel And Idecabtagene Vicleucel In Multiple Myeloma Patients, Buthainah Ghanem, Marc L. Fleming, Lawrence M. Brown, Rosa Rodriguez-Monguio, Enrique Seoane-Vazquez
Efficacy And Safety Of Ciltacabtagene Autoleucel And Idecabtagene Vicleucel In Multiple Myeloma Patients, Buthainah Ghanem, Marc L. Fleming, Lawrence M. Brown, Rosa Rodriguez-Monguio, Enrique Seoane-Vazquez
Student Scholar Symposium Abstracts and Posters
Background: Ciltacabtagene autoleucel (cilta-cel) and idecabtagene vicleucel (ide-cel) are chimeric antigen receptor (CAR) T-cell therapies used to treat adult patients with relapsed or refractory multiple myeloma (rrMM) after at least four lines of therapy. However, no head-to-head clinical trials to compare them have been conducted.
Objective: To compare between CARTITUDE-1 and KarMMa clinical trials in terms of efficacy, safety, and patient characteristics.
Method: Overall response rate (ORR) and safety signals were compared using reporting odds ratios (RORs) with 95% confidence intervals (CIs) at p < 0.05. Overall survival (OS) and progression-free survival (PFS) were compared using the Kaplan–Meier method with a log-rank test. Patient characteristics were compared using the chi-square test. Statistical analyses were conducted using Microsoft Excel and R version 4.0.5.
Results: Statistically significant differences were observed between cilta-cel and ide-cel in terms of ORR, complete response …
Comments Re: Workshop On Transforming Discoveries Into Products: Maximizing Nih’S Levers To Catalyze Technology Transfer, Fred D. Ledley M.D., Edward Zhou Pharm. D, Paula Chaves Da Silva, Ph. D.
Comments Re: Workshop On Transforming Discoveries Into Products: Maximizing Nih’S Levers To Catalyze Technology Transfer, Fred D. Ledley M.D., Edward Zhou Pharm. D, Paula Chaves Da Silva, Ph. D.
CISI Publication
We are pleased to offer written comments to this workshop focused on “… making federally funded inventions more accessible to the public… .” These comments are informed by recent research from the Center for Integration of Science and Industry at Bentley University that has:
- Quantified the scope of NIH funding for basic or applied research, clinical development, or patents associated with drugs approved by the FDA 2010-2019. This work identified $187 billion in NIH-funded research directly related to these drugs (applied research – 17%) or their biological targets (basic research – 83%), representing a (discounted) investment comparable to reported levels …
Spending On Phased Clinical Development Of Approved Drugs By The Us National Institutes Of Health Compared With Industry, Edward W. Zhou, Matthew J. Jackson, Fred D. Ledley
Spending On Phased Clinical Development Of Approved Drugs By The Us National Institutes Of Health Compared With Industry, Edward W. Zhou, Matthew J. Jackson, Fred D. Ledley
Natural & Applied Sciences Faculty Publications
The launch of the Advanced Research Projects Agency for Health to advance new cures and address public concern regarding drug prices has raised questions about the roles of government and industry in drug development.
This cross-sectional study examined NIH funding for published research reporting the results of phased clinical trials of drugs approved between 2010 and 2019 and compared the findings with reported industry spending estimates. Data analysis was performed between May 2021 and August 2022 using PubMed data from January 1999 through October 2021 and NIH Research Portfolio Online Reporting Tools Expenditures and Results data from January 1999 through …
Disentangling The Cost Of Orphan Drugs Marketed In The United States, Hana Althobaiti, Enrique Seoane-Vazquez, Lawrence B. Brown, Marc L. Fleming, Rosa Rodriguez-Monguio
Disentangling The Cost Of Orphan Drugs Marketed In The United States, Hana Althobaiti, Enrique Seoane-Vazquez, Lawrence B. Brown, Marc L. Fleming, Rosa Rodriguez-Monguio
Pharmacy Faculty Articles and Research
The increasing number and high prices of orphan drugs have triggered concern among patients, payers, and policymakers about the affordability of new drugs approved using the incentives set by the Orphan Drug Act (ODA) of 1983. This study evaluated the factors associated to the differences in the treatment cost of new orphan and non-orphan drugs approved by the FDA from 2017 to 2021. A generalized linear model (GLM) with the Gamma log-link analysis was used to ascertain the association of drug characteristics with the treatment costs of orphan and non-orphan drugs. The results of the study showed that the median …
Prescription Drug Retail Sales In The Mountain West, Caren Royce Yap, Caitlin J. Saladino, William E. Brown Jr.
Prescription Drug Retail Sales In The Mountain West, Caren Royce Yap, Caitlin J. Saladino, William E. Brown Jr.
Health
This fact sheet synthesizes data on prescription drug retail sales in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah). "Retail Sales for Prescription Drugs Filled at Pharmacies by Payer," a 2019 report by the Kaiser Family Foundation, includes data on the amount of retail sales for prescription drugs made in each state by dollar amount, along with the method of coverage, including commercial, Medicare, Medicaid and cash payment.
A Quality Improvement Project To Improve Management Of Urinary Tract Infections In A System Of Pediatric Urgent Care Centers, Benjamin Klick, Tammy Speerhas, Jessica Parrott, Jeffrey Bobrowitz, Anne Mcevoy, Debra Conrad, Theresa Guins
A Quality Improvement Project To Improve Management Of Urinary Tract Infections In A System Of Pediatric Urgent Care Centers, Benjamin Klick, Tammy Speerhas, Jessica Parrott, Jeffrey Bobrowitz, Anne Mcevoy, Debra Conrad, Theresa Guins
Ellmer School of Nursing Faculty Publications
Background and objective: Urinary tract infections (UTIs) are a common problem in pediatric urgent care medicine. There are multiple quality improvement (QI) projects related to the management of UTIs documented in the pediatric literature. We developed a project to decrease the prescribing of ultimately unneeded antibiotics for possible UTIs in a pediatric urgent care setting. A similar project has not been described in the pediatric literature.
Methods: We first reviewed the charts of patients presenting to a system of pediatric urgent care centers with a possible UTI over a 2-year period. We then launched a QI project with three plan, …
Is The 340b Hospitals Battle At The Supreme Court Over?, Casey W.. Baker, Susan W. Lanham, Alberto Coustasse
Is The 340b Hospitals Battle At The Supreme Court Over?, Casey W.. Baker, Susan W. Lanham, Alberto Coustasse
Accounting Faculty Research
Under the Federal 340B Program, hospitals and eligible health care clinics that serve low income or rural populations can qualify for federally negotiated manufacturer discounts on purchases of prescription drugs. Approximately 50,000 entities participate in the 340B program, where pharmaceutical manufacturers are instructed to supply outpatient medications to participating providers at discounted rates of 20% to 50%. Participating hospitals depend on profits from the differential between their reimbursement for these drugs and the discounted rates they disburse to finance affordable patient care in underserved communities. On June 15, 2022, the US Supreme Court ruled that major cuts to 340B payments …
Evaluate 503b Facilities For Outsourced Compounds, Sarah Clemente, Brittany Riley, Alberto Coustasse
Evaluate 503b Facilities For Outsourced Compounds, Sarah Clemente, Brittany Riley, Alberto Coustasse
Pharmacy Practice & Administration
The US health care system has encountered long-standing, complex challenges, including growing costs, overuse of care, staffing shortages and supply chain weaknesses. COVID-19 revived these pressures, transforming the health care landscape. Medication and staffing shortages plague hospital systems, and pharmacies are not exempt. Most health systems have experienced high levels of pharmacy technician turnover, with most reporting a minimum turnover rate of 21% last year. In addition, medication shortages of critical medications and infusions create significant workflow barriers that hospitals must address to ensure patient safety. In the face of these obstacles, health systems are turning to 503B compounding facilities …
Will Reducing Drug Prices Slow Innovation?, Gregory Vaughan, Fred Ledley
Will Reducing Drug Prices Slow Innovation?, Gregory Vaughan, Fred Ledley
Mathematical Sciences Faculty Publications
The pharmaceutical industry has long argued that high drug prices reflect the high cost of innovation and that reducing drug prices would necessarily slow the pipeline of new drugs. These arguments have been bolstered by studies of large pharmaceutical companies showing statistical associations between the projected market size or revenue for pharmaceutical products and research & development (R&D) activity. Our analysis recognizes the increasingly important role of small biopharmaceuticals in drug development , companies that typically have little revenue and negative earnings, but are now responsible for more than 40% of new drug approvals. We examine the relationship between changes …
Will Reducing Drug Prices Slow Innovation?, Gregory Vaughan, Fred Ledley
Will Reducing Drug Prices Slow Innovation?, Gregory Vaughan, Fred Ledley
Natural & Applied Sciences Faculty Publications
The pharmaceutical industry has long argued that high drug prices reflect the high cost of innovation and that reducing drug prices would necessarily slow the pipeline of new drugs. These arguments have been bolstered by studies of large pharmaceutical companies showing statistical associations between the projected market size or revenue for pharmaceutical products and research & development (R&D) activity. Our analysis recognizes the increasingly important role of small biopharmaceuticals in drug development , companies that typically have little revenue and negative earnings, but are now responsible for more than 40% of new drug approvals. We examine the relationship between changes …
Financial Hardship From Purchasing Prescription Drugs Among Older Adults In The United States Before, During, And After The Medicare Part D “Donut Hole”: Findings From 1998, 2001, 2015, And 2021, Anthony W. Olson, Jon C. Schommer, David A. Mott, Olajide Adekunle, Lawrence M. Brown
Financial Hardship From Purchasing Prescription Drugs Among Older Adults In The United States Before, During, And After The Medicare Part D “Donut Hole”: Findings From 1998, 2001, 2015, And 2021, Anthony W. Olson, Jon C. Schommer, David A. Mott, Olajide Adekunle, Lawrence M. Brown
Pharmacy Faculty Articles and Research
BACKGROUND: Cost-related nonadherence compromises successful and effective management of chronic disease. The Medicare Modernization Act of 2003 (MMA) and Patient Protection and Affordable Care Act of 2010 (ACA) aimed to increase the affordability of outpatient prescription drugs for older adults (older than age 64 years). The Medicare Part D prescription drug insurance coverage gap (“donut hole”) created by the MMA was fully closed in 2020 by the ACA.
OBJECTIVES: To (1) describe prescription drug coverage and financial hardship from purchasing prescription drugs among older American adults for 2021, (2) compare these results with findings from data collected before the MMA …
Government As The First Investor In Biopharmaceutical Innovation: Evidence From New Drug Approvals 2010–2019, Ekaterina Galkina Cleary, Matthew J. Jackson, Fred D. Ledley
Government As The First Investor In Biopharmaceutical Innovation: Evidence From New Drug Approvals 2010–2019, Ekaterina Galkina Cleary, Matthew J. Jackson, Fred D. Ledley
Natural & Applied Sciences Faculty Publications
The discovery and development of new medicines classically involves a linear process of basic biomedical research to uncover potential targets for drug action, followed by applied, or translational, research to identify candidate products and establish their effectiveness and safety.
This Working Paper describes the public sector contribution to that process by tracing funding from the National Institutes of Health (NIH) related to published research on each of the 356 new drugs approved by the U.S. Food and Drug Administration from 2010-2019 as well as research on their 218 biological targets.
Monetary Incentives For Producing Counterfeit, Adulterated, And Misbranded Medicine: Case Studies And Examples, Heather R. Campbell, Robert A. Lodder
Monetary Incentives For Producing Counterfeit, Adulterated, And Misbranded Medicine: Case Studies And Examples, Heather R. Campbell, Robert A. Lodder
Pharmaceutical Sciences Faculty Publications
Background: Pharmaceutical fraud can be very profitable. Those working in pharmaceuticals are in a tempting position as the nature of the product and supply is complex, making detection of fraud difficult and expensive. However, a reliable pharmaceutical supply can often be a life-or-death situation for patients. Thus, when detection of fraud occurs, a Regulator's Dilemma often emerges (recall a drug for which a supplier is the sole source, or allow a substandard product to be sold)—generally resulting in pharmaceutical companies receiving minimal penalties even for the worst acts. Despite pharmaceutical companies' unique leverage over regulators and profitability, studies are rare …
Comparing Long-Term Value Creation After Biotech And Non-Biotech Ipos, 1997–2016, Ekaterina Galkina Cleary, Laura M. Mcnamee, Skyler De Boer, Jeremy Holden, Liam Fitzgerald, Fred D. Ledley
Comparing Long-Term Value Creation After Biotech And Non-Biotech Ipos, 1997–2016, Ekaterina Galkina Cleary, Laura M. Mcnamee, Skyler De Boer, Jeremy Holden, Liam Fitzgerald, Fred D. Ledley
Natural & Applied Sciences Faculty Publications
We compared the financial performance of 319 BIOTECH companies focused on developing therapeutics with IPOs from 1997–2016, to that of paired, non-biotech CONTROL companies with concurrent IPO dates. BIOTECH companies had a distinctly different financial structure with high R&D expense, little revenue, and negative profits (losses), but a similar duration of listing on public markets and frequency of acquisitions. Through 2016, BIOTECH and CONTROL companies had equivalent growth in market cap and shareholder value (> $100 billion), but BIOTECH companies had lower net value creation ($93 billion vs $411 billion). Both cohorts exhibited a high-risk/high reward pattern of return, with …
Late-Stage Product Development And Approvals By Biotechnology Companies After Initial Public Offering, 1997-2016, Laura M. M. Mcnamee, Ekaterina Galkina Cleary, Sunyi Zhang, Usama Salim, Fred D. Ledley
Late-Stage Product Development And Approvals By Biotechnology Companies After Initial Public Offering, 1997-2016, Laura M. M. Mcnamee, Ekaterina Galkina Cleary, Sunyi Zhang, Usama Salim, Fred D. Ledley
Natural & Applied Sciences Faculty Publications
Purpose: This work describes the late-stage product portfolios of the biotechnology companies that completed initial public offerings (IPOs) from 1997 to 2016. We asked whether these emerging companies continue to develop innovative, biologic products and produce the innovation promised by the early biotechnology industry.
Methods: We identified therapeutic products that reached Phase III development from 1997 to 2016, the characteristics of the products, the dates of the initiation of Phase III and product approval, proxy indicators of the innovativeness of each product, and the contribution of each biotechnology company. Companies were characterized by IPO window and clinical status of the …
Why Some People Consume Counterfeit Drugs In Benin, Maxime A. Ahouansou
Why Some People Consume Counterfeit Drugs In Benin, Maxime A. Ahouansou
International Programs
Despite the threat counterfeit drugs represent to health and the government’s endeavor to discourage their consumption, some people in Benin still prefer buying medicine in the underground economy. This research purported to understand the causes of the phenomenon. The research method used a survey of a sample of sixty-eight people randomly selected at Cotonou, a city with a population representative of Benin general population status regarding socio-economic conditions. The data about people's habits regarding drug consumption, monthly income, insurance coverage, and reasons why people chose to buy counterfeit medicines were collected and analyzed using Excel Spreadsheet. The analysis of those …
Demographics Of Opioid Prescriptions, Isaac Linton, Simon Condliffe
Demographics Of Opioid Prescriptions, Isaac Linton, Simon Condliffe
Economics & Finance Student Work
The author ran Linear Probability Model and Logistic Model regressions on data from the 2017 Medical Expenditures Panel Survey to determine demographics of opioid prescriptions. The dependent variable was opioid prescription received (Y/N) and independent variables included age, education level, relative income, race, insurance status, etc. Results of the regressions showed that people with public or private insurance are more likely to be prescribed an opioid, that the problem mainly affects white people, and that as educational attainment increases, likelihood of opioid prescription decreases.