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Massachusetts Institute of Technology

Redefining how pharmaceutical innovation gets done

Abstract

dc:description.abstract

The productivity of research and development in the bio-pharmaceutical industry has been constantly declining since the early 2000's. One possible reason is that biomedical projects are risky, take a long time, and require significant investment. Hence, substantial capital has been shifted away from the bio-pharmaceutical industry to other industries that are perceived less risky, creating a funding gap for early-stage pharmaceutical R&D. Here, we investigate and improve upon a novel financing technique that has been proposed to facilitate the R&D funding in the bio-pharmaceutical industry. This new financing method is a clear example of rapidly evolving innovation in the financial industry, from which the bio-pharmaceutical industry can benefit tremendously. Apart from funding challenges, pharmaceutical companies have to clear regulatory hurdles before they can commercialize their treatments. These drug-regulatory standards require a specific balance of benefits vs. risks for a therapy to be approved, and do not currently take into account the severity of the disease that the therapy is targeting. In the second part of this thesis, we propose an objective and quantitative Bayesian decision analysis framework to incorporate patients' feedback into the drug-approval process, and propose adjustment to the approval standards based on disease severity. When launching their drug, pharmaceutical companies set the drug's price such that expected revenues offset the costs of all the projects, failed or successful, that were pursued in order to lead to this successful treatment resulting in costly treatment. Recently, some highly curative therapies with high price tags have emerged for diseases with large prevalence, such as hepatitis C. These high prices, coupled with the large size of the patient population, have created an unsupportable financial burden for insurance companies in order to cover the broadest patient population who could benefit from these drugs. Despite delivering breakthrough discoveries, the pharmaceutical companies producing these drugs have experienced a public backlash due to drug prices. In the last part of this dissertation, we introduce a new financing paradigm to address the issue of high aggregate costs for these highly curative therapies.

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2016

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Montazerhodjat, Vahid
Advisor dc:contributor.advisor
  • Andrew W. Lo.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/103739
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/103739

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Montazerhodjat, Vahid. Redefining how pharmaceutical innovation gets done. Massachusetts Institute of Technology, 2016. http://hdl.handle.net/1721.1/103739