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Massachusetts Institute of Technology

Portfolio optimization in early drug R&D : a deeper dive into underlying dynamics of early research in pharmaceutical/biotech sector

Abstract

dc:description.abstract

Pharmaceutical R&D involves significant uncertainty, including high attrition rate and long time for a project to progress from a target identification phase to commercial launch. Despite this uncertainty, senior leaders must make decisions about R&D portfolio, the impact of which may not be observable for many years. Hence the purpose of this thesis is to understand the current state of Pharmaceutical R&D portfolio management and identify the gaps in R&D portfolio management research. The literature survey revealed that though there are many qualitative and quantitative approaches for the portfolio management of projects in the development phase (i.e. from pre-clinical to phase 3.), the topic of portfolio management in the drug discovery phase (i.e. target validation to lead optimization) have not been well covered in the literature. Hence the problem statement of this thesis is to develop a portfolio management approach for drug discovery.

Degree

thesis:*
Name thesis:degree_name
Master
Department dc:contributor.department
Massachusetts Institute of Technology. Engineering and Management Program
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2019

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Badwe, Ravi.
Advisor dc:contributor.advisor
  • Bryan R . Moser.

Subjects

dc:subject × 2

Rights

dc:rights
Statement dc:rights
  • MIT theses are protected by copyright. They may be viewed, downloaded, or printed from this source but further reproduction or distribution in any format is prohibited without written permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
https://hdl.handle.net/1721.1/122442
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/122442

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

Badwe, Ravi.. Portfolio optimization in early drug R&D : a deeper dive into underlying dynamics of early research in pharmaceutical/biotech sector. Massachusetts Institute of Technology, 2019. https://hdl.handle.net/1721.1/122442