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A robust R&D project portfolio optimization model for pharmaceutical contract research organizations
Hassanzadeh, F ; Sharif University of Technology
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- Type of Document: Article
- DOI: 10.1016/j.ijpe.2014.07.001
- Abstract:
- Pharmaceutical drug Research and Development (R&D) outsourcing to contract research organizations (CROs) has experienced a significant growth in recent decades and the trend is expected to continue. A key question for CROs and firms in similar environments is which projects should be included in the firm's portfolio of projects. As a distinctive contribution to the literature this paper develops and evaluates a business support tool to help a CRO decide on clinical R&D project opportunities and revise its portfolio of R&D projects given the existing constraints, and financial and resource capabilities. A new mathematical programming model in the form of a capital budgeting problem is developed to help revising and rescheduling of the project portfolio. The uncertainty of pharmaceutical R&D cost estimates in drug development stages is captured to mimic a more realistic representation of pharmaceutical R&D projects, and a robust optimization approach is used to tackle the uncertain formulation. An illustrative example is presented to demonstrate the proposed approach
- Keywords:
- Pharmaceutical contract research organization (CRO) ; Project selection and scheduling ; Budget control ; Cost estimating ; Financial data processing ; Mathematical programming ; Outsourcing ; Scheduling ; Uncertainty analysis ; Contract Research Organizations ; Project selection ; Research and development ; Robust optimization ; Uncertainty ; Mathematical models
- Source: International Journal of Production Economics ; Vol. 158, issue , 2014 , p. 18-27
- URL: http://www.sciencedirect.com/science/article/pii/S0925527314002059