Models and software for improving the profitability of pharmaceutical research |
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Authors: | Jiun-Yu Yu John Gittins |
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Affiliation: | Department of Statistics, University of Oxford, 1 South Parks Road, Oxford OX1 3TG, UK |
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Abstract: | The pharmaceutical industry is highly competitive, and the discovery and development of new drugs is extremely expensive and time consuming. This paper is a contribution to the task of improving the effectiveness of pre-clinical research. Our model investigates for any given project the number of lead series which should if necessary be optimised in the search for a development compound which is sufficiently promising to proceed to clinical trials. The numbers of scientists which should be allocated to each research stage are also investigated. Two widely-applied profitability criteria are considered. Computer software designed to implement the optimisation calculations is described and shown to produce reasonable results, leading to a potentially dramatic improvement in profitability. |
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Keywords: | OR in research and development Project management Decision analysis Applied probability Economics |
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