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Computational modelling for decision-making: where, why, what, who, and how

Calder, M and Craig, C and Culley, D and de Cani, R and Donnelly, CA and Douglas, R and Edmonds, BM and Gascoigne, J and Gilbert, N and Hargrove, C and Hinds, D and Lane, D and Mitchell, D and Pavey, G and Robertson, D and Rosewell, B and Sherwin, S and Walport, M and Wilson, A (2018) Computational modelling for decision-making: where, why, what, who, and how. Royal Society Open Science, June 2. ISSN 2054-5703

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Abstract

In order to deal with an increasingly complex world, we need ever more sophisticated computational models that can help us make decisions wisely and understand the potential consequences of choices. But creating a model requires far more than just raw data and techni- cal skills: it requires a close collaboration between model commissioners, developers, users and reviewers. Good modelling requires its users and commissioners to understand more about the whole process, including the different kinds of purpose a model can have and the different tech- nical bases. This paper offers a guide to the process of commissioning, developing and deploying models across a wide range of domains from public policy to science and engineering. It provides two checklists to help potential modellers, commissioners and users ensure they have con- sidered the most significant factors that will determine success. We conclude there is a need to reinforce modelling as a discipline, so that misconstruction is less likely; to increase understanding of modelling in all domains, so that the misuse of models is reduced; and to bring commissioners closer to modelling, so that the results are more useful.

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