Three questions to ask before using model outputs for decision support

Decision makers must have sufficient confidence in models if they are to influence their decisions. We propose three screening questions to critically evaluate models with respect to their purpose, organization, and evidence. They enable a more transparent, robust, and secure use of model outputs.

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Autores principales: Volker Grimm, Alice S. A. Johnston, H.-H. Thulke, V. E. Forbes, P. Thorbek
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
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Acceso en línea:https://doaj.org/article/225ce18fb3124101b02d5e888d8cb0a0
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spelling oai:doaj.org-article:225ce18fb3124101b02d5e888d8cb0a02021-12-02T17:37:31ZThree questions to ask before using model outputs for decision support10.1038/s41467-020-17785-22041-1723https://doaj.org/article/225ce18fb3124101b02d5e888d8cb0a02020-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-17785-2https://doaj.org/toc/2041-1723Decision makers must have sufficient confidence in models if they are to influence their decisions. We propose three screening questions to critically evaluate models with respect to their purpose, organization, and evidence. They enable a more transparent, robust, and secure use of model outputs.Volker GrimmAlice S. A. JohnstonH.-H. ThulkeV. E. ForbesP. ThorbekNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-3 (2020)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Volker Grimm
Alice S. A. Johnston
H.-H. Thulke
V. E. Forbes
P. Thorbek
Three questions to ask before using model outputs for decision support
description Decision makers must have sufficient confidence in models if they are to influence their decisions. We propose three screening questions to critically evaluate models with respect to their purpose, organization, and evidence. They enable a more transparent, robust, and secure use of model outputs.
format article
author Volker Grimm
Alice S. A. Johnston
H.-H. Thulke
V. E. Forbes
P. Thorbek
author_facet Volker Grimm
Alice S. A. Johnston
H.-H. Thulke
V. E. Forbes
P. Thorbek
author_sort Volker Grimm
title Three questions to ask before using model outputs for decision support
title_short Three questions to ask before using model outputs for decision support
title_full Three questions to ask before using model outputs for decision support
title_fullStr Three questions to ask before using model outputs for decision support
title_full_unstemmed Three questions to ask before using model outputs for decision support
title_sort three questions to ask before using model outputs for decision support
publisher Nature Portfolio
publishDate 2020
url https://doaj.org/article/225ce18fb3124101b02d5e888d8cb0a0
work_keys_str_mv AT volkergrimm threequestionstoaskbeforeusingmodeloutputsfordecisionsupport
AT alicesajohnston threequestionstoaskbeforeusingmodeloutputsfordecisionsupport
AT hhthulke threequestionstoaskbeforeusingmodeloutputsfordecisionsupport
AT veforbes threequestionstoaskbeforeusingmodeloutputsfordecisionsupport
AT pthorbek threequestionstoaskbeforeusingmodeloutputsfordecisionsupport
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