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Consensus-based guidance for conducting and reporting multi-analyst studies

Aczel, B; Szaszi, B; Nilsonne, G; van den Akker, OR; Albers, CJ; van Assen, MA; Bastiaansen, JA; ... Wagenmakers, E-J; + view all (2021) Consensus-based guidance for conducting and reporting multi-analyst studies. eLife , 10 , Article e72185. 10.7554/eLife.72185. Green open access

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Abstract

Any large dataset can be analyzed in a number of ways, and it is possible that the use of different analysis strategies will lead to different results and conclusions. One way to assess whether the results obtained depend on the analysis strategy chosen is to employ multiple analysts and leave each of them free to follow their own approach. Here, we present consensus-based guidance for conducting and reporting such multi-analyst studies, and we discuss how broader adoption of the multi-analyst approach has the potential to strengthen the robustness of results and conclusions obtained from analyses of datasets in basic and applied research.

Type: Article
Title: Consensus-based guidance for conducting and reporting multi-analyst studies
Location: England
Open access status: An open access version is available from UCL Discovery
DOI: 10.7554/eLife.72185
Publisher version: https://doi.org/10.7554/eLife.72185
Language: English
Additional information: This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
Keywords: Medicine, neuroscience, none
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences > Experimental Psychology
URI: https://discovery.ucl.ac.uk/id/eprint/10139091
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