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Good Scientific Practice in MEEG Research: Progress and Perspectives

Guiomar Niso 1, 2 Laurens Krol 3 Etienne Combrisson 4 A.-Sophie Dubarry 5 Madison Elliott 6, 7 Clément François 5 Yseult Héjja-Brichard 8 Sophie Herbst 9 Karim Jerbi 10, 11 Vanja Kovic 12 Katia Lehongre 13, 14 Steven Luck 15 Manuel Mercier 16 John Mosher 17 Yuri Pavlov 18, 19 Aina Puce 1 Antonio Schettino 20, 21 Schon Daniele 16 Walter Sinnott-Armstrong 22 Bertille Somon 23, 24 Anđela Šoškić 12 Suzy Styles 25, 26 Roni Tibon 27 Martina Gonzalez Vilas 28 Marijn van Vliet 29 Maximilien Chaumon 13 
Abstract : Good Scientific Practice (GSP) refers to both explicit and implicit rules or guidelines that help scientists to produce work that is of the highest quality at any given time, and to efficiently share that work with the community for further scrutiny or utilization. For experimental research using magneto- and electroencephalography (MEEG), GSP includes specific standards and guidelines for technical competence, which are periodically updated whenever new findings come to light. However, GSP also needs to be periodically revisited in a broader light. At the LiveMEEG 2020 conference, a reflection on GSP was fostered that included explicitly documented guidelines and technical advances, but also emphasised intangible GSP: a general awareness of personal, organisational, and societal realities and how they can influence MEEG research. This article provides an extensive report on most of the LiveMEEG contributions and new literature, with the additional aim to synthesize ongoing cultural changes in GSP. It first covers GSP with respect to cognitive biases and logical fallacies, pre-registration as a tool to avoid those and other early pitfalls, and a number of resources to enable collaborative and reproducible research as a general approach to minimize misconceptions. Second, GSP with respect to data acquisition, analysis, reporting, and sharing is discussed, including new tools and frameworks to support collaborative work. Finally, GSP is considered in light of ethical implications of MEEG research and the resulting responsibility that scientists have to engage with societal challenges. Considering among other things the benefits of peer review and open access at all stages, the need to coordinate larger international projects, the complexity of MEEG subject matter, and today's prioritization of fairness, privacy, and the environment, we find that current GSP tends to favour collective and cooperative work, for both scientific and for societal reasons.
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Submitted on : Saturday, December 18, 2021 - 4:07:20 PM
Last modification on : Wednesday, September 28, 2022 - 4:20:12 PM

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Guiomar Niso, Laurens Krol, Etienne Combrisson, A.-Sophie Dubarry, Madison Elliott, et al.. Good Scientific Practice in MEEG Research: Progress and Perspectives. 2021. ⟨hal-03494100⟩



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