Rigor and replication in time-frequency analyses of cognitive electrophysiology data

International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology
Michael X Cohen

Abstract

Cognitive electrophysiology is a subfield of neuroscience that focused on linking M/EEG data to aspects of cognition and the neurophysiological processes that produce them. This field is growing in terms of the novelty and sophistication of findings, data, and data analysis methods. Simultaneously, many areas of modern sciences are experiencing a "replication crisis," prompting discussions of best practices to produce robust and replicable research. The purpose of this paper is to contribute to this discussion with a particular focus on cognitive electrophysiology. More issues are raised than are answered. Several recommendations are made, including (1) incorporate replications into new experiments, (2) write clear Methods and Results sections, and (3) publish null results.

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Citations

May 5, 2016·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Michael J Larson
Jul 5, 2016·International Journal of Psychophysiology : Official Journal of the International Organization of Psychophysiology·Michael J Larson, Kaylie A Carbine
Apr 11, 2017·Scientific Reports·Hisato SugataShiro Yorifuji
Jan 19, 2019·Psychophysiology·Maria Piñeyro SalvidegoitiaStefan Debener
Dec 7, 2019·PloS One·Fernanda Pérez-Gay JuárezStevan Harnad
Apr 18, 2020·Psychophysiology·Brendan Z AllisonJing Jin
Aug 30, 2018·Frontiers in Human Neuroscience·Lei QiaoAntao Chen
Feb 23, 2021·Frontiers in Human Neuroscience·Chia-Wen Lo, Jonathan R Brennan
Mar 13, 2021·NeuroImage. Clinical·Nico AdelhöferChristian Beste
Jul 17, 2021·The European Journal of Neuroscience·Thomas DonoghueBradley Voytek
Aug 24, 2021·Neuropsychologia·Lorna C QuandtJason Lamberton

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