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#EEGManyLabs: Investigating the replicability of influential EEG experiments.

Yuri G Pavlov1, Nika Adamian2, Stefan Appelhoff3

  • 1University of Tuebingen, Germany; Ural Federal University, Russia.

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|May 9, 2021
PubMed
Summary

The #EEGManyLabs project is replicating foundational electroencephalography (EEG) findings to improve scientific rigor. This large-scale collaboration aims to enhance the reliability of brain activity and cognition research.

Keywords:
Cognitive neuroscienceEEGERPMany labsOpen scienceReplication

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Area of Science:

  • Neuroscience
  • Cognitive Science
  • Psychology

Background:

  • Growing awareness in neuroscience emphasizes the need for high statistical power and standardized analysis pipelines to improve the replicability of findings.
  • Electroencephalography (EEG) has significantly advanced our understanding of human cognition, yet the replicability of highly cited EEG discoveries remains under-examined.

Purpose of the Study:

  • To address the replicability crisis in neuroscience by evaluating foundational electroencephalography (EEG) findings.
  • To foster a cultural shift towards large-scale, high-powered, multi-laboratory collaborations in cognitive neuroscience research.

Main Methods:

  • A systematic search identified 27 influential EEG studies; 20 will be replicated by at least three independent laboratories each.
  • Replication protocols will be submitted as Registered Reports for peer review before data collection.
  • Prediction markets will be utilized to forecast community expectations regarding the replicability of selected EEG findings.

Main Results:

  • The project will generate a large, open-access database of replication results.
  • Confidence in influential EEG findings will be updated based on replication outcomes.
  • The study aims to identify which foundational EEG findings are most/least replicable.

Conclusions:

  • This international collaborative effort seeks to enhance the reliability and reproducibility of EEG research.
  • The project will provide valuable data to inform future research practices and improve scientific rigor in cognitive neuroscience.
  • A cultural shift towards open, collaborative, and high-powered research is anticipated.