Why the study?
Prior findings showed the FRN was modulated by negative outcomes regardless of expectancy and P300 by unexpected outcomes regardless of valence, challenging Reinforcement Learning Theory, and warranting multi-lab replication.
This large-scale replication demonstrates that both FRN and P300 during feedback processing are modulated by expectancy and valence, partially replicating previous findings and highlighting the complexity of feedback processing.
Two event-related brain potential (ERP) components, the frontocentral feedback-related negativity (FRN) and the posterior P300, are key in feedback proc`essing. The FRN typically exhibits greater amplitude in response to negative and unexpected outcomes, whereas the P300 is generally more pronounced for positive outcomes. In an influential ERP study, Hajcak et al., (2005) manipulated outcome valence and expectancy in a guessing task. They found the FRN was larger for negative outcomes regardless of expectancy and the P300 larger for unexpected outcomes regardless of valence. These findings challenged the dominant Reinforcement Learning Theory of the ERN. We aimed to replicate these results within the #EEGManyLabs project (Pavlov et al., 2021) across thirteen labs. Our replication, including robustness tests, a PCA and Bayesian models, found that both FRN and P300 were significantly modulated by outcome valence and expectancy: FRN amplitudes (no-reward - reward) were largest for unexpected outcomes, and P300 amplitudes were largest for reward outcomes. These results were consistent across different methods and analyses. Although our findings only partially replicate the original study, they underscore the complexity of feedback processing and demonstrate how aspects of Reinforcement Learning Theory may apply to the P300 component, reinforcing the need for rigorous ERP research methodologies. • Large-scale replication with 359 participants across 13 labs worldwide. • FRN during feedback processing is modulated by both expectancy and valence. • P300 during feedback processing is modulated by both expectancy and valence. • Stringent methods: preregistration, robustness tests, meta-analysis, PCA.
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Paul et al. (2025) studied this question.
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