A neural reward prediction error revealed by a meta-analysis of ERPs using great grand averages

Sambrook, Thomas D. and Goslin, Jeremy (2015) A neural reward prediction error revealed by a meta-analysis of ERPs using great grand averages. Psychological Bulletin, 141 (1). pp. 213-235. ISSN 0033-2909

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Economic approaches to decision making assume that people attach values to prospective goods and act to maximize their obtained value. Neuroeconomics strives to observe these values directly in the brain. A widely used valuation term in formal learning and decision-making models is the reward prediction error: the value of an outcome relative to its expected value. An influential theory (Holroyd & Coles, 2002) claims that an electrophysiological component, feedback related negativity (FRN), codes a reward prediction error in the human brain. Such a component should be sensitive to both the prior likelihood of reward and its magnitude on receipt. A number of studies have found the FRN to be insensitive to reward magnitude, thus questioning the Holroyd and Coles account. However, because of marked inconsistencies in how the FRN is measured, a meaningful synthesis of this evidence is highly problematic. We conducted a meta-analysis of the FRN’s response to both reward magnitude and likelihood using a novel method in which published effect sizes were disregarded in favor of direct measurement of the published waveforms themselves, with these waveforms then averaged to produce “great grand averages.” Under this standardized measure, the meta-analysis revealed strong effects of magnitude and likelihood on the FRN, consistent with it encoding a reward prediction error. In addition, it revealed strong main effects of reward magnitude and likelihood across much of the waveform, indicating sensitivity to unsigned prediction errors or “salience.” The great grand average technique is proposed as a general method for meta-analysis of event-related potential (ERP). (PsycINFO Database Record (c) 2016 APA, all rights reserved)

Item Type: Article
Uncontrolled Keywords: feedback related negativity (frn),event-related potential (erp),reward prediction error (rpe),meta-analysis,great grand average
Faculty \ School: Faculty of Social Sciences > School of Psychology
UEA Research Groups: Faculty of Social Sciences > Research Groups > Cognition, Action and Perception
Depositing User: Pure Connector
Date Deposited: 30 Nov 2017 06:06
Last Modified: 21 Oct 2022 16:32
URI: https://ueaeprints.uea.ac.uk/id/eprint/65629
DOI: 10.1037/bul0000006


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