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Event-related brain potentials reflect predictive coding of anticipated economic change

Research has demonstrated the importance of economic forecasts for financial decisions at the aggregate economic level. However, little is known about the psychological and neurophysiological mechanisms that economic forecasts activate at the level of individual decision-making. In the present study...

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Autores principales: Petropoulos Petalas, Diamantis, Bos, Stefan, Hendriks Vettehen, Paul, van Schie, Hein T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7497516/
https://www.ncbi.nlm.nih.gov/pubmed/32812147
http://dx.doi.org/10.3758/s13415-020-00813-5
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author Petropoulos Petalas, Diamantis
Bos, Stefan
Hendriks Vettehen, Paul
van Schie, Hein T.
author_facet Petropoulos Petalas, Diamantis
Bos, Stefan
Hendriks Vettehen, Paul
van Schie, Hein T.
author_sort Petropoulos Petalas, Diamantis
collection PubMed
description Research has demonstrated the importance of economic forecasts for financial decisions at the aggregate economic level. However, little is known about the psychological and neurophysiological mechanisms that economic forecasts activate at the level of individual decision-making. In the present study, we used event-related brain potentials (ERPs) to test the hypothesis that economic forecasts influence individuals’ internal model of the economy and their subsequent decision behavior. Using a simple economic decision-making game, the Balloon Analogue of Risk Task (BART) and predictive messages about possible economic changes in the game before each block, we test the idea that brain potentials time-locked to decision outcomes can vary as a function of exposure to economic forecasts. Behavioural results indicate that economic forecasts influenced the amount of risk that participants were willing to take. Analyses of brain potentials indicated parametric increases of the N1, P2, P3a, and P3b amplitudes as a function of the level of risk in subsequent inflation steps in the BART. Mismatches between economic forecasts and decision outcomes in the BART (i.e., reward prediction errors) were reflected in the amplitude of the P2, P3a, and P3b, suggesting increased attentional processing of unexpected outcomes. These electrophysiological results corroborate the idea that economic messages may indeed influence people’s beliefs about the economy and bias their subsequent financial decision-making. Our findings present a first important step in the development of a low-level neurophysiological model that may help to explain the self-fulfilling prophecy effect of economic news in the larger economy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.3758/s13415-020-00813-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-74975162020-09-29 Event-related brain potentials reflect predictive coding of anticipated economic change Petropoulos Petalas, Diamantis Bos, Stefan Hendriks Vettehen, Paul van Schie, Hein T. Cogn Affect Behav Neurosci Article Research has demonstrated the importance of economic forecasts for financial decisions at the aggregate economic level. However, little is known about the psychological and neurophysiological mechanisms that economic forecasts activate at the level of individual decision-making. In the present study, we used event-related brain potentials (ERPs) to test the hypothesis that economic forecasts influence individuals’ internal model of the economy and their subsequent decision behavior. Using a simple economic decision-making game, the Balloon Analogue of Risk Task (BART) and predictive messages about possible economic changes in the game before each block, we test the idea that brain potentials time-locked to decision outcomes can vary as a function of exposure to economic forecasts. Behavioural results indicate that economic forecasts influenced the amount of risk that participants were willing to take. Analyses of brain potentials indicated parametric increases of the N1, P2, P3a, and P3b amplitudes as a function of the level of risk in subsequent inflation steps in the BART. Mismatches between economic forecasts and decision outcomes in the BART (i.e., reward prediction errors) were reflected in the amplitude of the P2, P3a, and P3b, suggesting increased attentional processing of unexpected outcomes. These electrophysiological results corroborate the idea that economic messages may indeed influence people’s beliefs about the economy and bias their subsequent financial decision-making. Our findings present a first important step in the development of a low-level neurophysiological model that may help to explain the self-fulfilling prophecy effect of economic news in the larger economy. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.3758/s13415-020-00813-5) contains supplementary material, which is available to authorized users. Springer US 2020-08-18 2020 /pmc/articles/PMC7497516/ /pubmed/32812147 http://dx.doi.org/10.3758/s13415-020-00813-5 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Petropoulos Petalas, Diamantis
Bos, Stefan
Hendriks Vettehen, Paul
van Schie, Hein T.
Event-related brain potentials reflect predictive coding of anticipated economic change
title Event-related brain potentials reflect predictive coding of anticipated economic change
title_full Event-related brain potentials reflect predictive coding of anticipated economic change
title_fullStr Event-related brain potentials reflect predictive coding of anticipated economic change
title_full_unstemmed Event-related brain potentials reflect predictive coding of anticipated economic change
title_short Event-related brain potentials reflect predictive coding of anticipated economic change
title_sort event-related brain potentials reflect predictive coding of anticipated economic change
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7497516/
https://www.ncbi.nlm.nih.gov/pubmed/32812147
http://dx.doi.org/10.3758/s13415-020-00813-5
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