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Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market

Herding has often been blamed as one of the possible causes of market instabilities, ultimately yielding to bubbles and crushes. On the other hand, researchers hypothesized that financial systems may benefit from the so-called wisdom of the crowd. To solve this apparent dichotomy, we leverage a nove...

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Detalles Bibliográficos
Autores principales: Della Rossa, Fabio, Giannini, Lorenzo, DeLellis, Pietro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485832/
https://www.ncbi.nlm.nih.gov/pubmed/32915898
http://dx.doi.org/10.1371/journal.pone.0239132
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author Della Rossa, Fabio
Giannini, Lorenzo
DeLellis, Pietro
author_facet Della Rossa, Fabio
Giannini, Lorenzo
DeLellis, Pietro
author_sort Della Rossa, Fabio
collection PubMed
description Herding has often been blamed as one of the possible causes of market instabilities, ultimately yielding to bubbles and crushes. On the other hand, researchers hypothesized that financial systems may benefit from the so-called wisdom of the crowd. To solve this apparent dichotomy, we leverage a novel financial market model, where the agents form their expectations by combining their individual return estimation with the expectations of their neighbors. By establishing a link between herding, sociality, and market instabilities, we point out that the emergence of collective decisions in the market is not necessarily detrimental. Indeed, when all the agents tend to conform their expectations to those of one or few leaders, herding might dramatically reduce market efficiency. However, when each agent accounts for a plurality of opinions, thus following the wisdom of the crowd, market dynamics become efficient. Following these observations, we propose two alternative control strategies to reduce market instability and enhance its efficiency.
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spelling pubmed-74858322020-09-21 Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market Della Rossa, Fabio Giannini, Lorenzo DeLellis, Pietro PLoS One Research Article Herding has often been blamed as one of the possible causes of market instabilities, ultimately yielding to bubbles and crushes. On the other hand, researchers hypothesized that financial systems may benefit from the so-called wisdom of the crowd. To solve this apparent dichotomy, we leverage a novel financial market model, where the agents form their expectations by combining their individual return estimation with the expectations of their neighbors. By establishing a link between herding, sociality, and market instabilities, we point out that the emergence of collective decisions in the market is not necessarily detrimental. Indeed, when all the agents tend to conform their expectations to those of one or few leaders, herding might dramatically reduce market efficiency. However, when each agent accounts for a plurality of opinions, thus following the wisdom of the crowd, market dynamics become efficient. Following these observations, we propose two alternative control strategies to reduce market instability and enhance its efficiency. Public Library of Science 2020-09-11 /pmc/articles/PMC7485832/ /pubmed/32915898 http://dx.doi.org/10.1371/journal.pone.0239132 Text en © 2020 Della Rossa et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Della Rossa, Fabio
Giannini, Lorenzo
DeLellis, Pietro
Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market
title Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market
title_full Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market
title_fullStr Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market
title_full_unstemmed Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market
title_short Herding or wisdom of the crowd? Controlling efficiency in a partially rational financial market
title_sort herding or wisdom of the crowd? controlling efficiency in a partially rational financial market
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485832/
https://www.ncbi.nlm.nih.gov/pubmed/32915898
http://dx.doi.org/10.1371/journal.pone.0239132
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