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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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. |
format | Online Article Text |
id | pubmed-7485832 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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