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Reverberation effect of communication in a public goods game

Using a public goods laboratory experiment, this paper analyzes the extent to which face-to-face communication keeps its efficiency gains even after its removal. This is important as communication in real world is costly (e.g. time). If the effect of communication is long-lasting, the number of comm...

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Autor principal: Bershadskyy, Dmitri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970058/
https://www.ncbi.nlm.nih.gov/pubmed/36848359
http://dx.doi.org/10.1371/journal.pone.0281633
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author Bershadskyy, Dmitri
author_facet Bershadskyy, Dmitri
author_sort Bershadskyy, Dmitri
collection PubMed
description Using a public goods laboratory experiment, this paper analyzes the extent to which face-to-face communication keeps its efficiency gains even after its removal. This is important as communication in real world is costly (e.g. time). If the effect of communication is long-lasting, the number of communication periods could be minimized. This paper provides evidence that there is a lasting positive effect on contributions even after communication was removed. Yet, after the removal, the contributions are lower and abate over time to the previous magnitude. This is referred to as the reverberation effect of communication. As we do not observe an effect of endogenizing communication, the strongest driver of the size of the contributions is the existence of communication or its reverberation. Eventually, the experiment provides evidence for a strong end-game effect after communication was removed, insinuating communication does not protect from the end-game behavior. In total, the results of the paper imply, that the effects of communication are not permanent but communication should be repeated. Simultaneously, results indicate no need for permanent communication. Since communication is conducted using video-conference tools, we present results from a machine learning based analysis of facial expressions to predict contribution behavior on group level.
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spelling pubmed-99700582023-02-28 Reverberation effect of communication in a public goods game Bershadskyy, Dmitri PLoS One Research Article Using a public goods laboratory experiment, this paper analyzes the extent to which face-to-face communication keeps its efficiency gains even after its removal. This is important as communication in real world is costly (e.g. time). If the effect of communication is long-lasting, the number of communication periods could be minimized. This paper provides evidence that there is a lasting positive effect on contributions even after communication was removed. Yet, after the removal, the contributions are lower and abate over time to the previous magnitude. This is referred to as the reverberation effect of communication. As we do not observe an effect of endogenizing communication, the strongest driver of the size of the contributions is the existence of communication or its reverberation. Eventually, the experiment provides evidence for a strong end-game effect after communication was removed, insinuating communication does not protect from the end-game behavior. In total, the results of the paper imply, that the effects of communication are not permanent but communication should be repeated. Simultaneously, results indicate no need for permanent communication. Since communication is conducted using video-conference tools, we present results from a machine learning based analysis of facial expressions to predict contribution behavior on group level. Public Library of Science 2023-02-27 /pmc/articles/PMC9970058/ /pubmed/36848359 http://dx.doi.org/10.1371/journal.pone.0281633 Text en © 2023 Dmitri Bershadskyy https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Bershadskyy, Dmitri
Reverberation effect of communication in a public goods game
title Reverberation effect of communication in a public goods game
title_full Reverberation effect of communication in a public goods game
title_fullStr Reverberation effect of communication in a public goods game
title_full_unstemmed Reverberation effect of communication in a public goods game
title_short Reverberation effect of communication in a public goods game
title_sort reverberation effect of communication in a public goods game
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970058/
https://www.ncbi.nlm.nih.gov/pubmed/36848359
http://dx.doi.org/10.1371/journal.pone.0281633
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