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Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network
With data collected from a directed social trading network, this paper investigates how social interaction affects the disposition effect. We constantly observe a negative association between them: After being exposed to social interaction, a trader’s odds ratio to sell a paper gain stock decreases...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877604/ https://www.ncbi.nlm.nih.gov/pubmed/33571279 http://dx.doi.org/10.1371/journal.pone.0246759 |
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author | Jin, Xuejun Li, Rui Zhu, Yu |
author_facet | Jin, Xuejun Li, Rui Zhu, Yu |
author_sort | Jin, Xuejun |
collection | PubMed |
description | With data collected from a directed social trading network, this paper investigates how social interaction affects the disposition effect. We constantly observe a negative association between them: After being exposed to social interaction, a trader’s odds ratio to sell a paper gain stock decreases by 9% to 10%, depending on different model settings. We then test the mechanisms of social interaction by decomposing it into three channels: learning intensity (willingness to learn), learning quality (information advantage through learning), and public scrutinization (exposure of trading outcome to others). We find that all three channels contribute to a smaller disposition effect. Specifically, our findings support the claim that public scrutinization promotes self-consciousness and reduces disposition effect. Also, our results extend previous studies on investors’ information advantage by suggesting that it could also help to mitigate the disposition effect through the reduction of uncertainty. Overall, this paper suggests a positive role of social trading platforms in helping investors make better decisions. |
format | Online Article Text |
id | pubmed-7877604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-78776042021-02-19 Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network Jin, Xuejun Li, Rui Zhu, Yu PLoS One Research Article With data collected from a directed social trading network, this paper investigates how social interaction affects the disposition effect. We constantly observe a negative association between them: After being exposed to social interaction, a trader’s odds ratio to sell a paper gain stock decreases by 9% to 10%, depending on different model settings. We then test the mechanisms of social interaction by decomposing it into three channels: learning intensity (willingness to learn), learning quality (information advantage through learning), and public scrutinization (exposure of trading outcome to others). We find that all three channels contribute to a smaller disposition effect. Specifically, our findings support the claim that public scrutinization promotes self-consciousness and reduces disposition effect. Also, our results extend previous studies on investors’ information advantage by suggesting that it could also help to mitigate the disposition effect through the reduction of uncertainty. Overall, this paper suggests a positive role of social trading platforms in helping investors make better decisions. Public Library of Science 2021-02-11 /pmc/articles/PMC7877604/ /pubmed/33571279 http://dx.doi.org/10.1371/journal.pone.0246759 Text en © 2021 Jin 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 Jin, Xuejun Li, Rui Zhu, Yu Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network |
title | Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network |
title_full | Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network |
title_fullStr | Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network |
title_full_unstemmed | Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network |
title_short | Could social interaction reduce the disposition effect? Evidence from retail investors in a directed social trading network |
title_sort | could social interaction reduce the disposition effect? evidence from retail investors in a directed social trading network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877604/ https://www.ncbi.nlm.nih.gov/pubmed/33571279 http://dx.doi.org/10.1371/journal.pone.0246759 |
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