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Empathy-based counterspeech can reduce racist hate speech in a social media field experiment
Despite heightened awareness of the detrimental impact of hate speech on social media platforms on affected communities and public discourse, there is little consensus on approaches to mitigate it. While content moderation—either by governments or social media companies—can curb online hostility, su...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8685915/ https://www.ncbi.nlm.nih.gov/pubmed/34873046 http://dx.doi.org/10.1073/pnas.2116310118 |
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author | Hangartner, Dominik Gennaro, Gloria Alasiri, Sary Bahrich, Nicholas Bornhoft, Alexandra Boucher, Joseph Demirci, Buket Buse Derksen, Laurenz Hall, Aldo Jochum, Matthias Munoz, Maria Murias Richter, Marc Vogel, Franziska Wittwer, Salomé Wüthrich, Felix Gilardi, Fabrizio Donnay, Karsten |
author_facet | Hangartner, Dominik Gennaro, Gloria Alasiri, Sary Bahrich, Nicholas Bornhoft, Alexandra Boucher, Joseph Demirci, Buket Buse Derksen, Laurenz Hall, Aldo Jochum, Matthias Munoz, Maria Murias Richter, Marc Vogel, Franziska Wittwer, Salomé Wüthrich, Felix Gilardi, Fabrizio Donnay, Karsten |
author_sort | Hangartner, Dominik |
collection | PubMed |
description | Despite heightened awareness of the detrimental impact of hate speech on social media platforms on affected communities and public discourse, there is little consensus on approaches to mitigate it. While content moderation—either by governments or social media companies—can curb online hostility, such policies may suppress valuable as well as illicit speech and might disperse rather than reduce hate speech. As an alternative strategy, an increasing number of international and nongovernmental organizations (I/NGOs) are employing counterspeech to confront and reduce online hate speech. Despite their growing popularity, there is scant experimental evidence on the effectiveness and design of counterspeech strategies (in the public domain). Modeling our interventions on current I/NGO practice, we randomly assign English-speaking Twitter users who have sent messages containing xenophobic (or racist) hate speech to one of three counterspeech strategies—empathy, warning of consequences, and humor—or a control group. Our intention-to-treat analysis of 1,350 Twitter users shows that empathy-based counterspeech messages can increase the retrospective deletion of xenophobic hate speech by 0.2 SD and reduce the prospective creation of xenophobic hate speech over a 4-wk follow-up period by 0.1 SD. We find, however, no consistent effects for strategies using humor or warning of consequences. Together, these results advance our understanding of the central role of empathy in reducing exclusionary behavior and inform the design of future counterspeech interventions. |
format | Online Article Text |
id | pubmed-8685915 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-86859152022-01-06 Empathy-based counterspeech can reduce racist hate speech in a social media field experiment Hangartner, Dominik Gennaro, Gloria Alasiri, Sary Bahrich, Nicholas Bornhoft, Alexandra Boucher, Joseph Demirci, Buket Buse Derksen, Laurenz Hall, Aldo Jochum, Matthias Munoz, Maria Murias Richter, Marc Vogel, Franziska Wittwer, Salomé Wüthrich, Felix Gilardi, Fabrizio Donnay, Karsten Proc Natl Acad Sci U S A Social Sciences Despite heightened awareness of the detrimental impact of hate speech on social media platforms on affected communities and public discourse, there is little consensus on approaches to mitigate it. While content moderation—either by governments or social media companies—can curb online hostility, such policies may suppress valuable as well as illicit speech and might disperse rather than reduce hate speech. As an alternative strategy, an increasing number of international and nongovernmental organizations (I/NGOs) are employing counterspeech to confront and reduce online hate speech. Despite their growing popularity, there is scant experimental evidence on the effectiveness and design of counterspeech strategies (in the public domain). Modeling our interventions on current I/NGO practice, we randomly assign English-speaking Twitter users who have sent messages containing xenophobic (or racist) hate speech to one of three counterspeech strategies—empathy, warning of consequences, and humor—or a control group. Our intention-to-treat analysis of 1,350 Twitter users shows that empathy-based counterspeech messages can increase the retrospective deletion of xenophobic hate speech by 0.2 SD and reduce the prospective creation of xenophobic hate speech over a 4-wk follow-up period by 0.1 SD. We find, however, no consistent effects for strategies using humor or warning of consequences. Together, these results advance our understanding of the central role of empathy in reducing exclusionary behavior and inform the design of future counterspeech interventions. National Academy of Sciences 2021-12-06 2021-12-14 /pmc/articles/PMC8685915/ /pubmed/34873046 http://dx.doi.org/10.1073/pnas.2116310118 Text en Copyright © 2021 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Social Sciences Hangartner, Dominik Gennaro, Gloria Alasiri, Sary Bahrich, Nicholas Bornhoft, Alexandra Boucher, Joseph Demirci, Buket Buse Derksen, Laurenz Hall, Aldo Jochum, Matthias Munoz, Maria Murias Richter, Marc Vogel, Franziska Wittwer, Salomé Wüthrich, Felix Gilardi, Fabrizio Donnay, Karsten Empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
title | Empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
title_full | Empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
title_fullStr | Empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
title_full_unstemmed | Empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
title_short | Empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
title_sort | empathy-based counterspeech can reduce racist hate speech in a social media field experiment |
topic | Social Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8685915/ https://www.ncbi.nlm.nih.gov/pubmed/34873046 http://dx.doi.org/10.1073/pnas.2116310118 |
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