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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2021
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.
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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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