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Psychological inoculation protects against the social media infodemic
Misinformation can have a profound detrimental impact on populations’ wellbeing. In this large UK-based online experiment (n = 2430), we assessed the performance of false tag and inoculation interventions in protecting against different forms of misinformation (‘variants’). While previous experiment...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082776/ https://www.ncbi.nlm.nih.gov/pubmed/37031339 http://dx.doi.org/10.1038/s41598-023-32962-1 |
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author | McPhedran, Robert Ratajczak, Michael Mawby, Max King, Emily Yang, Yuchen Gold, Natalie |
author_facet | McPhedran, Robert Ratajczak, Michael Mawby, Max King, Emily Yang, Yuchen Gold, Natalie |
author_sort | McPhedran, Robert |
collection | PubMed |
description | Misinformation can have a profound detrimental impact on populations’ wellbeing. In this large UK-based online experiment (n = 2430), we assessed the performance of false tag and inoculation interventions in protecting against different forms of misinformation (‘variants’). While previous experiments have used perception- or intention-based outcome measures, we presented participants with real-life misinformation posts in a social media platform simulation and measured their engagement, a more ecologically valid approach. Our pre-registered mixed-effects models indicated that both interventions reduced engagement with misinformation, but inoculation was most effective. However, random differences analysis revealed that the protection conferred by inoculation differed across posts. Moderation analysis indicated that immunity provided by inoculation is robust to variation in individuals’ cognitive reflection. This study provides novel evidence on the general effectiveness of inoculation interventions over false tags, social media platforms’ current approach. Given inoculation’s effect heterogeneity, a concert of interventions will likely be required for future safeguarding efforts. |
format | Online Article Text |
id | pubmed-10082776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-100827762023-04-10 Psychological inoculation protects against the social media infodemic McPhedran, Robert Ratajczak, Michael Mawby, Max King, Emily Yang, Yuchen Gold, Natalie Sci Rep Article Misinformation can have a profound detrimental impact on populations’ wellbeing. In this large UK-based online experiment (n = 2430), we assessed the performance of false tag and inoculation interventions in protecting against different forms of misinformation (‘variants’). While previous experiments have used perception- or intention-based outcome measures, we presented participants with real-life misinformation posts in a social media platform simulation and measured their engagement, a more ecologically valid approach. Our pre-registered mixed-effects models indicated that both interventions reduced engagement with misinformation, but inoculation was most effective. However, random differences analysis revealed that the protection conferred by inoculation differed across posts. Moderation analysis indicated that immunity provided by inoculation is robust to variation in individuals’ cognitive reflection. This study provides novel evidence on the general effectiveness of inoculation interventions over false tags, social media platforms’ current approach. Given inoculation’s effect heterogeneity, a concert of interventions will likely be required for future safeguarding efforts. Nature Publishing Group UK 2023-04-08 /pmc/articles/PMC10082776/ /pubmed/37031339 http://dx.doi.org/10.1038/s41598-023-32962-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article McPhedran, Robert Ratajczak, Michael Mawby, Max King, Emily Yang, Yuchen Gold, Natalie Psychological inoculation protects against the social media infodemic |
title | Psychological inoculation protects against the social media infodemic |
title_full | Psychological inoculation protects against the social media infodemic |
title_fullStr | Psychological inoculation protects against the social media infodemic |
title_full_unstemmed | Psychological inoculation protects against the social media infodemic |
title_short | Psychological inoculation protects against the social media infodemic |
title_sort | psychological inoculation protects against the social media infodemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10082776/ https://www.ncbi.nlm.nih.gov/pubmed/37031339 http://dx.doi.org/10.1038/s41598-023-32962-1 |
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