A path forward on online misinformation mitigation based on current user behavior
Abstract Social media misinformation has become a serious societal problem, and recent research has focused on developing effective ways to counter its harmful impacts. This work investigates user-level countermeasures, or how individuals who see the misinformation respond to it directly, possibly t...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-03-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-025-93100-7 |
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| _version_ | 1850094795906613248 |
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| author | Catherine King Samantha C. Phillips Kathleen M. Carley |
| author_facet | Catherine King Samantha C. Phillips Kathleen M. Carley |
| author_sort | Catherine King |
| collection | DOAJ |
| description | Abstract Social media misinformation has become a serious societal problem, and recent research has focused on developing effective ways to counter its harmful impacts. This work investigates user-level countermeasures, or how individuals who see the misinformation respond to it directly, possibly to help stop its spread in their online communities. Using a registered report design, we conducted an online survey of 1010 American social media users who use social media at least once weekly. Participants were asked how they respond and think others should respond to misinformation they unintentionally post or see posted by others, and how their responses differ depending on their relationship with the person who posted that misinformation. Overall, the results revealed a difference between respondents’ beliefs and actions: participants reported expecting others to exert more effort when responding to misinformation than the level of effort they themselves reported. Additionally, on average, participants were more likely to say they intervened when misinformation was posted by someone close to them rather than by an acquaintance or a stranger. Understanding current behavioral patterns and public opinion can inform efforts to elicit public participation in countering misinformation and increase the effectiveness of platform-level countermeasures. Protocol registration: The stage 1 protocol for this Registered Report was accepted in principle on March 13th, 2024. The protocol, as accepted by the journal, can be found at: https://figshare.com/s/683b1e7c2f2bad96f604 . |
| format | Article |
| id | doaj-art-dd718f6839d84deb9396ecd4c6a39fee |
| institution | DOAJ |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj-art-dd718f6839d84deb9396ecd4c6a39fee2025-08-20T02:41:34ZengNature PortfolioScientific Reports2045-23222025-03-0115111810.1038/s41598-025-93100-7A path forward on online misinformation mitigation based on current user behaviorCatherine King0Samantha C. Phillips1Kathleen M. Carley2Software and Societal Systems Department, Carnegie Mellon UniversitySoftware and Societal Systems Department, Carnegie Mellon UniversitySoftware and Societal Systems Department, Carnegie Mellon UniversityAbstract Social media misinformation has become a serious societal problem, and recent research has focused on developing effective ways to counter its harmful impacts. This work investigates user-level countermeasures, or how individuals who see the misinformation respond to it directly, possibly to help stop its spread in their online communities. Using a registered report design, we conducted an online survey of 1010 American social media users who use social media at least once weekly. Participants were asked how they respond and think others should respond to misinformation they unintentionally post or see posted by others, and how their responses differ depending on their relationship with the person who posted that misinformation. Overall, the results revealed a difference between respondents’ beliefs and actions: participants reported expecting others to exert more effort when responding to misinformation than the level of effort they themselves reported. Additionally, on average, participants were more likely to say they intervened when misinformation was posted by someone close to them rather than by an acquaintance or a stranger. Understanding current behavioral patterns and public opinion can inform efforts to elicit public participation in countering misinformation and increase the effectiveness of platform-level countermeasures. Protocol registration: The stage 1 protocol for this Registered Report was accepted in principle on March 13th, 2024. The protocol, as accepted by the journal, can be found at: https://figshare.com/s/683b1e7c2f2bad96f604 .https://doi.org/10.1038/s41598-025-93100-7 |
| spellingShingle | Catherine King Samantha C. Phillips Kathleen M. Carley A path forward on online misinformation mitigation based on current user behavior Scientific Reports |
| title | A path forward on online misinformation mitigation based on current user behavior |
| title_full | A path forward on online misinformation mitigation based on current user behavior |
| title_fullStr | A path forward on online misinformation mitigation based on current user behavior |
| title_full_unstemmed | A path forward on online misinformation mitigation based on current user behavior |
| title_short | A path forward on online misinformation mitigation based on current user behavior |
| title_sort | path forward on online misinformation mitigation based on current user behavior |
| url | https://doi.org/10.1038/s41598-025-93100-7 |
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