Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.

Social corrections - where users correct each other - can help rectify inaccurate beliefs. However, social corrections are often ignored. Here we ask under what conditions social corrections promote engagement from corrected users, allowing for greater insight into how users respond to debunking mes...

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Main Authors: Cameron Martel, Mohsen Mosleh, Dean Eckles, David G Rand
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0319336
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author Cameron Martel
Mohsen Mosleh
Dean Eckles
David G Rand
author_facet Cameron Martel
Mohsen Mosleh
Dean Eckles
David G Rand
author_sort Cameron Martel
collection DOAJ
description Social corrections - where users correct each other - can help rectify inaccurate beliefs. However, social corrections are often ignored. Here we ask under what conditions social corrections promote engagement from corrected users, allowing for greater insight into how users respond to debunking messages (even if such responses are negative). Prior work suggests two key factors may help promote engagement with corrections - partisan alignment between users, and social connections between users. We investigate these factors here. First, we conducted a field experiment on Twitter (X) using human-looking bots to examine how shared partisanship and prior social connection affect correction engagement. We randomized whether our accounts identified as Democrat or Republican, and whether they followed Twitter users and liked three of their tweets before correcting them (creating a minimal social connection). We found that shared partisanship had no significant effect in the baseline (no social connection) condition. Interestingly, social connection increased engagement with corrections from co-partisans. Effects in the social counter-partisan condition were ambiguous. Follow-up survey experiments largely replicated these results and found evidence for a generalized norm of responding, wherein people feel more obligated to respond to people who follow them - even outside the context of misinformation correction. Our findings have important implications for increasing engagement with social corrections online.
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spelling doaj-art-331eb68a0edb4c54baf5c49c190ed6202025-08-20T02:08:23ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01203e031933610.1371/journal.pone.0319336Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.Cameron MartelMohsen MoslehDean EcklesDavid G RandSocial corrections - where users correct each other - can help rectify inaccurate beliefs. However, social corrections are often ignored. Here we ask under what conditions social corrections promote engagement from corrected users, allowing for greater insight into how users respond to debunking messages (even if such responses are negative). Prior work suggests two key factors may help promote engagement with corrections - partisan alignment between users, and social connections between users. We investigate these factors here. First, we conducted a field experiment on Twitter (X) using human-looking bots to examine how shared partisanship and prior social connection affect correction engagement. We randomized whether our accounts identified as Democrat or Republican, and whether they followed Twitter users and liked three of their tweets before correcting them (creating a minimal social connection). We found that shared partisanship had no significant effect in the baseline (no social connection) condition. Interestingly, social connection increased engagement with corrections from co-partisans. Effects in the social counter-partisan condition were ambiguous. Follow-up survey experiments largely replicated these results and found evidence for a generalized norm of responding, wherein people feel more obligated to respond to people who follow them - even outside the context of misinformation correction. Our findings have important implications for increasing engagement with social corrections online.https://doi.org/10.1371/journal.pone.0319336
spellingShingle Cameron Martel
Mohsen Mosleh
Dean Eckles
David G Rand
Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.
PLoS ONE
title Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.
title_full Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.
title_fullStr Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.
title_full_unstemmed Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.
title_short Promoting engagement with social fact-checks online: Investigating the roles of social connection and shared partisanship.
title_sort promoting engagement with social fact checks online investigating the roles of social connection and shared partisanship
url https://doi.org/10.1371/journal.pone.0319336
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