{"title":"事实还是感觉?在美国社交媒体上利用情感作为一种事实核查策略","authors":"Haoning Xue, Jingwen Zhang, Xinzhi Zhang","doi":"10.1177/20563051251318172","DOIUrl":null,"url":null,"abstract":"Emotionality is a well-established strategy for boosting audience engagement on social media. While fact-checking is positioned to provide objective information, fact-checking posts on social media often involve heightened emotionality. How much emotionality is present and how emotionality influences audience engagement and public sentiment toward fact-checked targets remain largely understudied. Informed by social psychological frameworks explicating message-level factors influencing public engagement and sentiment, the present study examines emotionality in 49,270 fact-checking posts created by 10 United States fact-checking organizations on Facebook from 2017 to 2022. Results showed that emotionality in fact-checking posts significantly increased by 13.5% over the years. Editorial fact-checkers (e.g., Washington Post) used higher levels of emotionality than independent fact-checkers (e.g., snopes.com). Emotionality positively indicated public engagement as predicted. However, in both fact-checked true and false information, emotionality was negatively associated with the public’s sentiment toward fact-checked targets, suggesting a potential spillover effect on stories verified to be true. This study reveals that emotionality in fact-checking posts boosts social media engagement yet with the potential of compromising fact-checking effectiveness.","PeriodicalId":47920,"journal":{"name":"Social Media + Society","volume":"3 1","pages":""},"PeriodicalIF":5.5000,"publicationDate":"2025-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Facts or Feelings? Leveraging Emotionality as a Fact-Checking Strategy on Social Media in the United States\",\"authors\":\"Haoning Xue, Jingwen Zhang, Xinzhi Zhang\",\"doi\":\"10.1177/20563051251318172\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Emotionality is a well-established strategy for boosting audience engagement on social media. While fact-checking is positioned to provide objective information, fact-checking posts on social media often involve heightened emotionality. How much emotionality is present and how emotionality influences audience engagement and public sentiment toward fact-checked targets remain largely understudied. Informed by social psychological frameworks explicating message-level factors influencing public engagement and sentiment, the present study examines emotionality in 49,270 fact-checking posts created by 10 United States fact-checking organizations on Facebook from 2017 to 2022. Results showed that emotionality in fact-checking posts significantly increased by 13.5% over the years. Editorial fact-checkers (e.g., Washington Post) used higher levels of emotionality than independent fact-checkers (e.g., snopes.com). Emotionality positively indicated public engagement as predicted. However, in both fact-checked true and false information, emotionality was negatively associated with the public’s sentiment toward fact-checked targets, suggesting a potential spillover effect on stories verified to be true. This study reveals that emotionality in fact-checking posts boosts social media engagement yet with the potential of compromising fact-checking effectiveness.\",\"PeriodicalId\":47920,\"journal\":{\"name\":\"Social Media + Society\",\"volume\":\"3 1\",\"pages\":\"\"},\"PeriodicalIF\":5.5000,\"publicationDate\":\"2025-02-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Social Media + Society\",\"FirstCategoryId\":\"98\",\"ListUrlMain\":\"https://doi.org/10.1177/20563051251318172\",\"RegionNum\":1,\"RegionCategory\":\"文学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMMUNICATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Social Media + Society","FirstCategoryId":"98","ListUrlMain":"https://doi.org/10.1177/20563051251318172","RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMMUNICATION","Score":null,"Total":0}
Facts or Feelings? Leveraging Emotionality as a Fact-Checking Strategy on Social Media in the United States
Emotionality is a well-established strategy for boosting audience engagement on social media. While fact-checking is positioned to provide objective information, fact-checking posts on social media often involve heightened emotionality. How much emotionality is present and how emotionality influences audience engagement and public sentiment toward fact-checked targets remain largely understudied. Informed by social psychological frameworks explicating message-level factors influencing public engagement and sentiment, the present study examines emotionality in 49,270 fact-checking posts created by 10 United States fact-checking organizations on Facebook from 2017 to 2022. Results showed that emotionality in fact-checking posts significantly increased by 13.5% over the years. Editorial fact-checkers (e.g., Washington Post) used higher levels of emotionality than independent fact-checkers (e.g., snopes.com). Emotionality positively indicated public engagement as predicted. However, in both fact-checked true and false information, emotionality was negatively associated with the public’s sentiment toward fact-checked targets, suggesting a potential spillover effect on stories verified to be true. This study reveals that emotionality in fact-checking posts boosts social media engagement yet with the potential of compromising fact-checking effectiveness.
期刊介绍:
Social Media + Society is an open access, peer-reviewed scholarly journal that focuses on the socio-cultural, political, psychological, historical, economic, legal and policy dimensions of social media in societies past, contemporary and future. We publish interdisciplinary work that draws from the social sciences, humanities and computational social sciences, reaches out to the arts and natural sciences, and we endorse mixed methods and methodologies. The journal is open to a diversity of theoretic paradigms and methodologies. The editorial vision of Social Media + Society draws inspiration from research on social media to outline a field of study poised to reflexively grow as social technologies evolve. We foster the open access of sharing of research on the social properties of media, as they manifest themselves through the uses people make of networked platforms past and present, digital and non. The journal presents a collaborative, open, and shared space, dedicated exclusively to the study of social media and their implications for societies. It facilitates state-of-the-art research on cutting-edge trends and allows scholars to focus and track trends specific to this field of study.