TY - JOUR PY - 2022// TI - Combating misinformation by sharing the truth: a study on the spread of fact-checks on social media JO - Information systems frontiers A1 - Li, Jiexun A1 - Chang, Xiaohui SP - ePub EP - ePub VL - ePub IS - ePub N2 - Misinformation on social media has become a horrendous problem in our society. Fact-checks on information often fall behind the diffusion of misinformation, which can lead to negative impacts on society. This research studies how different factors may affect the spread of fact-checks over the internet. We collected a dataset of fact-checks in a six-month period and analyzed how they spread on Twitter. The spread of fact-checks is measured by the total retweet count. The factors/variables include the truthfulness rating, topic of information, source credibility, etc. The research identifies truthfulness rating as a significant factor: conclusive fact-checks (either true or false) tend to be shared more than others. In addition, the source credibility, political leaning, and the sharing count also affect the spread of fact-checks. The findings of this research provide practical insights into accelerating the spread of the truth in the battle against misinformation online.
Language: en
LA - en SN - 1387-3326 UR - http://dx.doi.org/10.1007/s10796-022-10296-z ID - ref1 ER -