Reviewing Interventions to Address Misinformation: The Need to Expand Our Vision Beyond an Individualistic Focus

Author:

Aghajari Zhila1ORCID,Baumer Eric P. S.1ORCID,DiFranzo Dominic1ORCID

Affiliation:

1. Lehigh University, Bethlehem, PA, USA

Abstract

Prior work has identified a variety of factors that drive the way people identify and respond to misinformation. Such factors include confirmation bias, perceived credibility of the information source, individual media literacy, social norms, and others. This paper reviews the interventions designed to address misinformation and examines how various underlying mechanisms of response to misinformation are operationalized and implemented in the reviewed interventions. Key findings show that most prior work to address misinformation heavily focuses on individual pieces of misinformation and the actions individuals take in response to those individual pieces. These individualistic approaches, we argue, overlook the other drivers of responses to misinformation, such as individuals' prior beliefs and the social contexts in which misinformation is encountered. Additionally, the analysis shows that an individualistic focus on misinformation draws attention away from the systemic nature and consequences of misinformation. This paper argues that to overcome the limitation of individualistic approaches to addressing misinformation, future interventions need to expand their scope beyond individualistic approaches. As one way to do so, it discusses leveraging the impacts of community factors that impact the spread and impacts of misinformation. The paper concludes by using social norms as an example to illustrate how a focus on community factors might work in practice.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Human-Computer Interaction,Social Sciences (miscellaneous)

Reference258 articles.

1. 2006. Hearing the other side: Deliberative versus participatory democracy . Cambridge University Press . 2006. Hearing the other side: Deliberative versus participatory democracy. Cambridge University Press.

2. 2017. Fact-checking fake news on Facebook works - just too slowly. https://apnews.com/article/north-america-technology-business-fake-news-ap-fact-check-e03283b4169f4d8c8a7e51042d61bcb5. 2017. Fact-checking fake news on Facebook works - just too slowly. https://apnews.com/article/north-america-technology-business-fake-news-ap-fact-check-e03283b4169f4d8c8a7e51042d61bcb5.

3. 2018. How Twitter is fighting spam and malicious automation. https://blog.twitter.com/en_us/topics/company/2018/how-twitter-is-fighting-spam-and-malicious-automation 2018. How Twitter is fighting spam and malicious automation. https://blog.twitter.com/en_us/topics/company/2018/how-twitter-is-fighting-spam-and-malicious-automation

4. 2018. How whatsapp helped turn an Indian village into a lynch mob. https://www.bbc.com/news/world-asia-india-44856910 2018. How whatsapp helped turn an Indian village into a lynch mob. https://www.bbc.com/news/world-asia-india-44856910

5. 2019. Designing new ways to give context to news stories. https://newsroom.fb.com/news/2018/04/inside-feed-article-context/ 2019. Designing new ways to give context to news stories. https://newsroom.fb.com/news/2018/04/inside-feed-article-context/

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