A systematic review of worldwide causal and correlational evidence on digital media and democracy
One of today's most controversial and consequential issues is whether the global uptake of
digital media is causally related to a decline in democracy. We conducted a systematic …
digital media is causally related to a decline in democracy. We conducted a systematic …
Cognitive–motivational mechanisms of political polarization in social-communicative contexts
Healthy democratic polities feature competing visions of a good society but also require
some level of cooperation and institutional trust. Democracy is at risk when citizens become …
some level of cooperation and institutional trust. Democracy is at risk when citizens become …
Out-group animosity drives engagement on social media
S Rathje, JJ Van Bavel… - Proceedings of the …, 2021 - National Acad Sciences
There has been growing concern about the role social media plays in political polarization.
We investigated whether out-group animosity was particularly successful at generating …
We investigated whether out-group animosity was particularly successful at generating …
Algorithmic amplification of politics on Twitter
Content on Twitter's home timeline is selected and ordered by personalization algorithms.
By consistently ranking certain content higher, these algorithms may amplify some …
By consistently ranking certain content higher, these algorithms may amplify some …
Trustworthy LLMs: A survey and guideline for evaluating large language models' alignment
Ensuring alignment, which refers to making models behave in accordance with human
intentions [1, 2], has become a critical task before deploying large language models (LLMs) …
intentions [1, 2], has become a critical task before deploying large language models (LLMs) …
Social media, news consumption, and polarization: Evidence from a field experiment
R Levy - American economic review, 2021 - aeaweb.org
Does the consumption of ideologically congruent news on social media exacerbate
polarization? I estimate the effects of social media news exposure by conducting a large …
polarization? I estimate the effects of social media news exposure by conducting a large …
[PDF][PDF] Understanding echo chambers and filter bubbles: The impact of social media on diversification and partisan shifts in news consumption.
Echo chambers and filter bubbles are potent metaphors that encapsulate widespread public
fear that the use of social media may limit the information that users encounter or consume …
fear that the use of social media may limit the information that users encounter or consume …
The political economy of populism
S Guriev, E Papaioannou - Journal of Economic Literature, 2022 - aeaweb.org
We synthesize the literature on the recent rise of populism. First, we discuss definitions and
present descriptive evidence on the recent increase in support for populists. Second, we …
present descriptive evidence on the recent increase in support for populists. Second, we …
Political effects of the internet and social media
E Zhuravskaya, M Petrova… - Annual review of …, 2020 - annualreviews.org
How do the Internet and social media affect political outcomes? We review empirical
evidence from the recent political economy literature, focusing primarily on work that …
evidence from the recent political economy literature, focusing primarily on work that …
Fang: Leveraging social context for fake news detection using graph representation
We propose Factual News Graph (FANG), a novel graphical social context representation
and learning framework for fake news detection. Unlike previous contextual models that …
and learning framework for fake news detection. Unlike previous contextual models that …