Persistent interaction patterns across social media platforms and over time

M Avalle, N Di Marco, G Etta, E Sangiorgio, S Alipour… - Nature, 2024 - nature.com
Growing concern surrounds the impact of social media platforms on public discourse,,–and
their influence on social dynamics,,,–, especially in the context of toxicity,–. Here, to better …

Simulating social media using large language models to evaluate alternative news feed algorithms

P Törnberg, D Valeeva, J Uitermark, C Bail - arXiv preprint arXiv …, 2023 - arxiv.org
Social media is often criticized for amplifying toxic discourse and discouraging constructive
conversations. But designing social media platforms to promote better conversations is …

Identity development in the digital context

S Soh, S Talaifar, GM Harari - Social and Personality …, 2024 - Wiley Online Library
Digital media is ubiquitous in adolescence and young adulthood. These are key
developmental periods when people explore who they are and who they want to become …

Embedding democratic values into social media AIs via societal objective functions

C Jia, MS Lam, MC Mai, JT Hancock… - Proceedings of the ACM …, 2024 - dl.acm.org
Mounting evidence indicates that the artificial intelligence (AI) systems that rank our social
media feeds bear nontrivial responsibility for amplifying partisan animosity: negative …

Quantifying the impact of misinformation and vaccine-skeptical content on Facebook

J Allen, DJ Watts, DG Rand - Science, 2024 - science.org
Low uptake of the COVID-19 vaccine in the US has been widely attributed to social media
misinformation. To evaluate this claim, we introduce a framework combining lab experiments …

The effects of Facebook and Instagram on the 2020 election: A deactivation experiment

H Allcott, M Gentzkow, W Mason… - Proceedings of the …, 2024 - National Acad Sciences
We study the effect of Facebook and Instagram access on political beliefs, attitudes, and
behavior by randomizing a subset of 19,857 Facebook users and 15,585 Instagram users to …

Misunderstanding the harms of online misinformation

C Budak, B Nyhan, DM Rothschild, E Thorson… - Nature, 2024 - nature.com
The controversy over online misinformation and social media has opened a gap between
public discourse and scientific research. Public intellectuals and journalists frequently make …

Influence of Facebook algorithms on political polarization tested

D Garcia - 2023 - nature.com
Influence of Facebook algorithms on political polarization tested Skip to main content Thank
you for visiting nature.com. You are using a browser version with limited support for CSS. To …

Independence by permission

MW Wagner - Science, 2023 - science.org
In the spring of 2020, pressed by internal research staff and with support from the highest
levels of the company, Facebook (now Meta) began a collaboration with outside academics …

Mobile internet and political polarization

N Melnikov - Available at SSRN 3937760, 2021 - papers.ssrn.com
How has mobile internet affected political polarization in the United States? Using Gallup
Daily Poll data covering 1,765,114 individuals in 31,499 ZIP codes between 2008 and 2017 …