Our future in the Anthropocene biosphere

C Folke, S Polasky, J Rockström, V Galaz, F Westley… - Ambio, 2021 - Springer
The COVID-19 pandemic has exposed an interconnected and tightly coupled globalized
world in rapid change. This article sets the scientific stage for understanding and responding …

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 …

Do social media undermine social cohesion? A critical review

S González‐Bailón, Y Lelkes - Social Issues and Policy …, 2023 - Wiley Online Library
We evaluate the empirical evidence interrogating the question of whether social media
erodes social cohesion. We look at how networks, information exchange, and norms operate …

Social media, sentiment and public opinions: Evidence from# Brexit and# USElection

Y Gorodnichenko, T Pham, O Talavera - European Economic Review, 2021 - Elsevier
This paper studies information diffusion in social media and the potential role of bots in
influencing public opinions. Using Twitter data on the 2016 EU Referendum (“Brexit”) and …

Social media and protest participation: Evidence from Russia

R Enikolopov, A Makarin, M Petrova - Econometrica, 2020 - Wiley Online Library
Do new communication technologies, such as social media, alleviate the collective action
problem? This paper provides evidence that penetration of VK, the dominant Russian online …

Casm: A deep-learning approach for identifying collective action events with text and image data from social media

H Zhang, J Pan - Sociological Methodology, 2019 - journals.sagepub.com
Protest event analysis is an important method for the study of collective action and social
movements and typically draws on traditional media reports as the data source. We …

Spontaneous collective action: Peripheral mobilization during the Arab Spring

ZC Steinert-Threlkeld - American Political Science Review, 2017 - cambridge.org
Who is responsible for protest mobilization? Models of disease and information diffusion
suggest that those central to a social network (the core) should have a greater ability to …

Divergent discourse between protests and counter-protests:# BlackLivesMatter and# AllLivesMatter

RJ Gallagher, AJ Reagan, CM Danforth, PS Dodds - PloS one, 2018 - journals.plos.org
Since the shooting of Black teenager Michael Brown by White police officer Darren Wilson in
Ferguson, Missouri, the protest hashtag# BlackLivesMatter has amplified critiques of …

Social media and xenophobia: evidence from Russia

We study the causal effect of social media on ethnic hate crimes and xenophobic attitudes in
Russia using quasi-exogenous variation in social media penetration across cities. Higher …

Tampering with Twitter's sample API

J Pfeffer, K Mayer, F Morstatter - EPJ Data Science, 2018 - epjds.epj.org
Social media data is widely analyzed in computational social science. Twitter, one of the
largest social media platforms, is used for research, journalism, business, and government …