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 …

Three gaps in computational text analysis methods for social sciences: A research agenda

C Baden, C Pipal, M Schoonvelde… - Communication …, 2022 - Taylor & Francis
We identify three gaps that limit the utility and obstruct the progress of computational text
analysis methods (CTAM) for social science research. First, we contend that CTAM …

A topic modeling comparison between lda, nmf, top2vec, and bertopic to demystify twitter posts

R Egger, J Yu - Frontiers in sociology, 2022 - frontiersin.org
The richness of social media data has opened a new avenue for social science research to
gain insights into human behaviors and experiences. In particular, emerging data-driven …

We are all theorists of technology now: A relational perspective on emerging technology and organizing

DE Bailey, S Faraj, PJ Hinds… - Organization …, 2022 - pubsonline.informs.org
Technologies are changing at a rapid pace and in unpredictable ways. The scale of their
impact is also far-reaching. Technologies such as artificial intelligence, data analytics …

The pushshift reddit dataset

J Baumgartner, S Zannettou, B Keegan… - Proceedings of the …, 2020 - aaai.org
Social media data has become crucial to the advancement of scientific understanding.
However, even though it has become ubiquitous, just collecting large-scale social media …

Big data surveillance: The case of policing

S Brayne - American sociological review, 2017 - journals.sagepub.com
This article examines the intersection of two structural developments: the growth of
surveillance and the rise of “big data.” Drawing on observations and interviews conducted …

Meaningful measures of human society in the twenty-first century

D Lazer, E Hargittai, D Freelon, S Gonzalez-Bailon… - Nature, 2021 - nature.com
Science rarely proceeds beyond what scientists can observe and measure, and sometimes
what can be observed proceeds far ahead of scientific understanding. The twenty-first …

A Delphi study to build consensus on the definition and use of big data in obesity research

C Vogel, S Zwolinsky, C Griffiths, M Hobbs… - International journal of …, 2019 - nature.com
Background 'Big data'has great potential to help address the global health challenge of
obesity. However, lack of clarity with regard to the definition of big data and frameworks for …

Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

What's new with numbers? Sociological approaches to the study of quantification

A Mennicken, WN Espeland - Annual review of sociology, 2019 - annualreviews.org
Calculation and quantification have been critical features of modern societies, closely linked
to science, markets, and administration. In the past thirty years, the pace, purpose, and …