[HTML][HTML] Text mining for social science–The state and the future of computational text analysis in sociology

A Macanovic - Social Science Research, 2022 - Elsevier
The emergence of big data and computational tools has introduced new possibilities for
using large-scale textual sources in sociological research. Recent work in sociology of …

Cleavage identities in voters' own words: Harnessing open‐ended survey responses

D Zollinger - American Journal of Political Science, 2024 - Wiley Online Library
Fundamental transformations of underlying cleavage structures in advanced democracies
should become evident in new collective identities. This article uses quantitative text …

The news framing of artificial intelligence: a critical exploration of how media discourses make sense of automation

D Nguyen, E Hekman - AI & society, 2024 - Springer
Analysing how news media portray AI reveals what interpretative frameworks around the
technology circulate in public discourses. This allows for critical reflections on the making of …

Capturing a news frame–comparing machine-learning approaches to frame analysis with different degrees of supervision

O Eisele, T Heidenreich, O Litvyak… - Communication …, 2023 - Taylor & Francis
The empirical identification of frames drawing on automated text analysis has been
discussed intensely with regard to the validity of measurements. Adding to an evolving …

Comparative European legislative research in the age of large-scale computational text analysis: A review article

M Sebők, SO Proksch, C Rauh… - International …, 2025 - journals.sagepub.com
Advances in data accessibility and analytical methods opened new frontiers for comparative
studies of European legislative activities. However, these advances still need to be fully …

Strategic communication in dictatorships: Performance, patriotism, and intimidation

A Baturo, J Tolstrup - The Journal of Politics, 2024 - journals.uchicago.edu
Research shows that dictators' public rhetoric shapes both elite and mass opinion and
behavior. However, the determinants of dictators' strategic communication remain …

Leaders in the United Nations General Assembly: Revitalization or politicization?

A Baturo, J Gray - The Review of International Organizations, 2024 - Springer
How do leaders address the world in service of international cooperation, and do their
messages enhance or detract from the global agenda? Leaders increasingly appear at the …

Discourse wars and 'mask diplomacy': China's global image management in times of crisis

S Müller, S Brazys, A Dukalskis - Political Research Exchange, 2024 - Taylor & Francis
To achieve foreign policy goals and boost prestige, states try to influence how foreign
publics perceive them. Particularly during crises, the imperative to mitigate a negative image …

Automated measures of sentiment via transformer-and lexicon-based sentiment analysis (TLSA)

X Zhao, CW Wong - Journal of Computational Social Science, 2024 - Springer
The last decade witnessed the proliferation of automated content analysis in communication
research. However, existing computational tools have been taken up unevenly, with …

[HTML][HTML] The moral foundations of responsible business: Using computational text analysis to explore the salience of morality in CSR communication

O Eisele, BC Brugman, S Marschlich - Public Relations Review, 2024 - Elsevier
Morality is an integral part of Corporate Social Responsibility (CSR). However, the academic
debate so far has mostly stated the importance of morality from a purely theoretical …