Topic modeling and text analysis for qualitative policy research

K Isoaho, D Gritsenko, E Mäkelä - Policy Studies Journal, 2021 - Wiley Online Library
This paper contributes to a critical methodological discussion that has direct ramifications for
policy studies: how computational methods can be concretely incorporated into existing …

Politics as usual? Measuring populism, nationalism, and authoritarianism in US presidential campaigns (1952–2020) with neural language models

B Bonikowski, Y Luo, O Stuhler - Sociological Methods & …, 2022 - journals.sagepub.com
Radical-right campaigns commonly employ three discursive elements: anti-elite populism,
exclusionary and declinist nationalism, and authoritarianism. Recent scholarship has …

Structural topic modeling for social scientists: A brief case study with social movement studies literature, 2005–2017

NC Lindstedt - Social Currents, 2019 - journals.sagepub.com
Sociologists frequently make use of language as data in their research using methodologies
including open-ended surveys, in-depth interviews, and content analyses. Unfortunately, the …

Key topics in environmental sociology, 1990–2014: Results from a computational text analysis

J Bohr, RE Dunlap - Environmental Sociology, 2018 - Taylor & Francis
Environmental sociology is a growing field producing a diverse body of literature while also
moving into the mainstream of the larger discipline. The twin goals of this paper are to …

Humanistic interpretation and machine learning

J Pääkkönen, P Ylikoski - Synthese, 2021 - Springer
This paper investigates how unsupervised machine learning methods might make
hermeneutic interpretive text analysis more objective in the social sciences. Through a close …

Repositioning Budapest's tourism milieu for a post-Covid-19 period: Visual content analysis

G Michalkó, D Bal, É Erdélyi - European Journal of …, 2022 - unipub.lib.uni-corvinus.hu
In order to propose a repositioning toolkit, this research addresses the essence of the
daytime tourism milieu of the Hungarian capital Budapest's nightly party zone and …

The cultural context of social movements

JM Jasper, F Polletta - The Wiley Blackwell companion to …, 2018 - Wiley Online Library
Culture, in the sense of meanings and their embodiments, is crucial to the emergence of
protest. First, culture is a kind of shared common sense about how institutions do and should …

Shifting frames: Collective action framing from a dialogic and relational perspective

N Lindstedt - Sociology Compass, 2018 - Wiley Online Library
This article discusses (a) sustained critiques of framing theory and of collective action
frames,(b) the development and implications of a dialogic and relational alternative, and (c) …

Managing the boundaries of taste: culture, valuation, and computational social science

R Light, C Odden - Social Forces, 2017 - academic.oup.com
The proliferation of cultural objects, such as music, books, film, and websites, has created a
new problem: How do consumers determine the value of cultural objects in an age of …

An “eye for an eye” versus “turning the other cheek”? The status consequences of revenge and forgiveness in intergroup conflict

S Benard, L Doan, DA Nicholson, E Meanwell… - Social …, 2024 - academic.oup.com
Conflict between groups plays a powerful role in sha** social interaction within groups.
Within groups, social status—respect, prestige, and deference—organizes, motivates, and …