OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

Introduction—Topic models: What they are and why they matter
John W. Mohr, Petko Bogdanov
Poetics (2013) Vol. 41, Iss. 6, pp. 545-569
Closed Access | Times Cited: 420

Showing 1-25 of 420 citing articles:

The Geometry of Culture: Analyzing the Meanings of Class through Word Embeddings
Austin C Kozlowski, Matt Taddy, James A. Evans
American Sociological Review (2019) Vol. 84, Iss. 5, pp. 905-949
Open Access | Times Cited: 489

Computational Grounded Theory: A Methodological Framework
Laura K. Nelson
Sociological Methods & Research (2017) Vol. 49, Iss. 1, pp. 3-42
Closed Access | Times Cited: 481

Topic Modeling in Management Research: Rendering New Theory from Textual Data
Timothy R. Hannigan, Richard Franciscus Johannes Haans, Keyvan Vakili, et al.
Academy of Management Annals (2019) Vol. 13, Iss. 2, pp. 586-632
Open Access | Times Cited: 435

Machine Translation: Mining Text for Social Theory
James A. Evans, Pedro Aceves
Annual Review of Sociology (2016) Vol. 42, Iss. 1, pp. 21-50
Closed Access | Times Cited: 300

Pierre Bourdieu: theorizing the digital
Gabe Ignatow, Laura Robinson
Information Communication & Society (2017) Vol. 20, Iss. 7, pp. 950-966
Open Access | Times Cited: 255

Machine Learning for Sociology
Mario Molina, Filiz Garip
Annual Review of Sociology (2019) Vol. 45, Iss. 1, pp. 27-45
Open Access | Times Cited: 214

Populist knowledge: ‘Post-truth’ repertoires of contesting epistemic authorities
Tuukka Ylä-Anttila
European Journal of Cultural and Political Sociology (2018) Vol. 5, Iss. 4, pp. 356-388
Open Access | Times Cited: 200

Comparing grounded theory and topic modeling: Extreme divergence or unlikely convergence?
Eric P. S. Baumer, David Mimno, Shion Guha, et al.
Journal of the Association for Information Science and Technology (2017) Vol. 68, Iss. 6, pp. 1397-1410
Closed Access | Times Cited: 187

Seeing Like the Fed: Culture, Cognition, and Framing in the Failure to Anticipate the Financial Crisis of 2008
Neil Fligstein, Jonah Stuart Brundage, Michael Schultz
American Sociological Review (2017) Vol. 82, Iss. 5, pp. 879-909
Closed Access | Times Cited: 174

The Heart of Institutions: Emotional Competence and Institutional Actorhood
Maxim Voronov, Klaus Weber
Academy of Management Review (2015) Vol. 41, Iss. 3, pp. 456-478
Closed Access | Times Cited: 144

Topic models meet discourse analysis: a quantitative tool for a qualitative approach
Thomas Jacobs, Robin Tschötschel
International Journal of Social Research Methodology (2019) Vol. 22, Iss. 5, pp. 469-485
Open Access | Times Cited: 137

Topic Modeling and Text Analysis for Qualitative Policy Research
Karoliina Isoaho, Daria Gritsenko, Eetu Mäkelä
Policy Studies Journal (2019) Vol. 49, Iss. 1, pp. 300-324
Closed Access | Times Cited: 134

Mapping the scattered field of research on higher education. A correlated topic model of 17,000 articles, 1991–2018
Stijn Daenekindt, Jeroen Huisman
Higher Education (2020) Vol. 80, Iss. 3, pp. 571-587
Open Access | Times Cited: 134

Duality in Diversity: How Intrapersonal and Interpersonal Cultural Heterogeneity Relate to Firm Performance
Matthew Corritore, Amir Goldberg, Sameer B. Srivastava
Administrative Science Quarterly (2019) Vol. 65, Iss. 2, pp. 359-394
Open Access | Times Cited: 132

Coding, counting and cultural cartography
Monica Lee, John Levi Martin
American Journal of Cultural Sociology (2014) Vol. 3, Iss. 1, pp. 1-33
Closed Access | Times Cited: 117

Marks of Distinction
Simona Giorgi, Klaus Weber
Administrative Science Quarterly (2015) Vol. 60, Iss. 2, pp. 333-367
Closed Access | Times Cited: 115

Research topics and trends in the maritime transport: A structural topic model
Xiwen Bai, Xiunian Zhang, Kevin X. Li, et al.
Transport Policy (2020) Vol. 102, pp. 11-24
Closed Access | Times Cited: 105

Islamophobia and Media Portrayals of Muslim Women: A Computational Text Analysis of US News Coverage
Rochelle Terman
International Studies Quarterly (2017) Vol. 61, Iss. 3, pp. 489-502
Closed Access | Times Cited: 103

Co‐word maps and topic modeling: A comparison using small and medium‐sized corpora (N < 1,000)
Loet Leydesdorff, Adina Nerghes
Journal of the Association for Information Science and Technology (2016) Vol. 68, Iss. 4, pp. 1024-1035
Open Access | Times Cited: 98

Combining CDA and topic modeling: Analyzing discursive connections between Islamophobia and anti-feminism on an online forum
Anton Törnberg, Petter Törnberg
Discourse & Society (2016) Vol. 27, Iss. 4, pp. 401-422
Closed Access | Times Cited: 98

Natural experiments in leadership research: An introduction, review, and guidelines
Jost Sieweke, Simone Santoni
The Leadership Quarterly (2019) Vol. 31, Iss. 1, pp. 101338-101338
Open Access | Times Cited: 94

Labor of Love: Amateurs and Lay-expertise Legitimation in the Early U.S. Radio Field
Grégoire Croidieu, Phillip H. Kim
Administrative Science Quarterly (2017) Vol. 63, Iss. 1, pp. 1-42
Open Access | Times Cited: 92

“Reporting on climate change: A computational analysis of U.S. newspapers and sources of bias, 1997–2017”
Jeremiah Bohr
Global Environmental Change (2020) Vol. 61, pp. 102038-102038
Closed Access | Times Cited: 87

Structural Topic Modeling For Social Scientists: A Brief Case Study with Social Movement Studies Literature, 2005–2017
Nathan C. Lindstedt
Social Currents (2019) Vol. 6, Iss. 4, pp. 307-318
Closed Access | Times Cited: 77

Abductive Logic of Inquiry for Quantitative Research in the Digital Age
Philipp Brandt, Stefan Timmermans
Sociological Science (2021) Vol. 8, pp. 191-210
Open Access | Times Cited: 61

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