Open Access Helper

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:

Machine Learning for Social Science: An Agnostic Approach
Justin Grimmer, Margaret E. Roberts, Brandon Stewart
Annual Review of Political Science (2021) Vol. 24, Iss. 1, pp. 395-419
Open Access | Times Cited: 221

Showing 51-75 of 221 citing articles:

Data, Information, Knowledge, Wisdom, and Explainable Artificial Intelligence
Björn Schembera
Lecture notes in networks and systems (2025), pp. 122-132
Closed Access
Artificial intelligence and the state: Seeing like an artificial neural network
Petter Törnberg, Ola Söderström, Jennifer Barella, et al.
Big Data & Society (2025) Vol. 12, Iss. 2
Open Access
Image Clustering: An Unsupervised Approach to Categorize Visual Data in Social Science Research
Han Zhang, Yilang Peng
Sociological Methods & Research (2022) Vol. 53, Iss. 3, pp. 1534-1587
Closed Access | Times Cited: 16
Computational methods for the analysis of climate change communication: Towards an integrative and reflexive approach
Mike S. Schäfer, Valerie Hase
Wiley Interdisciplinary Reviews Climate Change (2022) Vol. 14, Iss. 2
Open Access | Times Cited: 16
Domesticating Wealth Inequality
Vincent Pouliot, Scott Robert Patterson
Global Studies Quarterly (2024) Vol. 4, Iss. 2
Open Access | Times Cited: 3
Artificial intelligence in applied family research involving families with young children: A scoping review
Joyce Y. Lee, Eunhye Ahn, A.J. Xu, et al.
Family Relations (2024)
Open Access | Times Cited: 3
More aggressive, more retweets? Exploring the effects of aggressive climate change messages on Twitter
Shupei Yuan, Yingying Chen, Sophia Vojta, et al.
New Media & Society (2022) Vol. 26, Iss. 8, pp. 4409-4428
Closed Access | Times Cited: 12
Incorporating Machine Learning into Sociological Model-Building
Mark D. Verhagen
Sociological Methodology (2024) Vol. 54, Iss. 2, pp. 217-268
Open Access | Times Cited: 2
A systematic evaluation of text mining methods for short texts: Mapping individuals’ internal states from online posts
Ana Macanovic, Wojtek Przepiorka
Behavior Research Methods (2024) Vol. 56, Iss. 4, pp. 2782-2803
Open Access | Times Cited: 2
Contextualizing Representations of Violence in #Blacklivesmatter Coverage with Inductive Computational Content Analysis
M. A. L. Smith, Katherine Haenschen
Mass Communication & Society (2024) Vol. 27, Iss. 6, pp. 1609-1635
Open Access | Times Cited: 2
Measuring vaccination coverage and concerns of vaccine holdouts from web search logs
Serina Chang, Adam Fourney, Eric Horvitz
Nature Communications (2024) Vol. 15, Iss. 1
Open Access | Times Cited: 2
Understanding Chinese Internet users' information sensitivity in big data and artificial intelligence era
Xi Chen, Pengxin Zheng, Jian Mou
Policy & Internet (2024) Vol. 17, Iss. 1
Closed Access | Times Cited: 2
Uncovering Xi Jinping's Policy Agenda: Text As Data Approach
Jae-Hwan Lim, Asei Ito, Hongyong Zhang
The Developing Economies (2024)
Open Access | Times Cited: 2
Placing machine learning into the hermeneutic circle: a combined computational-interpretive method for text analysis
Scott Robert Patterson, Vincent Pouliot
Journal of International Relations and Development (2024)
Closed Access | Times Cited: 2
Exploring the other side of innovative managerial decision-making: Emotions
Anna-Мaria Kanzola, Konstantina Papaioannou, Panagiotis E. Petrakis
Journal of Innovation & Knowledge (2024) Vol. 9, Iss. 4, pp. 100588-100588
Open Access | Times Cited: 2
The environment is somewhat alike for different adaptive motivations: Machine learning reveals optimal motivational contexts involve collective support of parents, teachers, and peers
Nigel Mantou Lou, Ying Lin, Liman Man Wai Li
Contemporary Educational Psychology (2024) Vol. 79, pp. 102323-102323
Closed Access | Times Cited: 2
Don’t Read the Comments: Examining Social Media Discourse on Trans Athletes
Zein Murib
Laws (2022) Vol. 11, Iss. 4, pp. 53-53
Open Access | Times Cited: 11
Editorial: Big data and machine learning in sociology
Heinz Leitgöb, Dimitri Prandner, Tobias Wolbring
Frontiers in Sociology (2023) Vol. 8
Open Access | Times Cited: 6
Computational Social Science for Nonprofit Studies: Developing a Toolbox and Knowledge Base for the Field
Ji Ma, Islam Akef Ebeid, A. de Wit, et al.
VOLUNTAS International Journal of Voluntary and Nonprofit Organizations (2021) Vol. 34, Iss. 1, pp. 52-63
Open Access | Times Cited: 13
Machine learning for the analysis of quality of life using the World Happiness Index and Human Development Indicators
Ayoub Jannani, Nawal Sael, Faouzia Benabbou
Mathematical Modeling and Computing (2023) Vol. 10, Iss. 2, pp. 534-546
Open Access | Times Cited: 5
All models are wrong, but which are useful? Comparing parametric and nonparametric estimation of causal effects in finite samples
Kara E. Rudolph, Nicholas Williams, Caleb H. Miles, et al.
Journal of Causal Inference (2023) Vol. 11, Iss. 1
Open Access | Times Cited: 5
The Application of Machine Learning to Online Mindfulness Intervention Data: a Primer and Empirical Example in Compliance Assessment
Damien Lekkas, George Price, Jason R. McFadden, et al.
Mindfulness (2021) Vol. 12, Iss. 10, pp. 2519-2534
Closed Access | Times Cited: 12
Applications of machine learning to behavioral sciences: focus on categorical data
Pegah Dehghan, Hany Alashwal, Ahmed A. Moustafa
Discover Psychology (2022) Vol. 2, Iss. 1
Open Access | Times Cited: 8
Understanding autobiographical memory content using computational text analysis
Ryan C. Yeung, Marek Stastna, Myra A. Fernandes
Memory (2022) Vol. 30, Iss. 10, pp. 1267-1287
Closed Access | Times Cited: 8
Measuring Swing Voters with a Supervised Machine Learning Ensemble
Christopher Hare, Mikayla Kutsuris
Political Analysis (2022) Vol. 31, Iss. 4, pp. 537-553
Open Access | Times Cited: 8

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