Open Access Helper

OpenAlex Citation Counts

OpenAlex Citations Logo

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: 212

Showing 1-25 of 212 citing articles:

Out of One, Many: Using Language Models to Simulate Human Samples
Lisa P. Argyle, Ethan C. Busby, Nancy Fulda, et al.
Political Analysis (2023) Vol. 31, Iss. 3, pp. 337-351
Open Access | Times Cited: 233
Quantum machine learning for chemistry and physics
Manas Sajjan, Junxu Li, Raja Selvarajan, et al.
Chemical Society Reviews (2022) Vol. 51, Iss. 15, pp. 6475-6573
Open Access | Times Cited: 90
Recent trends in mathematical expressions recognition: An LDA-based analysis
Sakshi Sakshi, Vinay Kukreja
Expert Systems with Applications (2022) Vol. 213, pp. 119028-119028
Closed Access | Times Cited: 71
Artificial Intelligence and Democracy: A Conceptual Framework
Andreas Jungherr
Social Media + Society (2023) Vol. 9, Iss. 3
Open Access | Times Cited: 53
Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations
Nick McGreivy, Ammar Hakim
Nature Machine Intelligence (2024) Vol. 6, Iss. 10, pp. 1256-1269
Closed Access | Times Cited: 17
How to train your stochastic parrot: large language models for political texts
Joseph T. Ornstein, Elise Blasingame, Jake S. Truscott
Political Science Research and Methods (2025), pp. 1-18
Open Access | Times Cited: 2
The Limitations of Post-Hoc Causal Interpretations: A Case for Shapley Methods in Social Sciences
Masahiro Asami
(2025)
Closed Access | Times Cited: 1
Text mining for social science – The state and the future of computational text analysis in sociology
Ana Macanovic
Social Science Research (2022) Vol. 108, pp. 102784-102784
Open Access | Times Cited: 55
Clinical and Laboratory Approach to Diagnose COVID-19 Using Machine Learning
Krishnaraj Chadaga, Chinmay Chakraborty, Srikanth Prabhu, et al.
Interdisciplinary Sciences Computational Life Sciences (2022) Vol. 14, Iss. 2, pp. 452-470
Open Access | Times Cited: 49
Recent Developments in Causal Inference and Machine Learning
Jennie E. Brand, Xiang Zhou, Yu Xie
Annual Review of Sociology (2023) Vol. 49, Iss. 1, pp. 81-110
Open Access | Times Cited: 37
Ηow to Use Artificial Intelligence (AI) as a Resource, Methodological and Analysis Tool in Qualitative Research?
Prokopis Christou
The Qualitative Report (2023)
Open Access | Times Cited: 37
What We Can Do and Cannot Do with Topic Modeling: A Systematic Review
Yingying Chen, Zhao Peng, Sei‐Hill Kim, et al.
Communication Methods and Measures (2023) Vol. 17, Iss. 2, pp. 111-130
Closed Access | Times Cited: 25
REFORMS: Consensus-based Recommendations for Machine-learning-based Science
Sayash Kapoor, Emily M. Cantrell, Kenny Peng, et al.
Science Advances (2024) Vol. 10, Iss. 18
Open Access | Times Cited: 12
Machine learning in international business
Bas Bosma, A. van Witteloostuijn
Journal of International Business Studies (2024) Vol. 55, Iss. 6, pp. 676-702
Closed Access | Times Cited: 10
Topics, Concepts, and Measurement: A Crowdsourced Procedure for Validating Topics as Measures
Luwei Ying, Jacob Montgomery, Brandon Stewart
Political Analysis (2021) Vol. 30, Iss. 4, pp. 570-589
Closed Access | Times Cited: 41
A preliminary study for developing perceived ESG scale to measure public perception toward organizations’ ESG performance
Hyun Jung Oh, Byoungkwan Lee, Hye Hyun, et al.
Public Relations Review (2023) Vol. 50, Iss. 1, pp. 102398-102398
Closed Access | Times Cited: 18
Supervised machine learning for exploratory analysis in family research
Xiaoran Sun
Journal of Marriage and Family (2024) Vol. 86, Iss. 5, pp. 1468-1494
Open Access | Times Cited: 7
The environmental and economic effects of international cooperation on restricting fossil fuel supply
Harro van Asselt, Panagiotis Fragkos, Lauri Peterson, et al.
International Environmental Agreements Politics Law and Economics (2024) Vol. 24, Iss. 1, pp. 141-166
Open Access | Times Cited: 6
The Heterogeneous Impact of Rural Residents' Income Growth on Consumption Carbon Emissions: Based on the QUAIDS and EASI Models
Rendong Wang, Lei Li, Chengjun Wang
Economic Analysis and Policy (2025)
Closed Access
Testing Causal Theories with Learned Proxies
Dean Knox, Christopher Lucas, Wendy K. Tam Cho
Annual Review of Political Science (2022) Vol. 25, Iss. 1, pp. 419-441
Open Access | Times Cited: 25
Opportunities and challenges in applying machine learning to voltammetric mechanistic studies
Alan M. Bond, Jie Zhang, Luke Gundry, et al.
Current Opinion in Electrochemistry (2022) Vol. 34, pp. 101009-101009
Closed Access | Times Cited: 24
Jobs for a just transition: Evidence on coal job preferences from India
Brian Blankenship, Michaël Aklin, Johannes Urpelainen, et al.
Energy Policy (2022) Vol. 165, pp. 112910-112910
Closed Access | Times Cited: 24
Eye gaze and visual attention as a window into leadership and followership: A review of empirical insights and future directions
Joey T. Cheng, Fabiola H. Gerpott, Alex J. Benson, et al.
The Leadership Quarterly (2022) Vol. 34, Iss. 6, pp. 101654-101654
Open Access | Times Cited: 23
Researcher reasoning meets computational capacity: Machine learning for social science
Ian Lundberg, Jennie E. Brand, Nanum Jeon
Social Science Research (2022) Vol. 108, pp. 102807-102807
Open Access | Times Cited: 23
A Pragmatist’s Guide to Using Prediction in the Social Sciences
Mark D. Verhagen
Socius Sociological Research for a Dynamic World (2022) Vol. 8
Open Access | Times Cited: 22
Page 1 - Next Page

Scroll to top