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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:

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: 36

Showing 1-25 of 36 citing articles:

Knowledge Discovery: Methods from data mining and machine learning
Xiaoling Shu, Yiwan Ye
Social Science Research (2022) Vol. 110, pp. 102817-102817
Open Access | Times Cited: 109
Causal Estimands and Multiply Robust Estimation of Mediated-Moderation
Xiao Liu, Mark Eddy, Charles R. Martínez
Multivariate Behavioral Research (2025), pp. 1-27
Closed Access | Times Cited: 1
Framework for detecting, assessing and mitigating mental health issue in the context of online social networks: a viewpoint paper
Polina Roggendorf, А А Волков
International Journal of Health Governance (2025)
Closed Access | Times Cited: 1
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: 5
Guidance and Considerations When Performing Data‐Validity Checks
Joseph R. Cimpian, Jennifer D. Timmer, Taek H. Kim
Child Development (2025)
Closed Access
Machine Learning for Instrumental Variable Regression: From Bias to Resilience
Jing Peng
(2025)
Closed Access
Causal effect estimation framework for early human decision-making under nuclear emergencies: Integrating virtual reality and machine learning
Younghee Park, Jeongsik Kim, Byoung-Jik Kim, et al.
Expert Systems with Applications (2025) Vol. 271, pp. 126703-126703
Closed Access
Examining the Short-Term Causal Impact of Evacuation Orders on Traffic Speed: Evidence from Hurricane Ian
Shengpeng Jiang, Xiaojian Zhang, Yuan Liang, et al.
(2025)
Closed Access
Unbiased Interest Modeling in Sequential Basket Analysis: Addressing Repetition Bias with Multi-Factor Estimation
Zhiying Deng, Jianjun Li, Wei Liu, et al.
ACM Transactions on Recommender Systems (2025)
Closed Access
Unveiling the influence of agricultural mechanization on greenhouse gas emission intensity: Insights from China using causal machine learning model
Lulu Wang, Jie Lyu, Shanshan Wang, et al.
Agricultural Systems (2025) Vol. 226, pp. 104307-104307
Closed Access
A causal prediction method for soil organic carbon storage change estimation, with Shaanxi Province as a case study
Yanqing Liu, Chuanliang Jiang, Aiping Feng, et al.
Computers and Electronics in Agriculture (2025) Vol. 234, pp. 110271-110271
Closed Access
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
Precision Digital Health
Aaron Baird, Yusen Xia
Business & Information Systems Engineering (2024) Vol. 66, Iss. 3, pp. 261-271
Closed Access | Times Cited: 2
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
An encoding generative modeling approach to dimension reduction and covariate adjustment in causal inference with observational studies
Qiao Liu, Z. Chen, Wing Hung Wong
Proceedings of the National Academy of Sciences (2024) Vol. 121, Iss. 23
Open Access | Times Cited: 1
Explaining Social Disparities by Emulating Interventions at Different Life Course Stages
Fabian Kratz
(2024)
Open Access | Times Cited: 1
What really matters for global intergenerational mobility?
Khanh Duong
PLoS ONE (2024) Vol. 19, Iss. 6, pp. e0302173-e0302173
Open Access | Times Cited: 1
Pursuing the impossible (?) dream: Incorporating attitudes into practice-ready travel demand forecasting models
Patricia L. Mokhtarian
Transportation Research Part A Policy and Practice (2024) Vol. 190, pp. 104254-104254
Open Access | Times Cited: 1
Analysing the role of traffic volume as mediator in transport policy evaluation with causal mediation analysis and targeted learning
Yingheng Zhang, Haojie Li, Gang Ren
Transportation Research Part A Policy and Practice (2024) Vol. 192, pp. 104369-104369
Closed Access | Times Cited: 1
Machine Learning for Causal Inference: Is a Nonlinear First Stage Really Forbidden in 2SLS?
Jing Peng
SSRN Electronic Journal (2024)
Closed Access
Impact Analysis of Natural Herb on Streptozotocin-Induced Diabetic Rats using Machine Learning Method
Paramita Ray, Susmita Susmita
Research Square (Research Square) (2024)
Open Access
Artificial Intelligence Policymaking: An Agenda for Sociological Research
Tina Law, Leslie McCall
Socius Sociological Research for a Dynamic World (2024) Vol. 10
Open Access
Can “ Zero waste city” policy promote green technology? Evidence from econometrics and machine learning
Shenghao Bi, Jianxiao Du, Zhenjun Yan, et al.
Journal of Environmental Management (2024) Vol. 370, pp. 122895-122895
Closed Access
Causal Economic Machine Learning (CEML): “Human AI”
Andrew Horton
AI (2024) Vol. 5, Iss. 4, pp. 1893-1917
Open Access
A causal decomposition approach for mediated moderation
Xiao Liu
(2024)
Open Access
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