Publications

Journal articles, organized by my three research directions and listed in reverse-chronological order within each.

🚨 Real-Time Examinee Monitoring

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    The Application of Machine Learning to Educational Process Data Analysis: A Systematic Review
    Jing Huang, Yan Ping Xin, and Hua-Hua Chang
    Education Sciences, 2025
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🔍 Real-Time Item Supervision

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    Adaptive CUSUM Charts for Real-Time Detection of Item Parameter Drift in CD-CAT
    Jing Huang, and Hua-Hua Chang
    Psychometrika, 2026
    Major revision

♻️ Real-Time Pool Replenishment

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    A Cognitive Design System Approach to Enhancing Cognitive Alignment and Difficulty Control in Gen-AI Item Generation
    Jing Huang, and Hua-Hua Chang
    Applied Measurement in Education, 2026
    Major revision
  2. huang_dualdim_under_review.png
    A Dual-Dimensional LLM Framework for Automated Item Incidental Content Similarity Analysis in Large-Scale Assessments
    Jing Huang, Jihong Zhang, and Hua-Hua Chang
    Applied Measurement in Education, 2026
    Under review
  3. huang2025two.png
    Two-phase Content-balancing CD-CAT Online Item Calibration
    Jing Huang, Yuxiao Zhang, Jason W. Morphew, Jayson M. Nissen, Ben Van Dusen, and Hua-Hua Chang
    Journal of Educational Measurement, 2025
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Other Research

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    How We Know What Students Know: Rethinking College STEM Assessments with CD-CATs
    Hua-Hua Chang, Jing Huang, Yuxiao Zhang, Xiyu Wang, Vy Le, Amirreza Mehrabi, Alex Salazar, Jason W. Morphew, Jayson M. Nissen, and Ben Van Dusen
    Psychometrika, 2026
    Under review
  2. tao_creativity_under_review.png
    What Drives Students’ Everyday Creativity?
    Yang Tao, Jing Huang, and Xiangdong Yang
    Thinking Skills and Creativity, 2026
    Major revision; first two authors contributed equally
  3. Computerized Adaptive Testing in STEM Education: A Systematic Literature Review
    Amirreza Mehrabi, Jason W. Morphew, Jing Huang, and Vy Le
    Journal of Engineering Education, 2026
    Under review
  4. mo2025undergraduate.png
    Undergraduate Students’ Learning Outcomes with ChatGPT: A Meta-Analytic Study
    Fangfang Mo, Jing Huang, Yao Yang, Zehra Özen, Yukiko Maeda, and F. Richard Olenchak
    Computers and Education: Artificial Intelligence, 2025
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  5. zheng20242plm.png
    A 2PLM-RANK multidimensional forced-choice model and its fast estimation algorithm
    Chanjin Zheng, Juan Liu, Yaling Li, Peiyi Xu, Bo Zhang, Ran Wei, Bing Liu, and Jing Huang
    Behavior Research Methods, 2024
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  6. A Conceptual Analyses of Conceptual Understanding
    Xiangdong Yang, Jing Huang, Xiao Chen, and Xiao Su
    Exploring Education Development, 2022
  7. Relationship Between COVID-19 Infection Pneumonia and Traditional Chinese Medicinal Materials
    Qian Li, Jing Huang, and Xin Xu
    Chinese Journal of Medical Library and Information Science, 2021
  8. Research on the Influential Factors of Public Perception and Attitudes to the COVID-19: Based on the Citizen Survey of Shanghai
    Jing Huang, and Xin Xu
    Library Journal, 2020
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  9. Research on Executives’ Risk Perception and Behavior Choice to the COVID-19
    Xin Xu, and Jing Huang
    Library Journal, 2020
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Book Chapters

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    Innovative computerized test items
    Yuxiao Zhang, Jing Huang, and Hua-Hua Chang
    In Encyclopedia of social measurement, 2025
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  2. book_chapter_computerized_adaptive_testing_for_stem_learning.png
    Computerized adaptive testing for STEM learning
    Shiyu Wang, Jing Huang, and Hua-Hua Chang
    In Artificial intelligence for STEM education research: Advanced methods and applications, 2026
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Works in Progress

  1. A Two-Stage Framework Integrating Psychometric Modeling and Process Data for Interpretable DIF Detection
    Jing Huang, and Mengman Cheng