Publications

2026

  1. huang_adaptive_under_review.png
    Adaptive CUSUM Charts for Real-Time Detection of Item Parameter Drift in CD-CAT
    Jing Huang, and Hua-Hua Chang
    Psychometrika, 2026
    Major revision
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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
  3. huang_cognitive_under_review.png
    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
    Under review
  4. 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
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    What Drives Students’ Everyday Creativity?
    Yang Tao, Jing Huang, and Xiangdong Yang
    Thinking Skills and Creativity, 2026
    Under review; first two authors contributed equally
  6. 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
  7. 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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  8. Adaptive CUSUM Charts for Real-Time Detection of Item Parameter Drift in CD-CAT
    Jing Huang, and Hua-Hua Chang
    In Annual Meeting of the National Council on Measurement in Education (NCME), Apr 2026
  9. A Mixture CDM for Mathematical Problem-Solving Strategies
    Teng Wang, Xiangdong Yang, and Jing Huang
    In Annual Meeting of the National Council on Measurement in Education (NCME), Apr 2026
  10. Optimizing Cognitive Diagnosis CAT: Addressing Practical Challenges through Psychometric Innovation
    Jing Huang, Yuxiao Zhang, Xiyu Wang, and Hua-Hua Chang
    In Annual Meeting of the American Educational Research Association (AERA), Apr 2026
  11. LLM-Enhanced Automated Item Content Analysis Supporting CAT Applications
    Jing Huang, Jihong Zhang, and Hua-Hua Chang
    In Annual Meeting of the American Educational Research Association (AERA), Apr 2026

2025

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    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, Apr 2025
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  2. 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, Apr 2025
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  3. huang2025application.png
    The Application of Machine Learning to Educational Process Data Analysis: A Systematic Review
    Jing Huang, Yan Ping Xin, and Hua-Hua Chang
    Education Sciences, Apr 2025
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  4. Innovative computerized test items
    Yuxiao Zhang, Jing Huang, and Hua-Hua Chang
    In Encyclopedia of social measurement, Apr 2025
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  5. Generative AI-Enhanced Cognitive Design System Approach to Automatic Item Generation
    Jing Huang, and Hua-Hua Chang
    In Purdue AI in P-12 Education Conference, Nov 2025
  6. Bridging Psychometrics and Generative AI: Automatic Item Generation for Verbal Analogical Reasoning
    Jing Huang, and Hua-Hua Chang
    In The International Meeting of the Psychometric Society: The 90th Annual Meeting, Jul 2025
  7. CD-CAT Online Item Calibration with Practical Constraints
    Jing Huang, Yuxiao Zhang, Jason W. Morphew, Jayson M. Nissen, Ben Van Dusen, and Hua-Hua Chang
    In Annual Meeting of the National Council on Measurement in Education (NCME), Apr 2025

2024

  1. 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, Apr 2024
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  2. Two-phase Content-balancing CD-CAT Online Item Calibration
    Jing Huang, Yuxiao Zhang, and Hua-Hua Chang
    In Ideas In Testing Research, Nov 2024
  3. Machine Learning to Educational Process Data Analysis: A Systematic Review
    Jing Huang, Yan Ping Xin, and Hua-Hua Chang
    In Purdue AI in P-12 Education Conference, Nov 2024
  4. Taking a "Whole" Perspective: Exploring the Influence of Individual and Environmental Factors on Creative Performance
    Jing Huang, Tao Yang, and Xiangdong Yang
    In Annual meeting of the American Educational Research Association (AERA), Apr 2024
    Round table presentation

2022

  1. A Conceptual Analyses of Conceptual Understanding
    Xiangdong Yang, Jing Huang, Xiao Chen, and Xiao Su
    Exploring Education Development, Apr 2022
  2. Model-based Approaches to Classifying Students into Competence-based Proficiency Levels
    Jing Huang, and Xiangdong Yang
    In Annual meeting of the American Educational Research Association (AERA), Apr 2022
    Poster presentation

2021

  1. 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, Apr 2021

2020

  1. 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, Apr 2020
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  2. Research on Executives’ Risk Perception and Behavior Choice to the COVID-19
    Xin Xu, and Jing Huang
    Library Journal, Apr 2020
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