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Advancing classification methods in computerized testing

A novel mixture hierarchical cognitive diagnosis model incorporating response times for assessing rapid guessing behavior

Bibliographic Data

ID21626440
AuthorsLidan Liang (Northeast Normal University), Jiwei Zhang (0000-0003-3273-5581, Northeast Normal University, corresponding author), Jing Lü (0000-0001-5766-2775, Northeast Normal University, corresponding author)
Year2025
Volume44
Issue6
Pages4933-4950
Publication date2025-03-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueCurrent Psychology (JOURNAL)
Journal identifiersISSN: 1046-1310 • E-ISSN: 1936-4733
PublisherSpringer Science and Business Media LLC (PUBLISHER)
DOI10.1007/s12144-025-07503-w
OpenAlexW4407676215
LanguageEN
Citations received1
References cited38

Cognition · Cognitive psychology · Machine learning · Multilevel model · Bayesian Modeling and Causal Inference · Computer Science · Neuroscience · Psychology · Psychometric Methodologies and Testing · Software Reliability and Analysis Research · Artificial Intelligence

  • Misclassification Produced by Rapid-Guessing Identification Methods and Their Suitability Under Various Conditions

    Open Access•Santeri Holopainen, Jari Metsämuuronen et al.•Educational and Psychological…•2026

  • General Methods for Monitoring Convergence of Iterative Simulations

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    Open Access•Jimmy de la Torre•Psychometrika•2011

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    Open Access•Wim J van der Linden•Psychometrika•2007

  • Rule Space

    Open Access•Kikumi K Tatsuoka•Journal of Educational Measurement•1983

  • Higher-Order Latent Trait Models for Cognitive Diagnosis

    Open Access•Jimmy de la Torre, Jeffrey A Douglas•Psychometrika•2004

  • Bayesian Measures of Model Complexity and Fit

    Open Access•David Spiegelhalter, David J Spiegelhalter et al.•Journal of the Royal Statistical…•2002

  • The role of rapid guessing and test‐taking persistence in modelling test‐taking engagement

    Open Access•G Nagy, Esther Ulitzsch et al.•Journal of Computer Assisted…•2023

  • A Higher-Order Cognitive Diagnosis Model with Ordinal Attributes for Dichotomous Response Data

    Wenchao Ma•Multivariate Behavioral Research•2022

  • A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses

    Jing Lü, Chun Wang et al.•Multivariate Behavioral Research•2023

Unique citing works1
Citations per year1
Citation span2026 - 2026 (1)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 1

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