Using JAGS for Bayesian cognitive diagnosis modeling: A tutorial

P Zhan, H Jiao, K Man, L Wang - Journal of Educational …, 2019 - journals.sagepub.com
In this article, we systematically introduce the just another Gibbs sampler (JAGS) software
program to fit common Bayesian cognitive diagnosis models (CDMs) including the …

A longitudinal higher-order diagnostic classification model

P Zhan, H Jiao, D Liao, F Li - Journal of Educational and …, 2019 - journals.sagepub.com
Providing diagnostic feedback about growth is crucial to formative decisions such as
targeted remedial instructions or interventions. This article proposed a longitudinal higher …

Joint testlet cognitive diagnosis modeling for paired local item dependence in response times and response accuracy

P Zhan, M Liao, Y Bian - Frontiers in Psychology, 2018 - frontiersin.org
In joint models for item response times (RTs) and response accuracy (RA), local item
dependence is composed of local RA dependence and local RT dependence. The two …

Inference of Correlations Among Testlet Effects: A Latent Variable Selection Method

X Xu, J Guo, T Xin - Applied Psychological Measurement, 2024 - journals.sagepub.com
In psychological and educational measurement, a testlet-based test is a common and
popular format, especially in some large-scale assessments. In modeling testlet effects, a …

Accommodating and Extending Various Models for Special Effects Within the Generalized Partially Confirmatory Factor Analysis Framework

Y Zhang, J Chen - Applied Psychological Measurement, 2024 - journals.sagepub.com
Special measurement effects including the method and testlet effects are common issues in
educational and psychological measurement. They are typically covered by various bifactor …

基于多维题组反应模型的项目功能差异检验探究

魏丹, 张丹慧, 刘红云 - 心理科学, 2020 - psysci.org
本文将多维题组反应模型(MTRM) 应用到多维题组测验的项目功能差异(DIF) 检验中,
通过模拟研究和应用研究探究MTRM 在DIF 检验中的准确性, 有效性和影响因素 …

多维题组效应认知诊断模型

詹沛达, 李晓敏, 王文中, 边玉芳, 王立君 - 心理学报, 2015 - journal.psych.ac.cn
当前认知诊断领域还缺少对包含题组的测验进行诊断分析的研究, 即已开发的认知诊断模型无法
合理有效地处理含有题组效应的测验数据, 且已开发的题组反应模型也不具有对被试知识结构或 …

表述效应对平衡量表内部一致性信度的影响

韦嘉, 郭磊, 张进辅 - 西南大学学报(自然科学版), 2017 - xbgjxt.swu.edu.cn
通过蒙特卡洛模拟研究考察平衡量表中源自条目不同计分方向的表述效应及量表内因素对测量
结果内部一致性信度系数α 系数和组合信度(CR) 系数的影响. 方差分析结果验证了研究假设 …

The Bayesian multilevel trifactor item response theory model

KA Fujimoto - Educational and Psychological Measurement, 2019 - journals.sagepub.com
Advancements in item response theory (IRT) have led to models for dual dependence,
which control for cluster and method effects during a psychometric analysis. Currently …

[PDF][PDF] A longitudinal diagnostic classification model

P Zhan, H Jiao, D Liao - arXiv preprint arXiv:1709.03431, 2017 - researchgate.net
Providing diagnostic feedback about growth is often needed for formative decisions such as
targeted remedial instructions or interventions. This paper proposed a longitudinal …