An overview of models for response times and processes in cognitive tests

P De Boeck, M Jeon - Frontiers in psychology, 2019 - frontiersin.org
Response times (RTs) are a natural kind of data to investigate cognitive processes
underlying cognitive test performance. We give an overview of modeling approaches and of …

Using response times for joint modeling of response and omission behavior

E Ulitzsch, M von Davier, S Pohl - Multivariate Behavioral …, 2020 - Taylor & Francis
For adequate modeling of missing responses, a thorough understanding of the nonresponse
mechanisms is vital. As a large number of major testing programs are in the process or …

A latent space diffusion item response theory model to explore conditional dependence between responses and response times

I Kang, M Jeon, I Partchev - Psychometrika, 2023 - Springer
Traditional measurement models assume that all item responses correlate with each other
only through their underlying latent variables. This conditional independence assumption …

A Multidimensional Partially Compensatory Response Time Model on Basis of the Log-Normal Distribution

J Ranger, C König, BW Domingue… - … of Educational and …, 2024 - journals.sagepub.com
In the existing multidimensional extensions of the log-normal response time (LNRT) model,
the log response times are decomposed into a linear combination of several latent traits …

Cognitive diagnosis modelling based on response times

Z Tianpeng, Z Wenjie, G Lei - Journal of Psychological Science, 2023 - psysci.org
The development of computer-based assessments can collect process data for different test
evaluation purposes. In current psychological measurement modeling, response time is the …

计算机化多维测验中作答时间和作答精度数据的联合分析

詹沛达 - 心理科学, 2019 - psysci.org
随着心理与教育测量研究的发展和科技的进步, 计算机化(大规模) 测验逐渐受到人们的关注.
为探究在计算机化多维测验中如何利用作答时间数据来辅助评估多维潜在能力 …

基于题目作答时间信息的认知诊断模型

郑天鹏, 周文杰, 郭磊 - 心理科学, 2023 - psysci.org
在认知诊断评估中利用过程性数据, 如作答时间信息, 能进一步提升诊断精度.
通过建立被试正确作答概率与个体速度参数之间的回归模型, 开发了更简洁的新模型: RRT …

Investigation of Preknowledge Cheating via Joint Hierarchical Modeling Patterns of Response Accuracy and Response Time

E Balta, CD Dogan - SAGE Open, 2024 - journals.sagepub.com
As computer-based testing becomes more prevalent, the attention paid to response time
(RT) in assessment practice and psychometric research correspondingly increases. This …

The multidimensional log-normal response time model: An exploration of the multidimensionality of latent processing speed

P Zhan, H Jiao, K Man - Acta Psychologica Sinica, 2020 - journal.psych.ac.cn
With the popularity of computer-based testings, the collection of item response times (RTs)
and other process data has become a routine in large-and small-scale psychological and …

多维对数正态作答时间模型: 对潜在加工速度多维性的探究

詹沛达 - 心理学报, 2020 - journal.psych.ac.cn
在心理与教育测量中, 潜在加工速度反映学生运用潜在能力解决问题的效率.
为在多维测验中探究潜在加工速度的多维性并实现参数估计, 本研究提出多维对数正态作答时间 …