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 …

A semiparametric model for jointly analyzing response times and accuracy in computerized testing

C Wang, Z Fan, HH Chang… - Journal of Educational …, 2013 - journals.sagepub.com
The item response times (RTs) collected from computerized testing represent an
underutilized type of information about items and examinees. In addition to knowing the …

A semi‐parametric within‐subject mixture approach to the analyses of responses and response times

D Molenaar, M Bolsinova… - British Journal of …, 2018 - Wiley Online Library
In item response theory, modelling the item response times in addition to the item responses
may improve the detection of possible between‐and within‐subject differences in the …

Application of change point analysis of response time data to detect test speededness

Y Cheng, C Shao - Educational and psychological …, 2022 - journals.sagepub.com
Computer-based and web-based testing have become increasingly popular in recent years.
Their popularity has dramatically expanded the availability of response time data. Compared …

On the speed sensitivity parameter in the lognormal model for response times and implications for high-stakes measurement practice

B Becker, D Debeer, S Weirich… - Applied …, 2021 - journals.sagepub.com
In high-stakes testing, often multiple test forms are used and a common time limit is
enforced. Test fairness requires that ability estimates must not depend on the administration …

Utilizing process data for cognitive diagnosis

H Jiao, D Liao, P Zhan - … of diagnostic classification models: Models and …, 2019 - Springer
Process data, different from item responses, essentially shows the interactions between test-
takers, item presentation including stems and options, technology-enhanced help features …

Semiparametric factor analysis for item-level response time data

Y Liu, W Wang - psychometrika, 2022 - Springer
Item-level response time (RT) data can be conveniently collected from computer-based
test/survey delivery platforms and have been demonstrated to bear a close relation to a …

A High-Stakes Approach to Response Time Effort in Low-Stakes Assessment.

M Ilgun Dibek - International Journal of Educational Methodology, 2021 - ERIC
Response times are one of the important sources that provide information about the
performance of individuals during a test process. The main purpose of this study is to show …

Using response time data to reduce testing time in cognitive tests.

M Bertling, JP Weeks - Psychological Assessment, 2018 - psycnet.apa.org
Achievement estimates are often based on either number correct scores or IRT-based ability
parameters. Van der Linden (2007) and other researchers (eg, Fox, Klein Entink, & van der …

An accumulator model for responses and response times in tests based on the proportional hazards model

J Ranger, JT Kuhn - British Journal of Mathematical and …, 2014 - Wiley Online Library
Latent trait models for responses and response times in tests often lack a substantial
interpretation in terms of a cognitive process model. This is a drawback because process …