Use of response time for measuring cognitive ability

PC Kyllonen, J Zu - Journal of Intelligence, 2016 - mdpi.com
The purpose of this paper is to review some of the key literature on response time as it has
played a role in cognitive ability measurement, providing a historical perspective as well as …

Bayesian item response modeling in R with brms and Stan

PC Bürkner - Journal of statistical software, 2021 - jstatsoft.org
Item response theory (IRT) is widely applied in the human sciences to model persons'
responses on a set of items measuring one or more latent constructs. While several R …

Bayesian hierarchical response time modelling—A tutorial

C Koenig, B Becker, E Ulitzsch - British Journal of Mathematical …, 2023 - Wiley Online Library
Response time modelling is develo** rapidly in the field of psychometrics, and its use is
growing in psychology. In most applications, component models for response times are …

[HTML][HTML] Trait characteristics of diffusion model parameters

AL Schubert, GT Frischkorn, D Hagemann… - Journal of Intelligence, 2016 - mdpi.com
Cognitive modeling of response time distributions has seen a huge rise in popularity in
individual differences research. In particular, several studies have shown that individual …

Spontaneous and imposed speed of cognitive test responses

P De Boeck, H Chen, M Davison - British Journal of …, 2017 - Wiley Online Library
Based on data from a cognitive test presented in a condition with time constraints per item
and a condition without time constraints, the effect of speed on accuracy is investigated …

Modeling conditional dependence of response accuracy and response time with the diffusion item response theory model

I Kang, P De Boeck, R Ratcliff - Psychometrika, 2022 - cambridge.org
In this paper, we propose a model-based method to study conditional dependence between
response accuracy and response time (RT) with the diffusion IRT model (Tuerlinckx and De …

Speed–accuracy trade-off? Not so fast: Marginal changes in speed have inconsistent relationships with accuracy in real-world settings

BW Domingue, K Kanopka… - … of Educational and …, 2022 - journals.sagepub.com
The speed–accuracy trade-off (SAT) suggests that time constraints reduce response
accuracy. Its relevance in observational settings—where response time (RT) may not be …

A comparison of item response models for accuracy and speed of item responses with applications to adaptive testing

PW van Rijn, US Ali - British Journal of Mathematical and …, 2017 - Wiley Online Library
We compare three modelling frameworks for accuracy and speed of item responses in the
context of adaptive testing. The first framework is based on modelling scores that result from …

Mastery and self-esteem mediate the association between visual acuity and mental health: a population-based longitudinal cohort study

IM Maaswinkel, HPA van der Aa, GHMB van Rens… - BMC psychiatry, 2020 - Springer
Background With deteriorating eyesight, people often become dependent on others for
many aspects of their daily lives. As a result, they feel less 'in control'and experience lower …

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 - cambridge.org
Traditional measurement models assume that all item responses correlate with each other
only through their underlying latent variables. This conditional independence assumption …