Failures of cognitive control or attention? The case of stop-signal deficits in schizophrenia

D Matzke, M Hughes, JC Badcock, P Michie… - Attention, Perception, & …, 2017 - Springer
We used Bayesian cognitive modelling to identify the underlying causes of apparent
inhibitory deficits in the stop-signal paradigm. The analysis was applied to stop-signal data …

An introduction to network psychometrics: Relating Ising network models to item response theory models

M Marsman, D Borsboom, J Kruis… - Multivariate …, 2018 - Taylor & Francis
In recent years, network models have been proposed as an alternative representation of
psychometric constructs such as depression. In such models, the covariance between …

Some thoughts on analytical choices in the scaling model for test scores in international large-scale assessment studies

A Robitzsch, O Lüdtke - Measurement Instruments for the Social Sciences, 2022 - Springer
International large-scale assessments (LSAs), such as the Programme for International
Student Assessment (PISA), provide essential information about the distribution of student …

[HTML][HTML] How hierarchical models improve point estimates of model parameters at the individual level

K Katahira - Journal of Mathematical Psychology, 2016 - Elsevier
Computational models have been used to analyze the data from behavioral experiments.
One objective of the use of computational models is to estimate model parameters or …

[BOOK][B] Educational and psychological measurement

WH Finch, BF French - 2018 - taylorfrancis.com
This new text provides the most current coverage of measurement and psychometrics in a
single volume. Authors W. Holmes Finch and Brian F. French first review the basics of …

Cognitive workload measurement and modeling under divided attention.

SC Castro, DL Strayer, D Matzke… - Journal of experimental …, 2019 - psycnet.apa.org
Motorists often engage in secondary tasks unrelated to driving that increase cognitive
workload, resulting in fatal crashes and injuries. An International Standards Organization …

Measurement invariance and general population reference values of the PROMIS Profile 29 in the UK, France, and Germany

F Fischer, C Gibbons, J Coste, JM Valderas… - Quality of Life …, 2018 - Springer
Purpose Comparability of patient-reported outcome measures over different languages is
essential to allow cross-national research. We investigate the comparability of the PROMIS …

On the importance of avoiding shortcuts in applying cognitive models to hierarchical data

U Boehm, M Marsman, D Matzke… - Behavior research …, 2018 - Springer
Psychological experiments often yield data that are hierarchically structured. A number of
popular shortcut strategies in cognitive modeling do not properly accommodate this structure …

A flexible and efficient hierarchical bayesian approach to the exploration of individual differences in cognitive‐model‐based neuroscience

A Ly, U Boehm, A Heathcote, BM Turner… - … models of brain and …, 2017 - Wiley Online Library
Cognitive‐model‐based neuroscience provides powerful methods of finding the brain areas
supporting latent psychological processes. One of these methods is to identify areas whose …

Modeling cognitive load effects of conversation between a passenger and driver

G Tillman, D Strayer, A Eidels, A Heathcote - Attention, Perception, & …, 2017 - Springer
Cognitive load from secondary tasks is a source of distraction causing injuries and fatalities
on the roadway. The Detection Response Task (DRT) is an international standard for …