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 …

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 …

A response-time-based latent response mixture model for identifying and modeling careless and insufficient effort responding in survey data

E Ulitzsch, S Pohl, L Khorramdel, U Kroehne… - Psychometrika, 2022 - Springer
Careless and insufficient effort responding (C/IER) can pose a major threat to data quality
and, as such, to validity of inferences drawn from questionnaire data. A rich body of methods …

An explanatory mixture IRT model for careless and insufficient effort responding in self‐report measures

E Ulitzsch, SN Yildirim‐Erbasli… - British Journal of …, 2022 - Wiley Online Library
Careless and insufficient effort responding (C/IER) on self‐report measures results in
responses that do not reflect the trait to be measured, thereby posing a major threat to the …

A hierarchical latent response model for inferences about examinee engagement in terms of guessing and item‐level non‐response

E Ulitzsch, M von Davier, S Pohl - British Journal of …, 2020 - Wiley Online Library
In low‐stakes assessments, test performance has few or no consequences for examinees
themselves, so that examinees may not be fully engaged when answering the items. Instead …

Detecting careless responding in survey data using stochastic gradient boosting

U Schroeders, C Schmidt… - Educational and …, 2022 - journals.sagepub.com
Careless responding is a bias in survey responses that disregards the actual item content,
constituting a threat to the factor structure, reliability, and validity of psychological …

Accounting for careless and insufficient effort responding in large-scale survey data—development, evaluation, and application of a screen-time-based weighting …

E Ulitzsch, HJ Shin, O Lüdtke - Behavior Research Methods, 2024 - Springer
Careless and insufficient effort responding (C/IER) poses a major threat to the quality of
large-scale survey data. Traditional indicator-based procedures for its detection are limited …

Cognitive diagnosis modelling incorporating item response times

P Zhan, H Jiao, D Liao - British Journal of Mathematical and …, 2018 - Wiley Online Library
To provide more refined diagnostic feedback with collateral information in item response
times (RT s), this study proposed joint modelling of attributes and response speed using item …

Combining clickstream analyses and graph-modeled data clustering for identifying common response processes

E Ulitzsch, Q He, V Ulitzsch, H Molter, A Nichterlein… - psychometrika, 2021 - Springer
Complex interactive test items are becoming more widely used in assessments. Being
computer-administered, assessments using interactive items allow logging time-stamped …

A multilevel mixture IRT framework for modeling response times as predictors or indicators of response engagement in IRT models

G Nagy, E Ulitzsch - Educational and Psychological …, 2022 - journals.sagepub.com
Disengaged item responses pose a threat to the validity of the results provided by large-
scale assessments. Several procedures for identifying disengaged responses on the basis …