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 …
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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 …
large-scale survey data. Traditional indicator-based procedures for its detection are limited …
Cognitive diagnosis modelling incorporating item response times
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 …
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
Complex interactive test items are becoming more widely used in assessments. Being
computer-administered, assessments using interactive items allow logging time-stamped …
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 …
scale assessments. Several procedures for identifying disengaged responses on the basis …