Ordinal regression: A review and a taxonomy of models
G Tutz - Wiley Interdisciplinary Reviews: Computational …, 2022 - Wiley Online Library
Ordinal models can be seen as being composed from simpler, in particular binary models.
This view on ordinal models allows to derive a taxonomy of models that includes basic …
This view on ordinal models allows to derive a taxonomy of models that includes basic …
Personality research and assessment in the era of machine learning
The increasing availability of high–dimensional, fine–grained data about human behaviour,
gathered from mobile sensing studies and in the form of digital footprints, is poised to …
gathered from mobile sensing studies and in the form of digital footprints, is poised to …
The science and practice of item response theory in organizations
JWB Lang, L Tay - Annual Review of Organizational Psychology …, 2021 - annualreviews.org
Item response theory (IRT) is a modeling approach that links responses to test items with
underlying latent constructs through formalized statistical models. This article focuses on …
underlying latent constructs through formalized statistical models. This article focuses on …
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 …
Measuring response styles in Likert items.
U Böckenholt - Psychological methods, 2017 - psycnet.apa.org
The recently proposed class of item response tree models provides a flexible framework for
modeling multiple response processes. This feature is particularly attractive for …
modeling multiple response processes. This feature is particularly attractive for …
Moving beyond Likert and traditional forced-choice scales: A comprehensive investigation of the graded forced-choice format
The graded forced-choice (FC) format has recently emerged as an alternative that may
preserve the advantages and overcome the issues of the dichotomous FC measures. The …
preserve the advantages and overcome the issues of the dichotomous FC measures. The …
Dynamic response strategies: Accounting for response process heterogeneity in IRTree decision nodes
V Merhof, T Meiser - Psychometrika, 2023 - Springer
It is essential to control self-reported trait measurements for response style effects to ensure
a valid interpretation of estimates. Traditional psychometric models facilitating such control …
a valid interpretation of estimates. Traditional psychometric models facilitating such control …
Different approaches to modeling response styles in divide-by-total item response theory models (part 1): A model integration.
M Henninger, T Meiser - Psychological Methods, 2020 - psycnet.apa.org
A large variety of item response theory (IRT) modeling approaches aim at measuring and
correcting for response styles in rating data. Here, we integrate response style models of the …
correcting for response styles in rating data. Here, we integrate response style models of the …
Development, validation and item reduction of a food literacy questionnaire (IFLQ-19) with Australian adults
Background Food literacy is theorised to improve diet quality, nutrition behaviours, social
connectedness and food security. The definition and conceptualisation by Vidgen & …
connectedness and food security. The definition and conceptualisation by Vidgen & …
The survey response process from a cognitive viewpoint
R Tourangeau - Quality Assurance in Education, 2018 - emerald.com
Purpose This paper aims to examine the cognitive processes involved in answering survey
questions. It also briefly discusses how the cognitive viewpoint has been challenged by …
questions. It also briefly discusses how the cognitive viewpoint has been challenged by …