[图书][B] Bayesian psychometric modeling

R Levy, RJ Mislevy - 2017 - taylorfrancis.com
A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment
Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally …

Fitting item response unfolding models to Likert-scale data using mirt in R

CW Liu, RP Chalmers - PloS one, 2018 - journals.plos.org
While a large family of unfolding models for Likert-scale response data have been
developed for decades, very few applications of these models have been witnessed in …

Modeling rating order effects under item response theory models for rater-mediated assessments

HY Huang - Applied Psychological Measurement, 2023 - journals.sagepub.com
Rater effects are commonly observed in rater-mediated assessments. By using item
response theory (IRT) modeling, raters can be treated as independent factors that function …

Forced-choice ranking models for raters' ranking data

SP Hung, HY Huang - Journal of Educational and …, 2022 - journals.sagepub.com
To address response style or bias in rating scales, forced-choice items are often used to
request that respondents rank their attitudes or preferences among a limited set of options …

A general unfolding IRT model for multiple response styles

CW Liu, WC Wang - Applied Psychological Measurement, 2019 - journals.sagepub.com
It is commonly known that respondents exhibit different response styles when responding to
Likert-type items. For example, some respondents tend to select the extreme categories (eg …

Co-occurring dominance and ideal point processes: A general IRTree framework for multidimensional item responding

V Merhof, T Meiser - Behavior Research Methods, 2024 - Springer
Responding to rating scale items is a multidimensional process, since not only the
substantive trait being measured but also additional personal characteristics can affect the …

Confirmatory multidimensional IRT unfolding models for graded-response items

WC Wang, SL Wu - Applied Psychological Measurement, 2016 - journals.sagepub.com
Most unfolding item response models for graded-response items are unidimensional. When
there are multiple tests of graded-response items, unidimensional unfolding models become …

Unfolding IRT models for Likert-type items with a don't know option

CW Liu, WC Wang - Applied Psychological Measurement, 2016 - journals.sagepub.com
Attitude surveys are widely used in the social sciences. It has been argued that the
underlying response process to attitude items may be more aligned with the ideal-point …

A multidimensional and multilevel extension of a random-effect approach to subjective judgment in rating scales

WC Wang, XL Qiu - Multivariate Behavioral Research, 2013 - Taylor & Francis
In responding to rating scale items, respondents may hold different perspectives on the
given categories. The random-effect rating scale model (RERSM), developed to account for …

Improving the measurement and understanding of response process heterogeneity by IRTree modeling

V Merhof - 2024 - madoc.bib.uni-mannheim.de
Self-reported rating responses provide valuable information on the characteristics of a
person that cannot be observed directly, and numerous psychometric approaches are …