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An item response theory analysis of the matrix reasoning item bank (MaRs-IB)
Matrix reasoning tasks are among the most widely used measures of cognitive ability in the behavioral sciences, but the lack of matrix reasoning...
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Item analysis on the quality of life scale for anxiety disorders QLICD-AD(V2.0) based on classical test theory and item response theory
BackgroundAnxiety disorders can cause serious physical and psychological damage, so many anxiety scales have been developed internationally to...
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Multidimensional item response theory models for testlet-based doubly bounded data
A testlet-based visual analogue scale (VAS) is a doubly bounded scaling approach (e.g., from 0% to 100% or from 0 to 1) composed of multiple...
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Evaluating the psychometric properties of the fatigue severity scale using item response theory
BackgroundFatigue is a common daily experience and a symptom of various disorders. While scholars have discussed the use of the Fatigue Severity...
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Comparing the prediction performance of item response theory and machine learning methods on item responses for educational assessments
To obtain more accurate and robust feedback information from the students’ assessment outcomes and to communicate it to students and optimize...
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The impact of measurement noninvariance across time and group in longitudinal item response modeling
Longitudinal item response data often exhibit two types of measurement noninvariance: the noninvariance of item parameters between subject groups and...
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The application of item response theory in develo** and validating a shortened version of the Rotterdam Emotional Intelligence Scale
The Rotterdam Emotional Intelligence Scale (REIS) has a good balance between the emotions of self and others, which solves the problem of previous...
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Longitudinal Analysis of Patient-Reported Outcomes in Clinical Trials: Applications of Multilevel and Multidimensional Item Response Theory
With decades of advance research and recent developments in the drug and medical device regulatory approval process, patient-reported outcomes (PROs)...
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A multilevel perspective on self-determination theory: Predictors and correlates of autonomous and controlled motivation
Based on self-determination theory (SDT), we examined mediational models connecting autonomy support and self-criticism to negative affect (NA),...
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Analyzing employees’ green behavioral intention in the hospitality industry: a multilevel model
The current study attempts to answer how and why leaders inculcate environmental sensitivity among employees in the hospitality industry. Using the...
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Identifying and Supporting Academically Low-Performing Schools in a Develo** Country: An Application of a Specialized Multilevel IRT Model to PISA-D Assessment Data
Performance-targeted interventions are an important tool in improving educational outcomes and are often applied at the school level, where...
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Modeling item-level heterogeneous treatment effects: A tutorial with the glmer function from the lme4 package in R
Recent advancements in education scholarship have introduced Item Response Theory (IRT) models to address treatment heterogeneity at the assessment...
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A new item response theory model for rater centrality using a hierarchical rater model approach
Rater centrality, in which raters overuse middle scores for rating, is a common rater error which can affect test scores and subsequent decisions....
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A two-step estimator for multilevel latent class analysis with covariates
We propose a two-step estimator for multilevel latent class analysis (LCA) with covariates. The measurement model for observed items is estimated in...
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Data Aggregation in Multilevel Research: Best Practice Recommendations and Tools for Moving Forward
The multilevel paradigm is omnipresent in the organizational sciences, with scholars recognizing data are almost always nested – either...
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A Bayesian Test for the Association of Binary Response Distributions
Item response theory models impose testable restrictions on the observed distribution of the response variables. In this chapter, the inequality...
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The effects of leaders’ economic and stakeholder values on subordinates’ discretionary behaviors as antecedents of perceived ethical leadership: a multilevel investigation
Drawing on social information processing theory, the present study tested the multilevel indirect effect of leaders’ economic and stakeholder values...
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The Relationship Between Democracy and Subjective Well-Being as a Function of Anti-Democratic Attitudes: a Multilevel Analysis of 78 Countries Worldwide
Past research has shown a non-significant association between the level of democracy and subjective well-being. This study attempts to address this...
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Bringing Self-Determination Theory to the Forefront: Examining How Human Resource Practices Motivate Employees of All Ages to Succeed
Self-determination theory (SDT) is widely used in human resource (HR) practice studies to explain how HR practices impact work outcomes. However,...
