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William R. Nugent – Measurement: Interdisciplinary Research and Perspectives, 2024
Symmetry considerations are important in science, and Group Theory is a theory of symmetry. Classical Measurement Theory is the most used measurement theory in the social and behavioral sciences. In this article, the author uses Matrix Lie (Lee) group theory to formulate a measurement model. Symmetry is defined and illustrated using symmetries of…
Descriptors: Item Response Theory, Measurement Techniques, Models, Simulation
Zhenqiu Lu; Zhiyong Zhang – Grantee Submission, 2022
Bayesian approach is becoming increasingly important as it provides many advantages in dealing with complex data. However, there is no well-defined model selection criterion or index in a Bayesian context. To address the challenges, new indices are needed. The goal of this study is to propose new model selection indices and to investigate their…
Descriptors: Models, Goodness of Fit, Bayesian Statistics, Simulation
Egamaria Alacam; Craig K. Enders; Han Du; Brian T. Keller – Grantee Submission, 2023
Composite scores are an exceptionally important psychometric tool for behavioral science research applications. A prototypical example occurs with self-report data, where researchers routinely use questionnaires with multiple items that tap into different features of a target construct. Item-level missing data are endemic to composite score…
Descriptors: Regression (Statistics), Scores, Psychometrics, Test Items
Raykov, Tenko; DiStefano, Christine – Educational and Psychological Measurement, 2021
The frequent practice of overall fit evaluation for latent variable models in educational and behavioral research is reconsidered. It is argued that since overall plausibility does not imply local plausibility and is only necessary for the latter, local misfit should be considered a sufficient condition for model rejection, even in the case of…
Descriptors: Goodness of Fit, Models, Educational Research, Behavioral Science Research
Raykov, Tenko; Marcoulides, George A.; Huber, Chuck – Measurement: Interdisciplinary Research and Perspectives, 2020
It is demonstrated that the popular three-parameter logistic model can lead to markedly inaccurate individual ability level estimates for mixture populations. A theoretically and empirically important setting is initially considered where (a) in one of two subpopulations (latent classes) the two-parameter logistic model holds for each item in a…
Descriptors: Item Response Theory, Models, Measurement Techniques, Item Analysis
Chen, Weiyu; Lan, Andrew S.; Cao, Da; Brinton, Christopher; Chiang, Mung – International Educational Data Mining Society, 2018
Knowledge of prerequisite dependencies is crucial to several aspects of learning, from the organization of learning content to the selection of personalized remediation or enrichment for each learner. As the amount of content is scaled up, however, it becomes increasingly difficult to manually specify all of the prerequisites among the different…
Descriptors: Behavioral Science Research, Measures (Individuals), Online Courses, Prerequisites
Wassie, Liya; Gebre-Mariam, Senkenesh; Tarekegne, Geremew; Rennie, Stuart – Research Ethics, 2019
Background: Africa is increasingly becoming an important region for health research, mainly due to its heavy burden of disease, socioeconomic challenges, and inadequate health facilities. Regulatory capacities, in terms of ethical review processes, are also generally weak. The ethical assessment of social and behavioral research is relatively…
Descriptors: Foreign Countries, Ethics, Social Science Research, Behavioral Science Research
Forte, Solandy – ProQuest LLC, 2017
It is often necessary for the behavior analyst practitioner to work across a variety of settings, including home, school, and community, in which it is common practice for those practitioners to provide training to caregivers and direct-care staff, who may have limited knowledge and experience within the field of applied behavior analysis. A…
Descriptors: Evaluation, Generalization, Competency Based Education, Behavioral Science Research
Letué, Frédérique; Martinez, Marie-José; Samson, Adeline; Vilain, Anne; Vilain, Coriandre – Journal of Speech, Language, and Hearing Research, 2018
Purpose: Repeated duration data are frequently used in behavioral studies. Classical linear or log-linear mixed models are often inadequate to analyze such data, because they usually consist of nonnegative and skew-distributed variables. Therefore, we recommend use of a statistical methodology specific to duration data. Method: We propose a…
Descriptors: Behavioral Science Research, Research Methodology, Statistical Analysis, Repetition
Bhatia, Sudeep – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2017
Preferences are influenced by the presence or absence of salient choice options, known as reference points. This behavioral tendency is traditionally attributed to the loss aversion and diminishing sensitivity assumptions of prospect theory. In contrast, some psychological research suggests that reference dependence is caused by attentional biases…
Descriptors: Comparative Analysis, Learning Theories, Preferences, Attention
Shyman, Eric – Intellectual and Developmental Disabilities, 2016
The field of educating individuals with Autism Spectrum Disorder has ever been rife with controversy regarding issues ranging from etiology and causation to effective intervention and education options. One such basis for controversy has been between humanism, and humanistic philosophical concepts, and its fundamental differences with behaviorism,…
Descriptors: Attitudes toward Disabilities, Autism, Pervasive Developmental Disorders, Behavioral Science Research
Vanderveldt, Ariana; Green, Leonard; Myerson, Joel – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2015
The value of an outcome is affected both by the delay until its receipt (delay discounting) and by the likelihood of its receipt (probability discounting). Despite being well-described by the same hyperboloid function, delay and probability discounting involve fundamentally different processes, as revealed, for example, by the differential effects…
Descriptors: Rewards, Delay of Gratification, Probability, Money Management
Pustejovsky, James E.; Runyon, Christopher – Behavioral Disorders, 2014
Direct observation recording procedures produce reductive summary measurements of an underlying stream of behavior. Previous methodological studies of these recording procedures have employed simulation methods for generating random behavior streams, many of which amount to special cases of a statistical model known as the alternating renewal…
Descriptors: Observation, Behavioral Science Research, Models, Simulation
Dempsey, Jack; Dempsey, Allison G.; Guffey, Danielle; Minard, Charles G.; Goin-Kochel, Robin P. – Journal of Autism and Developmental Disorders, 2016
Self-injurious behaviors (SIB) are problematic for many children with autism spectrum disorders (ASD). Existing models to explain factors contributing to SIB fail to account for a large proportion of variance in SIB. This study attempted to explain a greater proportion of variance in SIB by addressing methodological/theoretical limitations in…
Descriptors: Pervasive Developmental Disorders, Injuries, Self Destructive Behavior, Adolescent Attitudes
Wolvin, Andrew – International Journal of Listening, 2013
Robert Bostrom's seminal contributions to listening theory and research represent an impressive legacy and provide listening scholars with important perspectives on the complexities of listening cognition and behavior. Bostrom's work provides a solid foundation on which to build models that more realistically explain how listeners function…
Descriptors: Listening, Behavioral Science Research, Models, Barriers