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Showing 1 to 15 of 129 results Save | Export
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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
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Na Shan; Ping-Feng Xu – Journal of Educational and Behavioral Statistics, 2025
The detection of differential item functioning (DIF) is important in psychological and behavioral sciences. Standard DIF detection methods perform an item-by-item test iteratively, often assuming that all items except the one under investigation are DIF-free. This article proposes a Bayesian adaptive Lasso method to detect DIF in graded response…
Descriptors: Bayesian Statistics, Item Response Theory, Adolescents, Longitudinal Studies
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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
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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
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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
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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
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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
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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
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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
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Glockner, Andreas; Pachur, Thorsten – Cognition, 2012
In the behavioral sciences, a popular approach to describe and predict behavior is cognitive modeling with adjustable parameters (i.e., which can be fitted to data). Modeling with adjustable parameters allows, among other things, measuring differences between people. At the same time, parameter estimation also bears the risk of overfitting. Are…
Descriptors: Heuristics, Individual Differences, Behavioral Sciences, Cognitive Development
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Carmi, Nurit; Arnon, Sara; Orion, Nir – Environmental Education Research, 2015
The domain of environmental protection is comprised from many sub-domains as recycling, conserving water, or reducing the consumption of energy. The attitude-behavior gap is partly explained by the gap between the specificity levels of the particular measured behavior and of its antecedent(s). The present study aimed at assessing the effects of…
Descriptors: Predictor Variables, Environmental Education, Environmental Influences, Intention
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Wallace, Lorraine S.; Vaughn, Cynthia J.; Rogers, Edwin S.; Rust, Connie F.; Devoe, Jennifer E.; Weiss, Barry D. – American Journal of Health Behavior, 2012
Objective: To examine whether theories and/or models are used in interventions geared towards improving health-related outcomes for individuals with limited literacy skills. Methods: Intervention studies (n = 52) published between 1980 and 2009 that met inclusion criteria were reviewed to assess the topic addressed, type of theory and/or model…
Descriptors: Theory Practice Relationship, Intervention, Literacy, Social Sciences
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Reed, Phil; Thompson, Caitlin; Osborne, Lisa A.; McHugh, Louise – Learning and Motivation, 2011
Memory deficits have been shown to hamper decision making in a number of populations. In two experiments, participants were required to select one of three alternatives that varied in reinforcer amount and delay, and the effect of a concurrent task on a behavioral choice task that involved making either an impulsive, self-controlled, or optimal…
Descriptors: Self Control, Models, Memory, Task Analysis
Slattery, Brian; Stewart, Ian; O'Hora, Denis – Journal of the Experimental Analysis of Behavior, 2011
Three experiments investigated responding consistent with transitive class containment, a feature of hierarchical classification. Experiment 1 replicated key components of a preliminary attempt to model hierarchical classification (Griffee & Dougher, 2002) and tested for responding consistent with transitive class containment. Only 2 out of 5…
Descriptors: Experiments, Investigations, Models, Classification
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