Background/Context: Empirical research indicates that teachers across ages and academic contexts regularly engage in emotional labor, and this emotional labor contributes to their job satisfaction, teaching effectiveness, burnout, and emotional well-being both within and outside the classroom. However, because the initial research on emotional…

This article provides an overview of recent changes to state-level dyslexia legislation. It begins by applying a variant of Kingdon's multiple streams approach to explain how the dyslexia education "policy window" came to be opened. The article then describes the most likely effects and side effects of the new laws. Likely short-term…

The objective of the current study was to systematically review the available literature on the relation between behavioral and cardiac indicators used to measure distress in toddlerhood. After ascertaining the eligibility of 2,424 articles through a Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) and PROSPERO…

With the rapid development of online learning platforms, learners have more access to various kinds of courses. However, they may find it difficult to make choices due to the massive number of courses. The main contribution of our research is the design of a course recommendation framework which extracts multimodal course features based on deep…

Testing whether items fit the assumptions of an item response theory model is an important step in evaluating a test. In the literature, numerous item fit statistics exist, many of which show severe limitations. The current study investigates the root mean squared deviation (RMSD) item fit statistic, which is used for evaluating item fit in…

Cognitive diagnosis models (CDMs) have gained increasing popularity recently because of their potential to provide diagnostic inferences that can inform learning and teaching. However, the development of cognitive diagnostic assessments (CDAs) is lagging behind the development of the associated psychometric models. At present, it is not clear…

Understanding other people's emotional states involves integrating multiple sources of information, such as someone's smile (affective cue) with our knowledge that they have passed an exam (situational cue). We explored whether autistic adults display differences in how they integrate these cues by showing participants videos of students receiving…

Behavior-specific praise (BSP) and other forms of positive feedback and public acknowledgment are underutilized in secondary classrooms. Surprisingly, few studies have evaluated the independent effects of BSP in these settings. Using a multiple baseline design with an embedded A/B/B + C condition sequence, the purpose of the current study was to…

In this digital ITEMS module, Dr. Michael Bunch provides an in-depth, step-by-step look at how standard setting is done. It does not focus on any specific procedure or methodology (e.g., modified Angoff, bookmark, and body of work) but on the practical tasks that must be completed for any standard setting activity. Dr. Bunch carries the…

The pervasive use of distributional semantic models or word embeddings for both cognitive modeling and practical application is because of their remarkable ability to represent the meanings of words. However, relatively little effort has been made to explore what types of information are encoded in distributional word vectors. Knowing the internal…

The standard error (SE) stopping rule, which terminates a computer adaptive test (CAT) when the "SE" is less than a threshold, is effective when there are informative questions for all trait levels. However, in domains such as patient-reported outcomes, the items in a bank might all target one end of the trait continuum (e.g., negative…

The COVID-19 pandemic forced the conversion of the quantitative chemical laboratory from a face-to-face format to a distance learning format for the latter half of the Spring 2020 semester. This work provides insight into two different types of assignments given to students during this time: a lab report and a short-answer assignment. At the…

The purpose of the study was to determine if peer feedback at midterm helped students improve their teamwork skills, and to identify variations in teamwork skills across course delivery modalities. This study focuses on peer evaluation of teamwork in an introduction to organizational behaviour course required for all business majors. The course is…

A nonconverged Markov chain can potentially lead to invalid inferences about model parameters. The purpose of this study was to assess the effect of a nonconverged Markov chain on the estimation of parameters for mixture item response theory models using a Markov chain Monte Carlo algorithm. A simulation study was conducted to investigate the…

Public school trauma responses to school shootings in the USA would benefit from a greater focus on trauma intervention in the aftermath of a shooting. The current research explored school staff attitudes toward public school trauma response after school shootings. This phenomenological study was conducted with 12 public school staff members with…