To date, only frequentist model-selection methods have been studied with mixed-format data in the context of IRT model-selection, and it is unknown how popular Bayesian model-selection methods such as DIC, WAIC, and LOO perform. In this study, we present the results of a comprehensive simulation study that compared the performances of eight…

This study seeks to share student feedback about the design and creation of comprehensive learner records. Student input is not often solicited as institutions develop new credentials issued to students. Our workshops encouraged students to consider how they would develop new credentials and what artifacts and features they would include on these…

Emotional intelligence involves recognizing and using one's own emotions well, and recognizing and working well with, or even influencing, the emotions of others. No one achieves emotional intelligence once and for all. Increasing emotional intelligence (EQ) is an ongoing process, and one's capacity can shift because of many factors such as levels…

When students misbehave, understanding the problem behind their actions can make all the difference in the effectiveness of teacher response. Teachers and students sometimes view the same behaviors differently. When students break school rules, teachers consider the behavior a problem. But for the student, that behavior is often a solution to some…

A mixture of logit models is proposed that discriminates between responses to rating questions that are affected by a tendency to prefer middle or extremes of the scale regardless of the content of the item (response styles) and purely content-driven preferences. Explanatory variables are used to characterize the content-driven way of answering as…

Children's developing understanding of language may influence their ability to accurately respond to questions inquiring about their event knowledge (i.e., Why and How Come questions), potentially creating misinterpretations in adult-child communication. The present study examined 120 5-, 7-, and 9-year-old's accuracy in responding to Why and How…

Research has shown that anxiety in adolescents has a negative impact on a wide range of psychosocial variables, including academic performance. This study explored the role of parental emotional expressivity during conflict interactions with their children as a potential moderator of the relationship between anxiety symptomatology and academic…

The recent student movement activities across the nation marked a new era in student activism in higher education. Similar to past student movement eras, a powerful aspect of these activities was the issuance of demands to change various institutional policies, procedures, and infrastructure to promote diversity as well as equity and inclusion.…

In this article, it is shown how item text can be represented by (a) 113 features quantifying the text's linguistic characteristics, (b) 16 measures of the extent to which an information-retrieval-based automatic question-answering system finds an item challenging, and (c) through dense word representations (word embeddings). Using a random…

The estimation of high-dimensional latent regression item response theory (IRT) models is difficult because of the need to approximate integrals in the likelihood function. Proposed solutions in the literature include using stochastic approximations, adaptive quadrature, and Laplace approximations. We propose using a second-order Laplace…

Spin-off companies are generally considered a promising vehicle for developing academic knowledge into products that are ready for the market. In this paper the authors explore under what circumstances spin-off companies can serve as a source of knowledge for the research organization from which they originate. The paper brings together literature…

The incorporation of music in the physical education (PE) environment during physical activity has been shown to be beneficial for participants. Karageorghis et al. (1999) created a conceptual framework focusing on asynchronous music, identifying four factors important to a given piece of music: rhythm response, musicality, cultural impact, and…

Social media offer an unprecedented opportunity for companies to interact more closely with customers and market their products and services. But social media also present reputational risks as negative word-of-mouth can spread more quickly and widely through these platforms than ever before. This study investigates how companies respond to…

The end of the semester has any number of regular milestones for teachers, among them the receipt of student evaluations of teaching. Particularly for those who teach large course sections, the anticipated experience of reading evaluations is often bemusement. Frequently, there are significant numbers of student comments on both "sides"…

Focusing on request sequences, this article explores dynamics of projection and anticipation, enabling participants to produce early responses to requests. In particular, the analyses highlight the importance of multimodal formatting and the specific temporalities of multiple multimodal resources for the emergence of projections and the…