Young and Holsteen (YH) introduce a number of tools for evaluating model uncertainty. In so doing, they are careful to differentiate their method from existing forms of model averaging. The fundamental difference lies in the way in which the underlying estimates are weighted. Whereas standard approaches to model averaging assign higher weight to…

We describe an approach to characterizing and diagnosing complex professional competencies (CPCs) for the field of Intrapreneurship, i.e. activities of an entrepreneurial nature engaged by employees within their existing organizations. Our approach draws upon prior conceptual, empirical, and analytical efforts by researchers in Germany. Results…

Selecting an appropriate cognitive diagnostic model (CDM) for data analysis is always challenging. Studies have explored several model fit indices for CDMs. The common results of these studies indicate that Q-matrix misspecifications lead to poor performance of the model fit indices in the context of CDMs. Thus, this study explored whether model…

Cognitive modelling shares many features with statistical modelling, making it seem trivial to borrow from the practices of robust Bayesian statistics to protect the practice of robust cognitive modelling. We take one aspect of statistical workflow--prior predictive checks--and explore how they might be applied to a cognitive modelling task. We…

Understanding how to successfully train storytime providers is crucial to the goal of offering high-quality early literacy programs in public library settings. As part of a larger study, nine early-career public library storytime providers were interviewed to learn what contextual factors are important to improve their knowledge, practice, and…

The topic of professionalism in school-based agricultural education is widely discussed in California yet exceedingly subjective in nature. Agricultural education adds another layer of complexity when considering professionalism across the tripartite components of classroom, leadership development (FFA), and supervised agricultural experience.…

Background: Grade retention is an educational aspect that concerns teachers, families, and experts. It implies an economic cost for families, as well as a personal cost for the student, who is forced to study one more year. The objective of the study was to evaluate the effect of course repetition on math, science and reading competencies, and…

Vertical scales are frequently developed using common item nonequivalent group linking. In this design, one can use upper-grade, lower-grade, or mixed-grade common items to estimate the linking constants that underlie the absolute measurement of growth. Using the Rasch model and a dataset from Curriculum Associates' i-Ready Diagnostic in math in…

The aim of this work was to design and implement an effective hybridisation of two pedagogical models that would serve to overcome gender-related barriers to participation in games, based on a co-educational intervention and paying a special attention on the boys' influence for the girls' participation. First, we describe the process of creating…

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…

This study examined the stability and change in career aspirations throughout the college-to-work transition among ethnic minority Arab students in Israel and tested the contributions of contextual and personal factors to career aspirations before and after this transition. At Time 1, 957 Arab students in Israel participated at the end of their…

Decolonial theorists continue to argue for a de-linking from the uncontested onto-epistemic constructs of intercultural education pedagogy (IEP) in TESOL. In the Global South, intercultural education may remain largely amenable to Euro-Western culturalist/differentialist frameworks that often breed essentialism and ethnocentrism. This paper…

College calculus plays an important role in STEM students' degree and career aspirations. One of the key factors considered in assessing a student's ability to be successful in calculus is their proficiency in topics from prior mathematics courses such as algebra and precalculus. This study set out to examine the impact of students' precalculus…

In recent years, Social Networking Sites (SNSs) have witnessed a substantial surge in global user adoption. Apart from their primary intended functionalities, these platforms have been increasingly utilized for language learning purposes. However, the extent to which they cater to the needs of language learners remains a longstanding question. The…

The COVID-19 pandemic instigated a global educational crisis, compelling an abrupt transition from traditional in-person instruction to emergency remote teaching. This sudden shift underscored the need for robust learning management models capable of navigating unprecedented disruptions. The objectives of this research were to ascertain the needs…