Purpose: This conceptual study explores whether business competitions (BCs), a prominent yet understudied non-placement work-integrated learning (WIL) model, align with the recently proposed WIL criteria, thereby confirming their validity as scalable pedagogical tools to reduce the persistent competency gap in Master of Business Administration…

Existing research has revealed key factors influencing mathematical flexibility, defined as the capacity to understand, generate, and apply a variety of strategies in solving mathematical problems. However, there is currently a lack of an integrated theoretical framework to systematically consolidate various sources of individual differences in…

This article is based on the premise that the international scientific community needs a generic theoretical framework to explain the determinants and mechanisms associated with learning opportunities for trainers in the field of training and development. Therefore, we adapted offer-and-use models for the continuous training of schoolteachers to…

The international nature of doctoral education creates interesting tensions where national systems, institutional policies, disciplinary customs, individual supervisor preferences, and doctoral researcher needs meet. The Thesis by Publication (TBP), a model where published works are included within the thesis, is available to doctoral researchers…

Understanding subject-specific texts requires interpreting representations--words, symbols, and images--in their intended senses. Many such representations are ambiguous, with meanings that shift depending on context and disciplinary conventions. This applies not only to words, for example, 'paper' in everyday versus academic usage, but also to…

The concept of mathematical modelling is an integral part of modern school mathematics curricula. Therefore, this study aimed to compare the mathematical modelling attitude between Malaysian and United Arab Emirates (UAE) teachers. We conducted a cross-sectional survey study with 413 Malaysian and UAE mathematics teachers as the sample for the…

Rater comparison analysis is commonly necessary in the social sciences. Conventional approaches to the problem generally focus on calculation of agreement statistics, which provide useful but incomplete information about rater agreement. Importantly, one-number agreement statistics give no indication regarding the nature of disagreements, nor do…

There is a growing need to empirically evaluate the quality of online instructional interventions at scale. In response, some online learning platforms have begun to implement rapid A/B testing of instructional interventions. In these scenarios, students participate in series of randomized experiments that evaluate problem-level interventions in…

The adaptation of traditional systems to service-oriented architectures is very frequent, due to the increase in technologies for this type of architecture. This has led to the construction of frameworks or methodologies for adapting computational projects to service-oriented architecture (SOA) technology. In this work, a framework for adaptation…

In cognitive diagnostic models (CDMs), a set of fine-grained attributes is required to characterize complex problem solving and provide detailed diagnostic information about an examinee. However, it is challenging to ensure reliable estimation and control computational complexity when The test aims to identify the examinee's attribute profile in a…

Response times (RTs) have recently attracted a significant amount of attention in the literature as they may provide meaningful information about item preknowledge. In this study, a new model, the Deterministic Gated Lognormal Response Time (DG-LNRT) model, is proposed to identify examinees with item preknowledge using RTs. The proposed model was…

Knowing how children become oriented to imaginary play can help educators in centres better support development. But how this begins in the first years of life is not well understood. How toddlers transform through their imagination concrete objects (such as play accessories, figurines, and books) to become props in play (placeholders and pivots)…

Integration is a valuable yet underutilized process in scientific literatures, including the achievement motivation literature. In this piece, we advocate for and illustrate the benefits of giving integration a central place within the achievement motivation literature. We pay particular attention to the hierarchical model of achievement…

Purpose: Higher education institutions, as influential social institutions, play an important role in promoting social responsibility and sustainable practices. However, approaches to implementing sustainable development (SD) in higher education institutions (HEIs) themselves remain fuzzy. One way to achieve holistic embedding can lie in…

Publication bias is a ubiquitous threat to the validity of meta-analysis and the accumulation of scientific evidence. In order to estimate and counteract the impact of publication bias, multiple methods have been developed; however, recent simulation studies have shown the methods' performance to depend on the true data generating process, and no…