This research paper seeks to explore a newly proposed model to assist public educational systems with properly integrating digital technology into their currently practiced teaching and learning processes. Digital learning has been adopted for the past two decades under various forms of internet-based learning, such as online learning, e-learning,…

This study reports on a newly developed framework of inclusive education, which sets out from three distinct models of disability (medical, relational, and social) and incorporates matching learning theory (behaviourist, cognitivist, and constructivist) and the placement of children with disabilities (exclusive, functional inclusive, full…

Previous research has been limited regarding the measurement of computational thinking, particularly as a learning progression in K-12. This study proposes to apply a multidimensional item response theory (IRT) model to a newly developed measure of computational thinking utilizing both selected response and open-ended polytomous items to establish…

A psychological framework for different types of items commonly used with mixed-format exams is proposed. A choice model based on signal detection theory (SDT) is used for multiple-choice (MC) items, whereas an item response theory (IRT) model is used for open-ended (OE) items. The SDT and IRT models are shown to share a common conceptualization…

In this theoretical paper, we respond to a call for all Mathematics Education researchers to become equity researchers (Aguirre et al., 2017) by articulating how equity is foundational to making second-order models of students' mathematics. First, based on prior research, we view equity to be about power and respect. We define an act of equity as…

In education, there is often a disconnect between theory and practice. Urban school counselors must balance the reality of their daily work with the standards set by the ASCA National Model (2019), widely regarded as the benchmark for K-12 school counseling best practices. This study aimed to describe urban school counselors? perceptions of their…

In Ontario, Canada, principals' work is guided by competencies outlined in the Ontario Leadership Framework which reflect the leadership skills and behaviours needed to successfully lead schools, improve student achievement and well-being. The problem is that this document largely ignores equity and anti-oppressive leadership behaviours. The…

Evaluation practices are continuing to evolve, particularly in those areas related to formative, participatory, and improvement approaches. Improvement science is one of the evaluative practices. Its strength is that it seeks to embrace stakeholders' and frontline workers' knowledge and experience, who are often tasked with leading improvement…

Item response theory (IRT) has so many advantages than its precedent Classical Test Theory (CTT) such as non-changing item parameters, ability parameter estimations free from the items. However, in order to get these advantages, some assumptions should be met and they are; unidimensionality, normality and local independence. However, it is not…

Large scale international assessments depend on invariance of measurement across countries. An important consideration when observing cross-national differential item functioning (DIF) is whether the DIF actually reflects a source of bias, or might instead be a methodological artifact reflecting item response theory (IRT) model misspecification.…

The "no excuses" charter school model is widely regarded in public debate as an effective policy intervention to politically and economically empower historically marginalized student populations. The organizing principle of the "no excuses" model is to do whatever it takes to close the achievement gap and to prepare students…

Multidimensional item response theory (MIRT) models have generated increasing interest in the psychometrics literature. Efficient approaches for estimating MIRT models with dichotomous responses have been developed, but constructing an equally efficient and robust algorithm for polytomous models has received limited attention. To address this gap,…

Currently, it is considered fundamental to improve students' views of the nature of science (NOS) in science classes. In addition, models are also important in science education, not only as contributors for students to develop their views of the NOS, but also for them to develop conceptual knowledge, as well as inquiry skills. Teachers greatly…

A Wise-Compassionate Framework (WCF) was designed to offer educational leaders a recognizable and comprehensive approach that embodies critical race theory as a guide to the academic, social-emotional, health, cultural, and behavioral needs of all students. The WCF complements and builds upon Multi-Tiered Systems of Support (MTSS) and the Whole…

Automated scoring of free drawings or images as responses has yet to be used in large-scale assessments of student achievement. In this study, we propose artificial neural networks to classify these types of graphical responses from a TIMSS 2019 item. We are comparing classification accuracy of convolutional and feed-forward approaches. Our…