In Savalei's (2011) simulation that evaluated the performance of polychoric correlation estimates in small samples, two methods for treating zero-frequency cells, adding 0.5 (ADD) and doing nothing (NONE), were compared. Savalei tentatively suggested using ADD for binary data and NONE for data with three or more categories. Yet, Savalei's…

The concern of this paper is to provide a number of 'seeds' for a reclaiming of art in education by placing emphasis upon art's pedagogy or art's education. The notion of reclaiming does not infer a return to a utopian past or to a halcyon future, but it invokes a reaffirmation of the adventure of events of art practice that can take us beyond…

This dissertation aimed to explore the use of machine learning (ML) models in in-patient clinical settings. A literature review was conducted to identify existing guidelines and frameworks for such models, and an in-depth study was conducted on ML-based models to understand their behavior and implications on patient outcomes. A conceptual…

The exploration of higher education (HE) teachers' approaches to teaching has mainly been done using quantitative instruments which have been criticised for being too narrow in examining the dimensions of teaching. "Higher education approaches to teaching" (HEAT) inventory is a recently developed instrument to capture the dimensions of…

This dissertation used synthetic datasets, semi-synthetic datasets, and a real-world dataset from an educational intervention to compare the performance of 15 machine learning and multiple imputation methods to estimate the individual treatment effect (ITE). In addition, it examined the performance of five evaluation metrics that can be used to…

The main aim of this paper is to propose a critical view of the application of Toulmin's model of argument to mathematics education, focusing on aspects that have strong teaching implications. It is claimed that Toulmin's description of arguments in mathematics, in particular as regards the relations between form and meaning, is misleading and out…

The voice plays a paradoxical role -- it is inclusive because everyone has one, and it is exclusive as it is used to falsely separate 'singers' and 'non-singers'. A new choral movement has emerged, with a low threshold for participation and inclusive practices, where one of the early offerings was "Everyone Can Sing" (ECS) in Norway. As…

The Next Generation Science Standards (NGSS) engage students in the epistemic, or knowledge building, components of science through three-dimensional learning. Each scientific domain has its own epistemic aspects that result from different social groups going about science in different ways to conceptualize different bodies of knowledge; education…

Artificial intelligence (AI) has transformed the education landscape, but are teacher preparation programs keeping pace? In this report, the Center on Reinventing Public Education (CRPE) reached out to over 500 U.S. education school leaders to understand how they currently integrate AI into their teacher training programs, how their faculty and…

It is well known that research quality notions vary across research fields. Despite this, humanities quality notions are often portrayed as deviant or particularly hard to grasp. To some extent, this has a historical explanation, as notions from within the humanities have not been the standards used in the development of research evaluation tools.…

Functional group analysis is an essential part of the curriculum for identifying unknown organic compounds. However, traditional methods of analyzing functional groups use excess reagents and generate a large amount of waste material that is difficult to dispose of. This work is focused on alternative methods for detecting functional groups such…

Entropy and the second law of thermodynamics have long been identified as difficult concepts to teach in the physical chemistry curriculum. Their highly abstract nature, mathematical complexity and emergent nature underscore the necessity to better link classical thermodynamics and statistical thermodynamics. The objectives of this systematic…

Teachers' approaches and mindsets for assessment affect student learning, motivation, and social-emotional well-being. This systematic review examines how initial teacher education programs prepare teachers to enact one core purpose of classroom assessment--assessment for learning (AfL). AfL (also known as formative assessment) is a planned…

While education seeks to develop academic knowledge, there too lies the need for children and young people's personal, social, emotional, and ethical needs to be met, to develop confidence and autonomy. With ongoing austerity and the closure of universal services such as Children Centres, there is an ever-increasing need for schools to become…

The present study aimed to describe teachers' instructional flows when implementing a mathematical problem-posing task using scriptwriting technique. With matchsticks, a growing pattern that increases by a constant unit was created and presented to the teachers as a problem-posing situation. We analyzed the instructional flows in 50 scripts,…