Architectural design representations comprise physical (models, drawings) and digital media (3D models). Multimodal combinations of physical and digital representations are commonplace in professional contexts such as design reviews or building sites, and 'making sense' of these assemblies requires complex socio-cognitive processes and…

Representations are an integral component of organic chemistry education and practice. Learning how to visualize and reason effectively with a variety of representations is essential for learners to succeed. However, developing the necessary representational competence skills (e.g., the ability to interpret, translate between, and use…

Critical research on data visualisations in education has so far mostly focused on the representation of numeric data in dashboards or graphs. Consequently, the question of how schools are made visible and (re)enacted through visual structures on data-mediated interfaces more broadly -- what we call Graphic Data Visualisations (GDV) -- has…

Adding illustrations to texts might improve students' science achievement. This meta-analysis of 121 effect sizes from 63 studies of 7,621 students across five decades determines both the overall effect and moderators that account for differences across studies. Our random-effects model shows a positive effect of adding illustrations to texts on…

It is generally recognized that poetry is the most difficult genre of literature to translate because linguistic competence alone does not guarantee an overall transference of all poetic factors. The soul of poetry is its aesthetic sense which can be conveyed in the light of picture reproduction to achieve aesthetic harmony and evoke similar…

Statistics education researchers have been challenged to consider the theory of inferentialism in understanding concept formation in students. A critique of inferentialism is that no comprehensive method has been formulated to use the theory in practice. In this paper an inferentialism-based framework is presented that appears to be capable of…

Statistical learning is a core ability for individuals in extracting and integrating regularities and patterns from linguistic input. Yet, the developmental trajectory of visual statistical learning has not been fully examined in the orthographic learning domain. Employing an artificial orthographic learning task, we manipulated three levels of…

This work examines the influence of clutter when presenting information with a head-mounted display (HMD). We compare clutter costs when displays overlay a real-world scene to the costs of visual scanning required when displays are presented separately. Using an HMD in safety-critical environments reduces repetitive visual scanning and head…

We investigate the multilingual and multimodal performance of a large language model-based artificial intelligence (AI) system, GPT-4o, using a diverse set of physics concept inventories spanning multiple languages and subject categories. The inventories, sourced from the PhysPort website, cover classical physics topics such as mechanics,…

Purpose: The purpose of this study was to investigate the internet memes about physical education (PE) to understand how these digital artifacts represent the attitudes and perceptions toward PE. Method: Using the netnography approach, this is a qualitative study in nature. A total of 241 digital artifacts were collected from nine different…

This review extends on previously reported findings in which students were asked to construct Reaction Coordinate Diagrams (RCDs) de novo. Instead of asking students to construct RCDs, this study explores students' understanding of kinetics and thermodynamics when provided with mechanisms for the Aldol and Claisen condensations. Data was collected…

Spatial skills, or spatial ability, is the ability to visualize and mentally manipulate three-dimensional objects, and is essential to the study of anatomy. This study aims to investigate whether spatial skills required to infer cross-sectional images could be improved through anatomy learning, as well as gender differences in spatial skills.…

Point-of-care ultrasound (POCUS) is increasingly recognized as a valuable educational adjunct in medical school curricula, particularly for reinforcing physiology through dynamic, real-time visualization. Despite its growing relevance, integration of POCUS into preclinical instruction, especially in the context of pulmonary physiology, remains…

How are educational values and pedagogical approaches inscribed into automated education technologies and their data visualizations? In this article we analyze the design process and technical and pedagogical debates of a team of researchers and developers working on an automated scoring tool for primary school students' early writing as part of…

Nathalie Sinclair's MERGA 2024 keynote challenged us to communicate video data in ways that provide the reader with a more holistic and embodied experience of the data. In this methodological position paper, we take up this challenge. Through video analysis of a pre-school child and her mother engaging about counting in threes (prompted by the…