Humans excel at detecting patterns in information, abstracting rules, and making inferences. Underlying these skills is relational reasoning: the cognitive ability to identify and map abstract, generalizable relations between pieces of information. Though this powerful ability supports higher-order cognition, it can also be a processing bottleneck…

Educational video games often engage students intuitively with visuals with quick, responsive actions to immerse students in authentic disciplinary practice. In contrast, typical formal learning environments engage students in conscious reflection with visual representations to understand underlying disciplinary concepts. Research has examined how…

Recently, with the advancement in 2D imaging techniques and 3D visual sensors such as LiDAR, RGB-D cameras, etc. The use of 2D and 3D data is ubiquitous in various fields like autonomous driving, AR, and VR. Therefore, we are faced with an ever-increasing demand for approaches toward the automatic processing and analysis of data from multiple…

Vision and language are the primary modalities of our human perception and learning. Recent years have witnessed fast development of methods that connect vision and language. Current deep learning methods are data-hungry, thus pre-training on large-scale data helps warm up the model and shows better fine-tuning results on downstream tasks.…

Laboratory activities are a prevalent and essential part of chemistry learning because of their potential to help students develop problem solving abilities, visualize chemistry concepts learned in lecture, and gain practical skills. However, learning in the laboratory environment is not without its challenges. For example, cookbook-style…

The purpose of this qualitative, phenomenological study was to understand early childhood teachers' perceptions surrounding the topic of childhood scribbles as they relate to emergent literacy. Sociocultural theory provided a foundation for this research because of its focus on relationships between children, other children, and teachers to foster…

Purpose. Researchers have recommended using comprehensive visual materials in engineering courses, as visuals instill more information in students than auditory information and they have the ability to engage students more effectively than other types of content and to convey the nuances of non-verbal communication. The purpose of this study was…

Molecular representations that show chemical bonding are ubiquitous in general and organic chemistry. These help in communicating chemistry concepts that are fundamental to understanding "how" and "why" molecules interact. The goal of this dissertation work is to offer an evidence-based report on the affordances and limitations…

This dissertation examines the interaction patterns that happen in an online learning environment. While many studies look at online learning through the lens of the learner or the learning environment, few studies look at the interaction patterns that happen through the digital traces captured by computational tools. Based on the conceptual…

Since 1984, many animal science postsecondary institutions had incorporated experiential learning into courses and programs, including equine programs. Even with the incorporated experiential learning, equine experts were finding students postgraduation were substandard with equine technical skills experiences. Although many studies had addressed…

Language learners' identity construction and language learning through narratives (Norton 2010; Johnson 2015) and multimodal technologies (Lam 2006; White 2007) have been found to be effective ways to facilitate ESL learning. Additionally, Multimodal pedagogies and narrative practices in the language classroom facilitate L2 learning, investment in…

This research examined, through a basic qualitative approach, how sixth-grade mathematics teachers and their students in a New York inner-city middle school experienced the implementation of three "Classroom Instruction that Works" (CITW) instructional strategies namely, summarizing and note-taking, cooperative learning, and generating…

Most learning environments in the STEM disciplines use multiple graphical representations along with textual descriptions and symbolic representations. Multiple graphical representations are powerful learning tools because they can emphasize complementary aspects of complex learning contents. However, to benefit from multiple graphical…

Biochemistry education relies heavily on students' ability to visualize abstract cellular and molecular processes, mechanisms, and components. As such, biochemistry educators often turn to external representations to provide tangible, working models from which students' internal representations (mental models) can be constructed, evaluated, and…

This research study provides the finding of a qualitative case study in Technology, Engineering, and Design Education as well as Social Studies Education. The purpose of this study was to describe the role of graphics within a social studies lesson by examining a student's experience when a new lesson is implemented in class. The participants were…