This study examines accent biases in hiring practices among educators in U.S. schools. Using quantitative methods, the research investigates whether bias levels and accent types influence hiring decisions. The study, involving 216 hiring managers from various school sectors, found no significant correlation between bias levels (audio versus video)…

In real-world settings, vision language models (VLMs) should robustly handle naturalistic, noisy visual content as well as domain-specific language and concepts. For example, K-12 educators using digital learning platforms may need to examine and provide feedback across many images of students' math work. To assess the potential of VLMs to support…

The current body of scholarly literature highlights the increasing importance of Mixed Reality (MR) in the field of education since it provides an alternative way through visual stimuli inside an immersive environment. In recent years, the possibility for educators to use Mixed Reality as an additional pedagogical instrument has witnessed notable…

Online learning environments are challenging for deaf and hard of hearing (DHH) individuals. A major concern is split attention, which occurs when one simultaneously attends to multiple stimuli, a situation that characterizes most multimedia presentations and instruction that combines sound, text, images, graphs or charts, and video. Needing to…

Dance teachers use a wide range of methods to communicate effectively with students. Amongst the many possibilities, movement demonstration is often a salient, even expected, tool in dance classes. But when the teacher's body undergoes an injury or other significant physical change, what effect does the altered physical experience have on…