The rapid advancement of artificial intelligence and its increasing societal impacts have turned many computing educators' focus toward early education in machine learning (ML). Limited options for educational tools for teaching novice learners about the mechanisms of ML and data-driven systems presents a recognized challenge in K-12 computing…

Representations are key to mathematical activities and meaning-making processes as they are part of modeling, connecting, communicating, and understanding mathematical ideas and concepts. The current study sought to examine a group of novice algebra learners' interactions with different representations from an onto-semiotic approach. A case study…

Objectives: Limited research exists on how new computer science (CS) teachers understand fundamental Internet principles. This knowledge gap hinders the development of effective upskilling courses, especially as new CS curricula are being introduced worldwide. This study investigates new CS teachers' conceptions of fundamental Internet principles,…

Growing scholarship on the pedagogical applications of statistical modeling is currently taking place to create adaptations of this practice to introduce novices to statistics. These are intended to promote novices' reasoning, and are typically void of formal mathematical procedures and calculations. In this article, we define the potential…

Motivators and supports can be a crucial part of the growth of a new teacher. However, capturing the most effective motivators and means of supports for novice teachers can be a daunting task as the needs can be ever-changing. The purpose of this basic qualitative study was to explore the perceptions of novice middle school teachers' and school…

One of the aspects of programming that novices often struggle with is the understanding of abstract concepts, such as variables, loops, expressions, and especially Boolean operations. This paper aims to explore the effects of programming tools with different degrees of embodiment on learning Boolean operations in elementary school. To this end, 67…

The first five years of teaching are believed to be crucial in a school district's teacher retention efforts. The challenge novice teachers face to meet learners' academic, social, and emotional needs within a school community can prove to be especially daunting. Additionally, the context in which teachers learn to teach such as easier-to-staff…

Although teachers are expected to teach mathematics ambitiously, it is challenging for them to do so. Given that the first year represents a critical juncture between teacher preparation and inservice teaching, it may be particularly challenging to teach ambitiously. Understanding the nuanced characteristics in lessons taught by first-year…

Background: The worked example effect in cognitive load theory suggests that providing worked examples first followed by solving similar problems would facilitate students' learning. Using problem solving-worked example sequence is another way of implementing example-based instruction. Although research has demonstrated the superiority of worked…

Written argumentation is a complex skill to master. It can be assumed that students can transfer oral argumentation skills into a written format. Still, students from disadvantaged backgrounds for whom this task is highly novel require greater scaffolding to formulate persuasive arguments in writing. Therefore, there is a need for developing sound…

This study shares the story of a mentor teacher and student teacher during a yearlong student teaching experience. It looks at how working with an educative mentor (prepared and supported to enact this role) can make a difference in the instructional practices and beliefs of a novice teacher, specifically by providing the student teacher with the…

The purpose of this study was to determine what collaborative interventions produce positive effects for students working on collaborative robotics projects for science process skills, collaborative problem-solving, and learning motivation. In addition, the study examined the impact students' prior robotics experience had on science process…

Becoming an elite official of any sport takes time and experience. Fortunately, an opportunity exists for learning the role of a referee at an earlier time. The role of a referee may be taught to students in physical education classes through the sport education pedagogical model. Previous research of sport education has shown that young students…

To explore the efficacy of equine programming to support positive behavioral development of horse-novice youth, researchers examined trajectories of behavioral change of 5-8th grade students as they participate in an equine facilitated learning program. Behaviors were rated and analyzed to examine group trajectories of change. Results indicated…

In this study, we use the US nationally representative Early Childhood Longitudinal Study-Kindergarten Cohort to examine inequalities in opportunities to learn mathematics. Specifically, we examine the characteristics of US students' elementary school math teachers and the instruction they provide. While our findings are consistent with previous…