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…

Due to swift technological changes in society, programming tasks are proliferating in formal and informal education around the globe. However, challenges arise regarding the acquisition of programming skills. Many students are unequipped to develop programming skills due to limited instruction or background and therefore feel insecure when…

Background: Multilingual learners have been overlooked and understudied in computer science education research. As the CS for All movement grows, it is essential to design integrated, justice-oriented curricula that help young multilingual learners begin to develop computational thinking skills and discourses. Purpose: We present a conceptual…

Computational Thinking (CT) is regarded as a crucial competency for all children in the 21st century. There are misconceptions about CT which confounds CT skills with programming skills. However, CT skills and programming skills are not the same. CT is a broader skillset of cognitive thinking that is integral to complex problem solving. Teaching…

In this study, we have proposed and implemented a sequential data analytics (SDA)-driven methodological framework to design adaptivity for digital game-based learning (DGBL). The goal of this framework is to facilitate children's personalized learning experiences for K-5 computing education. Although DGBL experiences can be beneficial, young…

Since the last curriculum reform in 2011, all Estonian lower-secondary students have to conduct a year-long creative work. Unfortunately, in many cases, it is implemented as an individual written report that has little to do with improving learners' digital competence or Computational Thinking skills. In the new national curriculum (to be in force…

While pair learning (PL) is considered a potential method in STEM education including robotics education (RE), the question of how to pair students for superior learning effects remains. Current grouping strategies for PL in RE are constrained by fixed grouping (FG) and short of attention to dynamic grouping (DG). Therefore, this study aims to…

Robots are useful tools for teaching mathematics and physics and engineering subjects in K-12 setting; they can be utilized in classrooms for explaining difficult and complex concepts because they capture the imagination of students. Rapid developments robotics technology in recent decade, institutions and researchers have employed robots to…

The purpose of this research was to describe the impact of digital game building on fourth grade gifted and talented students' problem-solving, creativity, and collaboration skills. Increasingly, there has been a call to involve students in real-world experiences through projects that explore authentic issues using technology. Game design-based…

Computational thinking (CT) has been introduced in primary schools worldwide. However, rich classroom-based evidence and research on how to assess and support students' CT through programming are particularly scarce. This empirical study investigates 4th grade students' (N = 57) CT in a comparatively comprehensive and fine-grained manner by…

Science, Technology, Engineering, and Mathematics (STEM) entered the general lexicon in the United States within the last ten years. Both Presidents Obama and Trump emphasized STEM education as a priority for the United States because the number of college graduates with STEM degrees is perceived as an important factor contributing to the global…

In this study, the aim was to both develop a valid and reliable measurement tool for determining teachers' attitudes as well as to determine their opinions towards design and skill workshops (DSW). In addition, the researchers aimed to determine how teachers rank design and skill workshops based on their importance. Since an attempt was made to…

Within the past few years there has been an increasing emphasis on making computer science (CS) more accessible for all K-12 students. In 2013 there were 12 states that allowed CS courses to count towards high school graduation, and in 2018 that number had grown to 35 states plus the District of Columbia (Code.org, 2018). Due to the increasing…

Computational thinking (CT) has become a skill that is taught starting from an early age with its increasing popularity. In addition, the opinion that CT is related to other 21st century skills finds its place in the literature. The main purpose of this study is to identify the contributions of scaffolding-based game programming activities to…

Research indicates that understanding levels of abstraction (LOA) and being able to move between the levels is essential to programming success. For K-5 contexts we rename the LOA levels: problem, design, code and running the code. In our qualitative exploratory study, we interviewed five K-5 teachers on their uses of LOA, particularly the design…