In computer science, students could benefit from exposure to critical programming concepts from multiple perspectives. Peer review is one method to allow students to experience authentic uses of the concepts in an activity that is not itself programming. In this work, we examine how to implement the peer review process in early, object-oriented…

In this NSF CSforALL funded research study, the authors sought to understand the extent to which an urban district's teacher instructional support network enabled or constrained capacity to implement and diffuse Digital Literacy and Computer Science (DLCS) instructional practices throughout the K-12 curriculum. Social network analysis was used to…

Computing education has been an important and sometimes contentious issue ever since the advent of modern computing. Debates about computing education have closely followed job markets, technological development, academic interests, societal concerns, and changes in the perception of computing. The themes in computing education debates can be…

Learning programming has become more and more popular and organizing introductory massive open online courses (MOOCs) on programming can be one way to bring this education to the masses. While programming MOOCs usually use automated assessment to give feedback on the submitted code, the lack of understanding of certain aspects of the tasks and…

A parsing algorithm visualizer is a tool that visualizes the construction of a parser for a given context-free grammar and then illustrates the use of that parser to parse a given string. Parsing algorithm visualizers are used to teach the course on compiler construction which in invariably included in all undergraduate computer science curricula.…

Originally intended as a replication study, this study discusses differences in problem solving performance among different domains caused by the same instructional intervention. The learning sciences acknowledges similarities in the learners' cognitive architecture that allow interventions to apply across domains, but it also argues that each…

Average salaries of full-time STEM workers with some college education was 26 percent higher than non-STEM workers with a similar education, according to a recent analysis by the Pew Research Center of Census data on the STEM workforce from 1990 to 2016. Health-related occupations had the largest concentration of women in STEM jobs. Of the nine…

Level of postsecondary schooling and field of study remain significant markers of social stratification. However, the extent to which these various types of postsecondary schooling influence the labor market outcomes of recent male and female graduates is unknown. Drawing on data from Statistics Canada's 2013 National Graduates Survey, we examine…

The impact of developing technologies is also observed in educational environments where many digital content-based applications are used. When the studies conducted are examined, it is seen that the applications where digital content is presented to students constitute the majority. However, considering the 21st century skills, more is needed to…

Given the workforce demand for computer scientists, especially more racially, ethnically, and gender diverse computer scientists (U.S. Bureau of Labor Statistics, 2016), significant efforts have been made to recruit underrepresented groups to major in computer science (CS; National Science Foundation, 2018). However, there is very little research…

Massive open online courses (MOOCs) require registered learners to be autonomous in their learning. Nevertheless, prior research studies showed that many learners lack the necessary self-regulated learning (SRL) skills to succeed in MOOCs. This research study aimed to gain insights into the relationships that exist between SRL and background…

This study was conducted to determine the effect of Tinkercad use in computer programming education on students ' computational thinking skills and perceptions. In this context, 583 secondary school students studying in Ankara province of Turkey at the fifth, sixth, seventh and eighth grade level in the 2019-2020 academic year constitute the…

Aim/Purpose: This study aimed to reveal the effect of the previous Internet-based education (IBE) experiences of the students' readiness, attitude, and self-control/self-management variables towards the e-learning process, and also to determine their opinions. Background: The institutions have made efforts to ensure the continuity of education…

Recent changes have been made in Science, Technology, Engineering, and Mathematics (STEM) education in the United States with the goal of increasing the number of students pursuing degrees and careers in STEM. The Next Generation Science Standards (NGSS) integrate new science and engineering standards in an attempt to achieve this goal and are the…

Starting with the advent of the Internet, the concept of online distance education became a more vibrant and viable alternative and has grown rapidly. With the arrival of the COVID-19 pandemic and low-cost Internet-based videoconferencing, more hybrid options have become the standard in the current pandemic global environment. This study explores…