Background and Context: Cultural and social influences from peers, family, and media shape young people's views on technology careers. This study examines Danish students' perceptions and discourses of IT professionals and technology occupations. Objective: Unlike earlier studies focusing on science or STEM as a monolith, this study specifically…

Stereotypes people hold about computer scientists contribute to underrepresentation in computer science. Perceptions of computer scientists have historically been linked to males and a "nerd" culture, which can lead to lack of interest, particularly for girls. This article presents two studies conducted with two groups of middle…

Computational thinking is a core skill in computer science that has become a focus of instruction in primary and secondary education worldwide. Since 2010, researchers have leveraged Evidence-Centered Design (ECD) methods to develop measures of students' Computational Thinking (CT) practices. This article describes how ECD was used to develop CT…

The fundamentals of computer science are increasingly important to consider as critical educational and occupational competencies, as evidenced by the rapid growth of computing capabilities and the proliferation of the Internet in the 21st century, combined with reimagined national education standards. Despite this technological and social…

This study is part of a larger design study that iteratively improves a robotics programming curriculum as well as a computational thinking (CT) instrument. Its focus was majorly on CT assessment and particularly on an online CT instrument with logging functionality that can store a student's problem-solving process by recording interactions…

Prior studies indicated that children's images of science and engineering greatly influenced their attitude toward career choice. This study explored how elementary school students perceived computer professionals and computer job tasks. Sixty-four students attending computer camps in 2 cities participated in the study. The Draw-a-Scientist Test…

It is hypothesized that the fact whether female and male students were socialized in East or West Germany influences their development of spatial ability differently. In this study 357 students from a West German University (Koblenz) and an East German University (Magdeburg) majoring either in computational visualization (CV) or in non-technical…

This article investigated the impact of using e-learning models' with the principles of constructivism to enhance the critical thinking skills of students in higher education institutions. The study examines the effectiveness of e-learning model in enhancing critical thinking of students at university level. This effectiveness is measured by a…

Pretests measuring critical thinking ability and mental alertness were administered to 72 first-year college students at the beginning of an introductory computer programing course. Posttests administered at the end of the semester showed significant improvement in both areas, indicating that instruction in programing improves students' critical…