Introduction: Computer science (CS) lacks representation from people who identify as one or more of the following identities: woman, Black, Indigenous, Hispanic, Latina/Latino/Latinx, or disabled. We refer to these groups as historically underrepresented groups (HUGs). Informal learning, like CS summer camps and hackathons, can increase interest…

The push for computing education in P-12 schools, which parallels the ongoing proliferation of computing in society, has accelerated in recent years. With respect to racially minoritized groups, this dynamic of computing creep has manifested in calls to "broaden participation," typically with the promise of access to economic…

The field of computer science education currently lacks consistency in access, equity, and inclusion for students in historically marginalized groups, particularly students with disabilities. At the same time, research demonstrates a need for high-quality teacher professional development to support the inclusion of students with disabilities in…

This Data Point examines the education and certification qualifications of public school mathematics and computer science teachers in the United States before COVID-19. It uses data from the public school teacher data file of the 2017-18 National Teacher and Principal Survey (NTPS). This is a national sample survey of public and private K-12…

Computer science impacts our lives every day in a multitude of ways. Despite its ubiquity and power to shape the world, the computer science education community continues to struggle with issues of equity. Problems of access, opportunity, influence and achievement are pervasive and while a handful of scholars have investigated specific approaches…

New York City is one of several large school districts around the country that are actively working to promote "computer science for all" students. Launched in 2015, NYC's CS4All initiative aims to ensure that all public school students learn computer science--especially female, Black, and Latinx students, who are starkly…

It has been projected that the U.S. economy will have a surplus of computer science jobs in the future to keep up with innovation and the evolution of the digital world, and more computer science professionals will be needed to fill these jobs. In the past 15-20 years, efforts have been underway that focus on the recruitment and retention of…

There is a consensus that today's students in the U.S. are not prepared to fill the almost 1 million unfilled computing jobs in 2024. In the wake of the Computer Science For All initiative in 2016, advocacy groups, such as the Association for Computing Machinery, Code.org and the Computer Science Teachers Association, actively encourage diversity…

This report explores Massachusetts' progress toward achieving equity in computer science (CS) education. The authors examine 12 years of Advanced Placement CS data, identifying both successes and ongoing challenges to equitable CS education in the Commonwealth. The authors also raise questions to help inform future decision-making and…

In the fall of 2019, well before the appearance of COVID-19, there was heightened concern among U.S. business leaders, economists and investors about a global economic slowdown and the possibility of a recession in 2020. But a downturn in the technology sector was not prominent among their worries. In the decade from 2018 to 2028 computer and…

The underrepresentation of certain groups in computing has led to increasing efforts to develop computing curricula that is responsive and relevant to a more diverse group of learners. The current paper used a Quick Scoping Review methodology to identify research that has implemented and evaluated culturally responsive and relevant K-12 computing…

Despite the increasing number of women receiving bachelor's degrees in computing (i.e., Computer Science, Computer Engineering, Information Technology, etc.), a closer look reveals that the percentage of Black women in computing has significantly dropped in recent years, highlighting the underrepresentation of Black women and its negative impact…

In this essay, Sepehr Vakil argues that a more serious engagement with critical traditions in education research is necessary to achieve a justice-centered approach to equity in computer science (CS) education. With CS rapidly emerging as a distinct feature of K-12 public education in the United States, calls to expand CS education are often…

Despite a growing belief among parents, administrators, and students in computer science's benefits, and millions of dollars allocated to offering it in K-12 schools, gaps in access and participation among Black, Hispanic, and white students persist. Today, computer-science-for-all leaders acknowledge they've hit a plateau and that they need more…

A growing number of initiatives around the country are attempting to expose students to hands-on computer science (CS) curriculum and courses--and to address documented disparities in CS education. Answering the call for computer science expansion and equity, the New York City Department of Education (NYCDOE) launched the CS4All initiative in…