This report focuses on the NYC Computer Science for All (CS4All) initiative's efforts to build schools' capacity to expand access to CS across the district. Launched in 2015, CS4All aimed to provide a meaningful CS experience to every student at least once within each grade band (K-2, 3-5, 6-8, 9-12). As the initiative matured, it also began to…

METRICS was a 5-year grant program funded by the U.S. Department of Education designed to immerse elementary school students in computer science. METRICS components included 1) creation and implementation of rigorous computer science curriculum units and assessments to support STEM coursework connected across all subjects through problem-based…

The participation and engagement of traditionally underrepresented students remained low in computer science subjects and career paths, especially women and women of color. In terms of the urgent need to achieve intellectual diversity within the computer science field, many institutions strived to broaden the participation of women and women of…

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…

Computing in some form touches nearly every aspect of day to day life and is reflected in the ubiquitous use of cell phones, the expansion of automation into many industries, and the vast amounts of data that are routinely gathered about people's health, education, and buying habits. Computing is now a part of nearly every occupation, not only…

Computer science and coding skills are widely recognized as a valuable asset in the current and projected job market. The Bureau of Labor Statistics projects 37.5 percent growth from 2012 to 2022 in the "computer systems design and related services" industry--from 1,620,300 jobs in 2012 to an estimated 2,229,000 jobs in 2022. Yet some…

Access to science, technology, engineering, and mathematics fields serves as a key entry point to economic mobility and civic enfranchisement. Such access must take seriously the intellectual power of the knowledge and practices of non-dominant youth. In our case, this has meant to shift epistemic authority in mathematics from academic…

Advanced Placement (AP), launched in 1955 by the College Board as a program to offer gifted high school students the opportunity to complete entry-level college coursework, has since expanded to encourage a broader array of students to tackle challenging content. This Education Commission of the State's Policy Analysis identifies key components of…

Building on research that identifies and addresses issues of women's underrepresentation in computing, this article describes promising practices in undergraduate research experiences that promote women's long-term interest in computer science and engineering. Specifically, this article explores whether and how REU programs include programmatic…

The gender digital divide has been widely discussed and researched over the years. Previous studies have focused on a number of factors such as computer attitude, computer anxiety, computer self-efficacy, and computer experience. This study empirically tested the sensitivity of a learning style instrument, the "Gregorc Style Delineator"…

Few early intervention efforts have improved the representation of women in computer science and engineering (CSE) disciplines, but pair programming has shown promise for reducing gender differences among college students. The current study is the first to examine this promising practice in middle school. In an effort to better understand what…

Despite the digital saturation of today's youth across demographic groups, students of color and females remain severely underrepresented in computer science. Reporting on a sequential mixed methods study, this article explores the ways that high school computer science teachers can act as change agents to broaden the participation in computing…

The purpose of this exercise was to determine whether any of the available demographic or academic variables show distinct trends in three specific discipline areas that differ from those of other areas: (1) Engineering, (2) Computer Sciences, and (3) Biological Sciences. Using data from 39,087 SUS graduates in 2002-03 and of 324,164 science…