Mark Muro, Robert Maxim, and Jacob Whiton, Automation and Artificial Intelligence: How machines are affecting people and places, Brookings Institute, 1/24/2019
College Board Newsroom, New Data: AP Computer Science Principles Course Bringing More Diverse Set of Students Into Computer Science Pipeline, 12/9/2020
Dian Schaffhauser, Number of Female Students, Students of Color Tackling Computer Science AP on the Rise, THE Journal, 8/19/2019
College Board, AP Computer Science Principles: Research Findings
Code.org, Why Computer Science?
Code.org, Dig Deeper into AP Computer Science