Skip to content


NEW OPPORTUNITIESLearn about job, advisory board, and other opportunities.

STAY IN THE KNOW! Subscribe to our newsletter.

A Longitudinal Study of the Relationship between Early Undergraduate Research and Academic Outcomes in Computer Science


Kamen Redfield, Sukham Sidhu, Zackary Glazewski, Cynthia Lee, Diba Mirza, and Christine Alvarado. 2024. A Longitudinal Study of the Relationship Between Early Undergraduate Research and Academic Outcomes in Computer Science. In Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1 (SIGCSE 2024). Association for Computing Machinery, New York, NY, USA, 1119–1125.



This paper reports on the longitudinal impacts of an inclusive, structured research experience program for early career undergraduates in computer science that engages a large number of students from minoritized groups. We compared academic performance and retention in the major for program participants at two large public research universities in the United States vs. a matched control group of demographically and academically similar students. We found that the retention rate of program participants was higher than the control at both universities, though not statistically significantly so. We found no significant difference in post-program GPA, and the program did not erase equity gaps in GPA by race and first generation status that existed before the program. These results help us understand the benefits and limitations of large-scale early research programs for increasing equity in computer science.


Identity, Inclusion, Publications