Efforts to broaden participation in computing have largely focused on access at the K–12 and undergraduate levels, with comparatively less attention to inequities in access to graduate education, particularly for students from low-income backgrounds. Graduate education plays a critical role in shaping advanced technical careers and research trajectories in computing, yet pathways into graduate study remain unevenly visible and accessible. This paper presents findings from Computing Graduate Pathways (CGS; pseudonym), an NSF S-STEM–funded, multi-institutional scholarship and support program designed to expand graduate education access for low-income computing students. CGS was launched in 2021 across three public research universities in the southeastern United States and combines need-based financial support with cohort-based co-curricular programming, mentoring, and structured exposure to graduate education pathways. To examine how individual experiences and programmatic supports shape students’ decisions to attend graduate school, we conducted semi-structured interviews with 11 CGS participants in Spring 2025 who had completed or were nearing completion of their undergraduate degrees and had enrolled in or graduated from graduate programs. Interview data were analyzed using reflexive thematic analysis to identify project-wide patterns in students’ reasoning and decision-making. Our findings indicate that financial support was a central catalyst in enabling students to consider graduate education as a viable option, particularly when scholarship funding extended across undergraduate and graduate study. In addition to financial resources, students emphasized the importance of mentorship, advising, peer connections, and community-based program activities in building confidence, clarifying graduate school processes, and making graduate pathways feel attainable. As CGS concludes its funding period, these findings highlight the importance of integrating financial, informational, and social supports to expand equitable graduate pathways in computing. The paper offers actionable insights for institutions and funding agencies seeking to design programs that make graduate education more transparent, accessible, and inclusive for low-income students.
http://orcid.org/https://0009-0000-8354-9776
Florida International University
[biography]
http://orcid.org/0000-0002-3149-2306
Florida International University
[biography]
http://orcid.org/https://0000-0003-1770-7363
The Ohio State University
[biography]
http://orcid.org/0009-0003-4170-0521
University of South Florida
[biography]
The full paper will be available to logged in and registered conference attendees once the conference starts on June 21, 2026, and to all visitors after the conference ends on June 24, 2026