English

Push and Pull in Community College Cross-Enrollment: Remoteness, Articulation, and Student Mobility

Computers and Society 2026-05-19 v1

Abstract

Cross-enrollment across institutions can expand access to courses and support student progression. Still, little is known about how geographic constraints and institutional policies jointly shape cross-enrollment within community college (CC) systems. We adopt a push-pull framework: geographic remoteness constrains feasible cross-institution mobility, while credit mobility may attract enrollment expressed as articulation (CC-to-university: credit toward a four-year partner) and course equivalencies (CC-to-CC: equivalencies across the system). Using de-identified administrative records from a 12-institution community college system (100,547 students; 1,290,311 course enrollments), we quantify outgoing and incoming cross-enrollment and relate these patterns to institutional remoteness and credit mobility. We find that less remote colleges exhibit higher outgoing and incoming cross-enrollment than more remote colleges. Further, cross-enrolled students are more likely to take articulated courses, and institutions with higher equivalency ratios receive higher incoming cross-enrollment (8.62% vs. 6.70%). This association was slightly stronger at more remote colleges. This study demonstrates how analysis of complex college systems can surface factors shaping student mobility and inform the design of cross-enrollment and articulation policies in CC systems.

Keywords

Cite

@article{arxiv.2605.16992,
  title  = {Push and Pull in Community College Cross-Enrollment: Remoteness, Articulation, and Student Mobility},
  author = {Conrad Borchers and Robin Schmucker and Ashutosh Tiwari and Zachary A. Pardos},
  journal= {arXiv preprint arXiv:2605.16992},
  year   = {2026}
}

Comments

Accepted as work-in-progress paper to the 13th ACM Conference on Learning @ Scale (L@S '26)