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Computer science enrollment fell across institution types

29 OCTOBER 2026·2 MIN READ·4 SOURCES

The National Student Clearinghouse reported double-digit declines in computer and information science enrollment across institutional types this fall. Its figures show declines at four-year, two-year and graduate institutions.

Computer science enrollment fell across institution types

Key takeaways · 3

  • 01

    The Clearinghouse reported computer and information science enrollment declines across institutional types.

  • 02

    The figures were down 12.4% at four-year institutions, 12.3% at two-year institutions and 10.4% at graduate institutions.

  • 03

    Treat the figures as preliminary: the Clearinghouse says its estimates can be revised, and the data exclude international students.

The declines span institution types

The Clearinghouse’s quoted figures show computer science enrollment down 12.4% at four-year institutions and 12.3% at two-year institutions; its graduate-institution figure is down 10.4%.[1] The organization said computer and information science enrollment had double-digit decreases across institutional types.[1] The figures are not identical across institution types, so professionals comparing programs should keep the categories separate rather than treating the numbers as one uniform decline. Over a two-year period, undergraduate computer science programs lost 18.4% of their students and graduate programs lost 27.1%, according to figures reported by Business Standard.[2]

Enrollment trends diverge by field

The declines contrast with overall postsecondary enrollment, which rose 0.2% from last fall in the Clearinghouse’s preliminary data.[1] Undergraduate enrollment across all fields rose 0.6% this fall, its fourth consecutive year of growth, while graduate enrollment across all fields fell 1.6%.[3][1] A 3.7% drop in master’s enrollment primarily drove the overall graduate decline.[1] Health majors, by comparison, gained enrollment across undergraduate four-year, undergraduate two-year and graduate programs.[4] The broader picture is therefore mixed: results differ by field, level and institution type.

AI and entry-level work provide context

The enrollment figures do not establish why students chose or left computer science programs. Bloomberg reported that AI’s rise has made it harder for computer science graduates to find jobs in recent years and that companies are eliminating many entry-level coding roles.[2] A Bureau of Labor Statistics report in August said computer and mathematics jobs would feel the most impact from AI.[2] These reports make employment prospects relevant context for education and workforce planning, but the supplied figures do not demonstrate that AI caused the enrollment declines.

The estimates have important limits

The Clearinghouse says its preliminary fall enrollment report uses a panel of institutions that consistently reported fall enrollment in the years covered.[1] It also says the preliminary estimates are subject to revision.[1] The data do not include international student enrollment.[2] Those limits matter when comparing this snapshot with other sources or using it to guide a specific institution’s decisions. The figures describe reported enrollment patterns; they do not show the reasons behind individual students’ choices.

Education leaders and workforce planners may need to distinguish demand for particular programs from enrollment trends across higher education as a whole. Employers can use the reported job-market context to review entry-level hiring plans, while avoiding the assumption that the enrollment figures prove AI caused students’ decisions.

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How this developed

  1. 29 October 2026

    Computer science enrollment fell across institution types

Sources

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