Research Identified College Major Representation Gaps
A study published September 3, 2026, analyzed academic achievement and demographics across U.S. college majors.
Updated on Sept. 19, 2026 in College Applications

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Should college admissions and major selection prioritize potential over prior academic performance to ensure equity?
A study published on September 3, 2026, revealed that gender and LGBTQ+ representation in college majors does not align with high school achievement levels. Researchers found systemic disparities in fields like engineering and computer science compared to historical performance.
Why it matters
These findings highlight how academic paths remain skewed by demographic factors rather than individual high school performance. Understanding these patterns is essential for addressing equity in higher education and workforce development.
Data indicates women earn 25% of undergraduate engineering degrees and 18% of computer science degrees. The analysis encompassed 6,340 students from a 2009 study and 12,950 students from a 2016 cohort.
The players
NYU Steinhardt
This is an academic school within New York University that conducts research on education, culture, and human development.
Nature Human Behavior
This is a peer-reviewed scientific journal that publishes research on human behavior from a wide range of social and natural sciences.
The details
The research, published in Nature Human Behavior, examined how demographic groups track into various majors relative to their prior academic success. It notably found that straight cisgender men with below-average high school grades were overrepresented in engineering, computer science, business, and economics.
Timeline
2009-2010: The High School Longitudinal Study cohort began their first year of high school.
2016: The Baccalaureate and Beyond Longitudinal Study cohort completed their bachelor degrees.
September 3, 2026: The research findings were published in Nature Human Behavior.
Culture Shift
This research follows the documented trend of examining educational equity through large-scale longitudinal tracking. It updates the understanding of institutional barriers by contextualizing historical performance data against modern demographic enrollment metrics.
The findings suggest that students and families should be aware of how systemic biases may influence major selection, potentially impacting career preparation and outcomes. Recognizing these trends can help students advocate for themselves and seek support when entering fields where their demographic is underrepresented.
The takeaway
The data demonstrates that academic achievement alone does not guarantee equal access to all undergraduate disciplines. Prospective students should research the culture and demographics of specific departments when planning their college path.
Further reading
For more context on how students navigate degree paths, visit the College Applications section.
More information
Read the complete Nature Human Behaviour research publication for a detailed breakdown of the longitudinal data.
Source note: This article includes information reported by SciTechDaily.
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Should college admissions and major selection prioritize potential over prior academic performance to ensure equity?










