CS programs with higher structural curricular complexity have lower representation of women graduates (ANOVA across three representation groups)¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · no dated study recorded · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person
Subclaims¶
Reading the evidence codes
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q2 i? Among 60 CS degree programs grouped by representation of women graduates, structural complexity differed significantly across groups, with higher complexity correlated with lower representation of women. → Albert Lionelle 2024
Evidence¶
Albert Lionelle 2024¶
Albert Lionelle, McKenna Quam, Carla Brodley, and Catherine Gill. 2024. Does Curricular Complexity in Computer Science Influence the Representation of Women CS Graduates?. In Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1 (SIGCSE 2024). https://doi.org/10.1145/3626252.3630835
q2 · i? · associational · r2
Observational analysis of 60 CS degree maps grouped by women's representation (Group 1 above 20%, Group 2 15–20%, Group 3 at or below 15%). An ANOVA on structural complexity found "statistically significant" group differences, with mean complexity 162.7±12.8 (Group 1) versus 218.9±13.1 and 219.6±14.4 (Groups 2 and 3).
"The result was statistically significant (F-Statistic of 6.3203 and𝑝 value of 0.003); higher curricular complexity is correlated with lower representation of women."
Discussion¶
Related Claims¶
- Required CS credits and math credits do not differ significantly across women-representation groups
- Blocking factors of CS 1 and CS 2 differ significantly across women-representation groups, with lower-blocking programs having higher representation of women — a narrower finding that bears on this claim
- Programs with higher representation of women require a smaller share of core CS credits (26% vs 33%) and offer more flexibility — a narrower finding that bears on this claim
- School rank shows little correlation with percentage of women CS graduates (r = -0.36), suggesting prestige does not explain the complexity–representation relationship — related
- The authors' data supports that Calculus 1 need not be a prerequisite for lower-level CS courses — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
cs-curricular-complexity-inversely-related-women-representation |
title |
CS programs with higher structural curricular complexity have lower representation of women graduates (ANOVA across three representation groups) |
description |
CS programs with higher structural curricular complexity have lower representation of women graduates (ANOVA across three representation groups) |
status |
review |
evidence_strength |
moderate |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-16 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — albert-lionelle-2024 |
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