The authors' data supports that Calculus 1 need not be a prerequisite for lower-level CS courses¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · no dated study recorded · checked against its sources 2026-10-19 (automated, 1 of 1 entry) · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Calc 1 showed the greatest variability in blocking across schools, and the authors state their data supports not requiring Calculus 1 as a prerequisite for lower-level CS courses, consistent with ACM recommendations. → 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
Interpretation of the blocking-factor analysis: Calc 1 could have the largest blocking factor or block nothing at all depending on the school. The article cites ACM curriculum recommendations that Pre-Calculus be the prerequisite for Discrete Structures and there be no math prerequisite for CS 1.
"Our data supports the stance that Calculus 1 need not be a prerequisite for lower-level CS courses."
Discussion¶
Related Claims¶
- Required CS credits and math credits do not differ significantly across women-representation groups — related
- U.S. high schools with high enrollments of students from low-income families are less likely to offer advanced mathematics courses than low-poverty schools — related
- CS programs with higher structural curricular complexity have lower representation of women graduates (ANOVA across three representation groups) — related
- The editorial argues that advanced, technical study of a subject may be worse than useless for the high school teacher of that subject. — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
calculus1-need-not-prerequisite-lower-level-cs |
title |
The authors' data supports that Calculus 1 need not be a prerequisite for lower-level CS courses |
description |
The authors' data supports that Calculus 1 need not be a prerequisite for lower-level CS courses |
status |
review |
evidence_strength |
weak |
source_checked |
2026-10-19 |
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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