Claims

Computing education has historically excluded marginalized student populations, and large inequities in access persist

Claim · All claims
Evidence · 1 study · theoretical r2 · q1
Currency · newest study 2021 · not yet checked against its sources · not reviewed by a person · recheck by 2026: baselines and conditions change

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.

q1 i? The education system has historically prepared only some students with computational skills and has systematically excluded certain student populations, with large inequalities persisting in access to equipment and learning opportunities for students experiencing marginalization. → inequity-arg

Evidence

inequity-arg

Mills, K., Coenraad, M., Ruiz, P., Burke, Q., & Weisgrau J. (2021, December). Computational thinking for an inclusive world: A resource for educators to learn and lead, Quick start and discussion guide. Digital Promise. https://doi.org/10.51388/20.500.12265/140

q1 · i? · theoretical · r2

Theoretical argument in the guide's introduction, citing prior scholarship (Margolis and colleagues; Code.org et al., 2020) rather than presenting new data. The guide defines students experiencing marginalization in computing as "Black, Native American, and Latinx students; students with disabilities; girls and non-binary students."

"our education system has historically prepared only some students with these skills (Margolis, Goode, & Ryoo, 2015) and has systematically excluded certain student populations (Margolis et al, 2008). Large inequalities continue to exist in access to equipment and learning opportunities needed to build computational skills for students that experience marginalization"

Discussion

Page metadata
Field Value
type claim
id computing-education-historic-exclusion-inequity
title Computing education has historically excluded marginalized student populations, and large inequities in access persist
description Computing education has historically excluded marginalized student populations, and large inequities in access persist
status review
evidence_strength weak
newest_evidence 2021
recheck_by 2026
generated by process:wiki-ingest on 2026-10-09
trust unverified — no one has confirmed this page's content
sources 1 — inequity-arg

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