School administrators underestimate parental demand for computer science education and face resource and prioritization barriers¶
Claim · All claims
Evidence · 1 study · theoreticalr2·q2
Currency · newest study 2016 · not yet checked against its sources · not reviewed by a person · overdue for a recheck since 2021: 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.
q2 i? Administrators significantly underestimate parental demand for computer science learning, and lack of qualified teachers and resources makes offering CS difficult, especially in rural and small districts. → Yadav 2016
Evidence¶
Yadav 2016¶
Yadav, A., Hong, H., & Stephenson, C. (2016). Computational Thinking for All: Pedagogical Approaches to Embedding 21st Century Problem Solving in K-12 Classrooms. TechTrends. https://doi.org/10.1007/s11528-016-0087-7
q2 · i? · theoretical · r2
The article attributes to a Google (2015) report the finding that administrators "significantly underestimate paren- tal demand for access to computer science learning," and cites CSTA (2013) and Google on lack of qualified teachers and resources, with rural and small districts facing starker challenges. No effect sizes are printed.
"Google ( 2015) found that while students, parents, teachers, and administrators value computer science educa- tion, school administrators significantly underestimate paren- tal demand for access to computer science learning for all students"
Discussion¶
Related Claims¶
- Competing priorities for instructional time (environmental context) was the most salient barrier to teachers' implementation of a supplemental language curriculum — a broader claim this one bears on
- Rural SIG schools reported additional challenges from remote locations and large catchment areas beyond those reported by nonrural SIG schools — related
- Administrators in eight of nine rural SIG schools reported rural-setting factors, chiefly long teacher commutes (six schools) or isolated communities (four), that hampered teacher recruitment or retention — a narrower finding that bears on this claim
- Black students are less likely than white students to attend schools offering computer science classes — related
- Rural school settings' distance from urban areas and long commutes can exacerbate the challenges struggling rural schools face — related
- 76.5% of students demand a shift toward hands-on practical computer activities over theoretical instruction — related
- Nine out of ten U.S. parents want their children to learn coding at school — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
administrators-underestimate-cs-demand-barriers |
title |
School administrators underestimate parental demand for computer science education and face resource and prioritization barriers |
description |
School administrators underestimate parental demand for computer science education and face resource and prioritization barriers |
status |
review |
evidence_strength |
weak |
newest_evidence |
2016 |
recheck_by |
2021 |
generated |
by process:wiki-ingest on 2026-10-17 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yadav-2016 |
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