Claims

School administrators underestimate parental demand for computer science education and face resource and prioritization barriers

Claim · All claims
Evidence · 1 study · theoretical r2 · 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

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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