Districts rely more on peer recommendations and pilots than on rigorous evidence when choosing ed-tech products¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2015 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person
Evidence quality · No study behind this claim is a peer-reviewed article with a DOI: it rests on a source with no registered publication record (a web page, book or unpublished report). It is kept because a design page cites it; treat it as a lead to check, not an established finding.
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? District respondents report relying on pilot tryouts (62 percent) and peer or consultant recommendations (59 percent) more often than rigorous evidence (49 percent). → Improving Ed-Tech Purchasing: Identifying the key obstacles and potential solutions for the discovery and acquisition of K-12 personalized learning tools 2015
Evidence¶
Improving Ed-Tech Purchasing: Identifying the key obstacles and potential solutions for the discovery and acquisition of K-12 personalized learning tools 2015¶
Improving Ed-Tech Purchasing: Identifying the key obstacles and potential solutions for the discovery and acquisition of K-12 personalized learning tools. (2015). Digital Promise. https://digitalpromise.org/marketplace
q2 · i? · associational · r1
Survey and interview data on district information sources show reliance on "peer recommendations and 'pilots' within the district"; the accompanying chart of district responses reports pilot tryouts at 62 percent and peer or consultant recommendations at 59 percent, against 49 percent for rigorous evidence (the 81 percent beside peer recommendations in the same chart is the providers' response, not the districts').
"In the absence of trusted evidence of product success, it appears districts rely heavily on peer recommendations and "pilots" within the district."
Discussion¶
Related Claims¶
- No readily accessible sources of rigorous evidence exist for most ed-tech products — related
- School districts and ed-tech developers hold different perspectives on the role and value of school-based technology pilots in procurement — related
- Districts defined pilot success differently, making it difficult to set a standard for evaluating product effects on student improvement — related
- Pilots conducted by one's own school or district are the most frequently cited evidence type for program adoption decisions, followed by colleague recommendations — related
- Most district ed-tech needs assessments are informal; formal needs assessments are rare — related
- Trust amongst peers is high while trust of outsiders is low, and vendor relationships in districts follow a long consultative sales cycle — related
- Most surveyed ed tech developers report their products are informed by research, but purchasers struggle to evaluate that research — related
- Districts engage with edtech products primarily through three scenarios: RFPs, vendor pitches, and peer recommendations — related
- District teams struggled to produce rigorous, reliable evidence for assessing their improvement work — related
- Without clear quality signals, district boards default to the lowest bid when comparing edtech products — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
districts-rely-peer-recommendations-pilots-over-rigorous-evidence |
title |
Districts rely more on peer recommendations and pilots than on rigorous evidence when choosing ed-tech products |
description |
Districts rely more on peer recommendations and pilots than on rigorous evidence when choosing ed-tech products |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2015 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-09 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — improving-ed-tech-purchasing-identifying-the-key-obstacles-and-potential-solutions-for-the-discovery-and-acquisition-of-k-12-personalized-learning-tools-2015 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.