Consolidating edtech tools enabled DPS to pursue vendor partnerships that systematically compare app usage with student data to evaluate tool effectiveness¶
Claim · All claims
Evidence · 1 study · qualitativer2·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person · recheck by 2028: local conditions change quickly
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? A narrowed set of tools positioned the district to compare app usage with student data through a vendor partnership, an analysis the core team said was impractical with many math apps. → Noakes 2025
Evidence¶
Noakes 2025¶
Noakes, S., Shell, A., & Karim, S. (2025). Driving Edtech Coherence and Intentionality: Denver Public Schools' Innovative Procurement Process. https://doi.org/10.51388/20.500.12265/267
q2 · i? · qualitative · r2
Case-study interview finding about an emerging vendor partnership under the consolidated tool list. The report quotes a core team member explaining that "with a narrowed amount we can have those conversations" about effectiveness; no results of the comparison are yet reported.
"For example, a partnership with one vendor is creating the opportunity for the district to systematically compare app usage with student data to see if the tool is truly effective."
Discussion¶
Related Claims¶
- Cohort purchasing through consolidated edtech procurement produced savings of nearly $200,000 and roughly 50 percent per-license discounts in Denver Public Schools — related
- Developing outcomes-based contracts enabled districts to engage in collaborative, data-driven decision-making processes to select populations, outcomes, and pricing. — related
- Agencies built multi-source linked data systems and worked to increase analytic capacity through hiring, vendor partnerships, and training — related
- The OBC model enabled districts to better establish instructional coherence, support increased student engagement, and assess associated outcomes. — related
- DPS's evaluation process led schools to use safer edtech products by prioritizing student data privacy and accessibility review — related
- Edtech tool access per district grew more than 350% between 2019 and 2025, yet most tools are unused or used at low intensity — related
- Denver Public Schools' cross-functional AI-edtech review cut its edtech portfolio from over 1,000 tools to fewer than 350 while saving millions of dollars — related
- Districts are not yet systematically using TPE-generated information, with technology serving mainly as a repository — related
- Educational science faces a structural mismatch between the pace of educational innovation and the methods used to evaluate developmental impact — related
- Student-developed specialized modules attract substantial online use and are slated for cMOOC reuse with data-based evaluation — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
dps-consolidation-enables-impact-analysis |
title |
Consolidating edtech tools enabled DPS to pursue vendor partnerships that systematically compare app usage with student data to evaluate tool effectiveness |
description |
Consolidating edtech tools enabled DPS to pursue vendor partnerships that systematically compare app usage with student data to evaluate tool effectiveness |
status |
review |
evidence_strength |
weak |
newest_evidence |
2025 |
recheck_by |
2028 |
generated |
by process:wiki-ingest on 2026-10-09 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — noakes-2025 |
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