Claims

Carnegie Learning attributes positive practitioner feedback to connecting research to participants' needs, lowering effort barriers, and compensating participation

Claim · All claims
Evidence · 1 study · qualitative r1 · q2
Currency · newest study 2022 · not yet checked against its sources · not reviewed by a person

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? In two engagement approaches (a district research project and design thinking workshops), Carnegie Learning received positive practitioner feedback, attributed to emphasizing research goals, connecting with participants' needs, making time commitments clear, lowering effort barriers, and compensating practitioners. → cl-1

Evidence

cl-1

Pautz Stephenson, S., Banks, R., & Pakhira D. (2022, December). Practitioners at the center: Catalyzing research on problems of practice in realistic settings. Digital Promise. https://doi.org/10.51388/20.500.12265/164

q2 · i? · qualitative · r1

Case narrative of Carnegie Learning's (UpGrade) two engagement approaches: a research project with three school districts testing whether personalizing math word problems improves students' sense of belonging and academic outcomes, and design thinking workshops where practitioners developed personas constraining A/B experiment topics. Incentives included scholarships to The National Institute conference and stipends.

"They received positive feedback from practitioners in both projects, which they attribute to how they emphasized the goals of the research and how they authentically connected with participants' needs, made time commitments clear and lowered barriers of effort for teachers and administrators, and compensated practitioners for their participation."

Discussion

Page metadata
Field Value
type claim
id carnegie-learning-practitioner-engagement-tactics
title Carnegie Learning attributes positive practitioner feedback to connecting research to participants' needs, lowering effort barriers, and compensating participation
description Carnegie Learning attributes positive practitioner feedback to connecting research to participants' needs, lowering effort barriers, and compensating participation
status review
evidence_strength weak
newest_evidence 2022
generated by process:wiki-ingest on 2026-10-09
trust unverified — no one has confirmed this page's content
sources 1 — cl-1

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