Carnegie Learning attributes positive practitioner feedback to connecting research to participants' needs, lowering effort barriers, and compensating participation¶
Claim · All claims
Evidence · 1 study · qualitativer1·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¶
Related Claims¶
- Professional development participation is mainly a matter of individual teacher initiative, with the teachers most in need of development least likely to pursue it — related
- Non-participation in intensive professional development reflected enjoyment, preparation, and conceptions of professional development, not experience or science background — related
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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