Educators need a shift in adult mindsets—from evaluative/accountability data use toward improvement-oriented use—for student experience data to improve practice¶
Claim · All claims
Evidence · 1 study · qualitativer2·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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q2 i? Stakeholders reported that using student experience data for improvement requires a concurrent shift in educators' mindsets, with some educators approaching the data with incredulity, low self-efficacy, or threat. → Faye Kroshinsky 2026
Evidence¶
Faye Kroshinsky 2026¶
Faye Kroshinsky, Mary Ann Pitcher, Jackson Overton-Clark, Shanette Porter. (2026). Supports for Centering Student Experience. UChicago Consortium Field Scan. https://consortium.uchicago.edu/publications/supports-for-centering-student-experience
q2 · i? · qualitative · r2
Qualitative field scan of 60-minute interviews with 27 CPS staff and external partner stakeholders (December 2023–February 2024); participants reported that "using student experience data requires a shift" in educators' orientation toward data use, noting threatened versus empowered mindsets.
"a number of district staff and external partners iden- tified that using student experience data requires a shift in education stakeholders’ understanding and orien- tation towards data use."
Discussion¶
Related Claims¶
- Key officials describe a shift from a punitive top-down accountability approach to a collaborative, improvement-focused model that fostered trust and communication — related
- Simulation-response convergence was corroborated by survey-based changes in mindsets and practices and by human rater ratings for Roster Justice — related
- Shifting away from traditional IRE recitation toward student participation in discussion improves student learning — related
- Technical restorative practices implementation falls short when the adaptive components of values, mindsets, and beliefs have not shifted — related
- Providing a learner profile shifts an LLM's selected instructional strategies from content-focused to learner-centered — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
adult-mindset-shift-student-experience-data |
title |
Educators need a shift in adult mindsets—from evaluative/accountability data use toward improvement-oriented use—for student experience data to improve practice |
description |
Educators need a shift in adult mindsets—from evaluative/accountability data use toward improvement-oriented use—for student experience data to improve practice |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-08 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — faye-kroshinsky-2026 |
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