Teachers link low motivation and buy-in to middle-school developmental constraints, peer norms, and prior negative experiences with math or i-Ready¶
Claim · All claims
Evidence · 1 study · qualitativer3·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
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? Teachers described students who disengage without visible frustration and attributed motivation problems to developmental, peer, and prior-experience factors. → Conrad Borchers 2026
Evidence¶
Conrad Borchers 2026¶
Conrad Borchers. (2026). Framing the 5% Problem: Teachers’ Perspectives on Persistence in Educational Technology. https://arxiv.org/abs/2606.22294 doi:10.48550/arxiv.2606.22294
q2 · i? · qualitative · r3
Motivation and buy-in theme from the workshop's thematic analysis. Teachers reported overt and covert disengagement, including students who "comply without effort, or disengage without visible frustration," and attributed motivation to developmental constraints, peer norms, and prior negative experiences.
"Teachers described students who “do not care,” comply without effort, or disengage without visible frustration. They linked mo- tivation to middle-school developmental constraints, peer norms, and prior neg- ative experiences with math or i-Ready."
Discussion¶
Related Claims¶
- Learners' task-specific self-efficacy beliefs predict whether they initiate, persist through, and recover from difficulty on academic tasks. — related
- Teacher emotional support buffers the negative association between low math self-efficacy and low engagement — related
- Middle school mathematics teachers frame low persistence in i-Ready Math as an interaction among motivational, cognitive, and contextual factors, with four recurring themes — related
- Prior research established correlations between observable student experiences such as frustration and clickstream data in ASSISTments, enabling experience-variable equity research without demographic data — related
- Student disengagement in adaptive learning platforms is linked to technical problems, boredom with long or irrelevant content, insufficient challenge and feedback, and declining engagement over time — related
- Frustration at not understanding a concept is perceived to motivate exploration and persistence, while frustration attributed to teachers or curriculum impairs motivation — related
- No significant impact of frustration or boredom (or anxiousness, discouragement, distractedness) on practice performance was found — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
motivation-buy-in-theme-persistence |
title |
Teachers link low motivation and buy-in to middle-school developmental constraints, peer norms, and prior negative experiences with math or i-Ready |
description |
Teachers link low motivation and buy-in to middle-school developmental constraints, peer norms, and prior negative experiences with math or i-Ready |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — conrad-borchers-2026 |
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