Claims

In the Learner Variability Navigator case, feedback loops across multiple partners generated an output of need that the authors say simple surveys may not have produced

Claim · All claims
Evidence · 1 study · design r1 · q1
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.

q1 i? Engaging in feedback loops within a generator structure created synergistic effects that produced organically generated outputs supporting the LVP team's goals, and the authors suggest the outputs may have been significantly different had the team relied on simple survey responses. → lvn-case

Evidence

lvn-case

Baker, A., Weisgrau, J., & Brister Philyaw, K. (2022, May). Feedback loops: Mapping transformative interactions in education innovation. Digital Promise. https://doi.org/10.51388/20.500.12265/155

q1 · case study · i? · no effect size · design · r1

Case study analysis of the Learner Variability Navigator learner model refresh, mapped as a generator structure with the LVP team as central facilitator/designer in feedback loops with an advisor, educator consultants, and a practitioner advisory board. The authors' counterfactual interpretation, not a measured comparison.

"In this case, feedback loops served to push a programmatic goal forward by generating and utilizing knowledge across multiple partners and contexts to create an output of need. Had the LVP team chosen to rely on simple survey responses, the outputs may have been significantly different"

Discussion

Page metadata
Field Value
type claim
id lvn-generator-feedback-loop-case
title In the Learner Variability Navigator case, feedback loops across multiple partners generated an output of need that the authors say simple surveys may not have produced
description In the Learner Variability Navigator case, feedback loops across multiple partners generated an output of need that the authors say simple surveys may not have produced
status review
evidence_strength weak
newest_evidence 2022
generated by claude/unspecified on 2026-09-25
trust unverified — no one has confirmed this page's content
sources 1 — lvn-case

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