Seven enablers of LA-based educational interventions were identified and validated by an international expert panel¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2026 · 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? A survey and two-round Delphi process with international experts identified and validated seven enablers of LA-based educational interventions. → Svetec 2026
Evidence¶
Svetec 2026¶
Svetec, B., Divjak, B., & Kadoić, N. (2026). From learning analytics to educational interventions: enhancing decision-making and learning design. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-026-00620-x
q2 · i? · associational · r1
Delphi round 1 with 18 international experts rated each of seven preliminary enablers on relevance and clarity; the article reports "agreement above 75% for each enabler" on relevance and that the list was comprehensive. Rephrasing proposals produced a revised version 2.
"In Delphi round 1, the experts confirmed that all the enablers were very relevant (agreement above 75% for each enabler) and that the list was comprehensive."
Discussion¶
Related Claims¶
- Institutional strategic orientation received the highest overall SNAP priority (0.2072) among the seven enablers — related
- Experts' AHP priorities cluster into three groups differing by seniority and LA expertise — related
- Delphi experts reached 80% or higher consensus on all major CSM-SU components — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
seven-enablers-la-based-educational-interventions |
title |
Seven enablers of LA-based educational interventions were identified and validated by an international expert panel |
description |
Seven enablers of LA-based educational interventions were identified and validated by an international expert panel |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — svetec-2026 |
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