Claims

Existing AI × SEL policy claims concentrate at macro and meso levels, with almost none at the classroom level

Claim · All claims
Evidence · 1 study (2 entries) · review r2 · 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? Of 31 identified policy implication claims, 16 target the macro level, 14 the meso level, and only one the micro level of classroom pedagogical practice. → Tran Van Cuong 2026

Evidence

Tran Van Cuong 2026

Tran Van Cuong, Liu Yihan, Nguyen Van Tuong. (2026). The Policy Deficit in AI x Social-Emotional Learning Research. https://arxiv.org/abs/2608.29950 doi:10.48550/arxiv.2608.29950

q2 · i? · review · r2

Qualitative WH-framework coding of the 31 implication narratives extracted from the 18 papers with policy content. The review reports "16 implications target the macro -level of policy", 14 meso-level claims, and only one micro-level claim (Jafari et al., 2026).

"16 implications target the macro -level of policy."

Tran Van Cuong 2026 (2)

Tran Van Cuong, Liu Yihan, Nguyen Van Tuong. (2026). The Policy Deficit in AI x Social-Emotional Learning Research. https://arxiv.org/abs/2608.29950

q2 · i? · review · r2

Same coding exercise: the review reports "14 claims out of 31 claims are implications at the meso level", emphasizing institutional integration, school culture, teacher training, and flexible resource allocation.

"14 claims out of 31 claims are implications at the meso level."

Discussion

Page metadata
Field Value
type claim
id policy-claims-macro-meso-dominance
title Existing AI × SEL policy claims concentrate at macro and meso levels, with almost none at the classroom level
description Existing AI × SEL policy claims concentrate at macro and meso levels, with almost none at the classroom level
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 2 — tran-van-cuong-2026, tran-van-cuong-2026-2

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