SDP workflow compliance shows the largest gain under the zero-paper constraint (d = 3.50, Δ = +1.83)¶
Claim · All claims
Evidence · 1 study · causalr1·q2
Currency · newest study 2025 · 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? SDP Workflow Compliance scores rose from M = 3.00 to M = 4.83, t(27) = 16.53, p < 0.001, d = 3.50, the largest design leap (+1.83) among the indices. → Hossein Talebzadeh 2025
Evidence¶
Hossein Talebzadeh 2025¶
Hossein Talebzadeh. (2025). The Role of Artificial Intelligence in Green Education: Optimizing Teacher Workflow and Enhancing Pedagogical Design under Sustainable Development Pedagogy (SDP) Constraints. 3rd National Conference on Green Industries Innovation, University of Mazandaran. https://conf.umz.ac.ir/gii doi:10.35542/osf.io/x6qzy_v1
q2 · i? · causal · r1
Paired t-test on the SDP Workflow Compliance index (adherence to paperless mandates and digital tool integration) for the same 28 teams. Table 2 reports Baseline M = 3.00 (SD 0.45) versus SDP M = 4.83 (SD 0.47), t(27) = 16.53, p < 0.001, d = 3.50. The article reports this as the largest sub-index gain.
"the most pronounced design leaps occurred within the specific sub-indices of SDP Workflow Compliance (d = 3.50, Δ = +1.83) and Strategic Reflection (d = 3.40, Δ = +1.80)"
Discussion¶
Related Claims¶
- Complexity and innovation of designed tasks improves under the SDP constraint (d = 1.50, Δ = +0.84) — related
- Imposing the SDP zero-paper constraint significantly improves overall instructional design quality (d = 2.80) — a broader claim this one bears on
- Strategic reflection increases substantially under the SDP constraint (d = 3.40, Δ = +1.80) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
sdp-workflow-compliance-largest-gain |
title |
SDP workflow compliance shows the largest gain under the zero-paper constraint (d = 3.50, Δ = +1.83) |
description |
SDP workflow compliance shows the largest gain under the zero-paper constraint (d = 3.50, Δ = +1.83) |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2025 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — hossein-talebzadeh-2025 |
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