Complexity and innovation of designed tasks improves under the SDP constraint (d = 1.50, Δ = +0.84)¶

Claim · All claims
Evidence · 1 study · causal r1 · q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Complexity & Innovation scores rose from M = 3.82 to M = 4.66, t(27) = 8.05, p < 0.001, d = 1.50, the smallest of the four gains. → 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 Complexity & Innovation index (creativity, authenticity, higher-order cognitive demands per Bloom's Taxonomy, adherence to IAT principles) for the 28 teams. Table 2 reports Baseline M = 3.82 (SD 0.60) versus SDP M = 4.66 (SD 0.55), t(27) = 8.05, p < 0.001, d = 1.50. This was the smallest gain among the four indices.

"4. Complexity & Innovation 3.82 0.60 4.66 0.55 8.05 < 0.001 1.50 (Large) +0.84"

Discussion¶

Related Claims¶

• Strategic reflection increases substantially under the SDP constraint (d = 3.40, Δ = +1.80) — related
• SDP workflow compliance shows the largest gain under the zero-paper constraint (d = 3.50, Δ = +1.83) — related
• Imposing the SDP zero-paper constraint significantly improves overall instructional design quality (d = 2.80) — related