Claims

Research on generative AI in secondary STEM education is concentrated in the Global North, with 73% of affiliations and the United States accounting for 30% of publications

Claim · All claims
Evidence · 1 study · review r2 · q3
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.

q3 i? 73% of author affiliations are in the Global North; the United States leads with 30% of global publications, and the concentration is even stronger for conference publications (88% Global North, 48% US). → Alissa Fock and Hans-Stefan Siller 2025

Evidence

Alissa Fock and Hans-Stefan Siller 2025

Alissa Fock and Hans-Stefan Siller. (2025). Generative artificial intelligence in secondary STEM education in the light of Human Flourishing: a scoping literature review. International Journal of STEM Education. https://doi.org/10.1186/s40594-025-00589-5

q3 · i? · review · r2

Country categorization of all 183 publications by author affiliations shows "73% of the affilia - tions are situated in the Global North"; the United States accounts for 30% of global publications, followed by China (8%) and Germany (8%).

"Overall, 73% of the affilia - tions are situated in the Global North, and only 27% in the Global South. The distribution across different disci - plines shows that the concentration in the Global North is particularly strong for technology education and sci - ence education"

Discussion

Page metadata
Field Value
type claim
id global-north-concentration-generative-ai-stem-research
title Research on generative AI in secondary STEM education is concentrated in the Global North, with 73% of affiliations and the United States accounting for 30% of publications
description Research on generative AI in secondary STEM education is concentrated in the Global North, with 73% of affiliations and the United States accounting for 30% of publications
status review
evidence_strength moderate
newest_evidence 2025
generated by process:wiki-ingest on 2026-10-15
trust unverified — no one has confirmed this page's content
sources 1 — alissa-fock-and-hans-stefan-siller-2025

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