AIED ethics publication output is concentrated in Europe, led by the United Kingdom (47%) and Finland (20%)¶
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Evidence · 1 study · reviewr2·q3
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person
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q3 i? 47% of AIED ethics publications originate from the United Kingdom and 20% from Finland, so a European discourse predominates in the field's ethical dimension. → Ana Mouta 2023
Evidence¶
Ana Mouta 2023¶
Ana Mouta, Ana María Pinto-Llorente, Eva María Torrecilla-Sánchez. (2023). Uncovering Blind Spots in Education Ethics: Insights from a Systematic Literature Review on Artificial Intelligence in Education. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-023-00384-9
q3 · i? · review · r2
Mapping question analysis of countries of origin (Fig. 3) of the review's sample finds "47% of the publications originate from the United Kingdom, with Finland contributing 20%". The review contrasts this with the USA's dominance in AIED overall.
"Figure 3 displays that 47% of the publications originate from the United Kingdom, with Finland contributing 20%. Spain and Sweden account for 13% of the papers collectively, while Australia contributes 7%."
Discussion¶
Related Claims¶
- China has overtaken the US as the leading producer of AIEd higher education publications — related
- AI-motivation research is geographically and educationally concentrated: over half of reviewed studies were conducted in China and most in higher education — related
- Authorship of AIED systematic reviews is concentrated in Asia and Europe, with China, Spain, and the United States the most productive countries — related
- Topic modelling yielded 16 topics dominated by four: AI in Education & Pedagogy (39.43%), Applied ML & Data Science (21.33%), AI Ethics Risk & Governance (20.83%), and ChatGPT for Teaching, Writing & Coding (7.13%) — related
- 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 — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
aied-ethics-publications-european-concentration |
title |
AIED ethics publication output is concentrated in Europe, led by the United Kingdom (47%) and Finland (20%) |
description |
AIED ethics publication output is concentrated in Europe, led by the United Kingdom (47%) and Finland (20%) |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2023 |
generated |
by process:wiki-ingest on 2026-10-28 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — ana-mouta-2023 |
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