AIED research effort is imbalanced across learning contexts, with workplace, professional and continuing education far less studied than K-12 and higher education¶
Claim · All claims
Evidence · 1 study · qualitativer2·q2
Currency · newest study 2021 · 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? Search-result counts in IJAIED and Google Scholar indicate an imbalance in research effort across learning contexts, with workplace learning, professional learning and continuing education sparsely covered. → Pammer-Schindler 2021
Evidence¶
Pammer-Schindler 2021¶
Pammer-Schindler, V. & Rosé, C. (2021). Data-Related Ethics Issues in Technologies for Informal Professional Learning. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-021-00259-x
q2 · i? · qualitative · r2
Indicative full-text search counts dated March 2, 2020 (e.g., IJAIED: K-12 16, higher education 21, workplace learning 1, professional learning 0); the authors call the numbers "merely indicative". No effect sizes.
"While these numbers are merely indicative, they do show an imbalance in how research effort has been invested across different learning contexts, where the number of publications serves as proxy for invested research effort."
Discussion¶
Related Claims¶
- AIED conference authorship is strongly WEIRD-imbalanced, with 90% of first authors from WEIRD institutions and no African first authors — related
- Cultural variations exist in emotion and other psychological topics of interest to AIED, so psychology research influencing AIED is likely WEIRD-imbalanced — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
aied-research-effort-imbalance-contexts |
title |
AIED research effort is imbalanced across learning contexts, with workplace, professional and continuing education far less studied than K-12 and higher education |
description |
AIED research effort is imbalanced across learning contexts, with workplace, professional and continuing education far less studied than K-12 and higher education |
status |
review |
evidence_strength |
weak |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — pammer-schindler-2021 |
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