Tutoring systems appear to be culturally dependent, per insights the paper attributes to Ogan and Johnson¶
Claim · All claims
Evidence · 1 study · theoreticalr2·q1
Currency · newest study 2016 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
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This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q1 i? The paper reports, citing prior work, that tutoring systems seem to be culturally dependent, which complicates globally deployable adaptive learning software. → Niels Pinkwart 2016
Evidence¶
Niels Pinkwart 2016¶
Niels Pinkwart. (2016). Another 25 Years of AIED? Challenges and Opportunities for Intelligent Educational Technologies of the Future. Int J Artif Intell Educ 26:771–783. https://doi.org/10.1007/s40593-016-0099-7
q1 · i? · theoretical · r2
The paper cites the special issue by Ogan and Johnson as evidence that tutoring systems "seem to be culturally dependent"; the article offers this as a second-hand insight, not a new empirical result, and ties it to the Global Learning XPrize context.
"Unfortunately, some insights from within the AIED field suggest that tutoring systems seem to be culturally dependent (Ogan & Johnson,2015)."
Discussion¶
Related Claims¶
- Reviewed literature identifies personalisation, adaptive support, rapid feedback, and teacher-facing automation as recurring pedagogical opportunities of AI in mathematics education — related
- Computer sharing accounts for over 60% of Cognitive Tutor use in developing areas, and multi-input shared-device designs reduce cost-per-student — related
- Help-seeking skill models built from ITS practice data were not transferable across Costa Rican, Philippine, and US contexts (reported by Ogan et al., 2014) — a narrower finding that bears on this claim
- Collaborative classroom practice in Costa Rica may explain why help-seeking models fail to transfer there — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
tutoring-systems-culturally-dependent |
title |
Tutoring systems appear to be culturally dependent, per insights the paper attributes to Ogan and Johnson |
description |
Tutoring systems appear to be culturally dependent, per insights the paper attributes to Ogan and Johnson |
status |
review |
evidence_strength |
weak |
newest_evidence |
2016 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — niels-pinkwart-2016 |
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