Student ratings of hint and feedback content trend negatively at 60% cultural density, likely linked to informal dialect¶
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Evidence · 1 study · designr2·q2
Currency · newest study 2015 · not yet checked against its sources · not reviewed by a person
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q2 i? For feedback and hint content, student ratings trended towards the negative end of the scale at 60% cultural density, a pattern not detected by the ANOVA tests and possibly due to small sample size. → Phaedra Mohammed & Permanand Mohan 2015
Evidence¶
Phaedra Mohammed & Permanand Mohan 2015¶
Phaedra Mohammed & Permanand Mohan. (2015). Dynamic Cultural Contextualisation of Educational Content in Intelligent Learning Environments using ICON. International Journal of Artificial Intelligence in Education 25:249–270. https://doi.org/10.1007/s40593-014-0033-9
q2 · i? · design · r2
Graphical analysis (Fig. 5) of feedback ratings across density levels found "a divergent trend in student ratings towards the negative end of the rating scale at 60 % cultural density"; the trend repeated for hints. The authors note it was not detected by the tests, possibly due to small sample size.
"However, the graph reveals a divergent trend in student ratings towards the negative end of the rating scale at 60 % cultural density, indicated by the dashed line in the figure."
Discussion¶
Related Claims¶
- Students tolerate higher cultural density for semantically contextualised content (descriptions, images), peaking at 40%, than for linguistically modified hints and feedback, peaking at 20% — related
- Students rate culturally contextualised educational content positively overall, with the 'Liked' category receiving the largest share of ratings — reports the opposite
- Student ratings of culturally contextualised content show no statistically significant effects of cultural density level or content type, and no significant interaction — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
negative-ratings-60-percent-density-hints-feedback |
title |
Student ratings of hint and feedback content trend negatively at 60% cultural density, likely linked to informal dialect |
description |
Student ratings of hint and feedback content trend negatively at 60% cultural density, likely linked to informal dialect |
status |
review |
evidence_strength |
weak |
newest_evidence |
2015 |
generated |
by process:wiki-ingest on 2026-10-27 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — phaedra-mohammed-permanand-mohan-2015 |
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