Cluster membership moderated the relationship between theoretical comprehension level and both response time and accuracy in AutoTutor¶
Claim · All claims
Evidence · 1 study (2 entries) · associationalr2·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? There was a statistically significant interaction between cluster and theoretical level for proportion correct scores. → Fang 2021
q2 i? There was a statistically significant interaction between cluster and theoretical level for time per question. → Fang 2021 (2)
Evidence¶
Fang 2021¶
Fang, Y., Lippert, A., Cai, Z., Chen, S., Frijters, J. C., Greenberg, D., & Graesser, A. C. (2021). Patterns of Adults with Low Literacy Skills Interacting with an Intelligent Tutoring System. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-021-00266-y
q2 · i? · associational · r2
Linear mixed-effects model with cluster, theoretical level, and their interaction predicting proportion correct; subjects as random effect. The interaction was statistically significant, F(9, 65) = 4.04, p < .001.
"For proportion correct scores, there was a statistically significant interaction between cluster and theoretical level, F (9, 65) = 4.04, p <0 . 0 0 1 ."
Fang 2021 (2)¶
Fang, Y., Lippert, A., Cai, Z., Chen, S., Frijters, J. C., Greenberg, D., & Graesser, A. C. (2021). Patterns of Adults with Low Literacy Skills Interacting with an Intelligent Tutoring System. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-021-00266-y
q2 · i? · associational · r2
Linear mixed-effects model with cluster, theoretical level, and their interaction predicting time per question; subjects as random effect. The interaction was statistically significant, F(9, 651) = 11.41, p < .001.
"For time per question, there also was a statistically significant interaction between cluster and theoretical level, F (9, 651) =11.41, p < 0.001."
Discussion¶
Related Claims¶
- Higher performers achieved the highest accuracy across all theoretical levels and the shortest response times on situation model questions — related
- Adults with low literacy using AutoTutor fall into four behavioral clusters: higher performers, conscientious readers, under-engaged readers, and struggling readers — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
cluster-by-level-interaction-autotutor |
title |
Cluster membership moderated the relationship between theoretical comprehension level and both response time and accuracy in AutoTutor |
description |
Cluster membership moderated the relationship between theoretical comprehension level and both response time and accuracy in AutoTutor |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2021 |
generated |
by process:wiki-ingest on 2026-10-28 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — fang-2021, fang-2021-2 |
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