The review reports that AutoTutor improves learning by nearly one letter grade compared with reading a textbook for an equivalent time or with a pretest¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2010 · 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? Based on at least a dozen experiments, AutoTutor improved learning by nearly one letter grade relative to textbook reading or pretest comparison. → Nicole C. Krämer & Gary Bente 2010
Evidence¶
Nicole C. Krämer & Gary Bente 2010¶
Nicole C. Krämer & Gary Bente. (2010). Personalizing e-Learning. The Social Effects of Pedagogical Agents. Educ Psychol Rev. https://doi.org/10.1007/s10648-010-9123-x
q2 · i? · review · r2
The review reports, citing Graesser et al. (2007), that "AutoTutor improves learning by nearly one letter grade compared with reading a textbook for an equivalent amount of time or in comparison with a pretest." No effect size is printed.
"Based on more systematic research in at least a dozen experiments, Graesser et al. (2007) concluded that AutoTutor improves learning by nearly one letter grade compared with reading a textbook for an equivalent amount of time or in comparison with a pretest."
Discussion¶
Related Claims¶
- AutoTutor yields average learning gains of 0.3 to 0.8 sigma compared to reading text for an equivalent amount of time — related
- AutoTutor achieved learning gains comparable to human tutors in physics and computer literacy — related
- AutoTutor's learning gains are virtually equivalent to those of 1-to-1 human tutoring in direct comparisons — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
autotutor-improves-learning-one-letter-grade |
title |
The review reports that AutoTutor improves learning by nearly one letter grade compared with reading a textbook for an equivalent time or with a pretest |
description |
The review reports that AutoTutor improves learning by nearly one letter grade compared with reading a textbook for an equivalent time or with a pretest |
status |
review |
evidence_strength |
weak |
newest_evidence |
2010 |
generated |
by process:wiki-ingest on 2026-10-16 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — nicole-c-krämer-gary-bente-2010 |
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