Working with a low-competency pedagogical agent raises learners' self-efficacy in the task (d = 0.49)¶
Claim · All claims
Evidence · 1 study · causalr2·q3·i2medium
Currency · newest study 2006 · not yet checked against its sources · not reviewed by a person
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q3 i2 Students who worked with the low-competency PAL showed significantly higher self-efficacy in the task than students with the high-competency PAL (Cohen's d = 0.49). → Kim 2006
Evidence¶
Kim 2006¶
Kim, Y., Baylor, A. L., & PALS Group. (2006). Pedagogical Agents as Learning Companions: The Role of Agent Competency and Type of Interaction. Educational Technology Research and Development, 54(3), 223-243. https://doi.org/10.1007/s11423-006-8805-z
q3 · i2 · causal · r2
In the same 2x2 experiment, ANCOVA with prior self-efficacy as covariate showed the competency main effect on self-efficacy. Self-efficacy was measured with one item before and after the intervention; posttest means are quoted from the Results section.
"Students in the low-competency condition ( M = 3.00, SD = 1.18) showed significantly higher self-efficacy about the task than students in the high-competency condition ( M = 2.47, SD = 0.98). The stan dardized effect size for this difference was Cohen's d = 0.49"
Discussion¶
Related Claims¶
- Working with a high-competency pedagogical agent improves novice learners' application of learning (d = 0.46) — related
- The review reports that highly competent PALs increased learners' application of acquired knowledge while low-competent PALs increased self-efficacy — possibly the same claim (merge candidate)
- A high-competency PAL elicits more positive learner attitudes toward the agent (d = 0.91) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
low-competency-pal-raises-self-efficacy |
title |
Working with a low-competency pedagogical agent raises learners' self-efficacy in the task (d = 0.49) |
description |
Working with a low-competency pedagogical agent raises learners' self-efficacy in the task (d = 0.49) |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2006 |
generated |
by process:wiki-ingest on 2026-10-16 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — kim-2006 |
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