Impact of educational agents on student’s learning outcomes: a meta-analysis

This study reveals limitations in educational agents' cultivation of complex abilities and personalised adaptation, providing empirical evidence for their precise application and optimised design.

Authors

Institutions

Publication Details

Journal
Frontiers in Psychology
Published
2026-02-24
DOI
https://doi.org/10.3389/fpsyg.2026.1707196
Primary Topic
AI in Service Interactions
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Impact of educational agents on student’s learning outcomes: a meta-analysis

Xi Xu, Qian Wu, Xin Cao
Frontiers in Psychology
AI in Service Interactions
article

Impact of educational agents on student’s learning outcomes: a meta-analysis

Xi Xu, Qian Wu, Xin Cao
article en

Abstract

This study reveals limitations in educational agents' cultivation of complex abilities and personalised adaptation, providing empirical evidence for their precise application and optimised design.

Frontiers in PsychologyVol. 17
Fujian Normal University (CN), Fuzhou University (CN)
China Postdoctoral Science Foundation, Fuzhou University
Quality Education
Openalex Percentile: Top 48%
AI in Service Interactions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.