Where’s the technology in AI-generated civics education lesson plans?

In this exploratory cross-platform study, we examined the integration of technology in lesson plans created by 3 general-purpose GenAI chatbots (e.g., ChatGPT, Gemini, Copilot) and 5 education-specific GenAI tools (e.g., MagicSchool, Eduaide AI, PadletTA, JiffySheets, and Brisk). We generated and analyzed 450 GenAI-generated lesson plans containing 3,161 learning activities. The PICRAT Model for Technology Integration in Teacher Preparation was used to examine patterns of technology integration across lesson plans and activities. Findings revealed an almost total absence of technology integration other than occasional uses of slides and videos. Rarely did the plans offer teachers ways to actively engage students in higher-order thinking and design-based learning with technology. Our findings show a need for teacher educators as well as preservice and inservice teachers to critically examine the results of AI-generated lesson plans before using them to guide classroom learning activities for students.

Authors

Institutions

Publication Details

Journal
Journal of Digital Learning in Teacher Education
Published
2026-06-25
DOI
https://doi.org/10.1080/21532974.2026.2691021
Primary Topic
Artificial Intelligence Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Where’s the technology in AI-generated civics education lesson plans?

Robert W. Maloy, Torrey Trust, Chenyang Xu, Kael Pelletier
Journal of Digital Learning in Teacher Education
Artificial Intelligence Applications
article

Where’s the technology in AI-generated civics education lesson plans?

Robert W. Maloy, Torrey Trust, Chenyang Xu, Kael Pelletier
article en

Abstract

In this exploratory cross-platform study, we examined the integration of technology in lesson plans created by 3 general-purpose GenAI chatbots (e.g., ChatGPT, Gemini, Copilot) and 5 education-specific GenAI tools (e.g., MagicSchool, Eduaide AI, PadletTA, JiffySheets, and Brisk). We generated and analyzed 450 GenAI-generated lesson plans containing 3,161 learning activities. The PICRAT Model for Technology Integration in Teacher Preparation was used to examine patterns of technology integration across lesson plans and activities. Findings revealed an almost total absence of technology integration other than occasional uses of slides and videos. Rarely did the plans offer teachers ways to actively engage students in higher-order thinking and design-based learning with technology. Our findings show a need for teacher educators as well as preservice and inservice teachers to critically examine the results of AI-generated lesson plans before using them to guide classroom learning activities for students.

Journal of Digital Learning in Teacher Education
University of Massachusetts Amherst (US)
Openalex Percentile: Top 5%
Artificial Intelligence Applications
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.