The dead classroom theory: exploring ai-Driven Education’s impacts on marketing learning

This conceptual paper introduces Dead Classroom Theory (DCT) to understand how generative artificial intelligence (GenAI) reshapes teaching and learning in marketing education. We develop a recursive process model mapping seven stages of course delivery and show how GenAI use, without sufficient critical thinking and intellectual input from students and marketing instructors, can displace human cognitive effort and result in epistemic erosion, producing a “dead” classroom. Drawing on expectancy theory, we classify four types of classroom situations (dynamic, futile, fatuous, and dead) based on different levels of instructor and student engagement. The DCT enables diagnosis of epistemic risk in marketing education and highlights points of intervention to preserve critical thinking, moral judgment, and co-constructed knowledge. The DCT urges reflexive, values-driven integration of GenAI to ensure that marketing programs remain spaces for genuine human learning and professional formation in an AI-pervasive era.

Authors

Institutions

Publication Details

Journal
Marketing Education Review
Published
2026-11-06
DOI
https://doi.org/10.1080/10528008.2026.2755499
Primary Topic
Management and Marketing Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

The dead classroom theory: exploring ai-Driven Education’s impacts on marketing learning

LEYLAND F. PITT, Thomas Martin Key, Adam J. Mills
5 links
Marketing Education Review
Management and Marketing Education
article

The dead classroom theory: exploring ai-Driven Education’s impacts on marketing learning

LEYLAND F. PITT, Thomas Martin Key, Adam J. Mills
article en

Abstract

This conceptual paper introduces Dead Classroom Theory (DCT) to understand how generative artificial intelligence (GenAI) reshapes teaching and learning in marketing education. We develop a recursive process model mapping seven stages of course delivery and show how GenAI use, without sufficient critical thinking and intellectual input from students and marketing instructors, can displace human cognitive effort and result in epistemic erosion, producing a “dead” classroom. Drawing on expectancy theory, we classify four types of classroom situations (dynamic, futile, fatuous, and dead) based on different levels of instructor and student engagement. The DCT enables diagnosis of epistemic risk in marketing education and highlights points of intervention to preserve critical thinking, moral judgment, and co-constructed knowledge. The DCT urges reflexive, values-driven integration of GenAI to ensure that marketing programs remain spaces for genuine human learning and professional formation in an AI-pervasive era.

Marketing Education Review
Loyola University New Orleans (US), Simon Fraser University (CA), University of Colorado Colorado Springs (US)
Quality education
Openalex Percentile: Top 10%
Management and Marketing Education
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.

Laika access coming soon