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Integrating GenAI with Live Case Studies: Advancing Experiential Learning in Operations Management Education

  • Instituto Tecnologico y de Estudios Superiores de Monterrey

Research output: Chapter in Book/Published conference outputConference publication

Abstract

This paper examines how Generative Artificial Intelligence (GenAI) can be combined with live case studies to improve experiential learning in operations management education. GenAI can transform education through advanced human-like text generation capabilities, but raises concerns regarding pedagogy, ethics, and academic integrity. This research introduces a framework that combines Kolb's experiential learning theory with live case studies, utilising GenAI as a, agent to learn with to foster student involvement in practical situations. This framework was illustrated using a case study approach in a postgraduate module on operations management. Students used GenAI tools to navigate a live case study to upscale operations for a UK-based ethnic restaurant, illustrating the approach's potential. The findings suggest that students appreciated GenAI's contribution to tackling intricate problems and considered the live case study to be captivating. This study contributes a pedagogical framework for integrating GenAI into experiential learning. However, the limitations include the use of case study research, moderate student participation, and the complexity of live case studies. Future studies should overcome these limitations and explore how GenAI affects learning outcomes.

Original languageEnglish
Title of host publication2026 IEEE Engineering Education World Conference (EDUNINE)
Subtitle of host publicationThe Role of Engineering and Computer Technology as Artificial Intelligence turns into Reality: A Challenge for Professional Education
EditorsClaudio da Rocha Brito, Melany M. Ciampi
PublisherIEEE
Number of pages6
ISBN (Electronic)9798331550974
DOIs
Publication statusPublished - 10 Jun 2026
Event10th IEEE World Engineering Education Conference, EDUNINE 2026 - Mexico City, Mexico
Duration: 8 Mar 202611 Mar 2026

Conference

Conference10th IEEE World Engineering Education Conference, EDUNINE 2026
Country/TerritoryMexico
CityMexico City
Period8/03/2611/03/26

Keywords

  • Artificial Intelligence
  • Authentic Assessment
  • Experiential Learning
  • Higher Education
  • Live Case Study

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