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Simulated Realities: An AI Role-Play Analysis of Administrative Tensions in the Implementation of Agile-Blended Learning

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

This study addresses the challenge of anticipating administrative difficulties in implementing innovative pedagogies like Agile-blended learning (ABL). Using a novel AI role-play methodology, four large language models simulated an academic administrator’s perspective across five common implementation scenarios. A thematic analysis of the AI-generated data revealed three consistent strategic tensions: (1) the conflict between pedagogical flexibility and institutional standardization; (2) the gap between strategic ambition and resource reality; and (3) the challenge of integrating technology without causing systemic fragmentation. The paper discusses the implications of these tensions for university administration, proposing that a more “agile” administrative approach is needed to support such innovations. It also confirms that AI role-play is a valuable approach for strategic foresight and generating hypotheses in educational research, providing a new tool to tackle emerging challenges in higher education.

Original languageEnglish
Title of host publicationTechnology in Education. Smart and Innovative Learning - International Conference on Technology in Education, ICTE 2025, Proceedings
EditorsSimon K. S. Cheung, Xiaojun Liu, Guoai Xu, Lam-For Kwok
Pages62-73
Number of pages12
DOIs
Publication statusPublished - 2026
Event8th International Conference on Technology in Education, ICTE 2025 - Shenzhen, China
Duration: 10 Dec 2025 → 12 Dec 2025

Publication series

NameCommunications in Computer and Information Science
Volume2752 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference8th International Conference on Technology in Education, ICTE 2025
Country/TerritoryChina
CityShenzhen
Period10/12/25 → 12/12/25

Keywords

  • Agile-blended learning (ABL)
  • AI role-play
  • educational administration
  • educational innovation
  • strategic tensions
  • technology implementation

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