EGenAI-DBR: a design-based framework for responsible generative AI integration in higher education
Purpose This study introduces the EGenAI-DBR framework to help educators integrate GenAI responsibly in higher education. It addresses the tension between AI's pedagogical potential and academic integrity by providing educators with a practical, ethics-centred roadmap through the Conceptual–Strategic Integration Matrix (CSIM). Design/methodology/approach This study employs a Design-Based Research (DBR) methodology structured across five layers: conceptual, structural, operational, analytical and ethical. A two-phase mixed-methods design was used – a baseline survey (N = 128) via Prolific and a classroom pilot (n = 25) at a Middle Eastern institution using Google Suite and Moodle. Findings Students entered with high GenAI familiarity (M = 4.32/5). An intention–behaviour gap was identified: 62.5% recognised uncited AI use as misconduct, yet only 58.6% consistently cited it. Clear institutional guidelines were positively associated with student confidence (M = 4.37) and stronger intentions for continued responsible GenAI use (r = 0.34, p < 0.001). Originality/value EGenAI-DBR represents the first empirically tested synthesis of DBR, academic integrity and GenAI integration, operationalised through the CSIM. Unlike prohibition or detection-based approaches, it embeds ethical reasoning directly into course design, offering an institutionally accessible model applicable across diverse higher education contexts.
Authors
- Shahrzad Saremi (ORCID: https://orcid.org/0009-0005-9012-3999)
- Maryam Nooraei Abadeh (ORCID: https://orcid.org/0000-0002-6221-7008)
- Declan Humphreys (ORCID: https://orcid.org/0009-0008-2693-7340)
- Rania Shibl (ORCID: https://orcid.org/0000-0001-9355-1300)
- Ahmad Rasti (ORCID: https://orcid.org/0009-0006-5153-9323)
- Katie Wang (ORCID: https://orcid.org/0009-0005-2117-9198)
- Shaden Al Dkheel
- Mansooreh Mirzaei
- Marzieh Varposhti
- Hassan Ahmed (ORCID: https://orcid.org/0009-0008-4348-3360)
Institutions
- Princess Nourah bint Abdulrahman University (SA)
- Islamic Azad University, Tehran (IR)
- Shahrekord University (IR)
- Trout Unlimited (US)
- University of the Sunshine Coast (AU)
- National University of Computer and Emerging Sciences (PK)
- Torrens University Australia (AU)
- Islamic Azad University Ardabil (IR)
- Southern Cross University (AU)
Publication Details
- Journal
- Education Innovations Systems and Future Learning
- Published
- 2026-07-17
- DOI
- https://doi.org/10.1108/eisfl-04-2026-0057
- Primary Topic
- Ethics and Social Impacts of AI
- Type
- article
- Field-Weighted Citation Impact
- 0.00