The Active Learning–GenAI Synergy Framework: Ethical Integration of Generative AI in EFL/ESL Writing in Resource-Constrained Contexts
The paper provides a practical model for embedding AI tools in collaborative-learning settings while upholding academic integrity through a disciplined process of ethical reflection. The findings challenge the presumption that technology alone drives educational improvement, demonstrating instead that it is the pedagogical structures mediating AI interaction that determine an effective and ethical educational process.
Authors
- Shaista Rashid (ORCID: https://orcid.org/0000-0002-7426-299X)
- Sadia Malik (ORCID: https://orcid.org/0000-0002-4989-2359)
- Fatima Ghauri
Institutions
- Bahauddin Zakariya University (PK)
- Prince Sultan University (SA)
Publication Details
- Journal
- F1000Research
- Published
- 2026-03-03
- DOI
- https://doi.org/10.12688/f1000research.171435.2
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Prince Sultan University