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.

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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

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article

The Active Learning–GenAI Synergy Framework: Ethical Integration of Generative AI in EFL/ESL Writing in Resource-Constrained Contexts

Shaista Rashid, Sadia Malik, Fatima Ghauri
F1000Research
Artificial Intelligence in Healthcare and Education
article

The Active Learning–GenAI Synergy Framework: Ethical Integration of Generative AI in EFL/ESL Writing in Resource-Constrained Contexts

Shaista Rashid, Sadia Malik, Fatima Ghauri
article en

Abstract

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.

F1000ResearchVol. 14
Bahauddin Zakariya University (PK), Prince Sultan University (SA)
Prince Sultan University
Openalex Percentile: Top 38%
Artificial Intelligence in Healthcare and Education
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