publisher
Strategic leadership for ethical AI integration in higher education: a systematic review of challenges and opportunities
- Source
- Frontiers in Education
- Published
- Last verified
- 5 Aug 2026
- Confidence
- High
- Evidence
- Original document retained
- Reading time
- 1 min
- Country
- International
Executive summary
What happened, and why should leadership care?
A systematic review in Frontiers in Education highlights the critical need for strategic leadership in ethically integrating Artificial Intelligence (AI) within higher education. The study addresses a gap in existing research by aiming to develop a value-based leadership framework for AI governance, considering that AI's influence has expanded beyond technical tools to encompass teaching, administration, and strategic decision-making. The review analyzed 50 peer-reviewed studies published between 2021 and 2025.
Why this matters
Why is this strategically important?
The pervasive integration of AI across critical institutional functions necessitates a coherent strategic approach to ensure ethical deployment and responsible governance. Without a unified framework, organizations risk fragmented AI adoption, potential ethical breaches, and failure to fully leverage AI's benefits while mitigating its risks.
Key insights
What should be noted from the evidence?
- AI is increasingly integral to teaching, administration, and strategic decision-making in higher education.
- Existing research often separates technical AI deployment from its ethical implications.
- A notable gap exists in integrating strategic leadership, governance, ethical practice, and institutional readiness into a unified framework for AI.
- The study aims to create a value-based leadership framework for ethical AI governance in higher education.
- The review is based on 50 peer-reviewed studies from 2021-2025, adhering to PRISMA 2020 guidelines.
Evidence and confidence
How far can this assessment be trusted?
High confidence. Named institution, original document retained and analysis corroborated.
Analysis is prepared editorially by Aziz Shuaib Ausi. The original publication remains the authoritative record, and executive judgement remains entirely human.
Source
Where does this originate?
Reported by Frontiers in Education · International. This briefing summarises the publication for executive use; the document itself is not reproduced here.
Read the original publication