Asem S. Obied

Strategic leadership for ethical AI integration in higher education: a systematic review of challenges and opportunities

The framework demonstrates that the sustainable value derived from AI in higher education depends less on the level of the technology adopted than on the ethical bases and consistency of the leadership responsibility for its integration, offering higher education leaders and policymakers a structured path toward responsible AI governance and sustainable institutional transformation.