The findings suggest that ensuring the ethical use of AI in public administration depends not only on technological solutions but also on digital literacy and the development of a hybrid governance ecosystem that integrates regulatory frameworks, technical auditing mechanisms, and mandatory human oversight (human-in-the-loop) in critical decision-making processes.
Advanced artificial intelligence (AI) is advancing at a pace that exceeds the capacity of the ethical, legal, and institutional systems designed to govern it. Although scholarly attention to specific AI-related risks has grown substantially, no integrative framework has yet systematically mapped the relationships among...
Joey O. Chua, E. Ayo, Josan D. Tamayo et al.· GEO Academic Journal· 0 citations
The study employs a PRISMA-guided systematic literature review of peer-reviewed studies to suggest that AI enhances diplomatic processes by supporting data-driven decision-making, improving negotiation strategies through predictive analytics, and strengthening crisis response capabilities.
Dogan S. Polat, Hakan Aydın· Sustainability· 0 citations
This systematic review examines how artificial intelligence can support strategic decision-making in private universities, the organizational conditions shaping its value, and the governance and implementation risks that constrain responsible use and identifies four interconnected roles of AI: environmental intelligenc...
Yun-Dong Wu, Wei-Jian Kong· Artificial Intelligence in E...· 0 citations
A systematic literature review and comprehensive governance framework for responsible AI use in HRM is developed, indicating that AI adoption is prominent in recruitment, selection, and performance management, where algorithms shape evaluative decisions.
Artificial intelligence is transforming how public decisions are made, and the question of who oversees these decisions, and how, is becoming increasingly important. This study maps the bibliometric structure and thematic development of research on artificial intelligence, accountability, and good governance in public...
Merve Deniz Pak Güre· Sayıştay dergisi· 0 citations
The public sector is undergoing a profound digital transformation characterised by the increasing integration of artificial intelligence into its management control practices. Concurrently, the optimisation of public performance and accountability has emerged as a central concern among scholars, particularly within the...
