What does this research mean for the field?

A system-level AI governance framework grounded in risk mitigation and interdisciplinary partnership enables nursing leaders to safely evaluate, scale, and manage AI technologies in healthcare environments. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

To outline a practical, system-level AI governance model enabling nurse leaders to safely evaluate, deploy, and scale artificial intelligence technologies.

August 29, 2026Nursing Administration Quarterly

System-Level AI Governance in Nursing: A Practical Framework for Safe and Scalable Adoption

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Authors

JWJing WangFlorida State University YYYijiong YangFlorida State University DMDavid MarshallCedars-Sinai Medical Center

Discussion

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Implication

Expert perspective outlines an AI governance framework for nursing leadership, highlighting structured pathways to reduce cognitive burden and ensure clinical safety.

Key Points

To outline a practical, system-level AI governance model enabling nurse leaders to safely evaluate, deploy, and scale artificial intelligence technologies.
Conceptual framework design integrating nursing professional governance, interdisciplinary partnerships, and risk mitigation models.
Identification of six core pillars: clinical usefulness, safety and reliability, fairness and inclusiveness, transparency and explainability, privacy and security, and organizational accountability.
Synthesis of real-world use cases and clinical workflow checklists to guide nurse executive decision-making.
Establishes a practical, actionable workflow checklist that grants nurse leaders clear decision rights for AI deployment.
Illustrates that structured governance reduces nurse cognitive load and enhances electronic documentation efficiency.
Demonstrates qualitative pathways through which responsible AI integration protects patient safety and improves clinical outcomes.

Cite This Study

Wang et al. (2026) studied this question.

synapsesocial.com/papers/6a92995f8e5d7d1fc0c1149f https://doi.org/10.1097/naq.0000000000000772

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Implication

Expert perspective outlines an AI governance framework for nursing leadership, highlighting structured pathways to reduce cognitive burden and ensure clinical safety.

System-Level AI Governance in Nursing: A Practical Framework for Safe and Scalable Adoption

Discussion

Member takes

Implication

Key Points

Cite This Study

System-Level AI Governance in Nursing: A Practical Framework for Safe and Scalable Adoption

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider