Negative / Null Result ReportOpen accessMedicine· cited by 44

Integrative review of artificial intelligence applications in nursing: education, clinical practice, workload management, and professional perceptions

Rabie Adel El Arab; Omayma Abdulaziz Al Moosa; Mette Sagbakken; Ahmed Ghannam; Fuad H. Abuadas; Joel Somerville; Abbas Al Mutair · 2025 · Frontiers in Public Health

WASTE classifies this as Negative / Null Result Report · AI classification, approximate

The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract

Background: Artificial Intelligence (AI) is rapidly transforming the nursing profession, presenting significant opportunities and challenges. Despite its promising potential in enhancing nursing education, clinical practice, and operational efficiency, critical barriers related to ethics, workforce adaptation, and humanistic care persist. Aim: This integrative review systematically evaluates the integration of AI in nursing practice, with a specific focus on nursing education, clinical care, workload management, and professional perceptions. Methods: Guided by PRISMA 2020 and the SPIDER framew

Abstract by Rabie Adel El Arab; Omayma Abdulaziz Al Moosa; Mette Sagbakken; Ahmed Ghannam; Fuad H. Abuadas; Joel Somerville; Abbas Al Mutair, Frontiers in Public Health (2025) — licensed CC BY 4.0.

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