Artificial intelligence in nursing: impact on the quality of care and hospital efficiency
Keywords:
Artificial Intelligence; Nursing; Quality of Care; Hospital EfficiencyAbstract
Artificial Intelligence (AI) is increasingly influencing healthcare systems and nursing practice. This study critically analyses AI's impact on quality of care and hospital efficiency through a narrative literature review (2015–2025). Findings indicate improved clinical decision-making, fewer errors, and optimized workflows. However, scholars diverge regarding autonomy, risks, and ethical implications. The study concludes that AI should support, not replace, professionals and requires adequate training and ethical regulation.
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Bodur, G., & Tasci, S. (2025). Artificial intelligence in nursing practice: A qualitative study of nurses experiences and perceptions. BMC Nursing, 24, Article 237. https://doi.org/10.1186/s12912-025-03775-6
Bohr, A., & Memarzadeh, K. (2020). Artificial intelligence in healthcare. Academic Press. https://doi.org/10.1016/B978-0-12-818438-7.00002-2
Davenport, T., & Kalakota, R. (2019). The potential for artificial intelligence in healthcare. Future Healthcare Journal, 6(2), 94–98. https://doi.org/10.7861/futurehosp.6-2-94
Edelson, D. P., Carey, K. A., & Churpek, M. M. (2024). Early warning scores with and without artificial intelligence: A comparative performance study. JAMA Network Open, 7(10), Article e2434885. https://doi.org/10.1001/jamanetworkopen.2024.34885
Hassanein, S., et al. (2025). Artificial intelligence in nursing: An integrative review of clinical and operational impacts. Frontiers in Digital Health, 7, 1552372. https://doi.org/10.3389/fdgth.2025.1552372
Jiang, F., Jiang, Y., Zhi, H., Dong, Y., Li, H., Ma, S., Wang, Y., Dong, Q., Shen, H., & Wang, Y. (2017). Artificial intelligence in healthcare: Past, present and future. Stroke and Vascular Neurology, 2(4), 230–243. https://doi.org/10.1136/svn-2017-000101
Joo, J. Y., Liu, M. F., & Ho, M.-H. (2025). Nurses’ perceptions of artificial intelligence adoption in healthcare: A qualitative systematic review. Nurse Education in Practice, 88, Article 104542. https://doi.org/10.1016/j.nepr.2025.104542
Kelly, C. J., Karthikesalingam, A., Suleyman, M., Corrado, G., & King, D. (2019). Key challenges for delivering clinical impact with artificial intelligence. BMC Medicine, 17, Article 195. https://doi.org/10.1186/s12916-019-1426-2
Norori, N., Hu, Q., Aellen, F. M., Faraci, F. D., & Tzovara, A. (2021). Addressing bias in big data and AI for health care: A call for open science. Patterns, 2(10), Article 100347. https://doi.org/10.1016/j.patter.2021.100347
Reddy, S., Allan, S., Coghlan, S., & Cooper, P. (2020). A governance model for the application of AI in health care. Journal of the American Medical Informatics Association, 27(3), 491–497. https://doi.org/10.1093/jamia/ocz192
Ronquillo, C. E., Peltonen, L.-M., Pruinelli, L., Chu, C. H., Bakken, S., Beduschi, A., Cato, K., Hardiker, N., Jun, J., & Lee, Y. (2021). Artificial intelligence in nursing: Priorities and opportunities from an international invitational think-tank of the Nursing and Artificial Intelligence Leadership Collaborative. Journal of Advanced Nursing, 77(9), 3707–3717. https://doi.org/10.1111/jan.14855
Rossetti, S. C., Dykes, P. C., Knaplund, C., Withall, J. B., Cho, S., Lowenthal, G., ... & Lee, R. Y. (2025). Real-time surveillance system for patient deterioration: A pragmatic cluster-randomized controlled trial. Nature Medicine. Advance online publication. https://doi.org/10.1038/s41591-025-03609-7
Topol, E. J. (2019). Deep medicine: How artificial intelligence can make healthcare human again. Basic Books.
Ventura-Silva, J., et al. (2024). Artificial intelligence in the organization of nursing care: A scoping review. Nursing Reports, 14(4), 2733–2745. https://doi.org/10.3390/nursrep14040202
World Health Organization. (2021). Ethics and governance of artificial intelligence for health: WHO guidance. https://www.who.int/publications/i/item/9789240029200
Yu, K.-H., Beam, A. L., & Kohane, I. S. (2018). Artificial intelligence in healthcare. Nature Biomedical Engineering, 2(10), 719–731. https://doi.org/10.1038/s41551-018-0305-z
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Copyright (c) 2026 Sandra Costa, Cristina Pinto, Diana Rodrigues , Claúdia Simão
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