Rise of the Robots: Is Artificial Intelligence a Friend or Foe to Nursing Practice?
Abstract
Much like other aspects of health care, nursing has become increasingly saturated with technology over the past several decades. Existing technology has advanced nursing in many ways and contributed to patient safety but at the cost of decreasing nurse-patient interaction. As health care technology progresses to the inclusion of artificial intelligence (AI), the future impact on nursing and direct patient care remains largely unknown, unexplored, and difficult to predict. This article aims to explore the relevance of nursing in a technologically advanced postmodern health care system. The relevance of nursing in the future is solidified by the unique nature of nursing that includes the embodiment of human caring and emotional intelligence. Nurses' abilities to intervene before patient deterioration, care for patients holistically, and manage various aspects of care will be heightened by the adoption of AI. Nurses should embrace AI technology, as we predict that it will decrease nurse workload and cognitive overload and allow for increased patient-nurse interaction. Current and future nurses should take the lead on determining how it augments nursing practice.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Nursing faces increasing pressure due to changing demographics and a shortage of skilled workers.
“European healthcare, challenged by an aging population and nursing staff shortages, faces increasing demands and work-related stress [9, 10].”
From Nurses’ perceptions, experience and knowledge regarding artificial intelligence: results from a cross-sectional online survey in Germany (2024) · cites this paper as [10]
AI offers an opportunity to relieve nurses and reduce pressure.
“Consequently, AI-supported solutions are emerging as key responses to these pressures [8, 10].”
From Nurses’ perceptions, experience and knowledge regarding artificial intelligence: results from a cross-sectional online survey in Germany (2024) · cites this paper as [10]
Concerns include unawareness, mistrust, anxiety, worries about the patient relationship and job replacement.
“Concerns include unawareness, mistrust, anxiety, worries about the patient relationship and job replacement [5, 8, 10, 13, 25–27].”
From Nurses’ perceptions, experience and knowledge regarding artificial intelligence: results from a cross-sectional online survey in Germany (2024) · cites this paper as [10]
Nurses anticipate AI to alleviate the increasing burdens in nursing, particularly amidst current staff shortages and escalating workloads.
“Nurses anticipate AI to alleviate the increasing burdens in nursing, particularly amidst current staff shortages and escalating workloads [9, 10].”
From Nurses’ perceptions, experience and knowledge regarding artificial intelligence: results from a cross-sectional online survey in Germany (2024) · cites this paper as [10]
With the mounting pressure on nursing, AI is poised to play a vital role in alleviating healthcare staff and meeting the escalating nursing demands in Western Europe.
“With the mounting pressure on nursing, AI is poised to play a vital role in alleviating healthcare staff and meeting the escalating nursing demands in Western Europe [10, 23].”
From Nurses’ perceptions, experience and knowledge regarding artificial intelligence: results from a cross-sectional online survey in Germany (2024) · cites this paper as [10]
Cites
Hospital Nurse Staffing and Patient Mortality, Nurse Burnout, and Job Dissatisfaction
Aiken, L. H. (2002) · JAMA · doi:10.1001/jama.288.16.1987 · Cited by 5,226 · see citing works
Fundamental Patterns of Knowing in Nursing
Carper, B. A. (1978) · Advances in Nursing Science · doi:10.1097/00012272-197810000-00004 · Cited by 2,247 · see citing works
Benner, P. (1982) · PubMed · Cited by 1,850 · see citing works
Machine learning in medicine: a practical introduction
Sidey-Gibbons, J. A. M., & Sidey-Gibbons, C. J. (2019) · BMC Medical Research Methodology · doi:10.1186/s12874-019-0681-4 · Cited by 1,308 · see citing works
The impact of artificial intelligence in medicine on the future role of the physician
Ahuja, A. S. (2019) · PeerJ · doi:10.7717/peerj.7702 · Cited by 789 · see citing works
Wireless Networks Design in the Era of Deep Learning: Model-Based, AI-Based, or Both?
Zappone, A., Renzo, M. D., & Debbah, M. A. (2019) · IEEE Transactions on Communications · doi:10.1109/tcomm.2019.2924010 · Cited by 680 · see citing works
Detection of Breast Cancer with Mammography: Effect of an Artificial Intelligence Support System
Rodríguez-Ruiz, A., Krupinski, E., Mordang, J.-J., Schilling, K., Heywang-Köbrunner, S. H., Sechopoulos, I., & Mann, R. M. (2019) · Radiology · doi:10.1148/radiol.2018181371 · Cited by 602 · see citing works
Hybrid-augmented intelligence: collaboration and cognition
Zheng, N., Liu, Z.-Y., Ren, P.-J., Ma, Y.-Q., Chen, S.-T., Yu, S.-Y., Xue, J.-R., Chen, B.-D., & Wang, F.-Y. (2017) · Frontiers of Information Technology & Electronic Engineering · doi:10.1631/fitee.1700053 · Cited by 303 · see citing works
The 2017 National Nursing Workforce Survey
Smiley, R. A., Lauer, P., Bienemy, C., Berg, J. G., Shireman, E. M., Reneau, K. A., & Alexander, M. (2018) · Journal of Nursing Regulation · doi:10.1016/s2155-8256(18)30131-5 · Cited by 303 · see citing works
Understanding and Developing Emotional Intelligence
Serrat, O. (2017) · Springer eBooks · doi:10.1007/978-981-10-0983-9_37 · Cited by 272 · see citing works
Can nurses remain relevant in a technologically advanced future?
Pepito, J. A., & Locsin, R. (2019) · International Journal of Nursing Sciences · doi:10.1016/j.ijnss.2018.09.013 · Cited by 221 · see citing works
Nursing: The Philosophy and Science of Caring (Revised Edition)
Watson, J. (2012) · Springer Publishing Company eBooks · doi:10.1891/9780826171122.0016 · Cited by 163 · see citing works
Locsin, R. C. (2017) · The Journal of Medical Investigation · doi:10.2152/jmi.64.160 · Cited by 105 · see citing works
Mobile hospital robots cure numerous logistic needs
Bloss, R. (2011) · Industrial Robot the international journal of robotics research and application · doi:10.1108/01439911111179075 · Cited by 104 · see citing works
Pu, L., Moyle, W., & Jones, C. (2019) · Journal of Clinical Nursing · doi:10.1111/jocn.15104 · Cited by 94 · see citing works
WatsonPaths: Scenario‐Based Question Answering and Inference over Unstructured Information
Lally, A., Bagchi, S., Barborak, M., Buchanan, D. W., Chu‐Carroll, J., Ferrucci, D. A., Glass, M. R., Kalyanpur, A. A., Mueller, E. T., Murdock, J. W., et al. (2017) · AI Magazine · doi:10.1609/aimag.v38i2.2715 · Cited by 87 · see citing works
Can humanoid nurse robots replace human nurses?
Locsin, R. C., & Ito, H. (2018) · Journal of Nursing · doi:10.7243/2056-9157-5-1 · Cited by 77 · see citing works
Acute kidney injury—how does automated detection perform?
Sawhney, S., Fluck, N., Marks, A., Prescott, G. J., Simpson, W. G., Tomlinson, L. A., & Black, C. (2015) · Nephrology Dialysis Transplantation · doi:10.1093/ndt/gfv094 · Cited by 73 · see citing works
Hybrid-augmented intelligence: collaboration and cognition
Nanning, Zheng, Ziyi, -, L., Pengju, Ren, Yongqiang, Ma, Shitao, Chen, et al. (2017) · Frontiers of Information Technology & Electronic Engineering · Cited by 70 · see citing works
Vianna, P. G., Dale, C. R., Simmons, S. E., Stibich, M., & Licitra, C. M. (2015) · American Journal of Infection Control · doi:10.1016/j.ajic.2015.10.009 · Cited by 67 · see citing works
Garssen, B., Ebenau, A. F., Visser, A., Uwland-Sikkema, N. F., & Groot, M. M. (2016) · Nursing Inquiry · doi:10.1111/nin.12178 · Cited by 61 · see citing works
When Should We Use Care Robots? The Nature-of-Activities Approach
de Sio, F. S., & van Wynsberghe, A. (2015) · Science and Engineering Ethics · doi:10.1007/s11948-015-9715-4 · Cited by 53 · see citing works
Little, E. F. (1958) · AJN American Journal of Nursing · doi:10.1097/00000446-195812000-00011 · Cited by 44 · see citing works
Predicting patient acuity from electronic patient records
Kontio, E., Airola, A., Pahikkala, T., Lundgrén‐Laine, H., Junttila, K., Korvenranta, H., Salakoski, T., & Salanterä, S. (2014) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2014.04.001 · Cited by 37 · see citing works
Rediscovering the Art of Nursing to Enhance Nursing Practice
Henry, D. (2017) · Nursing Science Quarterly · doi:10.1177/0894318417741117 · Cited by 35 · see citing works
AI in the ICU: In the intensive care unit, artificial intelligence can keep watch
Gholami, B., Haddad, W., & Bailey, J. (2018) · IEEE spectrum · doi:10.1109/mspec.2018.8482421 · Cited by 29 · see citing works
Eriksson, H., & Salzmann‐Erikson, M. (2016) · Nursing Inquiry · doi:10.1111/nin.12165 · Cited by 25 · see citing works
Reconciling nursing's art and science dualism: Toward a processual logic of nursing
Bender, M., & Holmes, D. (2019) · Nursing Inquiry · doi:10.1111/nin.12293 · Cited by 16 · see citing works
Nafi'ah, R. H., Ahsan, & Suharsono, T. (2019) · International Journal of Nursing Education · doi:10.5958/0974-9357.2019.00101.6 · Cited by 2 · see citing works
Flagged first, then by citations
2 of the 31 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Predicted Influences of Artificial Intelligence on the Domains of Nursing: Scoping Review
Buchanan, C., Howitt, M. L., Wilson, R., Booth, R. G., Risling, T., & Bamford, M. (2020) · JMIR Nursing · doi:10.2196/23939 · Cited by 238 · see citing works
Advancing nursing practice with artificial intelligence: Enhancing preparedness for the future
Rony, M. K. K., Parvin, M. R., & Ferdousi, S. (2024) · Nursing Open · doi:10.1002/nop2.2070 · Cited by 202 · see citing works
Rony, M. K. K., Numan, S. M., Akter, K., Tushar, H., Debnath, M., Johra, F. T., Akter, F., Mondal, S., Das, M., Uddin, M. J., et al. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e36702 · Cited by 93 · see citing works
Sommer, D., Schmidbauer, L., & Wahl, F. (2024) · BMC Nursing · doi:10.1186/s12912-024-01884-2 · Cited by 91 · see citing works
Ergin, E., Karaarslan, D., Şahan, S., & Çınar Yücel, Ş. (2022) · Journal of Nursing Management · doi:10.1111/jonm.13646 · Cited by 70 · see citing works
Kaymak, Z. D., Turan, Z., Bıdık, N. Ü., & Ünkazan, S. (2024) · Nurse Education in Practice · doi:10.1016/j.nepr.2024.103994 · Cited by 66 · see citing works
Hoff, J.-L. (2023) · Futures · doi:10.1016/j.futures.2023.103131 · Cited by 57 · see citing works
Yiğit, D., & Açıkgöz, A. (2024) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.14062 · Cited by 46 · see citing works
Ethical considerations for artificial intelligence use in nursing informatics
Watson, A. L. (2024) · Nursing Ethics · doi:10.1177/09697330241230515 · Cited by 39 · see citing works
Boztepe, H., Akdeniz Kudubeş, A., Semerci Şahin, R., Durmuş Sarıkahya, S., & Çınar Özbay, S. (2025) · Nurse Education in Practice · doi:10.1016/j.nepr.2025.104568 · Cited by 38 · see citing works
Jordan, M., Hauser, J., Cota, S., Li, H., & Wolf, L. (2023) · Journal of Transcultural Nursing · doi:10.1177/10436596221129226 · Cited by 37 · see citing works
Mendy, J., Jain, A., & Thomas, A. (2024) · Journal of Managerial Psychology · doi:10.1108/jmp-05-2024-0388 · Cited by 47 · see citing works
Johnson, E. A., Dudding, K. M., & Carrington, J. M. (2023) · Nursing Inquiry · doi:10.1111/nin.12583 · Cited by 38 · see citing works
Ayed, A., Batran, A., Aqtam, I. F., Malak, M. Z., Ejheisheh, M. A., Farajallah, M., Farraj, L., & Alkhatib, S. G. (2025) · BMC Nursing · doi:10.1186/s12912-025-03318-z · Cited by 28 · see citing works
Baraka, A. A. E., Alhijji, M. A. A., Alrajeh, R. A. I., Alotaibi, D. N. B., Bukhamis, S., Alsafraa, N. A. M., & Hassan, E. A. (2025) · International Nursing Review · doi:10.1111/inr.70035 · Cited by 23 · see citing works
Artificial Intelligence Anxiety in Nursing Students
Varol, B. (2025) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000001250 · Cited by 20 · see citing works
Yapay Zeka Çağında Hemşirelik Bakımı
Gökalp, M. G., & Üzer, M. A. (2023) · Sağlık Bilimleri Üniversitesi Hemşirelik Dergisi · doi:10.48071/sbuhemsirelik.1349981 · Cited by 17 · see citing works
Kaya, G., Büyükyılmaz, F., Çulha, Y., & Akyürek, P. (2025) · Nurse Education Today · doi:10.1016/j.nedt.2025.106721 · Cited by 16 · see citing works
Breuer, S., & Müller, R. (2024) · Science and Public Policy · doi:10.1093/scipol/scae036 · Cited by 15 · see citing works
Batran, A., Ayed, A., Aqtam, I. F., Al-Amer, R. M., Othman, E. H., Ejheisheh, M. A., daamsa, H. N. A., Alkhatib, S. G., & Farajallah, M. (2025) · SAGE Open Nursing · doi:10.1177/23779608251376177 · Cited by 12 · see citing works
Artificial Intelligence Assistive Technology in Hospital Professional Nursing Technology
Cai, Y., Clinto, M., & Xiao, Z. (2021) · Journal of Healthcare Engineering · doi:10.1155/2021/1721529 · Cited by 12 · see citing works
İnam, Ö., & Okay, S. (2025) · BMC Nursing · doi:10.1186/s12912-025-03025-9 · Cited by 12 · see citing works
SHECS: A Local Smart Hands-free Elderly Care Support System on Smart AR Glasses with AI Technology
Zeng, D., Wu, J., Bo, Y., Obara, T., Okawa, A., Iino, N., Hattori, G., Kawada, R., & Takishima, Y. (2021) · IEEE International Symposium on Multimedia (ISM) · doi:10.1109/ism52913.2021.00019 · Cited by 10 · see citing works
Chen, X., Chen, Y., Xie, Y., & Cheng, L. (2025) · BMC Nursing · doi:10.1186/s12912-025-03852-w · Cited by 8 · see citing works
Proposing Technology-Enhanced Wisdom
Vyas, P., & Gephart, S. M. (2025) · Advances in Nursing Science · doi:10.1097/ans.0000000000000585 · Cited by 7 · see citing works
Bech, C. S., Poulsen, I., Nørholm, V., Hansen, E. F., Ringbæk, T., Ulrik, C. S., & Bové, D. G. (2022) · COPD Journal of Chronic Obstructive Pulmonary Disease · doi:10.1080/15412555.2022.2141620 · Cited by 7 · see citing works
Hemşirelikte Teknolojinin Gelişimi ve Mesleğin Geleceğine Etkileri
Çobanoğlu, A., & Oğuzhan, H. (2023) · Hemşirelik Bilimi Dergisi · doi:10.54189/hbd.1036888 · Cited by 17 · see citing works
Pektaş, H. M., Karamustafaoğlu, O., & Çelik, H. (2025) · Journal of Science Education and Technology · doi:10.1007/s10956-025-10214-3 · Cited by 14 · see citing works
Papadopoulos, I., & Lazzarino, R. (2024) · Digital Health · doi:10.1177/20552076241271792 · Cited by 5 · see citing works
Karaferis, D. C., Balaska, D., Karaferi, M. E., & Pollalis, Y. (2025) · Hygiene · doi:10.3390/hygiene5040044 · Cited by 6 · see citing works
Durukan, N., Görücü, R., & Ayoğlu, T. (2025) · Journal of Clinical Nursing · doi:10.1111/jocn.70108 · Cited by 4 · see citing works
Inteligência artificial e enfermagem: reflexão sobre o uso de tecnologias no processo de cuidar
Aydoğdu, A. L. F. (2022) · Revista de Enfermagem da UFJF · doi:10.34019/2446-5739.2020.v6.37017 · Cited by 7 · see citing works
Empowering Care: Transforming Nursing Through Artificial Intelligence
Lukkahatai, N., Diño, M. J. S., & Saligan, L. N. (2025) · Artificial intelligence · doi:10.5772/intechopen.1010323 · Cited by 4 · see citing works
Zhong, E. H., Spector, N. M., O’Hara, C., Livanos, N., & Castillo, J. D. (2025) · Journal of Nursing Regulation · doi:10.1016/j.jnr.2025.08.015 · Cited by 5 · see citing works
Han, J.-Y., Ryu, K. H., Kim, M., & Shin, K. (2025) · Asian Nursing Research · doi:10.1016/j.anr.2025.11.004 · Cited by 2 · see citing works
Li, H. (2021) · Lecture notes on data engineering and communications technologies · doi:10.1007/978-981-16-5854-9_57 · Cited by 2 · see citing works
Intelligent Development of Enterprise Management Innovation Based on Artificial Neural Network
Wu, J., & Ding, X. (2022) · Mobile Information Systems · doi:10.1155/2022/4121907 · Cited by 1 · see citing works
Changing the Perceived Views of Student Nurses Concerning Healthcare Robots
Zrínyi, M., Lampek, K., Pakai, A., Vass, D., & Oláh, A. (2022) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000000946 · Cited by 1 · see citing works
The Impact of Developing Technology on the Art of Nursing
Kalkavan, E. B., & ÇOBAN, N. (2025) · Sağlık Bilimleri Üniversitesi Hemşirelik Dergisi · doi:10.48071/sbuhemsirelik.1636754 · Cited by 9 · see citing works
Laguillo, A. B. C. (2005) · Anuario de derecho concursal
Erebak, S., & Kasımoğlu, N. (2024) · Ege Üniversitesi Hemşirelik Fakültesi Dergisi · doi:10.53490/egehemsire.1084354
Rubeis, G. (2024) · The International library of ethics, law and technology · doi:10.1007/978-3-031-55744-6_6
POSTMODERNISM: EVIDENCE-BASED PRACTICE IN NURSING: A NARRATIVE REVIEW
Gilvari, T., Rahgoi, A., Zabolypour, S., Vardanjani, L. R., & Fallahi‐Khoshknab, M. (2024) · Nursing and Midwifery Journal · doi:10.61186/unmf.21.12.944
Automation and Gender: Analysing the Labour Market Impacts of RobotizationPreprint
Dobranschi, M., Hospodková, P., Semerád, P., & Luty, P. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5124235
Costa, C. J. D. L., Soares, J. D. O., & Pontes, A. N. (2025) · Revista Multidisciplinar do Nordeste Mineiro · doi:10.61164/rmnm.v10i1.4050
The Use of Artificial Intelligence in Nursing Science
Çetin, S. B., & Cebeci, F. (2025) · CIN Computers Informatics Nursing · doi:10.1097/cin.0000000000001340
Sommer, D., Schmidbauer, L., & Wahl, F. (2024) · Figshare · doi:10.6084/m9.figshare.26698520
Rubeis, G. (2026) · Springer eBooks · doi:10.1007/978-3-032-14301-3_6
- Authors
- Watson, D., Womack, J., & Papadakos, S.
- Affiliations
- United States Department of Defense (US)
- Corresponding author
- Womack, Joshua
- ORCID
- Watson, Daniel
- Venue
- Critical Care Nursing Quarterly
- Published
- 2020-07
- Volume
- 43
- Issue
- 3
- Pages
- 303-311
- ISSN
- 0887-9303 (ISSN-L)
- OpenAlex
- W3028515196
- Cited by
- 48
- References
- 31
- Citations by year
- 2026: 1 · 2025: 19 · 2024: 12 · 2023: 5 · 2022: 6 · 2021: 3 · 2020: 1
- FWCI
- 1.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Critical Care Nursing Quarterly (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Health Sciences › Nursing › Research and Theory › Nursing education and management
- Health Sciences › Health Professions › General Health Professions › Nursing Roles and Practices
- Keywords
- artificial intelligence in nursing, nursing technology, nurse-patient interaction, patient safety, human caring, emotional intelligence, nursing workload, cognitive overload, holistic care, future of nursing practice, nursing role in health care
- MeSH terms
- Artificial Intelligence, Delivery of Health Care, Humans, Nurse-Patient Relations, Nursing Care, Robotics, Technology, Emotional Intelligence
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review