Research Article

Nurses' Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities

Volume: 13 Number: 3 September 30, 2026
EN TR

Nurses' Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities

Abstract

Aim; The aim of this study was to explore the knowledge, barriers, and opportunities of nurses regarding nursing informatics and clinical decision support systems (CDSS). Method; This cross-sectional descriptive study was conducted with the participation of 114 nurses at Manisa Celal Bayar University Hospital. Data were collected through face-to-face interviews using a 20-question form prepared by researchers based on a structured literature review. Results; Of the 114 participating nurses, 69.3% worked in inpatient services, and 63.1% held undergraduate or higher degrees, with a mean age of 28.41±2.15 years. While 73.6% reported familiarity with nursing informatics, only 26.3% were aware of CDSS, and 75.4% had not received any related training. Common applications of CDSS included drug identification and administration (22.1%) and nutritional assessments and scale calculations (13.5%). Lack of knowledge and training was cited by 71.3% as a primary barrier to effective CDSS use. Nurses rated CDSS as moderately effective for certification processes, patient safety, operational efficiency, and usability. Conclusion; Although nurses possess considerable knowledge of nursing informatics, their awareness and use of CDSS remain limited. Integrating targeted in-service training and system enhancements is crucial for improving their engagement and effectiveness with CDSS.

Keywords

Supporting Institution

None

Ethical Statement

The study received ethical approval from the Ege University Medical Research Ethics Committee (Approval No: 23-8T/59). Institutional permission was obtained from the hospital with the official letter numbered E-61804347-100-601494. The study was conducted in accordance with the principles of the Helsinki Declaration.

Thanks

The authors would like to thank all the nurses who participated in this study.

References

  1. Akhu-Zaheya, L. M., & Etoom, M. (2024). The relationship between intensive care unit nurses’ informatics competency and quality of patients’ electronic health record documentation. Jordan Journal of Nursing Research, 3(2), 1–17. https://doi.org/10.14525/JJNR.v3i2.10
  2. AL-Dossary, R. N. (2023). Nurses' perceptions of the clinical decision support system effect on patient safety. Safety, 9(4), 86. https://doi.org/10.3390/safety9040086
  3. Aloufi, M. A. (2020). Effect of clinical decision support systems on quality of care by nurses. International Journal for Quality Research, 14(3). https://doi.org/10.24874/IJQR14.03-01
  4. American Nurses Association. (1994). Scope of practice for nursing informatics. American Nurses Publishing. https://www.nursingworld.o rg/~49c602/globalassets/catalog/book-toc/nursing-informatics-3e-sample-chapter.pdf Ayhan, H. (2016). Nursing informatics in intensive care unit [Yoğun bakımda hemşirelik bilişimi]. Türkiye Klinikleri Journal of Surgical Nursing, 2(1), 47–52.
  5. Çelik, M., Güneş, D., Akbaş, G., & Özkan, A. (2022). Utilization of nursing clinical decision support systems: An example of Dr. Siyami Ersek Hospital. Cardiovascular Performance Nursing, 1(1), 10–19. https://doi.org/10.5606/e-cvpn.2022.103
  6. Çetin, S., & Cebeci, F. (2024). Nurses' experiences of using a computer-based triage decision support system in the emergency department. Nursing in Critical Care, 29(5), 1078–1085. https://doi.org/10.1111/nicc.13039
  7. Chen, Y., Cai, Z., Lin, B., Yan, L., Zheng, W., Kuo, M.-C., Hübner, U., & Chang, P. (2022). Developing a professional-practice-model-based nursing organizational informatics competency model. International Journal of Medical Informatics, 166, 104840. https://doi.org/10.1016/j.ijmedinf.2022.104840
  8. Christensen, B., & Rotegård, A. K. (2023). Clinical decision support: Evaluating the development of a tool for nurses. Studies in Health Technology and Informatics, 302, 531–535. https://doi.org/10.3233/SHTI230199

Details

Primary Language

English

Subjects

Health Care Administration, Health Services and Systems (Other)

Journal Section

Research Article

Publication Date

September 30, 2026

Submission Date

April 15, 2025

Acceptance Date

July 6, 2026

Published in Issue

Year 2026 Volume: 13 Number: 3

APA
Akyüz, A., Yavuz Van Giersbergen, M., Akgül Yılmaz, S., & Arslan, V. (2026). Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal, 13(3), 316-328. https://doi.org/10.34087/cbusbed.1674602
AMA
1.Akyüz A, Yavuz Van Giersbergen M, Akgül Yılmaz S, Arslan V. Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal. 2026;13(3):316-328. doi:10.34087/cbusbed.1674602
Chicago
Akyüz, Alper, Meryem Yavuz Van Giersbergen, Serpil Akgül Yılmaz, and Veli Arslan. 2026. “Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities”. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal 13 (3): 316-28. https://doi.org/10.34087/cbusbed.1674602.
EndNote
Akyüz A, Yavuz Van Giersbergen M, Akgül Yılmaz S, Arslan V (September 1, 2026) Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal 13 3 316–328.
IEEE
[1]A. Akyüz, M. Yavuz Van Giersbergen, S. Akgül Yılmaz, and V. Arslan, “Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities”, CBU-SBED: Celal Bayar University-Health Sciences Institute Journal, vol. 13, no. 3, pp. 316–328, Sept. 2026, doi: 10.34087/cbusbed.1674602.
ISNAD
Akyüz, Alper - Yavuz Van Giersbergen, Meryem - Akgül Yılmaz, Serpil - Arslan, Veli. “Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities”. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal 13/3 (September 1, 2026): 316-328. https://doi.org/10.34087/cbusbed.1674602.
JAMA
1.Akyüz A, Yavuz Van Giersbergen M, Akgül Yılmaz S, Arslan V. Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal. 2026;13:316–328.
MLA
Akyüz, Alper, et al. “Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities”. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal, vol. 13, no. 3, Sept. 2026, pp. 316-28, doi:10.34087/cbusbed.1674602.
Vancouver
1.Alper Akyüz, Meryem Yavuz Van Giersbergen, Serpil Akgül Yılmaz, Veli Arslan. Nurses’ Perspectives on Clinical Decision Support Systems: Knowledge, Barriers, and Opportunities. CBU-SBED: Celal Bayar University-Health Sciences Institute Journal. 2026 Sep. 1;13(3):316-28. doi:10.34087/cbusbed.1674602