Using Formal Knowledge to Support Episodic Evidence-Based Nursing Care

Stud Health Technol Inform. 2024 Aug 22:316:1053-1057. doi: 10.3233/SHTI240591.

Abstract

Applying evidence-based medicine prevents medical errors highlighting the need for applying Clinical Guidelines (CGs) to improve patient care by nurses. However, nurses often face challenges in utilizing CGs due to patient-specific needs. Developing a Clinical Decision Support System (CDSS) can provide real-time context-sensitive CG-based recommendations. Therefore, there is a need to acquire and represent CGs in a machine-applicable manner. Also, there is a need to be able to provide recommendations episodically, only when requested, and not continuously, and to assess previous partial performance of evidence-based actions on a continuous scale. This study evaluated the feasibility of acquiring and representing major nursing CGs, in a machine-applicable manner for episodic use. Using data from an Israeli geriatric center, the results suggest that an episodic CDSS effectively supports the application of formalized nursing knowledge.

Keywords: CDSS; Clinical Guidelines; Formalization; Nursing Protocols.

MeSH terms

  • Decision Support Systems, Clinical*
  • Evidence-Based Medicine
  • Evidence-Based Nursing*
  • Humans
  • Israel
  • Practice Guidelines as Topic