Background: Algorithmic tools such as early warning systems (EWSs) have been embedded into clinical
practice globally to facilitate the early recognition of patient deterioration and to guide the escalation of
care. Concerns have been raised that the mandated use of these EWS tools may impact the development
of nurses' higher-order thinking. However, the relationship between EWS tools and the development of
higher-order thinking is poorly understood.
Objectives: This paper provides the qualitative results of a larger study that sought to explore the impact
of EWS tools on the development of nurses' higher-order thinking. The objective of this component of the
study was to ascertain the thoughts and perceptions of nurses on the use of EWSs and how this related to
the development of higher-order thinking skills.
Methods: A mixed-method, concurrent study designwas used to explore the concept of the development
of nurses' higher-order thinking in the context of EWS tools. The qualitative responses from a Qualtrics
survey were thematically analysed and presented.
Findings: Two major themes were uncovered: White Lies and Safety Nets. Our analysis of the data suggested
that some nurses amend their documentation practice to accommodate the EWS’s escalation
process, uncovering a view that the tool did not account for clinical reasoning. Parallel to this, some
nurses found that these systems supported clinical decision-making and helped to build confidence, thus
acting as a safety net for their practice.
Conclusion: Reliance on EWSs can both hinder and/or support the development of higher-order thinking.
Early warning systems are useful tools in ensuring patient safety but should be used in conjunction with
nurses' higher-order thinking.