Abstract
Background
Emergency departments use triage to ensure that patients with the highest level of acuity receive care quickly and safely. Triage is typically a nursing process that is documented as structured and unstructured (free text) data. Free-text triage narratives have been studied for specific conditions but never reviewed in a comprehensive manner.
Objective
The objective of this paper was to identify and map the academic literature that examines triage narratives. The paper described the types of research conducted, identified gaps in the research, and determined where additional review may be warranted.
Methods
We conducted a scoping review of unstructured triage narratives. We mapped the literature, described the use of triage narrative data, examined the information available on the form and structure of narratives, highlighted similarities among publications, and identified opportunities for future research.
Results
We screened 18,074 studies published between 1990 and 2022 in CINAHL, MEDLINE, Embase, Cochrane, and ProQuest Central. We identified 0.53% (96/18,074) of studies that directly examined the use of triage nurses’ narratives. More than 12 million visits were made to 2438 emergency departments included in the review. In total, 82% (79/96) of these studies were conducted in the United States (43/96, 45%), Australia (31/96, 32%), or Canada (5/96, 5%). Triage narratives were used for research and case identification, as input variables for predictive modeling, and for quality improvement. Overall, 31% (30/96) of the studies offered a description of the triage narrative, including a list of the keywords used (27/96, 28%) or more fulsome descriptions (such as word counts, character counts, abbreviation, etc; 7/96, 7%). We found limited use of reporting guidelines (8/96, 8%).
Conclusions
The breadth of the identified studies suggests that there is widespread routine collection and research use of triage narrative data. Despite the use of triage narratives as a source of data in studies, the narratives and nurses who generate them are poorly described in the literature, and data reporting is inconsistent. Additional research is needed to describe the structure of triage narratives, determine the best use of triage narratives, and improve the consistent use of triage-specific data reporting guidelines.
International Registered Report Identifier (IRRID)
RR2-10.1136/bmjopen-2021-055132
Reference140 articles.
1. National hospital ambulatory medical care survey: 2019 emergency department summary tablesOpen Minds20221252022-06-07https://openminds.com/market-intelligence/resources/082222nhamcs2019edtables/
2. NACRS Emergency Department Visits and Length of Stay, 2018–2019 (XLXS)Canadian Institute for Health Information20192022-06-07https://www.cihi.ca/en/nacrs-emergency-department-visits-and-length-of-stay-2018-2019-xlxs
3. Clinical information extraction applications: A literature review
4. The impact of machine learning on patient care: A systematic review
5. Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review