Danish Drowning Formula for identification of out-of-hospital cardiac arrest from drowning
Niklas Breindahl, Signe A Wolthers, Theo W Jensen, Mathias G Holgersen, Stig N F Blomberg, Jacob Steinmetz, Helle C Christensen, Danish Cardiac Arrest Group, Niklas Breindahl, Signe A Wolthers, Theo W Jensen, Mathias G Holgersen, Stig N F Blomberg, Jacob Steinmetz, Helle C Christensen, Danish Cardiac Arrest Group
Abstract
Background: Accurate, reliable, and sufficient data is required to reduce the burden of drowning by targeting preventive measures and improving treatment. Today's drowning statistics are informed by various methods sometimes based on data sources with questionable reliability. These methods are likely responsible for a systematic and significant underreporting of drowning. This study's aim was to assess the 30-day survival of patients with out-of-hospital cardiac arrest (OHCA) identified in the Danish Cardiac Arrest Registry (DCAR) after applying the Danish Drowning Formula.
Methods: This nationwide, cohort, registry-based study with 30-day follow-up used the Danish Drowning Formula to identify drowning-related OHCA with a resuscitation attempt from the DCAR from January 1st, 2016, through December 31st, 2021. The Danish Drowning Formula is a text-search algorithm constructed for this study based on trigger-words identified from the prehospital medical records of validated drowning cases. The primary outcome was 30-day survival from OHCA. Data were analyzed using multiple logistic regression.
Results: Drowning-related OHCA occurred in 374 (1%) patients registered in the DCAR compared to 29,882 patients with OHCA from other causes. Drowning-related OHCA more frequently occurred at a public location (87% vs 25%, p < 0.001) and were more frequently witnessed by bystanders (80% vs 55%, p < 0.001). Both 30-day and 1-year survival for patients with drowning-related OHCA were significantly higher compared to OHCA from other causes (33% vs 14% and 32% vs 13%, respectively, p < 0.001). The adjusted odds ratio for 30-day survival for drowning-related OHCA and other causes of OHCA was 2.3 [1.7-3.2], p < 0.001. Increased 30-day survival was observed for drowning-related OHCA occurring at swimming pools compared to public location OHCA from other causes with an OR of 11.6 [6.0-22.6], p < 0.001.
Conclusions: This study found higher 30-day survival among drowning-related OHCA compared to OHCA from other causes. This study proposed that a text-search algorithm (Danish Drowning Formula) could explore unstructured text fields to identify drowning persons. This method may present a low-resource solution to inform the drowning statistics in the future.
Registration: This study was registered at ClinicalTrials.gov before analyses (NCT05323097).
Keywords: Cohort study; Danish drowning formula; Drowning; Out-of-hospital cardiac arrest; Prehospital.
Conflict of interest statement
Declaration of Competing Interest The authors declare no conflict of interest.
Copyright © 2023 The Authors. Published by Elsevier Inc. All rights reserved.
Source: PubMed