Abstract

Using physiological markers to detect patients at risk of deterioration is common. Deaths at music festivals in Australia prompted scrutiny of tools to identify critically unwell patients for transport to hospital. This study evaluated initial physiological parameters to identify patients selected for transport to hospital from a music festival. A retrospective audit of 2045 presentations at music festivals in Victoria, Australia, was performed. Presentation heart rate, systolic blood pressure, respiratory rate, oxygen saturation, temperature, and Glasgow Coma Scale were assessed using area under the receiver operating characteristic curve (AUROC) analysis, with a prespecified threshold of 0.7. The only measured variable to exceed the prespecified cutpoint was initial systolic blood pressure, with an AUROC of 0.72 and optimal cutpoint of 122 mmHg. Using commonly accepted cutpoints for variables did not improve detection performance to acceptable levels, nor did using combination systems of cutpoints. Initial physiological variables are poor predictors of the decision to transport to hospital from music festivals. Systolic blood pressure was significant, but only at a clinically insignificant value. Decisions on which patients to transport from an event site should incorporate more information than initial physiology. Senior clinicians should lead decision-making about hospital transport from music festivals.

Highlights

  • A prespecified threshold for significance was set at P < 0.05, corrected to 0.005 using a Bonferroni correction for the number of comparisons

  • The fact that none of the strategies of continuous measurement other than systolic blood pressure (SBP), and none of the cutpoints or combinations of cutpoints reached the prespecified threshold for adequate prediction supports this point

  • This arrangement is only safe if there are alternative systems to detect patients needing transport to hospital, and further reinforces the role for senior clinical decision-makers to be present at music festivals

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Summary

Study Design

An retrospective observational cohort study was conducted of patients presenting for care at mass gatherings by a single organization (Event Medical Services Australia) supplying medical services in Victoria (Australia) from 2018 to 2019, using that organization’s presentation database.

Ethical Approval
Participants, Inclusion, and Exclusion Criteria
Statistical Methods
Participants
Discussion
Limitations
Conclusions
Full Text
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