Automated electronic defibrillators are quite useful in many cases of out-of-hospital cardiac arrest – specifically, those so-called “shockable rhythms” in which defibrillation is indicated. Ventricular fibrillation, if treated with only bystander conventional cardiopulmonary resuscitation, has dismal survival. However, when no AED is available, the issue is mooted.
This is an interesting simulation exercise looking to improve access to AEDs such that availability might be improved in cases of cardiac arrest. These authors pulled every AED location in Denmark, along with the locations of all OHCAs between 2007 and 2016. Then, they used all OHCA from 1994 until 2007 as their “training set” to help derive an optimal location for AED placement with which to simulate. Optimal AED placements were dichotomized into “intervention #1” and “intervention #2” based on whether their building location provided business-hours access, or 24/7 access.
In the “real world” of 2007 to 2016, AED coverage of OHCA was 22.0%, leading to 14.6% bystander defibrillation. Based on their simulations and optimization, these authors propose potential 33.4% and 43.1% coverage, depending on business hours, leading to increases in bystander defibrillation of 22.5% and 26.9%. This improved coverage and bystander defibrillation would give an absolute increase in survival, based on the observed rate, of 3.4% and 4.1% over the study period.
This is obviously a simulation, meaning all these projected numbers are ficticious and subject to the imprecision of the inputs, along with extrapolated outcomes. However, the underlying principle of trying to intelligently match AED access to OHCA volume is certainly reasonable. It is hard to argue against distributing a limited resource in some data-driven fashion.
“In Silico Trial of Optimized Versus Actual Public Defibrillator Locations”
https://www.sciencedirect.com/science/article/pii/S0735109719361649