Introduction:
In addition to accurate measurement depth and rate of each compression, accurate measurement of full recoil, after each compression, is mandatory for the CPR training. Permitting complete chest recoil during the decompression phase of CPR is essential for refilling the lungs and for adequate myocardial perfusion. Complete chest recoil is important but not evaluated during CPR training. Currently, the recoil is measured based on the residual force when the rescuer releases the hands. Recent clinical research shows the recoil measurements need to consider the release time, release velocity and release height.
Hypothesis:
With a commercially available smartphone providing real-time feedback (placed on an armband of the subjects), trainees will improve recoil performance using proper release velocity, release time and release height.
Methods:
Using a previously validated smartphone application utilizing the smartphone’s accelerometer, gyroscope and magnetometer, we measured these 3 variables. Total of ten sessions was recorded. Each individual CPR session was recorded in the application (acceleration streams, detected pumps with annotations, and the generated feedback). Audio and visual feedback was provided about the measured depth, rate, and recoil quality. Each session has 30 CPR pumps. The scripted patterns consisted of alternating (recoil on and off) window lengths of either 5 or 10 pumps, and the patterns varied between sessions. Recoil was considered to be good if releases velocity is >= 400mm/sec and release time is <=120ms and release height is >= 2 inches.
Results:
Using the output of a bayesNet classifier on the manually-annotated dataset, 84% true positives (success) was achieved for all the three metrics.
Conclusions:
With guided feedback recoil efficiency improved.