Acute cardiac care & resuscitation

How to Measure First Responders’ Arrival Time in a Smartphone Alerting System? An observational study

ResuscitationPublished observational study

Authors' conclusion

GPS-based tracking provides a reliable, objective measure of CFR arrival times. The 50m geofence offers the highest practical applicability and consistency. Manual confirmation was often delayed or missing, limiting its reliability. GPS50m could be considered a standardized metric for arrival measurement in SAS for further evaluation and optimization. (DRKS00032957, 30/10/2023).

Study context

Population
Activations of the Smartphone Alerting Systems (SAS) "Region of Lifesavers" in Freiburg, Germany, over a 12-month period (1/12/2023–30/11/2024)alerts, 2,480 community first responders (CFR) accepted, 1,577 complete data cases
Participants
1,498 participants
Exposure
Response time measurement methods: GPS100m vs GPS50m vs manual confirmation
Outcome
Median arrival time

Main finding

As reported in the abstract

GPS100m

04:21

median · IQR 02:58, 06:00 · min

GPS50m

04:40

median · IQR 03:19, 06:25 · min

Manual confirmation

05:50

median · IQR 04:03, 08:04 · min

Significant differences between all methods
P < 0.001 for all pairwise comparisons

Observational data: associations, not effects.

Further findings

Manual confirmation documented

Manual confirmation documented
69.2%

Bland-Altman analysis

Smaller bias for GPS50m than for GPS100m, with comparable limits of agreement

Original publication

How to Measure First Responders’ Arrival Time in a Smartphone Alerting System? An observational study. Resuscitation. Published 25 September 2026. doi:10.1016/j.resuscitation.2026.111329

Composed by AI from the published abstract and checked against it. How Briefs are made →

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