Antonio León‐JustelMarta Jimenez-BarraganCarmen Navarro-BustosSalomon Martin-PerezJose M. Garrido-CastillaIsabel MoralesFernando Oltra‐HostaletM.T. Martín Fernández-GallardoAna Diaz-LuqueAntonia Eugenio-Pizarro2026-03-222026-03-22202510.1080/13696998.2025.2508659https://doi.org/10.1080/13696998.2025.2508659https://andeanlibrary.org/handle/123456789/77158Advanced data analytics has become a useful tool in analyzing lots of processes. Our study showed that advanced data analytics has become an exceptional tool in clinical laboratories and exemplifies how POCT incorporation in ED for care of ESI-3 patients reduces physicians' workload and waiting times of ESI-3, 4 and 5 patients, thus optimizing the patients' medical journey.enMedicineEmergency departmentPoint of careAnalyticsPoint-of-care testingMedical emergencyEmergency medicineDevelopment and validation of an advanced data analytics model to support strategic point-of-care testing utilization decisions in the emergency departmentarticle