Exploration with process mining on how temperature change affects hospital emergency departments
Küçük Resim Yok
Tarih
2021
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer Science and Business Media Deutschland GmbH
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
The way patients are treated in Hospital Emergency Departments changes during the year, depending on many factors. One key component is weather temperature. Some seasonal maladies are tightly related to temperature, such as flu in cold weather or sunburn in hot weather. In this study, data from a hospital in Valencia was used to explore how harsh weather changes affect the emergency department, obtaining information about probable impacts of global warming effects in healthcare systems. Process mining techniques helped in the discovery of changes in the Emergency Departments. Some illnesses, such as heat stroke, are more prevalent during heatwaves, but more interestingly, the time to attend patients is also higher. Rapid changes in temperature are also analyzed through Process Mining techniques. © 2021, Springer Nature Switzerland AG.
Açıklama
International Conference on Process Mining, ICPM 2020 -- 5 October 2020 through 8 October 2020 -- -- 257229
Anahtar Kelimeler
Emergency, Healthcare system, Process mining, Weather conditions, Emergency rooms, Global warming, Patient treatment, Cold weather, Emergency departments, Health-care system, Heat stroke, Hospital emergency departments, Process mining, Temperature changes, Weather change, Data mining
