Weather inference and daily demand for emergency ambulance services

H. T. Wong*, P. C. Lai

*此作品的通信作者

研究成果: 雜誌貢獻期刊論文同行評審

24 引文 斯高帕斯(Scopus)

摘要

Aim: To examine weather effects on the daily demand for ambulance services in Hong Kong. Methods Over 6 million cases of emergency attendance from May 2006 through April 2009 (3 years) were obtained from the Hospital Authority in Hong Kong. These cases were further stratified by age, triage levels, hospital admission status, comprehensive social security assistance (CSSA) recipients and gender. The stratification was used to correlate against weather factors to assess the dependency of these variables and their effects on the daily number of ambulance calls. Adjusted-R 2 values obtained from the regression analysis were used as a measure for evaluating predictability. Results: The adjusted-R 2 of emergency cases by age groups showed proportional correlation with weather factors, which was more significant in older patients (0.76, p<0.01) than young patients (0.10, p<0.05). Furthermore, patients with more severe conditions were shown to have a higher adjusted-R 2 (0.63, p<0.05 for critical as opposed to 0 for non-urgent patients). Weather effects were also found more significant in women (0.50, p<0.01) and CSSA recipients (0.54, p<0.01) when compared against their corresponding reference groups (respectively men at 0.46, p<0.01 and non-CSSA recipients at 0.45, p<0.01). Moreover, average temperature appeared to be a major weather effect. Conclusions: The presence of strong weather effects among different target groups indicates possibility for the development of a short-term forecast system of daily ambulance demand using weather variables. The availability of such a forecast system would render more effective deployment of the ambulance services to meet the unexpected increase in service demands.

原文英語
頁(從 - 到)60-64
頁數5
期刊Emergency Medicine Journal
29
發行號1
DOIs
出版狀態已發佈 - 2012 1月
對外發佈

ASJC Scopus subject areas

  • 急診醫學
  • 重症監護和重症監護醫學

指紋

深入研究「Weather inference and daily demand for emergency ambulance services」主題。共同形成了獨特的指紋。

引用此