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The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong

Numerous studies have examined the effects of weather on emergency ambulance service (EAS) demand. Given Taipei’s unique physical and social environments, empirical evidence collected from other regions may not be applicable. Collecting more information about the characteristics of vulnerable groups...

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Detalles Bibliográficos
Autores principales: Wong, Ho Ting, Lin, Jen-Jia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Vienna 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7223070/
https://www.ncbi.nlm.nih.gov/pubmed/32421067
http://dx.doi.org/10.1007/s00704-020-03213-4
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author Wong, Ho Ting
Lin, Jen-Jia
author_facet Wong, Ho Ting
Lin, Jen-Jia
author_sort Wong, Ho Ting
collection PubMed
description Numerous studies have examined the effects of weather on emergency ambulance service (EAS) demand. Given Taipei’s unique physical and social environments, empirical evidence collected from other regions may not be applicable. Collecting more information about the characteristics of vulnerable groups and the effects of weather could help the EAS managing authority in formulating cost-effective EAS policies. This study aims to look at the effects of weather on EAS demand in Taipei and to make a comparison with Hong Kong, which is also an Asian city and has a similar cultural context. The study analyzed over 370,000 EAS usage records from the Taipei City Fire Department. These records were aggregated into time series data according to patients’ characteristics and then regressed on meteorological data via multivariate forward regression. The effect size differences of the variance explained by different groups of EAS users’ regression models were compared. Afterward, the results of the regression analysis from Taipei were compared with those from a Hong Kong study. Elderly and critical patients in both cities showed significantly more sensitivity to weather than other patients. Further analysis showed that non-trauma cases were related to weather in Taipei. Although both cities had similar results, the Taipei study clearly showed that elderly and critical patients were more sensitive to weather than other patient subgroups. Health education programs should focus on the vulnerable groups identified in this study in order to increase their awareness and help them protect themselves before the onset of adverse weather conditions. By generating results that are directly applicable to Taipei, the formulation of inappropriate EAS policies can be prevented.
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spelling pubmed-72230702020-05-15 The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong Wong, Ho Ting Lin, Jen-Jia Theor Appl Climatol Original Paper Numerous studies have examined the effects of weather on emergency ambulance service (EAS) demand. Given Taipei’s unique physical and social environments, empirical evidence collected from other regions may not be applicable. Collecting more information about the characteristics of vulnerable groups and the effects of weather could help the EAS managing authority in formulating cost-effective EAS policies. This study aims to look at the effects of weather on EAS demand in Taipei and to make a comparison with Hong Kong, which is also an Asian city and has a similar cultural context. The study analyzed over 370,000 EAS usage records from the Taipei City Fire Department. These records were aggregated into time series data according to patients’ characteristics and then regressed on meteorological data via multivariate forward regression. The effect size differences of the variance explained by different groups of EAS users’ regression models were compared. Afterward, the results of the regression analysis from Taipei were compared with those from a Hong Kong study. Elderly and critical patients in both cities showed significantly more sensitivity to weather than other patients. Further analysis showed that non-trauma cases were related to weather in Taipei. Although both cities had similar results, the Taipei study clearly showed that elderly and critical patients were more sensitive to weather than other patient subgroups. Health education programs should focus on the vulnerable groups identified in this study in order to increase their awareness and help them protect themselves before the onset of adverse weather conditions. By generating results that are directly applicable to Taipei, the formulation of inappropriate EAS policies can be prevented. Springer Vienna 2020-04-21 2020 /pmc/articles/PMC7223070/ /pubmed/32421067 http://dx.doi.org/10.1007/s00704-020-03213-4 Text en © Springer-Verlag GmbH Austria, part of Springer Nature 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Paper
Wong, Ho Ting
Lin, Jen-Jia
The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong
title The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong
title_full The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong
title_fullStr The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong
title_full_unstemmed The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong
title_short The effects of weather on daily emergency ambulance service demand in Taipei: a comparison with Hong Kong
title_sort effects of weather on daily emergency ambulance service demand in taipei: a comparison with hong kong
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7223070/
https://www.ncbi.nlm.nih.gov/pubmed/32421067
http://dx.doi.org/10.1007/s00704-020-03213-4
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