Literature DB >> 33644437

Determination of the impact of rainfall on road accidents in Thailand.

Kamolrat Sangkharat1, John E Thornes1,2, Porntip Wachiradilok3, Francis D Pope1.   

Abstract

The World Health Organization has highlighted that the number of deaths worldwide due to road accidents increases every year. It recommends that countries improve road safety for all people by providing sustainable and safe transport systems by 2030, efforts are especially required within Low Middle-Income Countries (LMICS). This study is the first to investigate the impact of rainfall on road accidents in Thailand. Thai emergency data were collected from the National Institute for Emergency Medicine (NIEM) between 2012 to 2018. A time-series design with generalized linear model (GLM) was applied to analyse the associations between road accidents and rainfall. The results are reported using relative risk (RR) at 95% confidence intervals compared with dry days. The effects of long-term trends, seasonality, day of the weeks, public holidays and other meteorological factors were controlled in the GLM. A meta-analysis was applied to summarise the estimate effect of rain groups stratified by the Northern and Southern provinces. Findings reported a significant increase in road accidents due to high rainfall levels both in the Southern and the Northern provinces. The pooled estimate risks in the Southern provinces have higher estimated risks than the Northern provinces. Both Northern and Southern provinces showed the rain group with 10-20 mm/day having the highest pooled estimated risk with RR = 1.052, (95% CI: 1.026-1.079) and RR = 1.062, (95% CI: 1.043-1.082), respectively, while surprisingly, heavy rain with more than 20 mm/day reported a reduction of risks. Road accidents can therefore be associated with rainfall. It is recommended that rainfall is factored into ambulance forecast models and warning systems, allowing for improvements in ambulance service efficiency. Policymakers need to integrate road safety policies that reduce road accidents in wet weather.
© 2021 The Author(s).

Entities:  

Keywords:  Ambulance service; Emergency service; Rainfall; Road accidents

Year:  2021        PMID: 33644437      PMCID: PMC7895724          DOI: 10.1016/j.heliyon.2021.e06061

Source DB:  PubMed          Journal:  Heliyon        ISSN: 2405-8440


  10 in total

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Journal:  Accid Anal Prev       Date:  2004-07

2.  Road accidents and rainfall in a large Australian city.

Authors:  Kevin Keay; Ian Simmonds
Journal:  Accid Anal Prev       Date:  2005-12-02

3.  Explaining the road accident risk: weather effects.

Authors:  Ruth Bergel-Hayat; Mohammed Debbarh; Constantinos Antoniou; George Yannis
Journal:  Accid Anal Prev       Date:  2013-04-01

4.  Measuring the effect of the rainfall on the windshield in terms of visual performance.

Authors:  Frédéric Bernardin; Roland Bremond; Vincent Ledoux; Maria Pinto; Sophie Lemonnier; Viola Cavallo; Michèle Colomb
Journal:  Accid Anal Prev       Date:  2013-11-04

5.  Studying the effect of weather conditions on daily crash counts using a discrete time-series model.

Authors:  Tom Brijs; Dimitris Karlis; Geert Wets
Journal:  Accid Anal Prev       Date:  2008-02-04

6.  Acute exposure to fine particulate matter and cardiovascular hospital emergency room visits in Beijing, China.

Authors:  Qin Xu; Shuo Wang; Yuming Guo; Chao Wang; Fangfang Huang; Xia Li; Qi Gao; Lijuan Wu; Lixin Tao; Jin Guo; Wei Wang; Xiuhua Guo
Journal:  Environ Pollut       Date:  2016-09-30       Impact factor: 8.071

7.  Extremely cold and hot temperatures increase the risk of ischaemic heart disease mortality: epidemiological evidence from China.

Authors:  Yuming Guo; Shanshan Li; Yanshen Zhang; Ben Armstrong; Jouni J K Jaakkola; Shilu Tong; Xiaochuan Pan
Journal:  Heart       Date:  2012-11-13       Impact factor: 5.994

8.  Risk of a road accident in rainy weather.

Authors:  H Brodsky; A S Hakkert
Journal:  Accid Anal Prev       Date:  1988-06

9.  Impact of extreme temperatures on ambulance dispatches in London, UK.

Authors:  Kamolrat Sangkharat; Marliyyah A Mahmood; John E Thornes; Paul A Fisher; Francis D Pope
Journal:  Environ Res       Date:  2020-01-03       Impact factor: 6.498

10.  The relationship between extreme temperature and emergency incidences: a time series analysis in Shenzhen, China.

Authors:  Yinsheng Guo; Yue Ma; Jiajia Ji; Ning Liu; Guohong Zhou; Daokui Fang; Guangwen Huang; Tao Lan; Chaoqiong Peng; Shuyuan Yu
Journal:  Environ Sci Pollut Res Int       Date:  2018-10-26       Impact factor: 4.223

  10 in total
  2 in total

Review 1.  Influence of Environmental Factors on Injury Severity Using Ordered Logit Regression Model in Limpopo Province, South Africa.

Authors:  Peter M Mphekgwana
Journal:  J Environ Public Health       Date:  2022-02-21

2.  A knowledge elicitation approach to traffic accident analysis in open data: comparing periods before and after the Covid-19 outbreak.

Authors:  ChienHsing Wu; Shu-Chen Kao; Chia-Chen Chang
Journal:  Heliyon       Date:  2022-08-24
  2 in total

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