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Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic
Fatalities due to road accidents remain a major challenge worldwide. In the recent years, Malawi, one of the developing African countries with a total population of about 19 million has also been witnessing a very high fatality rate [of about 31 crash deaths per 100,000 population in 2016] compared...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957775/ https://www.ncbi.nlm.nih.gov/pubmed/36852033 http://dx.doi.org/10.1016/j.heliyon.2023.e13700 |
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author | Ngwira, Gibson Mpokonyoka Bolaane, Benjamin Parida, Bhagabat P. |
author_facet | Ngwira, Gibson Mpokonyoka Bolaane, Benjamin Parida, Bhagabat P. |
author_sort | Ngwira, Gibson Mpokonyoka |
collection | PubMed |
description | Fatalities due to road accidents remain a major challenge worldwide. In the recent years, Malawi, one of the developing African countries with a total population of about 19 million has also been witnessing a very high fatality rate [of about 31 crash deaths per 100,000 population in 2016] compared to most of its neighbours in the region. This seems to be continuously increasing even with several intervention measures, such as, speed and alcohol impairment laws, and laws for mandatory seatbelt and helmet use. In view of this, the study attempted to investigate the trend of road fatalities in Malawi, such that effectiveness of the existing measures can be established. For this, archived crash data of road fatalities between years 2000–2021 were used to undertake intervention and trend analyses. The method of Cumulative Summation was used to identify intervention points in the series, followed by the Mann-Kendall statistic (τ) to determine the trend during the intervened period using the non-parametric Rank-Sum test to support the findings. The results showed that the trend has been decreasing in the early years of legislating policy measures [2000–2012] and, thereafter [2013–2021], increased significantly [τ = 0.8333]. This suggests that there was acceptance of the measures by the motorists/public in the early years of implementation [2000–2012], which might have been overshadowed by vehicle population growth and weak enforcement mechanism that have seen the trend increasing lately. The study therefore suggests that there is still a scope to review the intervention measures in their effective implementation as well as regular monitoring. |
format | Online Article Text |
id | pubmed-9957775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99577752023-02-26 Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic Ngwira, Gibson Mpokonyoka Bolaane, Benjamin Parida, Bhagabat P. Heliyon Research Article Fatalities due to road accidents remain a major challenge worldwide. In the recent years, Malawi, one of the developing African countries with a total population of about 19 million has also been witnessing a very high fatality rate [of about 31 crash deaths per 100,000 population in 2016] compared to most of its neighbours in the region. This seems to be continuously increasing even with several intervention measures, such as, speed and alcohol impairment laws, and laws for mandatory seatbelt and helmet use. In view of this, the study attempted to investigate the trend of road fatalities in Malawi, such that effectiveness of the existing measures can be established. For this, archived crash data of road fatalities between years 2000–2021 were used to undertake intervention and trend analyses. The method of Cumulative Summation was used to identify intervention points in the series, followed by the Mann-Kendall statistic (τ) to determine the trend during the intervened period using the non-parametric Rank-Sum test to support the findings. The results showed that the trend has been decreasing in the early years of legislating policy measures [2000–2012] and, thereafter [2013–2021], increased significantly [τ = 0.8333]. This suggests that there was acceptance of the measures by the motorists/public in the early years of implementation [2000–2012], which might have been overshadowed by vehicle population growth and weak enforcement mechanism that have seen the trend increasing lately. The study therefore suggests that there is still a scope to review the intervention measures in their effective implementation as well as regular monitoring. Elsevier 2023-02-11 /pmc/articles/PMC9957775/ /pubmed/36852033 http://dx.doi.org/10.1016/j.heliyon.2023.e13700 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Ngwira, Gibson Mpokonyoka Bolaane, Benjamin Parida, Bhagabat P. Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic |
title | Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic |
title_full | Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic |
title_fullStr | Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic |
title_full_unstemmed | Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic |
title_short | Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic |
title_sort | investigating the trend of road traffic fatalities in malawi using mann-kendall statistic |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9957775/ https://www.ncbi.nlm.nih.gov/pubmed/36852033 http://dx.doi.org/10.1016/j.heliyon.2023.e13700 |
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