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使用曼-肯德尔统计量调查马拉维道路交通事故死亡人数的趋势。

Investigating the trend of road traffic fatalities in Malawi using Mann-Kendall statistic.

作者信息

Ngwira Gibson Mpokonyoka, Bolaane Benjamin, Parida Bhagabat P

机构信息

Road Traffic and Safety Services, Lilongwe, Malawi.

University of Botswana, Gaborone, Botswana.

出版信息

Heliyon. 2023 Feb 11;9(2):e13700. doi: 10.1016/j.heliyon.2023.e13700. eCollection 2023 Feb.

Abstract

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.

摘要

道路交通事故造成的死亡仍是全球面临的一项重大挑战。近年来,非洲发展中国家之一的马拉维,总人口约1900万,与该地区大多数邻国相比,其死亡率也非常高(2016年每10万人口中约有31人死于车祸)。即使采取了多项干预措施,如速度和酒精限制法律,以及强制使用安全带和头盔的法律,死亡率似乎仍在持续上升。鉴于此,该研究试图调查马拉维道路死亡事故的趋势,以便确定现有措施的有效性。为此,使用了2000年至2021年期间道路死亡事故的存档碰撞数据进行干预和趋势分析。采用累积求和法确定序列中的干预点,然后使用曼-肯德尔统计量(τ),通过非参数秩和检验来确定干预期间的趋势,以支持研究结果。结果表明,在立法政策措施的早期(2000 - 2012年)趋势一直在下降,而此后(2013 - 2021年)显著上升[τ = 0.8333]。这表明在实施的早期(2000 - 2012年)驾驶者/公众接受了这些措施,但后来车辆数量的增长和执法机制的薄弱可能掩盖了这种接受程度,导致近期趋势上升。因此,该研究表明,在有效实施干预措施以及定期监测方面仍有审查的空间。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0287/9957775/80b9d906edb2/gr1.jpg

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