Spatiotemporal pattern of road traffic fatalities in Africa: the effect of economic development

IF 1.1 4区 社会学 Q3 GEOGRAPHY South African Geographical Journal Pub Date : 2022-05-01 DOI:10.1080/03736245.2022.2066163
Y. C. Akinyemi
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引用次数: 1

Abstract

ABSTRACT This study aims to analyse the spatiotemporal trends and effect of economic development on road traffic fatalities (RTF) across 48 countries in Africa using annual data between 2007 and 2016. Data on Gross Domestic Product (GDP) per capita, population density, road fatalities and registered vehicles were obtained from WHO and World Development Indicators. Spatial autocorrelation and clustering of mortality rates were analysed using spatial statistical techniques. Average mortality rate declined from 32.2 per 100,000 population in 2007 to 26.6 in 2016. There was wide spatial variation in mortality rates across countries. The year 2010 exhibited a statistically significant spatial dependence on mortality rates. Locally, hotspots of mortality rates were located in 10 countries in 2010 and in 2 countries in 2016. Significant ‘coldspots’ were exhibited in four countries during the study period. Mixed-effect negative binomial regression analysis results reveal significant negative relationship between GDP per capita and road fatalities for both highly developed and less developed countries. Furthermore, 1% increase in registered vehicles leads to a rise in RTF. The government needs to invest more funds in road infrastructure, safe public transport, enforcement of regulations and post-crash emergency care.
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非洲道路交通死亡的时空格局:经济发展的影响
本研究旨在利用2007年至2016年的年度数据,分析非洲48个国家经济发展对道路交通死亡(RTF)的时空趋势和影响。关于人均国内生产总值、人口密度、道路死亡人数和登记车辆的数据来自卫生组织和世界发展指标。利用空间统计技术分析死亡率的空间自相关和聚类。平均死亡率从2007年的每10万人32.2人下降到2016年的26.6人。各国的死亡率存在很大的空间差异。在统计上,2010年死亡率具有显著的空间依赖性。在当地,2010年有10个国家出现死亡率热点,2016年有2个国家出现死亡率热点。在研究期间,有四个国家出现了显著的“冷点”。混合效应负二项回归分析结果显示,无论是高度发达国家还是欠发达国家,人均GDP与道路死亡人数之间都存在显著的负相关关系。此外,每增加1%的登记车辆就会导致RTF上升。政府需要在道路基础设施、安全的公共交通、法规的执行和事故后的紧急护理方面投入更多资金。
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来源期刊
CiteScore
3.40
自引率
7.10%
发文量
25
期刊介绍: The South African Geographical Journal was founded in 1917 and is the flagship journal of the Society of South African Geographers. The journal aims at using southern Africa as a region from, and through, which to communicate geographic knowledge and to engage with issues and themes relevant to the discipline. The journal is a forum for papers of a high academic quality and welcomes papers dealing with philosophical and methodological issues and topics of an international scope that are significant for the region and the African continent, including: Climate change Environmental studies Development Governance and policy Physical and urban Geography Human Geography Sustainability Tourism GIS and remote sensing
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