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Evaluating the adoption of electric vehicles: Insights from Ghana 评估电动汽车的采用情况:加纳的启示
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100007
Charles Atombo , Gideon Pappoe , Maxwell Selase Akple , David Adzah

Electric vehicles (EVs) are eco-friendly automobile innovation and is evolving as a promising solution to global challenges such as energy scarcity and environmental pollution. However, adoption of EVs in Ghana remains limited. Hence, the study examined the underlying factors affecting EVs adoption in Ghana using web-based survey involving 902 participants across Ghana. The study employed Innovation Diffusion Theory and Binary Logistic Regression to address the objective. The result shows that gender, driving license, driving experience, vehicle ownership, source of information on EVs, and knowledge of EVs were significant demographic factors related to the adoption of EVs. Apparently, being male, middle age, driving experience ranging from 6 to 20 years, higher-income earners, private car owners, familiarity with EVs, and those with knowledge of EVs from sources like internet and school were more inclined to adopt EVs. Moreover, factors such as economic benefits, availability of charging infrastructure, environmental concerns, and self-image are more likely to increase EVs adoption. Categorically, the perception that EVs: save fuel, provide economic advantages, reduced air pollution, produced low carbon emissions, protect the environment, are easy to maintain and availability of repair resources are more likely to motivate the adoption of EVs. Furthermore, charging stations availability, personal image enhancement, and peer influence are closely related to the adoption of EVs. However, not opting to adopt EVs is closely related to concerns about tax incentives associated with owning an EV, the distance traveled before recharging, and the belief that EVs have low noise levels. Policy implications were also discussed.

电动汽车(EV)是一种环保型汽车创新,是应对能源匮乏和环境污染等全球挑战的一种前景广阔的解决方案。然而,加纳对电动汽车的采用仍然有限。因此,本研究通过网络调查对影响加纳采用电动汽车的基本因素进行了研究,调查涉及加纳各地的 902 名参与者。研究采用了创新扩散理论和二元逻辑回归来实现目标。结果显示,性别、驾照、驾驶经验、车辆拥有量、电动汽车信息来源和电动汽车知识是与电动汽车采用相关的重要人口学因素。显然,男性、中年、驾龄在 6 至 20 年之间、高收入者、私家车车主、熟悉电动汽车、从互联网和学校等渠道了解电动汽车知识者更倾向于采用电动汽车。此外,经济效益、充电基础设施的可用性、环境问题和自我形象等因素也更有可能提高电动汽车的采用率。从总体上看,认为电动汽车:节省燃料、提供经济优势、减少空气污染、产生低碳排放、保护环境、易于维护和有维修资源,更有可能促使人们采用电动汽车。此外,充电站的可用性、个人形象的提升和同伴的影响也与电动汽车的采用密切相关。然而,不选择采用电动汽车与对拥有电动汽车相关税收优惠政策的担忧、充电前的行驶距离以及认为电动汽车噪音低密切相关。此外,还讨论了政策影响。
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引用次数: 0
Evaluating the categorical effect of vehicle characteristics on exhaust emissions 评估车辆特性对尾气排放的分类影响
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100008
A.K. Milku , F. Attiogbe , C. Atombo , N.S.A. Derkyi , E.L. Asuako

The study assessed the categorical effect of vehicle age, frequency of maintenance and emission technology on vehicle emissions. Concentrations of carbon dioxide, hydrocarbons, carbon monoxide, and nitrogen oxide samples were taken from one thousand and two (1002) light-duty gasoline vehicles at three vehicle inspection centers in the city of Accra. Vehicle age was positively related to CO and HC emissions. The use of emission technology was negatively related to CO and HC emissions, but positively related to NOx. Vehicle maintenance had a significant negative relationship with HC but no significant relationship with CO, CO2, or NOx. Categorically, moderate and over-aged vehicles were positively related to CO and HC with over-aged vehicles being more so. Furthermore, 2-way and 3-way converter were negatively related to exhaust emissions, but 2-way converter was positively related to NOx. However, the coefficient value of the significant relationship between 3-way converter and CO (β = −0.374) as well as HC (β = −0.460) emissions was higher than 2-way converter. Regular maintenance of vehicles showed significant negative relations with HC, with insignificant relation with CO, CO2 and NOx emissions. The findings suggest that vehicle age, regular maintenance and use of emission technology are critical factors to consider when reducing vehicle emissions.

该研究评估了车龄、维修频率和排放技术对车辆排放的分类影响。二氧化碳、碳氢化合物、一氧化碳和氮氧化物的浓度样本取自阿克拉市三个车辆检测中心的一千零二十(1002)辆轻型汽油车。车龄与 CO 和 HC 排放量呈正相关。排放技术的使用与 CO 和 HC 的排放呈负相关,但与 NOx 呈正相关。车辆保养与 HC 有显著的负相关关系,但与 CO、CO2 或 NOx 没有显著关系。从分类上看,中等车龄和超车龄车辆与 CO 和 HC 呈正相关,超车龄车辆的相关性更大。此外,2 通和 3 通转换器与尾气排放呈负相关,但 2 通转换器与氮氧化物呈正相关。不过,3 路转换器与 CO(β = -0.374)和 HC(β = -0.460)排放量之间的显著关系系数值高于 2 路转换器。车辆的定期维护与 HC 呈显著负相关,与 CO、CO2 和 NOx 排放的关系不明显。研究结果表明,车龄、定期维护和排放技术的使用是减少车辆排放时需要考虑的关键因素。
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引用次数: 0
Segmenting and investigating pedestrian-vehicle crashes in Ghana: A latent class clustering approach 加纳行人与车辆碰撞事故的分类与调查:潜类聚类法
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100010
Cailis Bullard , Emmanuel Kofi Adanu , Jun Liu , William Agyemang , Steven Jones

In low- and middle-income countries (LMIC) pedestrians and cyclists account for approximately 26 % of the road traffic deaths, which is a considerable amount as it is well known that the majority (90 %) of the world's road traffic deaths occur in these countries. In Africa however, pedestrian and cyclist deaths account for 44 % of their yearly road related deaths. Ghana is no exception to this trend; in fact, it has been estimated that pedestrian crashes alone account for 36.7 % of road related deaths in the country. Therefore, the objective of this study is to use historical crash records from 2018 to 2020 to explore pedestrian-vehicle crashes in Ghana, to identify the groups of pedestrians represented in pedestrian-vehicle crashes by use of a latent class analysis (LCA) model, then conduct injury severity analyses using a mixed logit approach on each pedestrian group found in the LCA modeling. Results indicate that by segmenting the pedestrian crash data into homogenous groups, some variables were found to only be significantly associated with injury severity within some classes. Other variables were found to be significant across multiple classes yet experience different trends within each. For example, no traffic control was found to be significant within three subgroups but affect severity levels differently across classes. Further the darker hours of the day were more likely to be associated with fatal and major injury outcomes across multiple classes. This study provides new direction for studying different types of pedestrian crashes, particularly in LMICs and provides targeted interventions.

在中低收入国家(LMIC),行人和骑自行车者约占道路交通死亡人数的 26%,这是一个相当大的数字,因为众所周知,世界上大多数(90%)的道路交通死亡事故都发生在这些国家。然而,在非洲,行人和骑自行车者的死亡人数占每年道路相关死亡人数的 44%。加纳也不例外;事实上,据估计,仅行人碰撞事故就占加纳道路相关死亡人数的 36.7%。因此,本研究的目的是利用 2018 年至 2020 年的历史碰撞记录来探讨加纳的行人-车辆碰撞事故,通过使用潜类分析(LCA)模型来确定行人-车辆碰撞事故中的行人群体,然后使用混合对数法对 LCA 建模中发现的每个行人群体进行伤害严重程度分析。结果表明,通过将行人碰撞事故数据划分为同质组别,发现某些变量仅在某些组别内与伤害严重程度有显著关联。其他变量在多个组别中都有显著关系,但在每个组别中的趋势却各不相同。例如,在三个分组中,没有交通管制被认为是重要的,但在不同等级中,对严重程度的影响却不同。此外,在多个等级中,一天中较暗的时段更有可能与致命和重大伤害结果相关。这项研究为研究不同类型的行人碰撞事故提供了新的方向,特别是在低收入和中等收入国家,并提供了有针对性的干预措施。
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引用次数: 0
Decarbonizing Ghanaian cities through the lens of sustainable transportation planning: Policy and institutional response 通过可持续交通规划实现加纳城市的去碳化:政策和机构对策
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100013
Evelyn Amekudzi , Emmanuel Amponsah , Michael Poku-Boansi , Obaa Yaa Aninwaa Anin-Yeboah , Michael Osei Asibey
The global emphasis on decarbonization has intensified in response to urban struggles with climate change. The growing demand for mobility in urban areas intensifies climate change crisis, requiring a reevaluation and transformation of current transportation systems. This study investigates the role of policy frameworks and institutional responses in the connection between sustainable transportation planning and decarbonization in Ghanaian cities. The study relied on both primary and secondary data sources. Primary data was obtained from eight respondents from the Development Planning Department, and the Transport Department of the Kumasi Metropolitan Assembly, Department of Urban Roads and the Environmental Protection Agency through face-to-face interviews. The findings showed that the existing policy landscape of Ghana does not sufficiently provide for transport decarbonization. Consequently, this neglect of the policies and other socio-cultural issues holistically constrains efforts by the institutional structures to decarbonize the city's transportation system. A holistic approach combining policy innovation, institutional capacity building, and community engagement is crucial for effectively decarbonizing Ghanaian cities and developing a more sustainable and resilient urban environment.
为应对城市与气候变化的斗争,全球对去碳化的重视日益加强。城市地区日益增长的交通需求加剧了气候变化危机,要求重新评估和改造当前的交通系统。本研究调查了加纳城市可持续交通规划与去碳化之间的政策框架和机构应对措施的作用。研究依赖于一手和二手数据来源。通过面对面访谈,从库马西市议会发展规划部、交通部、城市道路部和环境保护局的八位受访者处获得了一手数据。研究结果表明,加纳现有的政策环境并未对交通脱碳做出充分规定。因此,对政策和其他社会文化问题的忽视从整体上限制了机构结构为实现城市交通系统的低碳化所做的努力。将政策创新、机构能力建设和社区参与结合起来的整体方法对于有效实现加纳城市的去碳化以及发展更具可持续性和复原力的城市环境至关重要。
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引用次数: 0
The contribution of cargo tricycles to the urban economy of Ghanaian cities; A case study of greater Kumasi metropolitan area 货运三轮车对加纳城市经济的贡献;大库马西都市区案例研究
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100005
Kwasi Kwafo Adarkwa, Michael Ayertey Nanor, Michael Osei Asibey, Gideon Adu Sarfo Atta

The introduction of cargo tricycles into the modal mix has significantly impacted the movement of freight in Ghana's large and medium-sized towns. However, this has not been adequately studied. In this paper, we explore the operations of freight hauliers using cargo tricycles within the Greater Kumasi Metropolitan Area (GKMA), and their contribution to the city's economy. Surveys of 173 cargo tricycle operators, 105 patrons or end-users, relevant institutions (the Driver and Vehicle Licensing Authority [DVLA], the Urban Transport Department of the Kumasi Metropolitan Assembly and the Roads Department of the Asokore-Mampong Municipal Assembly), and operator unions were undertaken. These category of respondents were selected and interviewed at five identified tricycle head stations, using semi-structured questionnaires and interview guides. The surveys revealed that cargo tricycles grew at a rate of nearly 13% per annum over the 2015–2021 period. Nearly 40% of these tricycles had a total round-trip length of between 10 and 30 km with seven round trips per day while transporting an average of between 480 and 600 kg of different types of freight including foodstuffs, construction materials, machinery, and refuse. The study estimated that they contribute about GH₵ 205 million annually, to the local economy while employing nearly 3000 operators and assistants. The average value of freight hauled was also estimated at GH₵ 693 million annually. The tricycles offered cheaper means of transport, were convenient, and manoeuvred easily to difficult destinations. However, they posed major safety challenges in the study area, which require prudent interventions.

将货运三轮车引入运输方式组合,对加纳大中型城镇的货运产生了重大影响。然而,人们尚未对此进行充分研究。在本文中,我们探讨了大库马西都市区(GKMA)内使用货运三轮车的货运公司的运营情况及其对城市经济的贡献。我们对 173 名货运三轮车经营者、105 名顾客或最终用户、相关机构(驾驶员和车辆牌照管理局、库马西都会议会城市交通部和 Asokore-Mampong 市议会道路部)以及经营者工会进行了调查。使用半结构化问卷和访谈指南,在五个确定的三轮车总站选取并访谈了这几类受访者。调查显示,在 2015-2021 年期间,货运三轮车的年增长率接近 13%。其中近 40% 的三轮车往返总长度在 10 至 30 公里之间,每天往返 7 次,平均运送 480 至 600 公斤不同类型的货物,包括食品、建筑材料、机械和垃圾。据估计,这些运输工具每年为当地经济贡献约 2.05 亿加纳塞舌尔卢比,同时雇用近 3000 名操作员和助手。据估计,每年运输的货物平均价值为 6.93 亿加纳塞地。三轮车提供了廉价的运输手段,方便快捷,易于操控,可到达困难的目的地。然而,三轮车在研究地区带来了重大的安全挑战,需要采取审慎的干预措施。
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引用次数: 0
Macroeconomic impacts of African transport transitions: on the case of electric two-wheelers in Kenya 非洲交通运输转型的宏观经济影响:以肯尼亚电动两轮车为例
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100009
Emmanuel Uzim , James Dixon

The impact of the e-mobility transition on a national economy will depend strongly on that nation's set of fiscal policies regarding vehicle, fuel and electricity taxation. Here, we present a framework and online open-access tool to evaluate the macroeconomic impacts of vehicle electrification in any national context. By applying the framework to the booming electric two-wheeler sector in Kenya, we provide a set of context-specific recommendations regarding the impacts of transport electrification on Kenya's fiscal position, given a set of scenarios relating to vehicle market size and fiscal policy. It was found that in the Kenyan case, the e-mobility transition is unlikely to result in a significant black hole in government finances: for a given two-wheeler market size, it is predicted that the loss in revenue resulting from a business-as-usual shift to electric two-wheelers would result in the loss of only 3% of government revenue from the sector by 2040, totalling approx. KSh1.4bn (under 0.1% of Kenyan GDP in 2023). However, carbon taxation is a significant source of government revenue when applied to polluting technologies such as petrol-powered two-wheelers, potentially doubling the revenue returned from the Kenyan two-wheeler sector by the mid-2030s, relative to what it would be without carbon taxation, if IMF recommendations regarding carbon tax are followed. However, revenue from carbon taxation will dry up as the transition to e-mobility hastens. Of course, any intervention regarding taxation, including carbon tax, must be subject to careful policy analysis. Taxation policy should direct consumers towards desired behaviours (in this case, the uptake of electric over internal combustion-powered two-wheelers) and allow the redistribution of wealth to those most affected by transport poverty.

电动交通转型对国家经济的影响在很大程度上取决于该国在车辆、燃料和电力税收方面的财政政策。在此,我们提出了一个框架和在线开放工具,用于评估车辆电气化在任何国家背景下的宏观经济影响。通过将该框架应用于肯尼亚蓬勃发展的电动两轮车行业,我们提供了一套针对具体情况的建议,说明在车辆市场规模和财政政策的一系列情景下,交通电气化对肯尼亚财政状况的影响。研究发现,就肯尼亚而言,电动交通转型不太可能导致政府财政出现重大黑洞:在给定的两轮车市场规模下,预计到 2040 年,政府收入因照常向电动两轮车转型而造成的损失仅占该行业收入的 3%,总额约为 14 亿肯尼亚先令(低于 2023 年肯尼亚国内生产总值的 0.1%)。然而,如果按照国际货币基金组织(IMF)关于碳税的建议,对汽油驱动的两轮车等污染技术征收碳税是政府收入的重要来源,到 2030 年代中期,肯尼亚两轮车行业的收入可能会比不征收碳税时翻一番。然而,随着向电动汽车过渡的加快,碳税收入将逐渐枯竭。当然,包括碳税在内的任何税收干预都必须经过仔细的政策分析。税收政策应引导消费者采取所期望的行为(这里指电动两轮车的使用率高于内燃两轮车),并允许将财富重新分配给受交通贫困影响最大的人群。
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引用次数: 0
Modelling lane flow distribution on multi-lane highways: Insights from built-up and non-built-up areas 多车道高速公路车道流量分布建模:城市建成区和非城市建成区的启示
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100011
Kwame Kwakwa Osei , Zakari Abdul Karim Awini , Williams Ackaah
This study investigated lane flow distribution on selected sections on the Kumasi – Accra multilane highway, with a specific focus on a section located in a built-up area, characterized by side frictions and driveways, and another in a non-built up area, characterized by flat terrain with no access or side friction. The study sought to (1) explore the lane flow distribution patterns under varying traffic conditions and roadway environmental types (urban and non-urban), and (2) investigate the combined effect of roadway and traffic conditions on lane flow distribution. Traffic volume data was extracted from video recordings made at the two study sites for two days. At the same time, vehicular speeds were measured with the use of a radar speed gun. The data were explored descriptively, after which multiple linear regression was employed to model the lane flow distribution in the median lane. The results indicated pronounced disparities in lane utilization between the two sites with different vehicle categories exhibiting distinct lane preferences. The model suggested that roadway environment type, proportion of motorcycles in the traffic stream, and total link flow significantly determine the proportion of traffic flow that travel in the median lane whereas the proportion of trotros and the average link speed have marginal influence. The findings emphasize the importance of considering local contextual factors and driver behaviors in modelling lane flow distribution, particularly in developing countries with heterogeneous roadway and traffic conditions.
本研究调查了库马西-阿克拉多车道高速公路部分路段的车道流量分布情况,重点是位于建筑密集区的路段(该路段的特点是有侧向摩擦和车道)和位于非建筑密集区的路段(该路段的特点是地势平坦,没有通道或侧向摩擦)。研究旨在:(1) 探索不同交通条件和道路环境类型(城市和非城市)下的车道流量分布模式;(2) 研究道路和交通条件对车道流量分布的综合影响。交通流量数据是从两个研究地点两天的视频记录中提取的。同时,还使用雷达测速枪测量了车辆速度。对数据进行了描述性探讨,然后采用多元线性回归法对中间车道的车道流量分布进行建模。结果表明,两个地点的车道利用率存在明显差异,不同类别的车辆表现出不同的车道偏好。该模型表明,道路环境类型、交通流中摩托车的比例和总链接流量在很大程度上决定了在中间车道行驶的交通流比例,而三轮摩托车的比例和平均链接速度的影响微乎其微。研究结果强调了在模拟车道流量分布时考虑当地环境因素和驾驶员行为的重要性,尤其是在道路和交通条件各不相同的发展中国家。
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引用次数: 0
Transit and fairness: Exploring spatial equity in Accra's public transport system 交通与公平:探索阿克拉公共交通系统的空间公平性
Pub Date : 2024-01-01 DOI: 10.1016/j.aftran.2024.100012
Elvis Kyere-Gyeabour , Aruna Sivakumar , Samuel Agyei-Mensah
Globally, millions of individuals access services and opportunities on a daily basis using different modes of motorized and non-motorized transportation. However, in the global south, the role of public transport in providing access to services is relatively under-researched due to non-functional public transport services and poor infrastructure. This paper uses data from the Greater Accra Metropolitan Area (GAMA) to empirically contribute to the discourse on how public transport availability varies across different residential locations and assess if there is equitable access to Public Transport Infrastructure and Services (PTIS) across urban and peri-urban areas. A household questionnaire survey was designed to collect data on public transport access based on socioeconomic, socio-cultural, personal preferences/experiences and residential location in the Greater Accra Metropolitan Area (GAMA). A sample size of 1340 respondents, consisting of males and females between the ages of 18 and 70 residing in GAMA, was achieved. The paper also used data from the public and open databases. The Three-Step Floating Catchment Area (3SFCA) and geospatial methods were used to estimate spatial accessibility.
The study found a significantly high disparity in accessibility to public transport in the Greater Accra Metropolitan Area (GAMA). There is also significant spatial inequality in the level of access to Public Transport Infrastructure and Services (PTIS) in GAMA. The study revealed that the planning and provisioning of public transport infrastructure in GAMA has left areas with inequitable access to transport services. There is the need for increased investment in public transport infrastructure in EAs where Public Transport Infrastructure and Services (PTIS) were found to be very low or low in GAMA.
在全球范围内,数以百万计的人每天使用不同的机动车和非机动车交通方式获取服务和机会。然而,在全球南部,由于公共交通服务功能缺失和基础设施落后,对公共交通在提供服务方面的作用研究相对不足。本文利用大阿克拉都市区(GAMA)的数据,以经验为基础,探讨不同居住地的公共交通可用性有何不同,并评估城市和城郊地区是否能公平地使用公共交通基础设施和服务(PTIS)。我们设计了一项家庭问卷调查,根据社会经济、社会文化、个人偏好/经验以及大阿克拉都市区(GAMA)的居住地点,收集有关公共交通使用情况的数据。调查样本为 1340 名受访者,包括居住在大阿克拉都市区的 18 至 70 岁的男性和女性。本文还使用了公共和开放数据库中的数据。研究发现,大阿克拉都市区(GAMA)在公共交通可达性方面存在显著差异。在大阿克拉都市区,公共交通基础设施和服务(PTIS)的利用水平也存在严重的空间不平等。研究显示,大阿克拉都会区公共交通基础设施的规划和供应使得一些地区在获得交通服务方面存在不平等。有必要在 GAMA 公共交通基础设施和服务(PTIS)很低或很低的 EA 增加对公共交通基础设施的投资。
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引用次数: 0
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African Transport Studies
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