Is mobility transition driven by wealth inequality? Evidence from analysis of the electric two-wheelers adoption in India

IF 6.8 1区 工程技术 Q1 ECONOMICS Transportation Research Part A-Policy and Practice Pub Date : 2025-02-13 DOI:10.1016/j.tra.2025.104407
Rajesh Gupta , Arjun Anand
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Abstract

Electric Vehicles (EVs) adoption is considered a key strategy for the transition to green mobility worldwide. However, there is wide global heterogeneity in the EV adoption rates among various countries. The manifestation of wealth inequality in the proliferation of EVs is an area of immense importance for policymakers interested in calibrating EV incentives by socio-economic characteristics. Since the predominant mode of personal transport is not the same in all countries, only a particular category of EVs can be studied to probe the impact of wealth inequality. India, due to its economy and population size, along with the sub-national level of wealth inequality, is suitable for a study on the relationship of EV adoption with wealth inequality. Two-wheelers dominate the Indian vehicular spectrum, and the sale of electric two-wheelers in India has picked up in the last five years. This study explores the impact of wealth inequality on electric two-wheeler sales in India. We use Instrumental Variable Quantile Regression (IVQR) and smooth IVQR method on the district-level data for India. Issues of endogeneity and heterogenous treatment effect are addressed through instrumental variable and quantile regression approaches, respectively. This study finds that wealth inequality is not only correlated with EV adoption, but also, the association is more pronounced in high EV adoption districts. These findings have serious policy repercussions because inequality-driven mobility transition can bring forth long-term undesirable outcomes for both economic growth and sustainability. Though the findings of this study are in the context of the Indian EV market, the inferences drawn are of global application due to increasing emphasis on EV adoption all over the world, which mostly overlooks the wealth distribution at the sub-national level.
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流动性的转变是由财富不平等驱动的吗?来自印度电动两轮车采用分析的证据
电动汽车(ev)的采用被认为是全球向绿色交通过渡的关键战略。然而,全球各国的电动汽车采用率存在广泛的异质性。对于有兴趣根据社会经济特征来调整电动汽车激励措施的政策制定者来说,财富不平等在电动汽车扩散中的表现是一个非常重要的领域。由于每个国家的主要个人交通工具并不相同,因此只能研究特定类别的电动汽车来探讨财富不平等的影响。印度,由于其经济和人口规模,以及次国家层面的财富不平等,适合研究电动汽车采用与财富不平等的关系。两轮车在印度的交通工具中占主导地位,在过去的五年里,印度电动两轮车的销量有所回升。本研究探讨了财富不平等对印度电动两轮车销售的影响。我们使用工具变量分位数回归(IVQR)和平滑IVQR方法对印度的地区级数据。内生性和异质性治疗效果的问题分别通过工具变量和分位数回归方法来解决。研究发现,财富不平等不仅与电动汽车采用率相关,而且在电动汽车采用率高的地区,这种关联更为明显。这些发现具有严重的政策影响,因为不平等驱动的流动性转型可能给经济增长和可持续性带来长期的不良后果。尽管本研究的结果是在印度电动汽车市场的背景下进行的,但由于世界各地越来越重视电动汽车的采用,因此得出的推论具有全球适用性,而这些推论大多忽略了次国家层面的财富分配。
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来源期刊
CiteScore
13.20
自引率
7.80%
发文量
257
审稿时长
9.8 months
期刊介绍: Transportation Research: Part A contains papers of general interest in all passenger and freight transportation modes: policy analysis, formulation and evaluation; planning; interaction with the political, socioeconomic and physical environment; design, management and evaluation of transportation systems. Topics are approached from any discipline or perspective: economics, engineering, sociology, psychology, etc. Case studies, survey and expository papers are included, as are articles which contribute to unification of the field, or to an understanding of the comparative aspects of different systems. Papers which assess the scope for technological innovation within a social or political framework are also published. The journal is international, and places equal emphasis on the problems of industrialized and non-industrialized regions. Part A''s aims and scope are complementary to Transportation Research Part B: Methodological, Part C: Emerging Technologies and Part D: Transport and Environment. Part E: Logistics and Transportation Review. Part F: Traffic Psychology and Behaviour. The complete set forms the most cohesive and comprehensive reference of current research in transportation science.
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