Study on consumers’ electric vehicle choice preferences in severe cold regions: Based on choice experiments in Heilongjiang province

IF 3.9 3区 工程技术 Q2 ENVIRONMENTAL STUDIES
Kelong Chen , Zhenyu Cai , Mengting Peng , Changlin Ao , Xiaola Wu , Libin Shi , Yuntao Lin
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Abstract

In the development of the electric vehicle(EV) industry, grasping consumers’ choice preferences is an important part of current research. However, no research reports have been found on consumers’ vehicle purchase preferences in severe cold regions. For this reason, we conducted a choice experiment(CE) in Heilongjiang province, which is located in northeastern China, with the aim of investigating consumers’ choice preferences for EV in severe cold regions. In this paper, we applied multinomial logit models(MNL), random parameters logit models(RPL), and latent classes models(LCM) to explore the differences in attribute preferences and willingness to pay(WTP) for consumers’ choice of EV in cold environments. The results of this study show that the respondents are more concerned about the purchase price, driving range, charging station density, and charging time of EV. Based on the results of the LCM model, respondents were divided into two categories: price-sensitive type and charging time-sensitive type. We found that low-income women who own a garage are more likely to fall into the first category, focusing more on the purchase price, fuel cost, and carbon emission attributes of the EV. Higher-income men without a garage are more likely to fall into the second category, focusing more on purchase price, charging time,driving range, and the car’s power performance attributes during the selection process. These findings can provide policy recommendations for the government to promote the development of the electric vehicle industry, as well as guidance on technology development for automakers to open up the severe cold market.
严寒地区消费者电动汽车选择偏好研究——基于黑龙江省的选择实验
在电动汽车产业的发展过程中,把握消费者的选择偏好是当前研究的重要内容。然而,目前还没有关于严寒地区消费者购车偏好的研究报告。为此,我们在中国东北的黑龙江省进行了一项选择实验(CE),旨在调查严寒地区消费者对电动汽车的选择偏好。本文采用多项logit模型(MNL)、随机参数logit模型(RPL)和潜在类别模型(LCM),探讨了寒冷环境下消费者对电动汽车的属性偏好和支付意愿(WTP)差异。研究结果显示,受访者对电动汽车的购买价格、续驶里程、充电站密度和充电时间的关注程度较高。基于LCM模型的结果,受访者被分为两类:价格敏感型和收费时间敏感型。我们发现,拥有车库的低收入女性更有可能属于第一类,她们更关注电动汽车的购买价格、燃料成本和碳排放属性。没有车库的高收入男性更有可能属于第二类,他们在选择过程中更关注购买价格、充电时间、行驶里程和汽车的动力性能属性。这些发现可以为政府促进电动汽车产业发展提供政策建议,也可以为汽车制造商打开严寒市场提供技术开发指导。
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来源期刊
CiteScore
8.90
自引率
2.60%
发文量
56
期刊介绍: The International Journal of Sustainable Transportation provides a discussion forum for the exchange of new and innovative ideas on sustainable transportation research in the context of environmental, economical, social, and engineering aspects, as well as current and future interactions of transportation systems and other urban subsystems. The scope includes the examination of overall sustainability of any transportation system, including its infrastructure, vehicle, operation, and maintenance; the integration of social science disciplines, engineering, and information technology with transportation; the understanding of the comparative aspects of different transportation systems from a global perspective; qualitative and quantitative transportation studies; and case studies, surveys, and expository papers in an international or local context. Equal emphasis is placed on the problems of sustainable transportation that are associated with passenger and freight transportation modes in both industrialized and non-industrialized areas. All submitted manuscripts are subject to initial evaluation by the Editors and, if found suitable for further consideration, to peer review by independent, anonymous expert reviewers. All peer review is single-blind. Submissions are made online via ScholarOne Manuscripts.
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