DOI: 10.1016/j.enpol.2020.111484
论文题名: What influences sales market of new energy vehicles in China? Empirical study based on survey of consumers’ purchase reasons
作者: Wang L. ; Fu Z.-L. ; Guo W. ; Liang R.-Y. ; Shao H.-Y.
刊名: Energy Policy
ISSN: 03014215
出版年: 2020
卷: 142 语种: 英语
中文关键词: Consumers' interests
; Correlation analysis
; Data mining
; Deep learning
; Natural language processing
; New energy vehicles
英文关键词: Commerce
; Data mining
; Deep learning
; Electric vehicles
; Energy policy
; Global warming
; Population statistics
; Sales
; Correlation analysis
; Demographic characteristics
; Demographic factors
; Environmental concerns
; Exponential growth
; Government departments
; Learning technology
; New energy vehicles
; Automobile manufacture
; consumption behavior
; data mining
; development strategy
; electric vehicle
; empirical analysis
; energy policy
; governance approach
; machine learning
; manufacturing
; policy implementation
; China
英文摘要: In recent years, new energy vehicles (NEVs), which are considered to be one of the most important ways of solving global warming and energy crisis, have seen rapid development. Owing to the far-reaching policy implemented by Chinese government, the sales volume (SV) of NEVs has seen an exponential growth, and China has become the world's largest consumer of NEVs. The objective of this study was to determine the focus of Chinese consumers with regard to NEVs and to understand how their interests influence the SV. We used data mining combined with deep-learning technologies to investigate a large number of purchase reasons and found that the primary motivating factors were the vehicle, demographic characteristics, and national policy. Additionally, to determine how these factors affect the market, we used correlation analysis to examine the relationship between the SV and the factors. The results indicated that national policies, infrastructure, demographic factors, and safety awareness are closely related to the SV. The findings of this study suggest valuable strategies for government departments, allowing them to publish relevant policies, and manufacturers, allowing them to target specific consumer groups. This approach addresses the environmental concerns by promoting the utilization of NEVs rather than traditional fuel vehicles. © 2020 Elsevier Ltd Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/167567
Appears in Collections: 气候变化与战略
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作者单位: Tianjin Key Laboratory of Equipment Design and Manufacturing Technology, Tianjin University, Tianjin, 300350, China; School of Design, Jiangnan University, Wuxi, 214122, China
Recommended Citation:
Wang L.,Fu Z.-L.,Guo W.,et al. What influences sales market of new energy vehicles in China? Empirical study based on survey of consumers’ purchase reasons[J]. Energy Policy,2020-01-01,142