基于预测分析的电动汽车购买意向建模,并了解印度泰米尔纳德邦人民采用电动汽车的驱动因素和风险

Gaurav Nagpal, Ankita Nagpal, N. Jasti
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引用次数: 0

摘要

虽然全球采用电动汽车对于解决气候变化问题非常重要,但由于人口采用电动汽车的一些障碍,电动汽车的采用率非常低。虽然过去已经进行了几项研究,使用不同的理论来衡量人们对包括印度在内的几个国家的电动汽车的看法,但没有针对特定印度国家的此类研究。由于印度是一个多元化的国家,人们有着不同的生活方式和价值观共存,因此针对不同国家的研究可以为政策制定者、电动汽车制造商和营销人员提供更多的见解。因此,本研究测量了泰米尔纳德邦人的看法,泰米尔纳德邦是该国著名的汽车制造中心之一,通过结构化的初步调查,采用电动汽车。一个逻辑回归模型也被开发来衡量潜在采用者的购买意愿。还讨论了研究的重要发现和管理意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predictive Analytics based Modeling of the purchase intention of electric vehicles, and understanding the drivers and risks in their adoption for the people of Tamil Nadu in India
While the adoption of electric vehicles by the World is very important to address the issues of climate change, the rate of adoption of EVs is substantially low due to some of the barriers in their adoption by the population. While several studies have been done in the past using different theories to measure the perception of people towards the electric vehicles in the context of several countries including India, there is no such study for a specific Indian state. Since India is the land of diversity where people with different lifestyles and values co-exist, the state-specific studies can generate more insights for the policy makers, manufacturers and marketers of EVs. Therefore, this study measures the perception of people of Tamil Nadu, one of the prominent automotive manufacturing hubs in the country, towards the adoption of electric vehicles through a structured primary survey. A logistic regression model has also been developed to measure the purchase intention of the potential adopters. The important findings of the study and managerial implications have also been discussed.
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