RESEARCH ARTICLE
Is the environment‐friendly factor attractive to customers
when purchasing electric vehicles? Evidence from South Korea
Yujin Beak
|
Kayoung Kim
|
Kyuho Maeng
|
Youngsang Cho
Department of Industrial Engineering, College
of Engineering, Yonsei University, Seoul, South
Korea
Correspondence
Youngsang Cho, Department of Industrial
Engineering, College of Engineering, Yonsei
University, 50 Yonsei‐Ro, Seodaemun‐gu,
Seoul, 03722, South Korea.
Email: y.cho@yonsei.ac.kr
Funding information
National Research Foundation of Korea,
Grant/Award Number: NRF‐
2016R1A2B4009990
Abstract
In a bid to reduce greenhouse gas emissions, several countries worldwide are
implementing policies to promote electric vehicles (EVs). However, contrary to expec-
tations, the diffusion speed of EVs has been rather slow in South Korea. This study
analyzes consumer preferences for the technological and environmental attributes
of EVs and derives policy and environmental implications to promote market
diffusion of EVs in South Korea. We conduct a choice‐based conjoint survey of
1,008 consumers in South Korea and estimate the consumer utility function using a
mixed logit model considering consumer heterogeneity. Based on the consumer
utility function, we analyze consumers' willingness‐to‐pay (WTP) for EV attributes
such as driving range, charging method, charging time, autonomous driving function,
carbon dioxide (CO
2
) reduction rate, and purchase price. The results indicate that the
current low acceptance of EVs is due to their relatively high price and lack of a battery
charging technology that satisfies consumers' expectations of the charging method and
time. One interesting finding is that Korean consumers have a relatively higher WTP for
the CO
2
reduction rate of EVs than consumers in other countries; however, they do
not consider CO
2
reduction over other technological attributes when choosing EVs.
This implies that the rate of CO
2
reduction of EVs is not an important factor for South
Korean consumers when buying EVs. We also calculate the effect of CO
2
reduction
with the market penetration of EVs and find that CO
2
reduction through the diffusion
of EVs depends on the country's electricity generation mix.
KEYWORDS
conjoint analysis, consumer preference analysis, electric vehicle, greenhouse gas reduction, mixed
logit model
1
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INTRODUCTION
The transportation sector has recently been interested in
implementing alternative fuel vehicles (AFVs) as a solution for climate
change. Currently, among the various AFVs, electric vehicles (EVs)
have received wider attention as advancements in battery technology
are making them lighter and powering them to travel longer distances.
Moreover, EVs are generally regarded as promising alternatives to
internal combustion engine vehicles (ICEVs) in order to alleviate air
pollution and reduce greenhouse gas (GHG) emissions (Huh, Lee, &
Shin, 2015; Onat, Kucukvar, & Tatari, 2015; Wolfe & McAuliffe,
2010; World Wildlife Fund, 2014), as they are zero‐emission vehicles
when considering tailpipe emissions only. Moreover, EVs present a
new business opportunity for the automobile industry, providing
safety and convenience to drivers as they can be easily integrated with
advanced information and communication technologies (ICTs; Dameri,
2017). Technically, EVs can be more easily combined with new ICTs
such as autonomous driving, path management, driving control, and
Received: 14 May 2019 Revised: 20 September 2019 Accepted: 8 October 2019
DOI: 10.1002/bse.2412
Bus Strat Env. 2020;1–11. © 2020 John Wiley & Sons, Ltd and ERP Environment wileyonlinelibrary.com/journal/bse 1