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Electrifying Tourist Mobility in Bali, Indonesia: Setting the Target and Estimating the CO2 Reduction Based on Stated Choice Experiment

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TLDR
In this article, the authors investigated the factors that influence EV use by tourists based on several scenarios for estimating EV share target and the emission reduction contributed, and found that rental cost and accessibility, as well as the quality of charging stations are factors that affect EV use.
Abstract
The Bali Government has made the implementation of the electric vehicle (EV) policy a high priority considering its attractiveness for emission and air pollution reduction to maintain the sustainability of Bali’s nature and tourism sector. Considering the uniqueness of the tourism sector in Bali and the mobility it generates, this study aims to investigate the factors that influence EV use by tourists based on several scenarios for estimating EV share target and the emission reduction contributed. For those purposes, the stated choice questionnaire was distributed online and offline to tourists in Bali and analyzed using the multinomial logit (MNL) model. While the study done during pandemic times, where the number of the tourist is significantly decreasing and the travel behavior influenced by mobility restriction imposed by the government, the data collection still covered mobility of both international and domestic tourist. The survey found that rental cost and accessibility, as well as the quality of charging stations are factors that affect EV use by tourists. Motorcycle parking cost was also found to influence EV use. These findings align with previous studies, and interventions such as fiscal incentives for rental companies and infrastructure development are suggested similar to EV incentives implemented in China, India, or the US. The development of the low emission zone (LEZ) is also proposed to manage parking fares similar to what was implemented in London, specifically to push the shift from internal combustion engine (ICE) to EV. Based on emission inventory calculation, 1.9 million kg of potential annual CO2 can be prevented with the implementation of these policies by the government.

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Journal ArticleDOI

Public acceptance and the environmental impact of electric bus services

TL;DR: In this paper , the authors explored commuters' preferences for using electric buses with survey data from 1,029 commuters, employing a stated choice experiment and Mixed Logit Model (MXL) to calculate CO2 emissions reduction.
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Adopting Electric Motorcycles for Ride-Hailing Services: Influential Factors from Driver’s Perspective

TL;DR: In this paper , the authors explored the willingness to adopt electric motorcycles among ride-hailing drivers by specifying the preference for buying or renting in adopting electric motorcycles using a stated preference method.
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Responding to customers while driving: Predictors of intention to text among motorcycle-based ride-hailing drivers

TL;DR: In this article , the influence of socio-demographics, working history, theory of planned behavior (TPB) variables, and risk perceptions on MBRH drivers' intentions to use smartphones to read and text while driving in three varying traffic conditions was investigated.
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Tourist preferences for fuel cell vehicle rental: going green with hydrogen on the island of Tenerife

TL;DR: In this paper , a survey of international tourists on the island of Tenerife is conducted to examine preferences for fuel cell vehicle (FCV) rental while on vacation using a discrete choice experiment (DCE).
References
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Barriers to widespread adoption of electric vehicles: An analysis of consumer attitudes and perceptions

TL;DR: In this paper, the authors identify potential socio-technical barriers to consumer adoption of EVs and determine if sustainability issues influence consumer decision to purchase an EV, and provide valuable insights into preferences and perceptions of technology enthusiasts; individuals highly connected to technology development and better equipped to sort out the many differences between EVs and CVs.
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Willingness to pay for electric vehicles and their attributes

TL;DR: In this article, the authors present a stated preference study of electric vehicle choice using data from a national survey, where 3029 respondents were asked to choose between their preferred gasoline vehicle and two electric versions of that preferred vehicle.
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Advances in consumer electric vehicle adoption research: A review and research agenda

TL;DR: In this article, the authors present a comprehensive overview of the drivers for and barriers against consumer adoption of plug-in EVs, as well as an overview of theoretical perspectives that have been utilized for understanding consumer intentions and adoption behavior towards EVs, identifying gaps and limitations in existing research and suggest areas in which future research would be able to contribute.
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Mainstream consumers driving plug-in battery-electric and plug-in hybrid electric cars: A qualitative analysis of responses and evaluations

TL;DR: Results highlight potential barriers to the uptake of current-generation (2010) plug-in electric cars by mainstream consumers, including the prioritization of personal mobility needs over environmental benefits, concerns over the social desirability of electric vehicle use, and the expectation that rapid technological and infrastructural developments will make current models obsolete.
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On the stability of preferences and attitudes before and after experiencing an electric vehicle

TL;DR: In this article, the authors investigate the extent to which experience affects individual preferences for specific electric vehicle characteristics, individual attitudes toward the environment, and the impact of the attitudes on the choice between an electric and a conventional vehicle.
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