Projecting travelers into a world of self-driving vehicles: estimating travel behavior implications via a naturalistic experiment
Automated driving technologies are currently penetrating the market, and the coming fully autonomous cars will have far-reaching, yet largely unknown, implications. A critical unknown is the impact on traveler behavior, which in turn impacts sustainability, the economy, and wellbeing. Most behaviora...
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| Vydané v: | Transportation (Dordrecht) Ročník 45; číslo 6; s. 1671 - 1685 |
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| Hlavní autori: | , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
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New York
Springer US
01.11.2018
Springer Nature B.V |
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| ISSN: | 0049-4488, 1572-9435 |
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| Abstract | Automated driving technologies are currently penetrating the market, and the coming fully autonomous cars will have far-reaching, yet largely unknown, implications. A critical unknown is the impact on traveler behavior, which in turn impacts sustainability, the economy, and wellbeing. Most behavioral studies, to date, either focus on safety and human factors (driving simulators; test beds), assume travel behavior implications (microsimulators; network analysis), or ask about hypothetical scenarios that are unfamiliar to the subjects (stated preference studies). Here we present a different approach, which is to use a naturalistic experiment to project people into a world of self-driving cars. We mimic potential life with a privately-owned self-driving vehicle by providing 60 h of free chauffeur service for each participating household for use within a 7-day period. We seek to understand the changes in travel behavior as the subjects adjust their travel and activities during the chauffeur week when, as in a self-driving vehicle, they are explicitly relieved of the driving task. In this first pilot application, our sample consisted of 13 subjects from the San Francisco Bay area, drawn from three cohorts: millennials, families, and retirees. We tracked each subject’s travel for 3 weeks (the chauffeur week, 1 week before and 1 week after) and conducted surveys and interviews. During the chauffeur week, we observed sizable increases in vehicle-miles traveled and number of trips, with a more pronounced increase in trips made in the evening and for longer distances and a substantial proportion of “zero-occupancy” vehicle-miles traveled. |
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| AbstractList | Automated driving technologies are currently penetrating the market, and the coming fully autonomous cars will have far-reaching, yet largely unknown, implications. A critical unknown is the impact on traveler behavior, which in turn impacts sustainability, the economy, and wellbeing. Most behavioral studies, to date, either focus on safety and human factors (driving simulators; test beds), assume travel behavior implications (microsimulators; network analysis), or ask about hypothetical scenarios that are unfamiliar to the subjects (stated preference studies). Here we present a different approach, which is to use a naturalistic experiment to project people into a world of self-driving cars. We mimic potential life with a privately-owned self-driving vehicle by providing 60 h of free chauffeur service for each participating household for use within a 7-day period. We seek to understand the changes in travel behavior as the subjects adjust their travel and activities during the chauffeur week when, as in a self-driving vehicle, they are explicitly relieved of the driving task. In this first pilot application, our sample consisted of 13 subjects from the San Francisco Bay area, drawn from three cohorts: millennials, families, and retirees. We tracked each subject’s travel for 3 weeks (the chauffeur week, 1 week before and 1 week after) and conducted surveys and interviews. During the chauffeur week, we observed sizable increases in vehicle-miles traveled and number of trips, with a more pronounced increase in trips made in the evening and for longer distances and a substantial proportion of “zero-occupancy” vehicle-miles traveled. Automated driving technologies are currently penetrating the market, and the coming fully autonomous cars will have far-reaching, yet largely unknown, implications. A critical unknown is the impact on traveler behavior, which in turn impacts sustainability, the economy, and wellbeing. Most behavioral studies, to date, either focus on safety and human factors (driving simulators; test beds), assume travel behavior implications (microsimulators; network analysis), or ask about hypothetical scenarios that are unfamiliar to the subjects (stated preference studies). Here we present a different approach, which is to use a naturalistic experiment to project people into a world of self-driving cars. We mimic potential life with a privately-owned self-driving vehicle by providing 60 h of free chauffeur service for each participating household for use within a 7-day period. We seek to understand the changes in travel behavior as the subjects adjust their travel and activities during the chauffeur week when, as in a self-driving vehicle, they are explicitly relieved of the driving task. In this first pilot application, our sample consisted of 13 subjects from the San Francisco Bay area, drawn from three cohorts: millennials, families, and retirees. We tracked each subject’s travel for 3 weeks (the chauffeur week, 1 week before and 1 week after) and conducted surveys and interviews. During the chauffeur week, we observed sizable increases in vehicle-miles traveled and number of trips, with a more pronounced increase in trips made in the evening and for longer distances and a substantial proportion of “zero-occupancy” vehicle-miles traveled. |
| Author | Harb, Mustapha Xiao, Yu Mokhtarian, Patricia L. Circella, Giovanni Walker, Joan L. |
| Author_xml | – sequence: 1 givenname: Mustapha orcidid: 0000-0002-5469-1770 surname: Harb fullname: Harb, Mustapha email: mostafaharb93@gmail.com organization: Department of Civil and Environmental Engineering, University of California at Berkeley – sequence: 2 givenname: Yu surname: Xiao fullname: Xiao, Yu organization: Department of Civil and Environmental Engineering, Hong Kong University of Science and Technology – sequence: 3 givenname: Giovanni surname: Circella fullname: Circella, Giovanni organization: Institute of Transportation Studies, University of California, Davis – sequence: 4 givenname: Patricia L. surname: Mokhtarian fullname: Mokhtarian, Patricia L. organization: School of Civil and Environmental Engineering, Georgia Institute of Technology – sequence: 5 givenname: Joan L. surname: Walker fullname: Walker, Joan L. organization: Department of Civil and Environmental Engineering, University of California at Berkeley |
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| Cites_doi | 10.1016/j.trc.2013.12.001 10.3141/2493-11 10.1016/j.trc.2017.03.003 10.1016/j.trpro.2017.05.281 10.1016/j.trc.2013.02.008 10.3141/2665-01 |
| ContentType | Journal Article |
| Copyright | Springer Science+Business Media, LLC, part of Springer Nature 2018 Transportation is a copyright of Springer, (2018). All Rights Reserved. |
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| DOI | 10.1007/s11116-018-9937-9 |
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| References_xml | – volume: 40 start-page: 1 year: 2014 end-page: 13 ident: CR6 article-title: The travel and environmental implications of shared autonomous vehicles, using agent-based model scenarios publication-title: Transp. Res. Part C doi: 10.1016/j.trc.2013.12.001 – volume: 130 start-page: 872 year: 2018 ident: CR10 article-title: Estimation of the value of time for autonomous driving using revealed and stated preference methods publication-title: Transp. Res. Rec. J. Transp. Res. Board – volume: 2493 start-page: 99 year: 2015 end-page: 106 ident: CR3 article-title: Using an activity-based model to explore possible impacts of automated vehicles publication-title: Transp. Res. Rec. doi: 10.3141/2493-11 – volume: 44 start-page: 1 year: 2016 end-page: 35 ident: CR1 article-title: Are we ready to embrace connected and self-driving vehicles? A case study of Texans publication-title: Transportation – start-page: 54 year: 2011 end-page: 55 ident: CR8 publication-title: Impact Evaluation in Practice – ident: CR14 – year: 2015 ident: CR13 publication-title: Development of Automated Vehicles in the Netherlands: Scenarios for 2030 and 2050 – ident: CR12 – ident: CR17 – volume: 78 start-page: 150 year: 2017 end-page: 164 ident: CR5 article-title: Are consumers willing to pay to let cars drive for them? analyzing response to autonomous vehicles publication-title: Transp. Res. Part C doi: 10.1016/j.trc.2017.03.003 – volume: 25 start-page: 2500 year: 2017 end-page: 2519 ident: CR18 article-title: Towards an understanding of the travel behavior impact of autonomous vehicles publication-title: Transp. Res. Proc. doi: 10.1016/j.trpro.2017.05.281 – year: 2014 ident: CR2 publication-title: Effects of Next-Generation Vehicles on Travel Demand & Highway Capacity – volume: 30 start-page: 116 year: 2013 end-page: 125 ident: CR9 article-title: February). Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions publication-title: Transp. Res. Part C Emerg. Technol. doi: 10.1016/j.trc.2013.02.008 – year: 2015 ident: CR16 publication-title: How Shared Self-Driving Cars Could Change City Traffic – year: 2015 ident: CR15 publication-title: Potential Impact of Self-Driving Vehicles on Household Vehicle Demand and Usage – ident: CR7 – volume: 2665 start-page: 1 year: 2017 end-page: 10 ident: CR11 article-title: Modeling individual preferences for ownership and sharing of autonomous vehicle technologies transportation research record publication-title: J. Transp. Res. Board doi: 10.3141/2665-01 – volume: 15 start-page: 11 year: 2015 end-page: 15 ident: CR4 article-title: Travel-time valuation for automated driving: a use-case-driven study publication-title: Annu. Meet. Transp. Res. Board – volume-title: Development of Automated Vehicles in the Netherlands: Scenarios for 2030 and 2050 year: 2015 ident: 9937_CR13 – volume: 44 start-page: 1 year: 2016 ident: 9937_CR1 publication-title: Transportation – volume-title: Potential Impact of Self-Driving Vehicles on Household Vehicle Demand and Usage year: 2015 ident: 9937_CR15 – volume-title: Effects of Next-Generation Vehicles on Travel Demand & Highway Capacity year: 2014 ident: 9937_CR2 – volume: 15 start-page: 11 year: 2015 ident: 9937_CR4 publication-title: Annu. Meet. Transp. Res. Board – start-page: 54 volume-title: Impact Evaluation in Practice year: 2011 ident: 9937_CR8 – volume: 78 start-page: 150 year: 2017 ident: 9937_CR5 publication-title: Transp. Res. Part C doi: 10.1016/j.trc.2017.03.003 – volume: 40 start-page: 1 year: 2014 ident: 9937_CR6 publication-title: Transp. Res. Part C doi: 10.1016/j.trc.2013.12.001 – volume: 30 start-page: 116 year: 2013 ident: 9937_CR9 publication-title: Transp. Res. Part C Emerg. Technol. doi: 10.1016/j.trc.2013.02.008 – volume: 25 start-page: 2500 year: 2017 ident: 9937_CR18 publication-title: Transp. Res. Proc. doi: 10.1016/j.trpro.2017.05.281 – ident: 9937_CR7 – ident: 9937_CR14 – ident: 9937_CR12 – volume: 130 start-page: 872 year: 2018 ident: 9937_CR10 publication-title: Transp. Res. Rec. J. Transp. Res. Board – volume-title: How Shared Self-Driving Cars Could Change City Traffic year: 2015 ident: 9937_CR16 – ident: 9937_CR17 – volume: 2665 start-page: 1 year: 2017 ident: 9937_CR11 publication-title: J. Transp. Res. Board doi: 10.3141/2665-01 – volume: 2493 start-page: 99 year: 2015 ident: 9937_CR3 publication-title: Transp. Res. Rec. doi: 10.3141/2493-11 |
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| Title | Projecting travelers into a world of self-driving vehicles: estimating travel behavior implications via a naturalistic experiment |
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