Dear all,

With apologies for cross-postings, a special issue on low-carbon transport and 
mobility was published yesterday in Transportation Research Part D. Guest 
edited with my colleague Jonn Axsen, we solicited interdisciplinary articles on 
what we see as the “big three” innovations or possible revolutions in mobility 
on the horizon: electric vehicles, shared mobility and ridesharing, and 
automated or autonomous mobility.

The Table of Contents for the Special Issue is below, I am most happy to share 
individual articles, or the entire volume, by request via personal email. No 
need to reply to all.

A special thank you to all of our contributors as well as the army of peer 
reviewers who helped improve the content of our analysis.

Please do consider forwarding and sharing widely.

With best wishes from Brighton,

Benjamin Sovacool
Guest Editor, Transportation Research Part D
https://www.sciencedirect.com/journal/transportation-research-part-d-transport-and-environment/vol/71/suppl/C

Introduction
Jonn Axsen, Benjamin K. Sovacool, The roles of users in electric, shared and 
automated mobility transitions, Transportation Research Part D: Transport and 
Environment, Volume 71, 2019, Pages 1-21, ISSN 1361-9209, 
https://doi.org/10.1016/j.trd.2019.02.012.
(http://www.sciencedirect.com/science/article/pii/S1361920918312483)
Abstract: This paper synthesizes insights from 19 peer-reviewed articles 
published in this Special Issue on the roles of users in electric, shared and 
automated mobility. While many researchers and stakeholders remain inspired by 
the potential low costs and societal benefits of these innovations, less is 
known about the real-world potential for uptake and usage. To better understand 
the likelihood and impacts of widespread uptake, we explore the perceptions of 
actual and potential users, including drivers, passengers, owners, and members, 
as well as other stakeholders such as pedestrians, planners, and policymakers. 
The Special Issue examines a range of cases, including plug-in electric 
vehicles, car-share and bike-share programs, ride-hailing and automated 
vehicles. For each innovation, we organize insights on user perceptions of 
benefits and drawbacks into four categories. Much of the research to date 
focuses on the first category, private-functional perceptions, mainly total 
cost of ownership (e.g., $/km), time use and comfort. Our synthesis however 
spans to the three other categories for each innovation: private-symbolic 
perceptions include the potential for social signaling and communicating 
identity; societal-functional perceptions include GHG emissions, public safety 
and noise; and societal-symbolic perceptions include inspiring pro-societal 
behavior in others, and the potential to combat or reinforce the status quo 
system of “automobility”. Further, our synthesis demonstrates how different 
theories and methods can be more or less equipped to “see” different perception 
categories. We also summarize findings regarding the characteristics of early 
users, as well as practical insights for strategies and policies seeking 
societally-beneficial outcomes from mass deployment of these innovations.
Keywords: Automated vehicles; Shared mobility; Electric vehicles; Car-share; 
Ride-hailing; Consumer behavior

Electric mobility
Edmond Daramy-Williams, Jillian Anable, Susan Grant-Muller, A systematic review 
of the evidence on plug-in electric vehicle user experience, Transportation 
Research Part D: Transport and Environment, Volume 71, 2019, Pages 22-36, ISSN 
1361-9209, https://doi.org/10.1016/j.trd.2019.01.008.
(http://www.sciencedirect.com/science/article/pii/S1361920918305261)
Abstract: Plug-in electric vehicles (PEV), comprising both battery and plug-in 
hybrid electric vehicles (BEVs and PHEVs), are innovations central to the 
low-carbon mobility transition. Despite this, there has not been a review of 
users’ experiences of them. We address this through this systematic review. Of 
6492 references located from diverse sources, we synthesised and thematically 
organised findings from 75. We found a wide range of themes relating to user 
experiences, characterised broadly under: driving and travel behaviours; 
interactions with the vehicle; and subjective aspects of the user experience. 
Most of the evidence pertained to BEVs. Specific findings were as follows. The 
limited electric range of the BEV was not debilitating and users valued the 
limited electric-only range in PHEVs. In terms of journey-making, BEVs can fit 
into users’ lives. Regarding interactions with specific vehicle attributes, 
regenerative braking and low noise were very popularly received, although the 
in-vehicle instrumentation not universally so. Users freely offered 
wide-ranging improvements for future vehicles. There were important symbolic 
and social aspects of user experience. Themes relating to the former included 
environmentalism, futurism, and status/identity; to the latter, social 
influence and gender-distinct experiences. Overall, we qualifiedly conclude 
that PEVs can play an effective role in the transition: they can meet users’ 
travel needs satisfactorily, thereby being 'acceptable' to them, and are used 
at least as intensively as conventionally-fuelled vehicles, implying effective 
substitution away from more energy-intensive vehicle mileage.
Keywords: Plug-in electric vehicle; Plug-in hybrid electric vehicle; Battery 
electric vehicle; Users; Experience; Systematic review

Martin Anfinsen, Vivian Anette Lagesen, Marianne Ryghaug, Green and gendered? 
Cultural perspectives on the road towards electric vehicles in Norway, 
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 37-46, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.12.003.
(http://www.sciencedirect.com/science/article/pii/S1361920918303092)
Abstract: With Norway currently representing one of the few successful electric 
car markets in the world, our study provides early insights into the emerging 
electric vehicle culture. In this article, we argue that this culture 
challenges and modifies previous gendered constructions of cars as well as 
actual driving practices. When interviewing electric vehicle (EV) owners about 
the process of buying and owning an EV, we found stereotypical claims of 
feminine environmentalism and masculine fascination with technology. However, 
we also observed counter-narratives that destabilise such accounts, reframing 
the car in more hybrid terms. As a hybrid construction, the EV seems to appeal 
equally to both women and men, framing their enthusiasm within differently 
gendered narratives. We also found that owning and using EVs influenced driver 
identities and actual driving practices. Factors attracting EV users in Norway 
are many, extending beyond environmental concerns and financial savings. These 
insights bring crucial nuance to EV user representations and illustrate the 
significance of cultural inquiries in mobility transitions.

Laur Kanger, Frank W. Geels, Benjamin Sovacool, Johan Schot, Technological 
diffusion as a process of societal embedding: Lessons from historical 
automobile transitions for future electric mobility, Transportation Research 
Part D: Transport and Environment, Volume 71,
2019, Pages 47-66, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.11.012.
(http://www.sciencedirect.com/science/article/pii/S1361920918303134)
Abstract: Technological diffusion can be understood as a broader process of 
co-construction of technology and its environment. This article conceptualizes 
this co-construction as a process of societal embedding, in which new 
technologies find their place in wider societal domains, which include 
immediate user contexts, cultural meanings, policies, and infrastructures. This 
perspective helps address three under-developed dimensions in adoption models: 
(1) diffusion includes more actors than users/adopters, (2) user 
characteristics and environments are not known in advance, but are articulated 
during the technological diffusion process, and (3) societal embedding is full 
of choices and struggles that affect the directionality and thus shape of 
socio-technical systems. Societal embedding therefore calls importance to the 
“demand side” of sustainability transitions. Because electric vehicles have, so 
far, only achieved limited diffusion globally, we cannot use it to test and 
illustrate our framework. We therefore use a historical comparative research 
design, which utilizes the societal embedding framework with two case studies 
of automobile diffusion in the United States and the Netherlands between the 
1880s and 1970s. We subsequently apply the resulting lessons and insights to 
the future development of electric vehicles, with examples from multiple 
countries. An important finding is that the successful diffusion of electric 
vehicles demands a more robust co-construction policy focus that includes 
tinkering with all aspects of the societal embedding process, and one involving 
a constellation of agents beyond policymakers and purchasers.
Keywords: United States; Netherlands; Diffusion; Societal embedding; 
Automobiles; Directionality; Socio-technical systems

Stephen Skippon, Jim Chappell, Fleets’ motivations for plug-in vehicle adoption 
and usage: U.K. case studies, Transportation Research Part D: Transport and 
Environment, Volume 71,
2019, Pages 67-84, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.12.009.
(http://www.sciencedirect.com/science/article/pii/S136192091830316X)
Abstract: Adoption of Plug-in Vehicles (PiVs) by fleets could have a 
substantial impact on national energy systems. We carried out four in-depth 
case studies with U.K. fleets that had not yet adopted PiVs to investigate what 
influences their vehicle selection decisions, and what their potential charging 
profiles would be if they adopted PiVs. The case studies involved us carrying 
out interviews with staff in a variety of roles at different levels within each 
organisation. We found that operational suitability and costs of ownership were 
the most important vehicle selection considerations. Provision of charging 
facilities at employees’ homes was seen as a major barrier to PiV adoption by 
van fleets, as were government contract regulations applying to contractors 
working for public sector clients. In car fleets where users chose their own 
vehicles, those choices were made at the personal level, but constrained by 
criteria imposed by the organisation. The range of vehicle options for users 
reflected corporate goals such as providing employee benefits, and also 
corporate views of personal-level symbolic motivations for car choice. PiVs 
were not considered to reflect such motivations so were not offered as options. 
Home-based fleet PiVs are likely to be charged mainly in the evenings and 
overnight, since in the daytime they are in use on company business. In 
conclusion home-based fleet PiVs may contribute to the early evening 
electricity demand peak; but there appear to be additional barriers to PiV 
adoption by fleets that may limit their overall impact on the U.K. energy 
system.
Keywords: Electric vehicle; Plug-in vehicle; BEV; PHEV; Fleet; Adoption; 
Charging

A.M. Valdez, S. Potter, M. Cook, The imagined electric vehicle user: Insights 
from pioneering and prospective buyers in Milton Keynes, United Kingdom, 
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 85-95, ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2019.01.010.
(http://www.sciencedirect.com/science/article/pii/S1361920918303183)
Abstract: This research explores how socio-technical imaginaries about electric 
vehicles and their users developed in the context of the Plugged-in Places 
programme in Milton Keynes, UK. Collectively imagined forms of social life and 
social order are reflected in the design and fulfilment of scientific and 
technological projects as imagined futures shape the technological search space 
and influence social responses to innovation (Jasanoff and Kim, 2009, 2013). 
This research focuses on the imaginaries of pioneering and prospective adopters 
of EVs in business organizations in Milton Keynes. The imaginaries of 
organizational buyers and fleet managers subtly shaped their exploration of 
early-market vehicles as they articulated the demands, barriers and motivations 
of users within their firm. This research draws on a thematic analysis of 
interviews with business and governmental actors, policy documents and trade 
literature discussing the early-market adoption of EVs by business 
organizations. The results identify the processes through which business 
adopters make sense of the new technology as well as the policies and 
organizations that supported their learning process. In addition to technical 
concerns, key aspects concerned patterns of use and demand, fitness for 
operations, and new business and operational models suited to the 
characteristics of EVs. Thus, it is concluded that the imaginaries of business 
adopters and of the organizations supporting them increasingly envision 
adopters not just as rational optimizers but also as complex problem solvers 
working out new ways to embed EVs in innovative, competitive configurations 
that work for them.
Shared mobility
Uta Burghard, Elisabeth Dütschke, Who wants shared mobility? Lessons from early 
adopters and mainstream drivers on electric carsharing in Germany, 
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 96-109, ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.11.011.
(http://www.sciencedirect.com/science/article/pii/S1361920918303262)
Abstract: Shared mobility can contribute to tackling many of the pressing 
problems from transport and initiate a system change. But who is attracted by 
shared mobility and who not? How is this related to the attractiveness of 
electric driving? What are the perceptions underlying those preferences? We try 
to answer these questions based on two survey studies from Germany with a focus 
on carsharing. First, we present findings from an online survey (n = 1548) in 
one of Germany’s showcase regions for electric vehicles (EVs) to analyse the 
acceptance of carsharing in society. The data analysis shows that perceived 
compatibility with daily life is the most important factor related to the 
attitudes towards carsharing and that social norms also play an important role. 
Second, we analyse early adopters of electric carsharing, i.e. a combination of 
both innovations in more detail. We draw on a survey (n = 947) from field 
trials in Germany. We find that – extending the results of study 1 – the users 
are a socio-demographically specific group. A segmentation revealed that 
carsharing with EVs is particularly attractive for younger people who (i) live 
as a couple but without cars or (ii) are starting a family and use carsharing 
as a supplement to their own cars. The findings from the second study are in 
line with the first one and also emphasise that the affinity for carsharing and 
EVs is closely connected. We conclude the paper by discussing the implications 
of our findings for the transition to low-carbon mobility.

N. Coulombel, V. Boutueil, L. Liu, V. Viguié, B. Yin, Substantial rebound 
effects in urban ridesharing: Simulating travel decisions in Paris, France, 
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 110-126, ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.12.006. 
(http://www.sciencedirect.com/science/article/pii/S1361920918303201)
Abstract: This paper investigates how and to what extent changes in user 
behavior may mitigate the environmental benefits of urban ridesharing, a 
phenomenon commonly referred to as “rebound effect”. Ridesharing reduces both 
the individual cost of car travel (through cost splitting) and road travel 
times (by decreasing congestion). This may trigger a number of behavioral 
changes among transportation users, including: making less detours to avoid 
congestion (route choice effect), switching from public transit and active 
modes to the car (modal shift effect), travelling longer distances (distance 
effect), and relocating further from the urban center (relocation effect). 
Taking Paris region as a case study, this research applies an integrated 
transportation/land-use model to evaluate several ridesharing scenarios and 
quantify the four rebound effects. The overall rebound effect is found to be 
substantial, cancelling out from 68 to 77% of CO2 emission reductions and from 
52 to 73% of aggregated social benefits (including congestion, air quality, CO2 
emissions, noise) expected from ridesharing. This is primarily the result of 
the modal shift effect, supplemented as ridesharing develops by the distance 
effect. Although the simplified representation of ridesharing in the baseline 
model calls for caution regarding these estimates, a sensitivity analysis 
corroborates the main findings and the prevalence of substantial rebound 
effects. The paper also investigates to what extent three complementary 
policies - improving public transit, reducing road capacity or increasing the 
cost of car travel – might limit the overall rebound effect and thereby 
maximize the benefits of urban ridesharing.
Keywords: Ridesharing; Users; Rebound effect; Climate change

Frances Sprei, Shiva Habibi, Cristofer Englund, Stefan Pettersson, Alex 
Voronov, Johan Wedlin, Free-floating car-sharing electrification and mode 
displacement: Travel time and usage patterns from 12 cities in Europe and the 
United States, Transportation Research Part D: Transport and Environment, 
Volume 71, 2019, Pages 127-140, ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.12.018.
(http://www.sciencedirect.com/science/article/pii/S1361920918303158)
Abstract: Free-floating car-sharing (FFCS) allows users to book a vehicle 
through their phone, use it and return it anywhere within a designated area in 
the city. FFCS has the potential to contribute to a transition to low-carbon 
mobility if the vehicles are electric, and if the usage does not displace 
active travel or public transport use. The aim of this paper is to study what 
travel time and usage patterns of the vehicles among the early adopters of the 
service reveal about these two issues. We base our analysis on a dataset 
containing rentals from 2014 to 2017, for 12 cities in Europe and the United 
States. For seven of these cities, we have collected travel times for 
equivalent trips with walking, biking, public transport and private car. FFCS 
services are mainly used for shorter trips with a median rental time of 27 min 
and actual driving time closer to 15 min. When comparing FFCS with other 
transport modes, we find that rental times are generally shorter than the 
equivalent walking time but longer than cycling. For public transport, the 
picture is mixed: for some trips there is no major time gain from taking FFCS, 
for others it could be up to 30 min. For electric FFCS vehicles rental time is 
shorter and the number of rentals per car and day are slightly fewer compared 
to conventional vehicles. Still, evidence from cities with an only electric 
fleet show that these services can be electrified and reach high levels of 
utilization.
Keywords: Shared mobility; Free-floating car-sharing; Electric vehicles; Usage 
patterns; Travel time; Alternative trips

Rainer Lempert, Jiaying Zhao, Hadi Dowlatabadi, Convenience, savings, or 
lifestyle? Distinct motivations and travel patterns of one-way and two-way 
carsharing members in Vancouver, Canada, Transportation Research Part D: 
Transport and Environment,
Volume 71, 2019, Pages 141-152, ISSN 1361-9209, 
https://doi.org/10.1016/j.trd.2018.12.010.
(http://www.sciencedirect.com/science/article/pii/S1361920918306242)
Abstract: Carshare membership in North America has grown approximately 25% per 
year over the past decade. Some have attributed this to pro-environmental 
values and low-impact lifestyles of millennials, the primary users of 
carsharing. Many municipal governments have adopted this belief and support 
carsharing through various accommodations and subsidies. Results from a survey 
in Vancouver, Canada (which has the highest level of carsharing in North 
America) showed that one-way and two-way carsharing members have different 
motivations for carsharing and travel patterns. One-way members, primarily 
millennials, self-report that they carshare for convenience, using shared 
vehicles twice as frequently and private vehicles three times as frequently as 
two-way members. Two-way members choose carsharing for financial savings and a 
more efficient lifestyle. They tend to walk and bike more often than one-way 
members and the overall Vancouver population. These trip mode and frequency 
differences are consistent across age, gender, income, and geography. Perhaps 
as a consequence of the above, we also found that while one-way members are on 
average younger and wealthier, two-way members self-report as having more 
affordable lifestyles. These findings point to two-way carsharing members 
adhering to more efficient, sustainable lifestyles. Municipalities may consider 
these differences in motivations and trip patterns between one-way and two-way 
members of relevance in their carsharing policies.

Ann-Kathrin Hess, Iljana Schubert, Functional perceptions, barriers, and 
demographics concerning e-cargo bike sharing in Switzerland, Transportation 
Research Part D: Transport and Environment, Volume 71, 2019, Pages 153-168, 
ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.12.013.
(http://www.sciencedirect.com/science/article/pii/S1361920918303365)
Abstract: To reduce greenhouse gas emissions low-carbon transportation 
innovations are needed. One recent innovation is e-cargo bike sharing, which 
links established elements: a cargo bike, an electric motor, and sharing 
infrastructure. Existing research on mode sharing suggests that sharing schemes 
face difficulties to move beyond a specific group of early adopters. To gain 
insights into the characteristics of and perceived barriers for those who adopt 
e-cargo bike sharing and those who do not, we investigated four groups: active 
members, inactive members, potential members, and uninterested non-members. We 
analyzed survey data (n = 301) from members and non-members of an e-cargo bike 
sharing scheme in the city of Basel, Switzerland, to explore differences in 
current transportation patterns and sociodemographic characteristics among the 
four groups. Using a mixed-methods approach, we employed a multilevel 
regression model to analyze quantitative data. We also applied a qualitative 
coding system to investigate open-ended survey questions. We found that the 
present scheme is more likely to attract men, cyclists, and young people; 
however, other groups were interested. Factors that inhibit wider adoption 
include safety concerns and the configuration of the sharing procedure. More 
effort that considers the links among infrastructure, road safety, and cycling 
competences is required to support the adoption of e-cargo bike sharing as a 
low-carbon transportation innovation.
Keywords: Bike sharing; Cargo bike; Electric bike; Low-carbon transportation 
innovation; Usage barriers; User groups

Juelin Yin, Lixian Qian, Junjie Shen, From value co-creation to value 
co-destruction? The case of dockless bike sharing in China, Transportation 
Research Part D: Transport and Environment, Volume 71, 2019, Pages 169-185, 
ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.12.004.
(http://www.sciencedirect.com/science/article/pii/S1361920918305595)
Abstract: Sharing-economy platforms have gained momentum in urban areas 
worldwide by offering the potential for efficient resource utilisation and 
novel value creation. A recent addition to the mobility sector of the sharing 
economy is the dockless bike-sharing system (DBSS), which emerged in late 2015 
with the aim of complementing urban mobility and contributing to urban 
sustainability. However, recently, debate and controversy have emerged about 
the potential negative consequences of DBSS. Building on the value-creation 
literature, and drawing on practice theory and the resource-integration 
perspective, we investigate how users participate in value co-creation and 
co-destruction activities related to DBSS. Through a thematic analysis of 8813 
social media (i.e. Sina Weibo) tweets from April 2016 to December 2017, we find 
that riding experience is the most important practice in the core using process 
for both value co-creation and co-destruction, and that post-riding practices 
can result in significant value co-destruction. In the value-formation process 
of DBSS, the critical firm resources are product–service resources and 
relational resources, and the critical customer resources are emotional 
resources, relational resources and energy resources. We also argue the 
enabling role of peripheral practices in the transition between value 
co-creation and co-destruction. We contribute to the literature by proposing a 
value co-creation and co-destruction framework for DBSS derived from key social 
practices and resources.
Keywords: Value co-creation; Value co-destruction; Dockless bike sharing; 
Resources; Social practices

Tanu Priya Uteng, Tom Erik Julsrud, Cyriac George, The role of life events and 
context in type of car share uptake: Comparing users of peer-to-peer and 
cooperative programs in Oslo, Norway, Transportation Research Part D: Transport 
and Environment, Volume 71, 2019,
Pages 186-206, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2019.01.009.
(http://www.sciencedirect.com/science/article/pii/S1361920918305698)
Abstract: This paper builds on a survey of existing users of two car sharing 
schemes in Oslo, namely Nabobil (peer-to-peer scheme P2P) and Bilkollektivet 
(cooperative scheme Coop), to understand how the following factors lead to 
active (or passive) car sharing – i. key life-events; ii. adoption/retention 
challenges; iii. acceptability; and iv. infrastructural needs. The conceptual 
framework of this study is informed by mobility biographies and social practice 
theory. A web-based questionnaire was distributed by the two service providers 
to their members, and approximately 1,724 users of P2P and 1,117 users of Coop 
participated in the survey. The survey collected information on travel 
behaviour, preferences, life-stages, mobility biography of the household, and 
life-events possibly leading to car sharing. Results highlight that using P2P 
scheme emerged as statistically significant for students moving to Oslo and for 
employees starting in new jobs. For the Coop members, the birth of first or 
later children were statistically significant events in households’ decision to 
start with car sharing. Along with differences in meanings, skills, materiality 
and practices of carsharing, users of the two schemes varied with respect to 
spatial details as well – proximity to transit-stops, access to high-frequency 
public transport services, walking/cycling infrastructure and, parking 
facilities. Further, for carsharing to become popular, ample institutional 
trust, capable of off-setting any lack of trust that users may have, needs to 
be built.

Liridona Sopjani, Jenny Janhager Stier, Sofia Ritzén, Mia Hesselgren, Peter 
Georén, Involving users and user roles in the transition to sustainable 
mobility systems: The case of  light electric vehicle sharing in Sweden, 
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 207-221, ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.12.011.
(http://www.sciencedirect.com/science/article/pii/S1361920918303006)
Abstract: Low-carbon mobility alternatives, such as shared services integrating 
light electric vehicles, support transitions to sustainable transport systems. 
However, new products and services are not enough, as changes must also 
incorporate the practices of travelling, infrastructure, and mobility cultures 
in which users of mobility solutions are core stakeholders. This paper argues 
that user involvement is necessary in sustainable innovation processes but that 
the expected diversity of user roles and their involvement can also lead to 
contrasting outcomes for sustainable innovation transitions. Guided by theory 
in user involvement, this study investigated users and nonusers of light 
electric vehicles in a sharing mobility service system set up as living lab in 
two large workplaces in Sweden. Fifty-one interviews with employees at the 
workplaces were conducted during the implementation process and analysed 
combined with a questionnaire and data from system tracking through sensor 
technology. The paper finds that both users and non-users are co-creators in 
building momentum for sustainable mobility alternatives and provides a spectrum 
of user roles with defined characteristics. Four roles are distinguished within 
this spectrum: vigilant users, passive collaborators, active decision makers 
and ambassadors. We suggest that a convergent activation strategy is deployed 
for involving a full spectrum of users in order to capture their insights in 
ways that positively affect transition. Such a strategy addresses users and 
non-users as part of decision-making concerning alternatives and cultivates a 
culture of user collaboration, while also enabling a plurality of contributions 
in order to challenge existing regimes and established practices among 
individuals.
Keywords: User roles; User involvement; Sustainable innovation; Shared mobility 
services; Ambassadors
Automated mobility
Baiba Pudāne, Michał Rataj, Eric J.E. Molin, Niek Mouter, Sander van 
Cranenburgh, Caspar G. Chorus, How will automated vehicles shape users’ daily 
activities? Insights from focus groups with commuters in the Netherlands, 
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 222-235, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.11.014.
(http://www.sciencedirect.com/science/article/pii/S1361920918303109)
Abstract: Automated Vehicles (AVs) are expected to allow their users to engage 
in a broad range of non-driving activities while travelling, such as working, 
sleeping, playing games. The impact of this possibility on the satisfaction 
with travel and on travel demand has been extensively discussed in the 
literature. However, it has been hardly recognised that the availability of 
on-board activities influences the (time-geographic) constraints of daily 
activities and may alter the selection, location, and sequencing of other 
activities in the day. This hampers correct representation of travel behaviour 
in activity-based models aiming to predict the effects of AVs on mobility and 
environment (e.g., greenhouse gas emissions). To help fill this gap, we 
gathered and analysed qualitative data from focus groups, in which 27 commuters 
discussed their expectations concerning on-board activities and daily schedules 
in the AV-era. Among the core insights are the following three. First, it is 
useful to separate in modelling the satisfaction with travel and the potential 
for on-board activities during travel: they have different determinants and 
different consequences for activity schedules and individual travel demand. 
Second, on-board activities may be classified in 4 quadrants according to their 
novelty and priority level: this classification is helpful in understanding the 
potential re-arrangements of daily activities. Third, performing new activities 
during travel may lead to complex re-arrangements of daily activity patterns; 
the re-arrangements may ease or also increase time pressure. These, and other 
reported insights may facilitate more realistic representation of 
activity-travel behaviour in future travel behaviour models.

Pascale-L. Blyth, Of Cyberliberation and Forbidden Fornication: Hidden 
Transcripts of Autonomous Mobility in Finland, Transportation Research Part D: 
Transport and Environment, Volume 71, 2019, Pages 236-247, ISSN 1361-9209,
https://doi.org/10.1016/j.trd.2018.12.002.
(http://www.sciencedirect.com/science/article/pii/S136192091830302X)
Abstract: While autonomous mobility technology is developing, comparatively 
less is known about how a sociotechnical system of autonomous mobility may 
impact our urban living conditions. Using Finland as a case study, this 
research aims to identify the possible implications of changing power relations 
created by autonomous mobility technology. This study uses a theoretical and 
conceptual approach grounded in the planning research tradition of Aristotelian 
practical judgement (phronesis). Drawing from political theory of technology, 
it investigates the social relations that may be afforded by autonomous 
mobility technology. Adapting a concept drawn from geography of power, it 
examines how power is expressed in terms of transcripts of dominant 
technological agency and hidden social context. 31 interviews of extended users 
in the transition (intermediaries) revealed three dominant transcripts of 
technological agency associated with the philosophy of cyberlibertarianism 
(liberation of the driver, safety of the driver and customer accessibility), 
and four hidden transcripts of social context (restrictions on sharing street 
space, loss of social safety, vulnerability of passengers, and loss of 
privacy). The phronetic research tradition that was used in the study revealed 
several things. The impact of autonomous mobility technology goes beyond the 
purely systemic, affecting the very fabric of our connection with place and 
society. Failure to consider autonomous mobility technology as a sociotechnical 
system that will restructure society unperceptively (technological 
somnambulism) may bring profound societal changes.
Keywords: Self-driving vehicle; Transportation; Technology transitions; Urban 
planning; Power; Users

Scott Hardman, Rosaria Berliner, Gil Tal, Who will be the early adopters of 
automated vehicles? Insights from a survey of electric vehicle owners in the 
United States, Transportation Research Part D: Transport and Environment, 
Volume 71, 2019,
Pages 248-264, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.12.001.
(http://www.sciencedirect.com/science/article/pii/S1361920918303043)
Abstract: Most major automakers are developing vehicles with some level of 
automated driving capability. These vehicles range from those with adaptive 
cruise control to full driverless vehicles. These vehicles are collectively 
referred to as automated vehicles. The adoption of automated vehicles by 
consumers is not well understood. It is likely that the first buyers will be 
typical early adopters i.e. consumers who have different lifestyles, attitudes, 
and socio-demographic profiles compared to the general population. Using a 
questionnaire survey of 2715 consumers in 36 states in the USA, we investigate 
the attitudes of early adopters of one automotive technology: plug-in electric 
vehicles (PEVs). This sample was selected so that the perceptions and purchase 
intentions of early adopters could be investigated. This is opposed to 
assessing the attitudes of the public who are unlikely to be knowledgeable 
about automated vehicles and unable to accurately assess the vehicles and 
estimate their own purchase intentions. This study finds that PEV early 
adopters have positive perceptions of automated vehicles. However, being a PEV 
adopter does not necessarily lead to interest in purchasing an automated 
vehicle. PEV adopters are clustered into 5 different groups with differing 
levels of interest in automated vehicles (from “Pioneers” to “Laggards”). The 
results suggest that automated vehicles are likely to be purchased by a small 
group of pioneering consumers. These “Pioneers” are likely to be high income 
consumers, with good knowledge and positive perceptions of the automated 
vehicles (on safety, comfort, and purchase price), and positive attitudes 
towards technology in general.
Multiple innovations
Thomas Stoiber, Iljana Schubert, Raphael Hoerler, Paul Burger, Will consumers 
prefer shared and pooled-use autonomous vehicles? A stated choice experiment 
with Swiss households, Transportation Research Part D: Transport and 
Environment, Volume 71,
2019, Pages 265-282, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.12.019.
(http://www.sciencedirect.com/science/article/pii/S1361920918303304)
Abstract: Autonomous vehicles, understood as vehicles that do not require 
manual steering, will cause disruptive changes in the transportation sector. 
Many studies on autonomous vehicles address the sustainability potential of 
this technology, and they assume that vehicles will no longer be privately 
owned and will be used with pooling options (multiple riders on a trip). 
However, there is currently little evidence to indicate whether this assumption 
is supported by user preference. To address this gap, an online choice 
experiment including 709 participants was conducted. It assumed the full-market 
penetration of autonomous vehicles and explored future mode choices, 
considering both short-term and long-term mobility decisions. The experiment 
tested the influence of 15 short-term and 13 long-term decision instruments to 
encourage the adoption of shared and pooled use of autonomous vehicles, like 
autonomous taxis and autonomous public transport. Our findings partly support 
the assumption in the existing literature that vehicles are likely to be used 
in a pooled mode. In the control condition, 61% of Swiss respondents preferred 
pooled autonomous vehicles over private autonomous cars. Moreover, stated 
preferences indicated that combined instruments influencing comfort, cost, and 
time are likely to increase the proportion of pooled uses of autonomous 
vehicles.
Keywords: Autonomous vehicles; Sharing; Pooling; Sustainable transportation; 
Instruments; Transportation mode choice

C. Anna Spurlock, James Sears, Gabrielle Wong-Parodi, Victor Walker, Ling Jin, 
Margaret Taylor, Andrew Duvall, Anand Gopal, Annika Todd, Describing the users: 
Understanding adoption of and interest in shared, electrified, and automated 
transportation in the San Francisco Bay Area, Transportation Research Part D: 
Transport and Environment, Volume 71, 2019, Pages 283-301, ISSN 1361-9209,  
https://doi.org/10.1016/j.trd.2019.01.014.
(http://www.sciencedirect.com/science/article/pii/S1361920918303122)
Abstract: Emerging technologies and services stand poised to transform the 
transportation system, with large implications for energy use and mobility. The 
degree and speed of these impacts depend largely on who adopts these 
innovations and how quickly. Leveraging data from a novel survey of San 
Francisco Bay Area residents, we analyze adoption patterns for shared mobility, 
electrified vehicle technologies, and vehicle automation. We find that 
ride-hailing and adaptive cruise control have penetrated the market more 
extensively than have electrified vehicles or car-sharing services. Over half 
of respondents have adopted or expressed interest in adopting all levels of 
vehicle automation. Overall, there is substantial potential for market growth 
for the technologies and services we analyzed. Using county fixed effects 
regressions, we investigate which individual and location-level factors 
correlate to adoption and interest. We find that, although higher-income people 
are disproportionately represented among current adopters of most new 
technologies and services, low- to middle-income people are just as likely to 
have adopted pooled ride-hailing. Younger generations have high interest in 
automated and electrified vehicles relative to their current adoption of these 
technologies, suggesting that young people could contribute substantially to 
future market growth—as they are doing for ride-hailing. We find no evidence 
that longer commutes present a barrier to plug-in electric vehicle adoption. 
Finally, women are less likely than men to adopt and/or be interested in 
adopting most new transportation technologies, with the exception of 
ride-hailing; designing or marketing technologies with women’s preferences in 
mind could contribute to future market expansion.
Keywords: Transportation decisions; Technology adoption; Ride-hailing; 
Automated vehicles; Car-sharing; Electric vehicles

Colin Whittle, Lorraine Whitmarsh, Paul Hagger, Phillip Morgan, Graham 
Parkhurst, User decision-making in transitions to electrified, autonomous, 
shared or reduced mobility,
Transportation Research Part D: Transport and Environment, Volume 71, 2019, 
Pages 302-319, ISSN 1361-9209, https://doi.org/10.1016/j.trd.2018.12.014.
(http://www.sciencedirect.com/science/article/pii/S1361920918303249)
Abstract: Mobility affords a range of benefits, but there are environmental, 
social and economic problems associated with current transport systems. 
Innovations to address these issues include novel technologies (e.g., electric 
and autonomous vehicles; EVs, AVs), and new business models and social 
practices (e.g., shared mobility). Yet, far more attention by policy-makers and 
researchers has been paid to the technical aspects of a low-carbon mobility 
transition than to social or psychological aspects, or the role of the user. In 
this paper, we integrate insights from the multi-level perspective on 
transitions and socio-psychological literature and draw on transport expert 
interview (N = 11) data, to examine (a) what influences current attitudes and 
behaviours in respect of EVs and AVs, and shared mobility, and (b) how this may 
change in the years to come. We argue that technological change may be most 
compatible with the transport regime (dominated by personal car-based mobility) 
but potentially affords a narrower range of sustainability benefits, while 
mobility substitution (e.g., reducing the need to travel through tele-working 
or -shopping) may be most challenging for both policy-makers and publics, while 
potentially addressing a wider range of sustainability problems associated with 
the transport regime. Shared mobility options sit somewhere in between and 
challenge certain aspects of the regime (e.g., status associated with car 
ownership) while offering certain environmental, social and economic benefits. 
For all three areas of innovation, policy interventions need to address the 
needs, preferences, experiences and identities of users if they are to be 
effective and sustainable.
Keywords: Low-carbon mobility; Transition; Multi-level perspective; Psychology; 
Decision-making









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