Unintended effects of autonomous driving: a study on mobility preferences in the future
Open accessAbstract
Innovations in the mobility industry such as automated and connected cars could significantly reduce congestion and emissions by allowing the traffic to flow more freely and reducing the number of vehicles according to some researchers. However, the effectiveness of these sustainable product and service innovations is often limited by unexpected changes in consumption: some researchers thus hypothesize that the higher comfort and improved quality of time in driverless cars could lead to an increase in demand for driving with autonomous vehicles. So far, there is a lack of empirical evidence supporting either one or other of these hypotheses. To analyze the influence of autonomous driving on mobility behavior and to uncover user preferences, which serve as indicators for future travel mode choices, we conducted an online survey with a paired comparison of current and future travel modes with 302 participants in Germany. The results do not confirm the hypothesis that ownership will become an outdated model in the future. Instead they suggest that private cars, whether conventional or fully automated, will remain the preferred travel mode. At the same time, carsharing will benefit from full automation more than private cars. However, the findings indicate that the growth of carsharing will mainly be at the expense of public transport, showing that more emphasis should be placed in making public transport more attractive if sustainable mobility is to be developed.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Private cars will continue to exist.
“Bösch et al. (2018a) and Pakusch et al. (2018) affirm that private cars will continue to exist.”
From Shared autonomous vehicle services: A comprehensive review (2020) · cites this paper as Pakusch et al., 2018
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
1 retracted
RETRACTED: The Role of Gamification in Enhancing Intrinsic Motivation to Use a Loyalty Program
Kim, K., & Ahn, S. J. (2017) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2017.07.001 · Cited by 49 · see citing works
RetractedA BEHAVIORAL MODEL OF RATIONAL CHOICE
Simon, H. A. (1955) · The Quarterly Journal of Economics · doi:10.2307/1884852 · Cited by 15,877 · see citing works
A New Approach to Consumer Theory
Lancaster, K. J. (1966) · Journal of Political Economy · doi:10.1086/259131 · Cited by 8,471 · see citing works
Preparing a nation for autonomous vehicles: opportunities, barriers and policy recommendations
Fagnant, D. J., & Kockelman, K. (2015) · Transportation Research Part A: Policy and Practice · doi:10.1016/j.tra.2015.04.003 · Cited by 3,214 · see citing works
Are Individual Differences Germane to the Acceptance of New Information Technologies?
Agarwal, R., & Prasad, J. (1999) · Decision Sciences · doi:10.1111/j.1540-5915.1999.tb01614.x · Cited by 2,107 · see citing works
Energy efficiency and consumption—The rebound effect—A survey
A. Greening, L., Greene, D. L., & Difiglio, C. (2000) · Energy Policy · doi:10.1016/s0301-4215(00)00021-5 · Cited by 2,077 · see citing works
Kyriakidis, M., Happee, R., & de Winter, J. C. F. (2015) · Transportation Research Part F: Traffic Psychology and Behaviour · doi:10.1016/j.trf.2015.04.014 · Cited by 1,383 · see citing works
Bamberg, S., Ajzen, I., & Schmidt, P. (2003) · Basic and Applied Social Psychology · doi:10.1207/s15324834basp2503_01 · Cited by 1,305 · see citing works
Milakis, D., van Arem, B., & van Wee, B. (2017) · Journal of Intelligent Transportation Systems · doi:10.1080/15472450.2017.1291351 · Cited by 963 · see citing works
Preferences for shared autonomous vehicles
Krueger, R., Rashidi, T. H., & Rose, J. M. (2016) · Transportation Research Part C: Emerging Technologies · doi:10.1016/j.trc.2016.06.015 · Cited by 861 · see citing works
Berkhout, P. H. G., Muskens, J. C., & Velthuijsen, J. W. (2000) · Energy Policy · doi:10.1016/s0301-4215(00)00022-7 · Cited by 850 · see citing works
Technological progress and sustainable development: what about the rebound effect?
Binswanger, M. (2001) · Ecological Economics · doi:10.1016/s0921-8009(00)00214-7 · Cited by 737 · see citing works
Intention to use a fully automated car: Attitudes and a priori acceptability
Payre, W., Cestac, J., & Delhomme, P. (2014) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2014.04.009 · Cited by 696 · see citing works
Smart Sustainable Cities: Definition and Challenges
Höjer, M., & Wangel, J. (2015) · Advances in Intelligent Systems and Computing · doi:10.1007/978-3-319-09228-7_20 · Cited by 570 · see citing works
Spieser, K., Treleaven, K., Zhang, R., Frazzoli, E., Morton, D., & Pavone, M. (2014) · Lecture notes in mobility · doi:10.1007/978-3-319-05990-7_20 · Cited by 442 · see citing works
Autonomous taxis could greatly reduce greenhouse-gas emissions of US light-duty vehicles
Greenblatt, J. B., & Saxena, S. (2015) · Nature Climate Change · doi:10.1038/nclimate2685 · Cited by 419 · see citing works
Automated Vehicles, On-Demand Mobility, and Environmental Impacts
Greenblatt, J. B., & Shaheen, S. (2015) · Current Sustainable/Renewable Energy Reports · doi:10.1007/s40518-015-0038-5 · Cited by 407 · see citing works
A survey of public opinion about connected vehicles in the U.S., the U.K., and Australia
Schoettle, B., & Sivak, M. (2014) · 2014 International Conference on Connected Vehicles and Expo (ICCVE) · doi:10.1109/iccve.2014.7297637 · Cited by 400 · see citing works
What drives car use? A grounded theory analysis of commuters’ reasons for driving
Gardner, B., & Abraham, C. (2006) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2006.09.004 · Cited by 382 · see citing works
Public Perceptions of Self-Driving Cars: The Case of Berkeley, California
Howard, D. J., & Dai, D. (2014) · Transportation Research Board 93rd Annual MeetingTransportation Research Board · Cited by 323 · see citing works
Operations of Shared Autonomous Vehicle Fleet for Austin, Texas, Market
Fagnant, D. J., Kockelman, K. M., & Bansal, P. (2016) · Transportation Research Record: Journal of the Transportation Research Board · doi:10.3141/2536-12 · Cited by 314 · see citing works
Simulation of City-wide Replacement of Private Cars with Autonomous Taxis in Berlin
Bischoff, J., & Maciejewski, M. (2016) · Procedia Computer Science · doi:10.1016/j.procs.2016.04.121 · Cited by 295 · see citing works
CAN PUBLIC TRANSPORT COMPETE WITH THE PRIVATE CAR?
Steg, L. (2003) · IATSS Research · doi:10.1016/s0386-1112(14)60141-2 · Cited by 273 · see citing works
Turning lights into flights: Estimating direct and indirect rebound effects for UK households
Chitnis, M., Sorrell, S., Druckman, A., Firth, S. K., & Jackson, T. P. (2012) · Energy Policy · doi:10.1016/j.enpol.2012.12.008 · Cited by 250 · see citing works
A vision of our transport future
Burns, L. D. (2013) · Nature · doi:10.1038/497181a · Cited by 246 · see citing works
The rebound effect: some empirical evidence from India
Roy, J. (2000) · Energy Policy · doi:10.1016/s0301-4215(00)00027-6 · Cited by 227 · see citing works
An Analysis of Possible Energy Impacts of Automated Vehicles
Brown, A., Gonder, J., & Repac, B. (2014) · Lecture Notes in Mobility · doi:10.1007/978-3-319-05990-7_13 · Cited by 217 · see citing works
Urban Space Distribution and Sustainable Transport
Gössling, S., Schröder, M., Späth, P., & Freytag, T. (2016) · Transport Reviews · doi:10.1080/01441647.2016.1147101 · Cited by 156 · see citing works
Using gamification to incentivize sustainable urban mobility
Kazhamiakin, R., Marconi, A., Perillo, M., Pistore, M., Valetto, G., Piras, L., Avesani, F., & Perri, N. (2015) · IEEE International Smart Cities Conference (ISC2) · doi:10.1109/isc2.2015.7366196 · Cited by 153 · see citing works
Dubin, J. A., Miedema, A. K., & Chandran, R. V. (1986) · The RAND Journal of Economics · doi:10.2307/2555713 · Cited by 150 · see citing works
Energy, Economic Growth and Environmental Sustainability: Five Propositions
Sorrell, S. (2010) · Sustainability · doi:10.3390/su2061784 · Cited by 143 · see citing works
User Acceptance of Fully Autonomous Public Transport
Pakusch, C., & Bossauer, P. (2017) · International Joint Conference on e-Business and Telecommunications (ICETE) · doi:10.5220/0006472900520060 · Cited by 95 · see citing works
Self-citationA brighter future? Quantifying the rebound effect in energy efficient lighting
Schleich, J. E., Mills, B. F., & Dütschke, E. (2014) · Energy Policy · doi:10.1016/j.enpol.2014.04.028 · Cited by 91 · see citing works
Rethinking Climate and Energy Policies
(2016) · doi:10.1007/978-3-319-38807-6 · Cited by 74 · see citing works
MODE CHOICE ANALYSIS: THE DATA, THE MODELS AND FUTURE AHEAD
Sekhar, C. R. (2014) · International Journal for Traffic and Transport Engineering · doi:10.7708/ijtte.2014.4(3).03 · Cited by 73 · see citing works
Travel-Time Valuation for Automated Driving: A Use-Case-Driven Study
Cyganski, R., Fraedrich, E. M., & Lenz, B. (2015) · elib (German Aerospace Center) · Cited by 69 · see citing works
International Economics of Resource Efficiency
Bleischwitz, R., Welfens, P. J. J., & Zhang, Z. (2011) · Physica-Verlag eBooks · doi:10.1007/978-3-7908-2601-2 · Cited by 60 · see citing works
Impacts of Shared Autonomous Taxis in a Metropolitan Area
Burghout, W., Rigole, P. J., & Andreasson, I. J. (2015) · KTH Publication Database DiVA (KTH Royal Institute of Technology) · Cited by 60 · see citing works
User acceptance of driverless shuttles running in an open and mixed traffic environment
Nordhoff, S., van Arem, B., Merat, N., Madigan, R., Ruhrort, L., Knie, A., & Happee, R. (2017) · Cited by 57 · see citing works
Can Rebound Effects Explain Why Sustainable Mobility Has Not Been Achieved?
Walnum, H. J., Aall, C., & Løkke, S. (2014) · Sustainability · doi:10.3390/su6129510 · Cited by 52 · see citing works
Buhl, J., von Geibler, J., Echternacht, L., & Linder, M. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.03.001 · Cited by 50 · see citing works
Owczarzak, Ł., & Żak, J. (2015) · Transportation Research Procedia · doi:10.1016/j.trpro.2015.09.001 · Cited by 45 · see citing works
Dynamic adaptive policymaking for the sustainable city: The case of automated taxis
Walker, W. E., & Marchau, V. (2017) · International Journal of Transportation Science and Technology · doi:10.1016/j.ijtst.2017.03.004 · Cited by 43 · see citing works
Digitalization and Environmental Aims in Municipalities
Ringenson, T., Höjer, M., Kramers, A., & Viggedal, A. (2018) · Sustainability · doi:10.3390/su10041278 · Cited by 43 · see citing works
Stein, M., Meurer, J., Boden, A., & Wulf, V. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3025672 · Cited by 36 · see citing works
Self-citationPargman, D. S., Eriksson, E., & Friday, A. (2016) · Workshop on Computing within Limits (LIMITS) · doi:10.1145/2926676.2926683 · Cited by 32 · see citing works
(2016) · Road and transport research · Cited by 30 · see citing works
Palmer, G. (2012) · Sustainability · doi:10.3390/su4071525 · Cited by 28 · see citing works
An Econometric Model of the Joint Production and Consumption of Residential Space Heat
Klein, Y. L. (1988) · Southern Economic Journal · doi:10.2307/1059108 · Cited by 25 · see citing works
Low Carbon Mobility for Future Cities: Principles and applications
Dia, H. (2017) · Institution of Engineering and Technology eBooks · doi:10.1049/pbtr006e · Cited by 25 · see citing works
Exploring the Direct Rebound Effect of Energy Consumption: A Case Study
Wang, Q., Gao, Z., Tang, H., Yuan, X., & Zuo, J. (2018) · Sustainability · doi:10.3390/su10010259 · Cited by 23 · see citing works
Jou, R., Hensher, D. A., Liu, Y.-H., & Chiu, C.-S. (2010) · Urban Studies · doi:10.1177/0042098009351939 · Cited by 23 · see citing works
The Energy Rebound Effect for the Construction Industry: Empirical Evidence from China
Du, Q., Li, Y., & Bai, L. (2017) · Sustainability · doi:10.3390/su9050803 · Cited by 17 · see citing works
Kramers, A., Höjer, M., Lövehagen, N., & Wangel, J. (2013) · International Conference on Information and Communication Technologies · Cited by 13 · see citing works
Vlahogianni, E. I., & Barmpounakis, E. (2017) · Institution of Engineering and Technology eBooks · doi:10.1049/pbtr006e_ch12 · Cited by 11 · see citing works
Rebound Effect or Induced Demand? Analyzing the Compound Dual Effects on VMT in the U.S.
Byun, J., Park, S., & Jang, K. (2017) · Sustainability · doi:10.3390/su9020219 · Cited by 10 · see citing works
Social Dependency and Mobile Autonomy – Supporting Older Adults' Mobility with Ridesharing ICT
Meurer, J., Stein, M., Randall, D. W., Rohde, M., & Wulf, V. (2014) · doi:10.13140/2.1.4980.8648 · Cited by 9 · see citing works
Paired Comparison Method to Prioritize Traffic Calming Projects
Rahman, F., Yoshida, S., Kojima, A., & Kubota, H. (2015) · Journal of the Eastern Asia Society for transportation studies/Journal of the Eastern Asia Society for Transportation Studies · doi:10.11175/easts.11.2472 · Cited by 5 · see citing works
Zur Akzeptanz Autonomen Fahrens – Eine A-Priori Studie
Eimler, S. C., & Geisler, S. (2015) · De Gruyter eBooks · doi:10.1515/9783110443905-075 · Cited by 4 · see citing works
Transportation: Challenges to Curbing Greenhouse Gas Emissions from Road Freight Traffic
Walnum, H. J., & Aall, C. (2016) · Springer eBooks · doi:10.1007/978-3-319-38807-6_14 · Cited by 4 · see citing works
Pakusch, C., Weber, T., Stevens, G., & Bossauer, P. (2018) · Publication Server of Bonn-Rhein-Sieg University of Applied Sciences (Bonn-Rhein-Sieg University of Applied Sciences) · Cited by 2 · see citing works
Self-citationRebound-Effekte bei privater Pkw-Nutzung: Versuch einer empirischen Annäherung
Becker, S. (2015) · GAIA - Ecological Perspectives for Science and Society · doi:10.14512/gaia.24.2.13 · Cited by 1 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- Pakusch, C.; Bossauer, P.; Shakoor, M.; Stevens, G. Using, Sharing, and Owning Smart Cars. In Proceedings of the 13th International Joint Conference on e-Business and Telecommunications (ICETE 2016), Lisbon, Portugal, 26-28 July 2016; Volume 2, pp. 19-30.
- Train, K.E. Discrete Choice Methods with Simulation; Cambridge University Press: Cambridge, UK, 2009; ISBN 1-139-48037-5.
- Wödl, S.; Pakusch, C.; Bossauer, P.; Stevens, G. Auswirkungen vollautomatisierter PKWs auf die Verkehrsmittelwahl. Int. Verkehrswesen 2017, 69, 68-72.
- Bortz, J.; Döring, N. Forschungsmethoden und Evaluation; Springer: Berlin, Germany, 2013.
- Agresti, A. An Introduction to Categorical Data Analysis; Wiley: New York, NY, USA, 1996; Volume 135.
Cited by
Sorted by citations
Shared autonomous vehicle services: A comprehensive review
Narayanan, S., Chaniotakis, E., & Antoniou, C. (2020) · Transportation Research Part C: Emerging Technologies · doi:10.1016/j.trc.2019.12.008 · Cited by 691 · see citing works
Gupta, A., Anpalagan, A., Guan, L., & Khwaja, A. S. (2021) · Array · doi:10.1016/j.array.2021.100057 · Cited by 571 · see citing works
What have we learned? A review of stated preference and choice studies on autonomous vehicles
Gkartzonikas, C., & Gkritza, K. (2018) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2018.12.003 · Cited by 515 · see citing works
Connected & autonomous vehicles – Environmental impacts – A review
Kopelias, P., Demiridi, E., Vogiatzis, K. E., Skabardonis, A., & Zafiropoulou, V. (2019) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2019.135237 · Cited by 262 · see citing works
Golbabaei, F., Yiğitcanlar, T., Paz, A., & Bunker, J. M. (2020) · Journal of Open Innovation Technology Market and Complexity · doi:10.3390/joitmc6040106 · Cited by 258 · see citing works
Lee, J., Lee, D., Park, Y., Lee, S., & Ha, T. (2019) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2019.08.020 · Cited by 249 · see citing works
Jing, P., HUANG, H. Y., Ran, B., Zhan, F., & Shi, Y. (2019) · Sustainability · doi:10.3390/su11041155 · Cited by 220 · see citing works
Acheampong, R. A., Cugurullo, F., Guériau, M., & Dusparić, I. (2021) · Cities · doi:10.1016/j.cities.2021.103134 · Cited by 168 · see citing works
Connected and Autonomous Vehicles and Infrastructures: A Literature Review
Rana, M. M., & Hossain, K. (2021) · International Journal of Pavement Research and Technology · doi:10.1007/s42947-021-00130-1 · Cited by 160 · see citing works
An empirical discourse on forecasting the use of autonomous vehicles using consumers’ preferences
Saeed, T. U., Burris, M. W., Labi, S., & Sinha, K. C. (2020) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2020.120130 · Cited by 144 · see citing works
Richter, M. A., Hagenmaier, M., Bandte, O., Parida, V., & Wincent, J. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121857 · Cited by 124 · see citing works
Impacts of Autonomous Vehicles on Public Health: A Conceptual Model and Policy Recommendations
Sohrabi, S., Khreis, H., & Lord, D. (2020) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102457 · Cited by 94 · see citing works
Herrenkind, B., Nastjuk, I., Brendel, B., Trang, S. T.-N., & Kolbe, L. M. (2019) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2019.07.023 · Cited by 79 · see citing works
Cascetta, E., Cartenì, A., & Francesco, L. D. (2021) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2021.103499 · Cited by 76 · see citing works
A theoretical investigation of user acceptance of autonomous public transport
Yuen, K. F., Choo, L. Q., Li, X., Wong, Y. D., Ma, F., & Wang, X. (2022) · Transportation · doi:10.1007/s11116-021-10253-w · Cited by 75 · see citing works
Consumer preferences for on-demand transport in Australia
Vij, A., Ryan, S., Sampson, S., & Harris, S. (2020) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2019.12.026 · Cited by 66 · see citing works
Hassan, H. M., Ferguson, M. R., Vrkljan, B. H., Newbold, K. B., & Razavi, S. (2021) · Journal of Transport Geography · doi:10.1016/j.jtrangeo.2021.103133 · Cited by 61 · see citing works
Zhong, W., Safdar, M., Zhong, S., Liu, J., & Xiao, F. (2021) · Journal of Advanced Transportation · doi:10.1155/2021/5141798 · Cited by 58 · see citing works
Empirical evidence of bias in public acceptance of autonomous vehicles
Janatabadi, F., & Ermagun, A. (2021) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2021.12.005 · Cited by 50 · see citing works
Integrated Approach for the Assessment of Strategies for the Decarbonization of Urban Traffic
Göhlich, D., Nagel, K., Syré, A. M., Grahle, A., Martins-Turner, K., Ewert, R., Jahn, R. M., & Jefferies, D. (2021) · Sustainability · doi:10.3390/su13020839 · Cited by 47 · see citing works
What we know and do not know about connected and autonomous vehicles
Rashidi, T. H., Najmi, A., Haider, A., Wang, C. I., & Hosseinzadeh, F. (2020) · Transportmetrica A Transport Science · doi:10.1080/23249935.2020.1720860 · Cited by 45 · see citing works
Experience of Drivers of All Age Groups in Accepting Autonomous Vehicle Technology
Classen, S., Sisiopiku, V. P., Mason, J., Yang, W., Hwangbo, S. W., McKinney, B., & Li, Y. (2021) · Journal of Intelligent Transportation Systems · doi:10.1080/15472450.2023.2197115 · Cited by 44 · see citing works
Using Time and Space Efficiently in Driverless Cars
Stevens, G., Bossauer, P., Vonholdt, S., & Pakusch, C. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300635 · Cited by 49 · see citing works
Self-citationMohammadzadeh, M. (2021) · Transportation Research Interdisciplinary Perspectives · doi:10.1016/j.trip.2020.100294 · Cited by 44 · see citing works
Is there a macroeconomic carbon rebound effect in EU ETS?
BOLAT, C., Soytaş, U., Akinoglu, B. G., & Nazlıoğlu, Ş. (2023) · Energy Economics · doi:10.1016/j.eneco.2023.106879 · Cited by 43 · see citing works
In-depth Analysis of Autonomous Vehicle Collisions in California
Leilabadi, S. H., & Schmidt, S. (2019) · IEEE International Conference on Intelligent Transportation Systems (ITSC) · doi:10.1109/itsc.2019.8916775 · Cited by 42 · see citing works
Chee, P. N. E., Susilo, Y. O., Wong, Y. D., & Pernestål, A. (2020) · European Transport Research Review · doi:10.1186/s12544-020-00404-y · Cited by 41 · see citing works
Lemonde, C., Arsénio, E., & Henriques, R. (2021) · European Transport Research Review · doi:10.1186/s12544-021-00520-3 · Cited by 40 · see citing works
Analyzing Urban Residents’ Appraisal of Ridepooling Service Attributes with Conjoint Analysis
König, A., Bonus, T., & Grippenkoven, J. (2018) · Sustainability · doi:10.3390/su10103711 · Cited by 40 · see citing works
Potential health and well-being implications of autonomous vehicles
(2020) · Advances in Transport Policy and Planning · doi:10.1016/bs.atpp.2020.02.002 · Cited by 38 · see citing works
Consumers’ expectations and attitudes towards owning, sharing, and riding autonomous vehicles
Silvestri, F., Fabiis, F. D., & Coppola, P. (2023) · Case Studies on Transport Policy · doi:10.1016/j.cstp.2023.101112 · Cited by 38 · see citing works
Autonomous Vehicle Use and Urban Space Transformation: A Scenario Building and Analysing Method
Silva, D., Földes, D., & Csiszár, C. (2021) · Sustainability · doi:10.3390/su13063008 · Cited by 37 · see citing works
The politics of new driving technologies: Political ideology and autonomous vehicle adoption
Mack, E. A., Miller, S. R., Chang, C.-H. D., Fossen, J. A. V., Cotten, S. R., Savolainen, P. T., & Mann, J. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101604 · Cited by 33 · see citing works
Convergence of Emerging Transportation Trends: A Comprehensive Review of Shared Autonomous Vehicles
Almaskati, D. N., Kermanshachi, S., & Pamidimukkala, A. (2024) · Journal of Intelligent and Connected Vehicles · doi:10.26599/jicv.2023.9210043 · Cited by 33 · see citing works
A Wizard of Oz Study on Passengers' Experiences of a Robo-Taxi Service in Real-Life Settings
Meurer, J., Pakusch, C., Stevens, G., Randall, D. W., & Wulf, V. (2020) · Designing Interactive Systems Conference · doi:10.1145/3357236.3395465 · Cited by 34 · see citing works
Self-citationRoca‐Puigròs, M., Marmy, C., Wäger, P. A., & Müller, D. B. (2023) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2022.103576 · Cited by 36 · see citing works
Influencing Factors of Driving Decision-Making Under the Moral Dilemma
Li, S., Zhang, J., Li, P., Wang, Y., & Wang, Q. (2019) · IEEE Access · doi:10.1109/access.2019.2932043 · Cited by 32 · see citing works
Medina-Tapia, M., & Robusté, F. (2019) · Sustainability · doi:10.3390/su11020482 · Cited by 30 · see citing works
Traditional taxis vs automated taxis – Does the driver matter for Millennials?
Pakusch, C., Meurer, J., Tolmie, P., & Stevens, G. (2020) · Travel Behaviour and Society · doi:10.1016/j.tbs.2020.06.009 · Cited by 29 · see citing works
Self-citationWell-being and mobility: A new perspective
Ferdman, A. (2021) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2021.02.003 · Cited by 28 · see citing works
Weigl, K., Eisele, D., & Riener, A. (2022) · International Journal of Transportation Science and Technology · doi:10.1016/j.ijtst.2022.03.006 · Cited by 28 · see citing works
You’ll Never Ride Alone: Insights into Women’s Security Needs in Shared Automated Vehicles
Schuß, M., Manger, C., Löcken, A., & Riener, A. (2022) · International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) · doi:10.1145/3543174.3546848 · Cited by 28 · see citing works
The role of attitudinal features on shared autonomous vehicles
Yu, J., Li, W., Song, Z., Wang, S., Ma, J., & Wang, B. (2023) · Research in Transportation Business & Management · doi:10.1016/j.rtbm.2023.101032 · Cited by 28 · see citing works
Basu, R., & Ferreira, J. (2020) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2020.102394 · Cited by 26 · see citing works
A tale of two modes: Who will use single user and shared autonomous vehicles
Gkartzonikas, C., Ke, Y., & Gkritza, K. (2022) · Case Studies on Transport Policy · doi:10.1016/j.cstp.2022.05.015 · Cited by 27 · see citing works
Huang, T. (2021) · PLoS ONE · doi:10.1371/journal.pone.0256570 · Cited by 26 · see citing works
Colley, M., Wankmüller, B., Mend, T., Väth, T., Rukzio, E., & Gugenheimer, J. (2022) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2022.03.011 · Cited by 26 · see citing works
Li, L., Gan, J. Y., Qu, X., Mao, P., Yi, Z., & Ran, B. (2021) · Applied Sciences · doi:10.3390/app11030958 · Cited by 25 · see citing works
Liljamo, T., Liimatainen, H., Pöllänen, M., & Viri, R. (2021) · Sustainability · doi:10.3390/su13041962 · Cited by 25 · see citing works
Let’s Share a Ride into the Future
Schuß, M., Wintersberger, P., & Riener, A. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445609 · Cited by 25 · see citing works
Kashani, M. A., Abbasi, M., Mamdoohi, A. R., & Sierpiński, G. (2023) · World Electric Vehicle Journal · doi:10.3390/wevj14010023 · Cited by 25 · see citing works
An Exploratory Analysis of Temporal and Spatial Patterns of Autonomous Vehicle Collisions
Patel, R. K., Channamallu, S. S., Khan, M. A., Kermanshachi, S., & Pamidimukkala, A. (2024) · Public Works Management & Policy · doi:10.1177/1087724x231217677 · Cited by 30 · see citing works
Chee, P. N. E., Susilo, Y. O., & Wong, Y. D. (2020) · Travel Behaviour and Society · doi:10.1016/j.tbs.2020.10.004 · Cited by 24 · see citing works
Market Electrification for BEV and PHEV in Relation to the Level of Vehicle Autonomy
Dudziak, A., Dróździel, P., Stoma, M., & Caban, J. (2022) · Energies · doi:10.3390/en15093120 · Cited by 26 · see citing works
Adnan, N. (2024) · Transportation Research Interdisciplinary Perspectives · doi:10.1016/j.trip.2024.101110 · Cited by 23 · see citing works
Do People Prefer Cars That People Don’t Drive? A Survey Study on Autonomous Vehicles
Meidutė‐Kavaliauskienė, I., YILDIZ, B., Çiğdem, Ş., & Činčikaitė, R. (2021) · Energies · doi:10.3390/en14164795 · Cited by 23 · see citing works
Wang, F., Zhang, Z., & Lin, S. (2023) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2023.103719 · Cited by 23 · see citing works
Etminani-Ghasrodashti, R., Patel, R. K., Kermanshachi, S., Rosenberger, J. M., & Weinreich, D. P. (2021) · ASCE International Conference on Transportation and Development (ICTD) · doi:10.1061/9780784483534.030 · Cited by 22 · see citing works
Autonomous vehicle adoption: use phase environmental implications
Kontar, W., Ahn, S., & Hicks, A. (2021) · Environmental Research Letters · doi:10.1088/1748-9326/abf6f4 · Cited by 22 · see citing works
Lijarcio, I., Useche, S. A., Llamazares, F. J., & Montoro, L. V. (2019) · Data in Brief · doi:10.1016/j.dib.2019.104662 · Cited by 22 · see citing works
Debbaghi, F.-Z., Rombaut, E., & Vanhaverbeke, L. (2024) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2024.10.003 · Cited by 21 · see citing works
Vătămănescu, E., Dominici, G., Ciuciuc, V.-E., Vițelar, A., & Anghel, F. G. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.144333 · Cited by 21 · see citing works
Ranking preferences towards adopting autonomous vehicles based on peer inputs and advertisements
Sharma, I., & Mishra, S. (2022) · Transportation · doi:10.1007/s11116-022-10304-w · Cited by 21 · see citing works
SOCIAL SUSTAINABILITY IN THE DEVELOPMENT OF SERVICE ROBOTS
Kohl, J. L., van der Schoor, M. J., Syré, A. M., & Göhlich, D. (2020) · Proceedings of the Design Society DESIGN Conference · doi:10.1017/dsd.2020.59 · Cited by 21 · see citing works
Stermieri, L., Kober, T., Schmidt, T. J., McKenna, R., & Panos, E. (2023) · Energy Research & Social Science · doi:10.1016/j.erss.2023.102961 · Cited by 20 · see citing works
Technical and legal critical success factors: Feasibility of drones & AGV in the last-mile-delivery
Fehling, C., & Saraceni, A. (2023) · Research in Transportation Business & Management · doi:10.1016/j.rtbm.2023.101029 · Cited by 20 · see citing works
Delfa, A. L., & Han, Z. (2025) · Sustainability · doi:10.3390/su17073092 · Cited by 22 · see citing works
Corporate ownership of automated vehicles: discussing potential negative externalities
Ferdman, A. (2019) · Transport Reviews · doi:10.1080/01441647.2019.1687606 · Cited by 20 · see citing works
Николаева, А. (2024) · Environment and Planning F · doi:10.1177/26349825241228591 · Cited by 19 · see citing works
Basu, R., & Ferreira, J. (2020) · Environment and Planning B Urban Analytics and City Science · doi:10.1177/2399808320925278 · Cited by 19 · see citing works
Seiffer, A., Frey, M., & Gauterin, F. (2023) · Vehicles · doi:10.3390/vehicles5020034 · Cited by 18 · see citing works
Sun, H., Jing, P., Zhao, M., Chen, Y., Zhan, F., & Shi, Y. (2020) · Sustainability · doi:10.3390/su122410661 · Cited by 18 · see citing works
Andrei, L., Luca, O., & Gaman, F. (2022) · Sustainability · doi:10.3390/su141710828 · Cited by 17 · see citing works
Akuh, R., Zhong, M., Raza, A., & Dong, Y. (2022) · Multimodal Transportation · doi:10.1016/j.multra.2022.100063 · Cited by 17 · see citing works
Pucihar, A., Zajc, I., Sernec, R., & Lenart, G. (2019) · Sustainability · doi:10.3390/su11154095 · Cited by 17 · see citing works
Digital Marketing Strategies and Business Trends in Emerging Industries
Özoğlu, B., & Topal, A. (2019) · Contributions to management science · doi:10.1007/978-3-030-29739-8_18 · Cited by 17 · see citing works
Li, S., Zhang, J., Wang, S., Li, P., & Liao, Y. (2018) · Electronics · doi:10.3390/electronics7100264 · Cited by 17 · see citing works
Hahn, A., Pakusch, C., & Stevens, G. (2023) · Journal of Urban Mobility · doi:10.1016/j.urbmob.2023.100064 · Cited by 16 · see citing works
Self-citationFlohr, L. A., Schuß, M., Wallach, D., Krüger, A., & Riener, A. (2023) · Applied Ergonomics · doi:10.1016/j.apergo.2023.104198 · Cited by 16 · see citing works
Rodrigues, R., Moura, F., Silva, A. B., & Seco, Á. J. D. M. (2020) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2020.10.009 · Cited by 16 · see citing works
A strategic review approach on adoption of autonomous vehicles and its risk perception by road users
Sankeerthana, G., & Kadali, B. R. (2022) · Innovative Infrastructure Solutions · doi:10.1007/s41062-022-00951-4 · Cited by 16 · see citing works
Safety, Complexity, and Automated Driving: Holistic Perspectives on Safety Assurance
Burton, S., McDermid, J. A., Garnett, P., & Weaver, R. (2021) · Computer · doi:10.1109/mc.2021.3073430 · Cited by 15 · see citing works
Schuß, M., Rollwagen, A., & Riener, A. (2022) · Multimodal Technologies and Interaction · doi:10.3390/mti6120109 · Cited by 17 · see citing works
Hemesath, S., & Tepe, M. (2024) · Regulation & Governance · doi:10.1111/rego.12578 · Cited by 13 · see citing works
Mobile Personal Multi-Access Edge Computing Architecture Composed of Individual User Devices
Lee, J., Kim, J.-W., & Lee, J. (2020) · Applied Sciences · doi:10.3390/app10134643 · Cited by 15 · see citing works
Mobility impacts of automated driving and shared mobility
Snelder, M., Wilmink, I. R., van der Gun, J. P. T., Bergveld, H. J., Hoseini, P., & van Arem, B. (2019) · European journal of transport and infrastructure research · doi:10.18757/ejtir.2019.19.4.4282 · Cited by 14 · see citing works
Autonomous shuttles for collective transport: a worldwide benchmark
Antonialli, F. (2021) · International Journal of Automotive Technology and Management · doi:10.1504/ijatm.2021.10035814 · Cited by 13 · see citing works
Dang, L., von Arx, W., & Frölicher, J. (2021) · Sustainability · doi:10.3390/su13063091 · Cited by 12 · see citing works
Tscharaktschiew, S., Reimann, F., & Evangelinos, C. (2022) · Transportation Research Interdisciplinary Perspectives · doi:10.1016/j.trip.2022.100547 · Cited by 12 · see citing works
Gauer, V. H., Axsen, J., Dütschke, E., & Long, Z. (2022) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2022.103353 · Cited by 12 · see citing works
Grahle, A., Song, Y.-W., Brüske, K., Bender, B., & Göhlich, D. (2020) · Proceedings of the Design Society DESIGN Conference · doi:10.1017/dsd.2020.100 · Cited by 11 · see citing works
Huang, Z., Wang, S., Jiang, A., Hemingray, C., & Westland, S. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-04987-3_10 · Cited by 10 · see citing works
Asadi-Shekari, Z., Saadi, I., & Cools, M. (2022) · Sustainability · doi:10.3390/su14031898 · Cited by 10 · see citing works
Eliyan, A. F., Kerbache, L., & Elomri, A. (2022) · Journal of Advanced Transportation · doi:10.1155/2022/1052221 · Cited by 9 · see citing works
Life Cycle Analysis of an On-the-Road Modular Vehicle Concept
Ulrich, C., Feinauer, M., Bieber, K., Schmid, S., & Friedrich, H. E. (2023) · Sustainability · doi:10.3390/su151310303 · Cited by 9 · see citing works
Pagenkopf, J., van den Adel, B., Deniz, Ö., & Schmid, S. (2019) · Springer eBooks · doi:10.1007/978-3-030-05843-2_6 · Cited by 9 · see citing works
Less workplace parking with fully autonomous vehicles?
Tscharaktschiew, S., & Reimann, F. (2022) · Journal of Intelligent and Connected Vehicles · doi:10.1108/jicv-07-2022-0029 · Cited by 9 · see citing works
Sisiopiku, V. P., Yang, W., Mason, J., McKinney, B., Hwangbo, S. W., & Classen, S. (2023) · International Journal of Transport Development and Integration · doi:10.18280/ijtdi.070203 · Cited by 9 · see citing works
Julsrud, T., Kallbekken, S., & Aasen, M. (2023) · Journal of Environmental Policy & Planning · doi:10.1080/1523908x.2023.2251923 · Cited by 7 · see citing works
Simulation Testbed for the next-generation Bike-Sharing System with Self-driving Cargo-Bikes
Mukku, V. D., Salah, I. H., & Assmann, T. (2021) · IFAC-PapersOnLine · doi:10.1016/j.ifacol.2021.08.129 · Cited by 8 · see citing works
- Authors
- Pakusch, C., Stevens, G., Boden, A., & Bossauer, P.
- Affiliations
- Hochschule Bonn-Rhein-Sieg (DE)
- Fraunhofer Institute for Applied Information Technology (DE)
- Corresponding author
- Pakusch, Christina
- Venue
- Sustainability
- Publisher
- MDPI AG
- Published
- 2018-07-10
- Volume
- 10
- Issue
- 7
- Pages
- 2404
- ISSN
- 2071-1050 (ISSN-L)
- OpenAlex
- W2864510016
- Cited by
- 182
- References
- 62
- Citations by year
- 2026: 7 · 2025: 8 · 2024: 26 · 2023: 40 · 2022: 25 · 2021: 33 · 2020: 25 · 2019: 15 · 2018: 3
- FWCI
- 10.09
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Sustainability (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft) (submittedVersion, other-oa)
- Publication Server of Bonn-Rhein-Sieg University of Applied Sciences (Bonn-Rhein-Sieg University of Applied Sciences) (submittedVersion, cc-by)
- Fraunhofer-Publica (Fraunhofer-Gesellschaft) (submittedVersion)
- Funders
- Bundesministerium für Bildung und Forschung (MTI/KGr-710-CaB)
- Topics
- Physical Sciences › Engineering › Automotive Engineering › Transportation and Mobility Innovations
- Social Sciences › Transportation › Transportation Planning and Optimization
- Social Sciences › Psychology › Social Psychology › Human-Automation Interaction and Safety
- Keywords
- autonomous driving, mobility preferences, mode choice, car sharing, public transport, private car ownership, sustainable transport, connected vehicles, user preferences
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
