The transportation sector is currently experiencing a significant transformation due to the influence of digital technologies, which are revolutionizing travel, goods transportation, and interactions with transportation systems. This study delves into the possibilities and obstacles presented by digital transformation in the realm of sustainable transportation. Moreover, it identifies the most effective methods for implementing digital transformation in this sector. Furthermore, our analysis sheds light on the potential impacts of digital transformation on sustainable development and environmental performance indicators within transportation systems. We discover that digital transformation can contribute to reduced greenhouse gas emissions, improved air quality, and increased resource efficiency, among other benefits. Nevertheless, we emphasize the potential risks and uncertainties associated with digital transformation, including concerns regarding data privacy, security, and ethics. Collectively, our research provides valuable insights into the opportunities and challenges presented by digital transformation in sustainable transportation. It also identifies best practices for successfully implementing digital transformation in this sector. The implications of our findings are significant for policymakers, businesses, and other stakeholders who aspire to drive the future of sustainable transportation through digital transformation.

Aasness, M. A. (2014). The Impact of Transforming a Road Financing Toll Scheme to a Congestion Charging Scheme—The Case of Oslo. Transportation Research Procedia 1(1): 89–100. doi: 10.1016/j.trpro.2014.07.010

Alanazi, F. (2023). Electric Vehicles: Benefits, Challenges, and Potential Solutions for Widespread Adaptation. Applied Sciences 13(10): 6016. doi: 10.3390/app13106016

Alanazi, F., & Alenezi, M. (2023). Software Engineering Techniques for Building Sustainable Cities with Electric Vehicles. Applied Sciences 13(15): 8741. doi: 10.3390/app13158741

Angelaki, M. E., Karvounidis, T., & Douligeris, C. (2020). Mobile Applications and Projects for Sustainable Urban Public Transportation: A Selective Review. In: Proceedings of 24th Pan-Hellenic Conference on Informatics; 2020. doi:10.1145/3437120.3437297

Anthony Jnr, B. (2020). Applying Enterprise Architecture for Digital Transformation of Electro Mobility towards Sustainable Transportation. In: Proceedings of the 2020 on Computers and People Research Conference; 2020. doi: 10.1145/3378539.3393858

Baldini, G., Barboni, M., Bono, F., et al. (2019). Digital Transformation in Transport, Construction, Energy, Government and Public Administration. Publications Office of the European Union.

Ban, M., Yu, J., Li, Z., et al. (2019). Battery Swapping: An aggressive approach to transportation electrification. IEEE Electrific Mag 7(3): 44–54. doi: 10.1109/mele.2019.2925762

Baptist Andrews, L. J., Raj, R. A., Kumar, V. S., & Sarathkumar, D. (2022). Air quality improvement by employing smart traffic management system controlled by internet of things for Botswana in the sub Saharan region of Africa. In: Proceedings of 2022 3rd International Conference on Communication, Computing and Industry 40 (C2I4); 2022. doi: 10.1109/c2i456876.2022.10051600

Bibri, S. E., & Krogstie, J. (2021). A Novel Model for Data-Driven Smart Sustainable Cities of the Future: A Strategic Roadmap to Transformational Change in the Era of Big Data. Future Cities and Environment 7(1). doi: 10.5334/fce.116

Bludyan, N. O. (2021). Main trends in digital transformation of passenger automobile transport. IOP Conference Series: Materials Science and Engineering 1159(1): 012062. doi: 10.1088/1757-899x/1159/1/012062

Brookings.edu (2016). Securing the future of driverless cars. Available online: https://www.brookings.edu/articles/securing-the-future-of-driverless-cars/ (accessed on 10 November 2023).

Cantilina, K., Daly, S. R., Reed, M. P., & Hampshire, R. C. (2021). Approaches and Barriers to Addressing Equity in Transportation: Experiences of Transportation Practitioners. Transportation Research Record 2675(10): 972-985. doi: 10.1177/03611981211014533

Carvalho, L., de Sousa, J. F., & de Sousa, J. P. (2020). The role of collaboration for sustainable and efficient urban logistics. In: Proceedings of Boosting Collaborative Networks 4.0: 21st IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2020; 23–25 November 2020; Valencia, Spain. pp. 475–484.

Chandra Shit, R. (2020). Crowd intelligence for sustainable futuristic intelligent transportation system: A review. IET Intelligent Transport Systems 14(6): 480–494.

Chapman, C. (2016). Popularizing cycling in Europe: Where did Britain miss the turning? Journal of Undergraduate Studies at Trent (JUST) 4(1): 107–112.

Creutzig, F., Franzen, M., Moeckel, R., et al. (2019). Leveraging digitalization for sustainability in urban transport. Glob Sustain 2. doi: 10.1017/sus.2019.11

Cruz, C. O., & Sarmento, J. M. (2020). “Mobility as a Service” Platforms: A Critical Path towards Increasing the Sustainability of Transportation Systems. Sustainability 12(16): 6368. doi: 10.3390/su12166368

Degtyareva, V. V., Lyapina, S. Y., & Tarasova, V. N. (2020). Forming analyst’s competencies of specialists for modern transport companies. In: “Smart Technologies” for Society, State and Economy. Springer International Publishing.

Ebinger, F., & Omondi, B. (2020). Leveraging Digital Approaches for Transparency in Sustainable Supply Chains: A Conceptual Paper. Sustainability 12(15): 6129. doi: 10.3390/su12156129

Electric vehicles (2017). Available online: https://www.iea.org/energysystem/transport/electric-vehicles (accessed on 10 November 2023).

Ezgeta, D., Čaušević, S., & Mehanović, M. (2022). Challenges of digital transport transformation in Europe. In: Proceedings of First International Conference on Advances in Traffic and Communication Technologies (ATCT 2022); 2022. doi: 10.59478/atct.2022.6

Fauzi, A., Setyohadi, D. B., Suryanto, T. L. M., & Pangestu, K. K. (2022). The effects of system and information quality on acceptance of digital public service transportations. International Journal of Data and Network Science 6(4): 1099–1106. doi: 10.5267/j.ijdns.2022.7.010

Gutierrez-Franco, E., Mejia-Argueta, C., & Rabelo, L. (2021). Data-Driven Methodology to Support Long-Lasting Logistics and Decision Making for Urban Last-Mile Operations. Sustainability 13(11): 6230. doi: 10.3390/su13116230

Iea.org (2017). Digitalization and Energy. Available online: https://www.iea.org/reports/digitalisation-and-energy (accessed on 10 November 2023).

Iea.org (2009). Transport, Energy and CO2. Available online: https://www.iea.org/reports/transport-energy-and-co2 (accessed on 10 November 2023).

Iihs.org (2020). Self-driving vehicles could struggle to eliminate most crashes. Available online: https://www.iihs.org/news/detail/self-driving-vehicles-could-struggle-to-eliminatemost-crashes (accessed on 10 November 2023).

Inac, H., & Oztemel, E. (2021). An Assessment Framework for the Transformation of Mobility 4.0 in Smart Cities. Systems 10(1): 1. doi: 10.3390/systems10010001

Javaid, M., Haleem, A., Singh, R. P., et al. (2022). Understanding the adoption of Industry 4.0 technologies in improving environmental sustainability. Sustainable Operations and Computers 3: 203–217. doi: 10.1016/j.susoc.2022.01.008

Lee, S., Smart, M. J., & Golub, A. (2021). Difference in travel behavior between immigrants in the U.S. and us born residents: The immigrant effect for car-sharing, ride-sharing, and bike-sharing services. Transportation Research Interdisciplinary Perspectives 9: 100296. doi: 10.1016/j.trip.2020.100296

Lv, Z., & Shang, W. (2023). Impacts of intelligent transportation systems on energy conservation and emission reduction of transport systems: A comprehensive review. Green Technologies and Sustainability 1(1): 100002. doi: 10.1016/j.grets.2022.100002

Makeeva, E. Z., & Rychkova, A. S. (2023). Building Flexible Systems of Digital Interaction between Transport Process Participants in a Changing Environment. World of Transport and Transportation 20(6): 72–78. doi: 10.30932/1992-3252-2022-20-6-8

Mckinsey.com (2023). Autonomous driving’s future: Convenient and connected. Available online: https://www.mckinsey.com/industries/automotive-and-assembly/ourinsights/autonomous-drivings-future-convenient-and-connected (accessed on 10 November 2023).

Mckinsey.com (2023). Generative AI and the future of work in America. Available online: https://www.mckinsey.com/mgi/our-research/generative-ai-and-the-future-of-work-inamerica (accessed on 10 November 2023).

Mckinsey.com (2023). The future of mobility: Global implications. Available online: https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/thefuture-of-mobility-global-implications (accessed on 23 October 2023).

Mckinsey.com (2018). Unlocking success in digital transformations. Available online: https://www.mckinsey.com/capabilities/people-and-organizational-performance/ourinsights/unlocking-success-in-digital-transformations (accessed on 10 November 2023).

Mitropoulos, L., Kortsari, A., Mizaras, V., & Ayfantopoulou, G. (2023). Mobility as a Service (MaaS) Planning and Implementation: Challenges and Lessons Learned. Future Transportation 3(2): 498–518. doi: 10.3390/futuretransp3020029

Noussan, M., & Tagliapietra, S. (2020). The effect of digitalization in the energy consumption of passenger transport: An analysis of future scenarios for Europe. Journal of Cleaner Production 258: 120926. doi: 10.1016/j.jclepro.2020.120926

Ops.fhwa.dot.gov (2021). Lessons Learned from International Experience in Congestion Pricing. Available online: https://ops.fhwa.dot.gov/publications/fhwahop08047/03pertstudieslit.htm (accessed on 10 November 2023).

Ops.fhwa.dot.gov (2020). Smartphone Applications to Influence Travel Choices Practices and Policies: Chapter 4. Transportation Apps and Their Impacts on Traveler Behavior. Available online: https://ops.fhwa.dot.gov/publications/fhwahop16023/ch4.htm (accessed on 10 November 2023).

Paiva, S., Ahad, M., Tripathi, G., et al. (2021). Enabling Technologies for Urban Smart Mobility: Recent Trends, Opportunities and Challenges. Sensors 21(6): 2143. doi: 10.3390/s21062143

Park, T. H., Yoo, M., Shamoon, C., et al. (2017). Mitigating noise and traffic congestion through measuring, mapping, and reducing noise pollution. The Journal of the Acoustical Society of America 141(5_Supplement): 3801–3801. doi: 10.1121/1.4988389

PricewaterhouseCoopers (2022). Delivering the digital transformation promise for third-party logistics. Available online: https://www.pwc.com/ca/en/industries/transportation-logistics/delivering-the-digital-transformation-promise-for-third-party-logistics.html (accessed on 23 October 2023).

Saeed, S., Altamimi, S. A., Alkayyal, N. A., et al. (2023). Digital Transformation and Cybersecurity Challenges for Businesses Resilience: Issues and Recommendations. Sensors 23(15): 6666. doi: 10.3390/s23156666

Sen, P. (2021). Optimization of Traffic Flow Using Intelligent Transportation Systems. MSEA 70(1): 720–727. doi: 10.17762/msea.v70i1.2530

Shaheen, S., & Cohen, A. (2020). Mobility on demand (MOD) and mobility as a service (MaaS): Early understanding of shared mobility impacts and public transit partnerships. Demand for Emerging Transportation Systems 37–59. doi: 10.1016/b978-0-12-815018-4.00003-6

Song, J., He, G., Wang, J., & Zhang, P. (2022). Shaping future low-carbon energy and transportation systems: Digital technologies and applications. iEnergy 1(3): 285–305. doi: 10.23919/ien.2022.0040

Toulni, H., Miyara, M., Filali, Y., & Koumétio Tékouabou, S. C. (2023). Preventing urban traffic congestion using VANET technology in urban area. E3S Web Conf 418: 02005. doi: 10.1051/e3sconf/202341802005

Txdot.gov (2021). Texas traffic congestion rebounded in 2021. Available online: https://www.txdot.gov/about/newsroom/statewide/texas-traffic-congestionrebounded-in-2021.html (accessed on 10 November 2023).

Warner, K. S. R., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning 52(3): 326–349. doi: 10.1016/j.lrp.2018.12.001

Warpnews.org (2023). Self-driving cars are safer than human drivers, study shows. Available online: https://www.warpnews.org/transportation/self-driving-cars-are-safer-thanhuman-drivers-study-shows (accessed on 10 November 2023).

Weforum.org (2017). 5 predictions for what life will be like in 2030. Available online: https://www.weforum.org/agenda/2017/10/tech-life-predictions-for-2030/ (accessed on 10 November 2023).

Weforum.org (2021). How digital transformation and sustainability can flourish. Available online: https://www.weforum.org/agenda/2021/03/here-s-how-digital-transformation-andsustainability-can-flourish-together (accessed on 10 November 2023).

Weston, P. (2018). Boris bikes are not good for the environment OR our public health. Available online: https://www.dailymail.co.uk/sciencetech/article-6117721/Boris-bikes-notgood-environment-public-health.html (accessed on 10 November 2023).

Wong, Y. Z., Hensher, D. A., & Mulley, C. (2020). Mobility as a service (MaaS): Charting a future context. Transportation Research Part A: Policy and Practice 131: 5–19. doi: 10.1016/j.tra.2019.09.030

Worldbank.org (2018). Reducing Traffic Congestion and Emission in Chinese Cities. Available online: https://www.worldbank.org/en/news/feature/2018/11/16/reducing-traffic-congestionand-emission-in-chinese-cities (accessed on 10 November 2023).

Yin, B., Liu, L., Coulombel, N., & Viguié, V. (2018). Appraising the environmental benefits of ride-sharing: The Paris region case study. Journal of Cleaner Production 177: 888–898. doi: 10.1016/j.jclepro.2017.12.186

Zhang, B., Yi, Y., Fletcher-Chen, C. C. Y., et al. (2023). Sustainable operations in electric vehicles’ sharing: behavioral patterns and carbon emissions with digital technologies. Ann Oper Res. doi: 10.1007/s10479-023-05310-9

Zhu, L., Yu, F. R., Wang, Y., et al. (2019). Big Data Analytics in Intelligent Transportation Systems: A Survey. IEEE Trans Intell Transport Syst 20(1): 383–398. doi: 10.1109/tits.2018.2815678