Submitted:
17 October 2025
Posted:
20 October 2025
Read the latest preprint version here
Abstract
Keywords:
1. Introduction
- 1.
- To identify the key themes used in light electric vehicles and sustainable urban transport research.
- 2.
- To propose future research agendas in light electric vehicles and sustainable urban transport research.
2. Materials and Methods
3. Results
3.1. Performance Analysis
3.1.1. Top journals on the Topic
3.1.2. Top authors on the Topic
3.1.3. Top Author Affiliations on the Topic
3.1.4. Top countries On the Topic
3.2. Science Mapping
3.2.1. Co-Authorship Analysis
3.2.2. Word Analysis
3.2.3. Thematic Mapping
3.2.4. Thematic Evolution
3.2.5. Citation Analysis
4. Discussion
5. Conclusions
- Sustainability emerged as one of the most dominant themes. This included studies on the role of LEVs in relation to air quality and energy efficiency at the operational phase, ignoring the lifecycle impacts from manufacturing, maintenance, and disposal. Future studies should focus on assessing the lifecycle impacts of LEVs across various urban areas, especially in developing economies.
- Integration of LEVs with public transport was identified as a dominant theme. In addition, it was found that LEVs are commonly used in urban areas by younger generations. Future studies should focus on how LEVs can be more effectively integrated with public transport to promote equitable and sustainable mobility in urban areas. For example, future research studies should focus on the excluded groups, such as older generations, women, and individuals from low-income backgrounds.
- Technological innovation emerged as a dominant theme. However, social and policy frameworks supporting technological innovations remain underexplored. Future studies should examine how smart mobility applications influence equity in the use of LEVs in urban areas. In addition, comparative studies can be conducted across urban areas to identify best practices for aligning technological innovations with supportive regulatory and policy environments.
- Shared e-micromobility was identified as an underexplored theme. However, gaps exist about the equity impacts and safety concerns of shared e-micromobility in urban areas. Future studies can examine the shared services provided to disadvantaged groups, the safety risks associated with shared usage, and viable governance and business models to support these shared services.
References
- Ewert, A.; Brost, M.; Eisenmann, C.; Stieler, S. Small and light electric vehicles: An analysis of feasible transport impacts and opportunities for improved urban land use. Sustainability 2020, 12(19), 8098. [CrossRef]
- Gössling, S. Integrating e-scooters in urban transportation: Problems, policies, and the prospect of system change. Transportation Research Part D: Transport and Environment 2020, 79, 102230. [CrossRef]
- Campisi, T.; Kuşkapan, E.; Çodur, M. Y.; Dissanayake, D. Exploring the influence of socio-economic aspects on the use of electric scooters using machine learning applications: A case study in the city of Palermo 202. Research in Transportation Business & Management 2024, 56, 101172. [CrossRef]
- Mogire, E. Last Mile Delivery and Customer Satisfaction Created by Online Retailers in Nairobi. University of Johannesburg. 2022. Available online: https://ujcontent.uj.ac.za/esploro/outputs/doctoral/Last-mile-delivery-and-customer-satisfaction/9921406107691 (accessed on 5 September 2025).
- Mogire, E.; Kilbourn, P.; Luke, R. The last mile delivery problem: a Kenyan retail perspective. Acta Logistica 2022, 9(4), 2022. [CrossRef]
- Chang, A. Y.; Miranda-Moreno, L.; Clewlow, R.; Sun, L. Trend or fad. Deciphering the Enablers of Micromobility in the US. 2019. https://www.researchgate.net/profile/Annie-Chang-14/publication/335028238_Trend_or_Fad_Deciphering_the_Enablers_of_Micromobility_in_the_US/links/5d4b817692851cd046ab07be/Trend-or-Fad-Deciphering-the-Enablers-of-Micromobility-in-the-US.pdf.
- Shaheen, S.; Cohen, A. Shared micromoblity policy toolkit: Docked and dockless bike and scooter sharing. Transportation Sustainability Research Center 2019. https://escholarship.org/content/qt00k897b5/qt00k897b5_noSplash_1a97b36624118c60c2edf786f871d6cf.pdf.
- Fishman, E.; Cherry, C. E-bikes in the mainstream: Reviewing a decade of research. Transport Reviews 2016, 36(1), 72–91. [CrossRef]
- ITF. Safe micromobility, cooperate partnership board report. 2020. https:// www. itf- oecd. org/ sites/ defau lt/ files/ docs/ safe- micro mobil ity. Pdf (accessed on 30 August 2025).
- Mesimäki, J.; Lehtonen, E. Light electric vehicles: the views of users and non-users. European Transport Research Review 2023, 15(1), 33. [CrossRef]
- Schelte, N.; Severengiz, S.; Finke, S.; Stommel, J. Analysis on user acceptance for light electric vehicles and novel charging infrastructure. In 2022 IEEE European Technology and Engineering Management Summit (E-TEMS) 2022, 103-108.
- Oeschger, G.; Carroll, P.; Caulfield, B. Micromobility and public transport integration: The current state of knowledge. Transportation Research Part D: Transport and Environment 2020, 89, 102628. [CrossRef]
- Hollingsworth, J.; Copeland, B.; Johnson, J. X. Are e-scooters polluters? The environmental impacts of shared dockless electric scooters. Environmental Research Letters 2019, 14(8), 084031. [CrossRef]
- Smith, C. S.; Schwieterman, J. P. E-scooter scenarios: Evaluating the potential mobility benefits of shared dockless scooters in Chicago. Journal of Urban Mobility 2021, 1, 100005. [CrossRef]
- Moreau, H.; de Jamblinne de Meux, L.; Zeller, V.; D’Ans, P.; Ruwet, C.; Achten, W. M. Dockless e-scooter: A green solution for mobility? Comparative case study between dockless e-scooters, displaced transport, and personal e-scooters. Sustainability 2020, 12(5), 1803. [CrossRef]
- Fuady, S. N.; Pfaffenbichler, P. C.; Charalampidou, G.; & Susilo, Y. O. Micromobility as a catalyst for sustainable urban transportation: A backcasting approach on decarbonisation and energy consumption. Sustainable Futures 2025, 9, 100406. [CrossRef]
- McQueen, M.; Abou-Zeid, G.; MacArthur, J.; Clifton, K. Transportation transformation: Is micromobility making a macro impact on sustainability? Journal of Planning Literature 2020, 36(1), 46–61. https:// doi. org/ 10. 1177/ 08854 12220 972696.
- Rinaldi, S.; Bellagente, P.; Ferrari, P.; Flammini, A.; Pasetti, M.; Sisinni, E. Design of an ict platform for a sustainable charging of light electric vehicles using renewable resources. In 2023 IEEE International Workshop on Metrology for Automotive (MetroAutomotive) 2023. 137-142. [CrossRef]
- Saxena, A.; Yadav, A. K. Adopting a multi-criteria decision-making approach to identify barriers to electrification of urban freight in India. Transportation Research Record 2024, 2678(2), 816-827. [CrossRef]
- Sharma, I.; Bansal, P.; Dua, R. Breaking down barriers: Emerging issues on the pathway to full-scale electrification of the light-duty vehicle sector. Energy 2025, 136230. [CrossRef]
- Marques, D. L.; Coelho, M. C. A literature review of emerging research needs for micromobility—Integration through a life cycle thinking approach. Future Transportation 2022, 2(1), 135-164. 2020. [CrossRef]
- Gelb, J.; Apparicio, P. Cyclists’ exposure to atmospheric and noise pollution: A systematic literature review. Transport Reviews 2021, 41(6), 742-765. [CrossRef]
- Okokon, E. O.; Yli-Tuomi, T.; Turunen, A. W.; Taimisto, P.; Pennanen, A;, Vouitsis, I. ... & Lanki, T. Particulates and noise exposure during bicycle, bus and car commuting: A study in three European cities. Environmental Research 2017, 154, 181-189. [CrossRef]
- Apparicio, P.; Gelb, J.; Carrier, M.; Mathieu, M. È.; Kingham, S. Exposure to noise and air pollution by mode of transportation during rush hours in Montreal. Journal of Transport Geography 2018, 70, 182-192. [CrossRef]
- Eccarius, T.; Lu, C. C. Adoption intentions for micro-mobility–Insights from electric scooter sharing in Taiwan. Transportation Research part D: Transport and Environment 2020, 84, 102327. [CrossRef]
- Eccarius, T.; Lu, C. C. Powered two-wheelers for sustainable mobility: A review of consumer adoption of electric motorcycles. International Journal of Sustainable Transportation 2020, 14(3), 215-231. [CrossRef]
- Weiss, M.; Cloos, K. C.; Helmers, E. Energy efficiency trade-offs in small to large electric vehicles. Environmental Sciences Europe 2020, 32(1), 46. [CrossRef]
- Ecer, F.; Küçükönder, H.; Kaya, S. K.; Görçün, Ö. F. Sustainability performance analysis of micro-mobility solutions in urban transportation with a novel IVFNN-Delphi-LOPCOW-CoCoSo framework. Transportation Research Part A: Policy and Practice 2023, 172, 103667. [CrossRef]
- Kazemzadeh, K.; Haghani, M.; Sprei, F. Electric scooter safety: An integrative review of evidence from transport and medical research domains. Sustainable Cities and Society 2023, 89, 104313. [CrossRef]
- Cox, P.; Singleton, P. E-scooter safety: Examining the facts and controversies. Transport Policy 2022, 115, 135–144. [CrossRef]
- Donthu, N.; Kumar, S.; Mukherjee, D.; Pandey, N.; Lim, W.M. How to conduct a bibliometric analysis: An over-view and guidelines. J. Bus. Res. 2021, 133, 285–296. [CrossRef]
- Baas, J.; Schotten, M.; Plume, A.; Côté, G.; Karimi, R. Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies. Quant. Sci. Stud. 2020, 1, 377–386. [CrossRef]
- Bakhmat, N.; Kolosova, O.; Demchenko, O.; Ivashchenko, I.; Strelchuk, V. Application of international scientometric databases in the process of training competitive research and teaching staff: Opportunities of Web of Science (WoS), Scopus, Google Scholar. J. Theor. Appl. Inf. Technol. 2022, 100, 4914–4924.
- Mogire, Mogire, E.; Kilbourn, P.; Luke, R. Electric vehicles in last-mile delivery: A bibliometric review. World Electr. Veh. J. 2025, 16, 52. [CrossRef]
- Mogire, E.; Kilbourn, P.; Luke, R. Smart charging for e-mobility in urban areas: A bibliometric review. Energies 2025, 18(17), 4655. [CrossRef]
- Mageto, J. Current and future trends of information technology and sustainability in logistics outsourcing. Sustainability 2022, 14, 7641. [CrossRef]
- Luke, R.; Mageto, J. Impact of China’s belt and road initiative on logistics management in Africa: A bibliometric analysis. J. Int. Logist. Trade 2023, 21, 204–219. [CrossRef]
- Laa, B.; Leth, U. Survey of e-scooter users in Vienna: Who they are and how they ride. Journal of Transport Geography 2020, 89, 102874. [CrossRef]
- Böcker, L.; Anderson, E.; Uteng, T. P.; Throndsen, T. Bike sharing use in conjunction to public transport: Exploring spatiotemporal, age and gender dimensions in Oslo, Norway. Transportation Research Part A: Policy and Practice 2020, 138, 389-401. [CrossRef]
- Badia, H.; Jenelius, E. Shared e-scooter micromobility: Review of use patterns, perceptions and environmental impacts. Transport Reviews 2023, 43(5), 811-837. [CrossRef]
- Mouratidis, K. Bike-sharing, car-sharing, e-scooters, and Uber: Who are the shared mobility users and where do they live?. Sustainable Cities and Society 2022, 86, 104161. [CrossRef]





| Description | Results |
| Timespan | 2000:2025 |
| Sources (journals, books, etc.) | 207 |
| Documents | 552 |
| Annual growth rate % | 18.69 |
| Document average age | 3.64 |
| Average citations per doc | 14.68 |
| References | 4144 |
| DOCUMENT CONTENTS | |
| Keywords plus (ID) | 3042 |
| Author’s keywords (DE) | 3960 |
| AUTHORS | |
| Authors | 3295 |
| Authors of single-authored docs | 0 |
| AUTHORS COLLABORATION | |
| Single-authored docs | 0 |
| Co-authors per doc | 11 |
| International co-authorships % | 20.83 |
| DOCUMENT TYPES | |
| Article | 324 |
| Book chapter | 28 |
| Conference paper | 188 |
| Review | 12 |
| Rank | Journal | h-Index | g-Index | m-Index | TC | NP | PY_Start |
| 1 | Sustainability (Switzerland) | 15 | 26 | 1.667 | 726 | 33 | 2017 |
| 2 | Transportation Research Part D: Transport and Environment | 14 | 20 | 1.273 | 1306 | 20 | 2015 |
| 3 | Sustainable Cities and Society | 12 | 15 | 0.8 | 516 | 15 | 2011 |
| 4 | Transportation Research Part A: Policy and Practice | 10 | 15 | 1.111 | 549 | 15 | 2017 |
| 5 | Energies | 9 | 17 | 1.125 | 310 | 17 | 2018 |
| 6 | Journal of Cleaner Production | 8 | 11 | 1 | 417 | 11 | 2018 |
| 7 | Journal of Transport Geography | 8 | 9 | 0.8 | 419 | 9 | 2016 |
| 8 | Transportation Research Procedia | 6 | 12 | 0.6 | 146 | 15 | 2016 |
| 9 | Case Studies on Transport Policy | 4 | 6 | 0.667 | 79 | 6 | 2020 |
| 10 | European Transport Research Review | 4 | 6 | 0.364 | 240 | 6 | 2015 |
| Rank | Element | h-Index | g-Index | m-Index | TC | NP | PY_Start |
| 1 | Campisi, Tiziana | 5 | 5 | 1.25 | 38 | 9 | 2022 |
| 2 | Severengiz, Semih | 5 | 6 | 1.25 | 40 | 7 | 2022 |
| 3 | Cherry, Christopher, R. | 4 | 4 | 0.211 | 333 | 4 | 2007 |
| 4 | Comi, Antonio | 4 | 5 | 1 | 77 | 5 | 2022 |
| 5 | Schelte, Nora | 4 | 4 | 1 | 35 | 4 | 2022 |
| 6 | Tesoriere, Giovanni | 4 | 4 | 1 | 26 | 4 | 2022 |
| 7 | Abbasi, Sorath | 3 | 3 | 0.5 | 301 | 3 | 2020 |
| 8 | Behrendt, Frauke | 3 | 4 | 0.3 | 215 | 4 | 2016 |
| 9 | Castiglione, Marisdea | 3 | 3 | 0.75 | 68 | 3 | 2022 |
| 10 | De Vincentis, Rosita | 3 | 3 | 0.75 | 68 | 3 | 2022 |
| Rank | Institution | Frequency |
| 1 | Università Degli Studi Di Brescia | 40 |
| 2 | Ruhr-Universitat Bochum | 28 |
| 3 | Alma Mater Studiorum Università Di Bologna | 21 |
| 4 | Politecnico Di Milano | 21 |
| 5 | College of Engineering | 20 |
| 6 | Southeast University | 20 |
| 7 | Budapest University of Technology and Economics | 19 |
| 8 | Not reported | 19 |
| 9 | Deutsches Zentrum Für Luft- Und Raumfahrt (Dlr) | 18 |
| 10 | Università Degli Studi Di Firenze | 17 |
| 11 | Tongji University | 15 |
| 12 | Università Degli Studi Di Enna "Kore" | 15 |
| 13 | Università Degli Studi Roma Tre | 15 |
| 14 | Universidad Politécnica De Madrid | 14 |
| 15 | Università Degli Studi Di Padova | 14 |
| 16 | Sapienza Università Di Roma | 13 |
| 17 | Technische Universität Braunschweig | 13 |
| 18 | Università Degli Studi Di Roma "Tor Vergata" | 13 |
| 19 | Aristotle University of Thessaloniki | 12 |
| 20 | Beijing Jiaotong University | 12 |
| Rank | Country | Frequency |
| 1 | Italy | 304 |
| 2 | India | 182 |
| 3 | Germany | 169 |
| 4 | China | 165 |
| 5 | Spain | 118 |
| 6 | United States of America | 106 |
| 7 | United Kingdom | 90 |
| 8 | Portugal | 67 |
| 9 | Poland | 58 |
| 10 | Indonesia | 54 |
| 11 | Greece | 46 |
| 12 | Netherlands | 39 |
| 13 | France | 32 |
| 14 | Belgium | 31 |
| 15 | Sweden | 30 |
| 16 | Turkey | 28 |
| 17 | Colombia | 26 |
| 18 | Ireland | 24 |
| 19 | Australia | 21 |
| 20 | Switzerland | 21 |
| Author(s) | Total Citations Per Year | Title | Findings |
| Oeschger et al. [12] | 43.50 | Micromobility and public transport integration: The current state of knowledge. | The paper reviewed studies on the integration of micromobility and public transport. While most studies have focused on user preferences and reasons for integration, few have examined the social impacts, such as reducing societal inequalities and promoting social inclusion. |
| Laa & Leth [38] | 33.17 | Survey of e-scooter users in Vienna | The paper analysed the socio-economic profiles and usage patterns of e-scooter users in Austria. Most users are young males with good education, moving away from walking and public transport. It was recommended that cities should have policies that adequately allocate more space to cycling infrastructure. |
| Eccarius & Lu [25] | 30.33 | Adoption intentions for micro-mobility–Insights from electric scooter sharing in Taiwan. | The paper examined factors influencing the usage of e-scooter sharing services in Taiwan among university students. Students are most likely to use the service if it meets their values and transport needs. |
| Badia & Jenelius [40] | 27.33 | Shared e-scooter micromobility: review of use patterns, perceptions and environmental impacts | The paper reviewed studies on usage patterns, perceptions, and environmental impacts of shared e-scooter micromobility. Most studies indicate that shared e-scooters are used for leisure and are replacing walking and public transportation. However, limited studies have been undertaken on integration with public transport. |
| Böcker et al. [39] | 25.67 | Bike sharing use in conjunction to public transport: Exploring spatiotemporal, age and gender dimensions in Oslo, Norway. | The paper analysed the potential use of bike sharing when combined with public transport in Norway and how its use differs by age and gender. Bike sharing is used to complement public transportation, especially in areas without a metro or rail network. It is mainly used by young men, with women and older users underrepresented. |
| Weiss et al. [27] | 25.67 | Energy efficiency trade-offs in small to large electric vehicles | The study analysed the energy efficiency trade-offs in electric vehicles using energy consumption data from Germany, supplemented with additional data from China, Norway, and the USA. Results showed that energy use increases with vehicle mass, highlighting the efficiency potential of lighter EVs such as e-bikes and scooters. |
| Ecer et al. [28] | 22.67 | Sustainability performance analysis of micro-mobility solutions in urban transportation with a novel IVFNN-Delphi-LOPCOW-CoCoSo framework | The study presented a robust decision-making framework to evaluate the sustainability performance of micro-mobility solutions. Results showed that scenic adoption, computing time, and accidents are key sustainability factors, with electric scooters identified as the most promising micro-mobility solutions. |
| Mouratidis [41] | 20.50 | Bike-sharing, car-sharing, e-scooters, and Uber: Who are the shared mobility users and where do they live? | The study examined the factors influencing the use of bike-sharing and e-scooters in Norway. While bike-sharing is mostly used by young, single men concerned about climate change, e-scooter users are young, less educated men without disabilities in populated areas. |
| Eccarius & Lu [26] | 19.00 | Powered two-wheelers for sustainable mobility: A review of consumer adoption of electric motorcycles | The review paper on electric motorcycle adoption found that perceived value, risks, performance, social image, policies, and charging infrastructure influence consumer adoption. There still exist gaps in how shared use models operate, how social norms influence adoption, and how safety concerns affect users. |
| Kazemzadeh et al. [29] | 19.00 | Electric scooter safety: An integrative review of evidence from transport and medical research domains | The paper reviewed studies on the safety of e-scooters. Inexperienced riders, parking risks, and interaction risks were identified as the primary safety concerns associated with e-scooters. In addition, accidents primarily involve young male users. However, gaps remain in helmet use, consistent regulations, and riding under the influence. |
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