Incentives or Taxes? A Qualitative Study on Autonomous Vehicle Policies
Incentives or Taxes? A Qualitative Study on Autonomous Vehicle Policies
DOI:
https://doi.org/10.62844/jerf.28Keywords:
Autonomous Vehicles, Autonomous Driving Technologies, Externalities, Taxation, IncentivesAbstract
This study examines policy approaches to the taxation and incentivization of autonomous vehicle (AV) technologies. The scope includes not only the social and economic impacts of AVs but also their potential fiscal consequences for public revenues. The main objective is to analyze the technological features and societal perceptions of AVs, evaluate their position within the current tax system, and discuss possible compensatory mechanisms for expected revenue losses. A qualitative research design was adopted, with semi-structured interviews conducted among tax inspectors, revenue experts, and academics. Data were analyzed using thematic analysis, enabling the development of findings grounded in stakeholder perspectives. Results indicate that most participants support the incentivization of AVs, while some argue that they should be taxed as luxury goods due to their high costs. Furthermore, the findings reveal that the widespread adoption of AVs could lead to significant revenue losses in areas such as fuel taxes, motor vehicle taxes, purchase-related Special Consumption Tax and Value Added Tax, and traffic fines. Overall, the study emphasizes the need for a balanced taxation–incentive framework to facilitate the diffusion of AV technologies while safeguarding fiscal sustainability.
References
Adler, M., Peer, S., & Sinozic, T. (2018). Autonomous, Connected, Electric Shared Vehicles (ACES) and Public Finance: An Explorative Analysis (SSRN Scholarly Paper No. 3323618). https://doi.org/10.2139/ssrn.3323618
Anderson, J. M., Kalra, N., Stanley, K. D., Sorensen, P., Samaras, C., & Oluwatola, O. A. (2016). Autonomous vehicle technology: A guide for policymakers. Rand Corporation.
Atkins, W. (2016). Research on the impacts of connected and autonomous vehicles (CAVs) on traffic flow. Stage 2: Traffic Modelling and Analysis Technical Report.
Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa
Chen, B., Chen, Y., Wu, Y., Xiu, Y., Fu, X., & Zhang, K. (2023). The Effects of Autonomous Vehicles on Traffic Efficiency and Energy Consumption. Systems. https://openreview.net/forum?id=PxyyfJrZTP&referrer=%5Bthe%20profile%20of%20Kai%20Zhang%5D(%2Fprofile%3Fid%3D~Kai_Zhang16)
Daily, M., Medasani, S., Behringer, R., & Trivedi, M. (2017). Self-Driving Cars. Computer, 50(12), 18–23. https://doi.org/10.1109/MC.2017.4451204
Deloitte. (2019). Automotive Consumer Study Advanced Vehicle Technologies. https://www.odmd.org.tr/folders/2837/categorial1docs/2530/Deloitte%20Automotive%20Consumer%20Study.pdf
Ercan, T., Onat, N. C., Keya, N., Tatari, O., Eluru, N., & Kucukvar, M. (2022). Autonomous electric vehicles can reduce carbon emissions and air pollution in cities. Transportation Research Part D: Transport and Environment, 112, 103472. https://doi.org/10.1016/j.trd.2022.103472
Fox, W. F. (2020). The Influence Of Autonomous Vehicles On State Tax Revenues. National Tax Journal, 73(1), 199–234. https://doi.org/10.17310/ntj.2020.1.06
Fujiu, M., Morisaki, Y., & Takayama, J. (2024). Impact of Autonomous Vehicles on Traffic Flow in Rural and Urban Areas Using a Traffic Flow Simulator. Sustainability. https://doi.org/10.3390/su16020658
Gelir İdaresi Başkanlığı. (2025a). Motorlu Taşıtlar Vergisi Kanunu. https://gib.gov.tr/mevzuat/kanun/441
Gelir İdaresi Başkanlığı. (2025b). Özel Tüketim Vergisi Tutarları ve Oranları. https://cdn.gib.gov.tr/api/gibportal-file/file/getFileResources?objectKey=arsiv/yardim-kaynaklar/yararli-bilgiler/ozel-tuketim-vergisi-oranlari/24072025_II_sayili_liste.pdf
Guerrero-Ibañez, J., Contreras-Castillo, J., Amezcua-Valdovinos, I., & Reyes-Muñoz, A. (2023). Assistive Self-Driving Car Networks to Provide Safe Road Ecosystems for Disabled Road Users. Machines, 11(10), 967. https://doi.org/10.3390/machines11100967
Heineke, K., & Kampshoff, P. (2019). Mobility’s autonomous future: Autonomous vehicles hold the promise of massive social benefits—And industry disruption [In The trends transforming mobility’s future]. https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/the-trends-transforming-mobilitys-future
Iravani, H., Anderson, A., & Bevan, A. (2018). Autonomous Vehicles: Rethinking Traffic Congestion Solutions in Cities. Journal of Geotechnical and Transportation Engineering, 4.
Massar, M., Reza, I., Rahman, S., Abdullah, S. M. H., Jamal, A., & Al-Ismail, F. (2021). Impacts of Autonomous Vehicles on Greenhouse Gas Emissions—Positive or Negative? International Journal of Environmental Research and Public Health, 18. https://doi.org/10.3390/ijerph18115567
Metz, D. (2018). Developing Policy for Urban Autonomous Vehicles: Impact on Congestion. Urban Science, 2(2), 33. https://doi.org/10.3390/urbansci2020033
Miles, M. B., & Huberman, A. M. (1994). Qualitative Data Analysis: An Expanded Sourcebook (2nd Edition). SAGE Publications, Inc.
Ministry of Industry and Technology. (2022). Analysis Report on the Current Situation of Autonomous Vehicles [Report]. Republic of Türkiye, Ministry of Industry and Technology. https://hgm.uab.gov.tr/uploads/pages/akilli-ulasim-sistemleri-aus/otonom-araclar-mevcut-durum-analizi-raporu.pdf
Ministry of Treasury and Finance. (2025). General government budget revenues (Ecode4) Dataset. https://ms.hmb.gov.tr/uploads/sites/2/2025/06/General-Government-Budget-Revenues-Ecode4-7bf22b57ea9a606a.xls
Mwamba, I. C., Labi, S., & Sinha, K. (2023). Highway Financing in the Era of Electric, Connected, and Automated Vehicles: A Distance-Based Alternative to the Fuel Tax (SSRN Scholarly Paper No. 4397006). Social Science Research Network. https://doi.org/10.2139/ssrn.4397006
Nadafianshahamabadi, R., Tayarani, M., & Rowangould, G. (2021). A closer look at urban development under the emergence of autonomous vehicles: Traffic, land use and air quality impacts. Journal of Transport Geography, 94, 103113. https://doi.org/10.1016/j.jtrangeo.2021.103113
U.S. Department of Transportation, National Highway Traffic Safety Administration. (2017). Automated Driving Systems 2.0: A Vision for Safety (No. DOT HS 812 442). U.S. Department of Transportation. https://www.nhtsa.gov/sites/nhtsa.gov/files/documents/13069a-ads2.0_090617_v9a_tag.pdf
Nazari, S., Gowans, N., Abtahi, M., & Rabbani, M. (2025). Powertrain Hybridization for Autonomous Vehicles: Fuel Efficiency Perspective in Mixed Autonomy Traffic. IEEE Transactions on Transportation Electrification, 11(1), 4010–4023. https://doi.org/10.1109/TTE.2024.3451431
Neufville, R., Abdalla, H., & Abbas, A. (2022). Potential of Connected Fully Autonomous Vehicles in Reducing Congestion and Associated Carbon Emissions. Sustainability, 14(11), 6910. https://doi.org/10.3390/su14116910
Park, J. E., Byun, W., Kim, Y., Ahn, H., & Shin, D. K. (2021). The Impact of Automated Vehicles on Traffic Flow and Road Capacity on Urban Road Networks. Journal of Advanced Transportation, 2021(1), 8404951. https://doi.org/10.1155/2021/8404951
Rafael, S., Correia, L. P., Lopes, D., Bandeira, J., Coelho, M. C., Andrade, M., Borrego, C., & Miranda, A. I. (2020). Autonomous vehicles opportunities for cities air quality. Science of The Total Environment, 712, 136546. https://doi.org/10.1016/j.scitotenv.2020.136546
Rafael, S., Fernandes, P., Lopes, D., Rebelo, M., Bandeira, J., Macedo, E., Rodrigues, M., Coelho, M. C., Borrego, C., & Miranda, A. I. (2022). How can the built environment affect the impact of autonomous vehicles’ operational behaviour on air quality? Journal of Environmental Management, 315, 115154. https://doi.org/10.1016/j.jenvman.2022.115154
Ratner, S. (2018). Taxation of Autonomous Vehicles in Cities and States. The Tax Lawyer, 71(4), 1051–1076.
R.Gibbs, G. (2007). Analytic Quality and Ethics. In Analyzing Qualitative Data (pp. 90–104). SAGE Publications, Ltd. https://doi.org/10.4135/9781849208574
SAE International. (2021). SAE J3026 Levels of Driving Automation. https://www.sae.org/standards/content/j3016_202104/
Shao, Y., & Sun, Z. (2021). Eco-Approach With Traffic Prediction and Experimental Validation for Connected and Autonomous Vehicles. IEEE Transactions on Intelligent Transportation Systems, 22(3), 1562–1572. https://doi.org/10.1109/TITS.2020.2972198
Tamil Selvan, B., & Srirangarajalu, N. (2023). Self-driving car. International Journal of Engineering Technology and Management Sciences, 7(4), 275–280. https://doi.org/10.46647/ijetms.2023.v07i04.038
Turkish Statistical Institute. (2025). Road Traffic Accident Statistics, 2024. https://data.tuik.gov.tr/Bulten/Index?p=Road-Traffic-Accident-Statistics-2024-54056&dil=2
Wang, J., Zhang, L., Huang, Y., & Zhao, J. (2020). Safety of Autonomous Vehicles. Journal of Advanced Transportation, 2020(1), 8867757. https://doi.org/10.1155/2020/8867757
Wang, N., Wang, X., Palacharla, P., & Ikeuchi, T. (2017). Cooperative autonomous driving for traffic congestion avoidance through vehicle-to-vehicle communications. 2017 IEEE Vehicular Networking Conference (VNC), 327–330. https://doi.org/10.1109/VNC.2017.8275620
Wu, C., Bayen, A. M., & Mehta, A. (2018). Stabilizing Traffic with Autonomous Vehicles. 2018 IEEE International Conference on Robotics and Automation (ICRA), 1–7. https://doi.org/10.1109/ICRA.2018.8460567
Ye, L., & Yamamoto, T. (2019). Evaluating the impact of connected and autonomous vehicles on traffic safety. Physica A: Statistical Mechanics and Its Applications, 526, 121009. https://doi.org/10.1016/j.physa.2019.04.245
Zhang, L., Zhang, T., Peng, K., Zhao, X., & Xu, Z. (2022). Can Autonomous Vehicles Save Fuel? Findings from Field Experiments. Journal of Advanced Transportation. https://doi.org/10.1155/2022/2631692
Zhou, R., Zhang, G., Huang, H., Wei, Z., Zhou, H., Jin, J., Chang, F., & Chen, J. (2024). How would autonomous vehicles behave in real-world crash scenarios? Accident Analysis & Prevention, 202, 107572. https://doi.org/10.1016/j.aap.2024.107572
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