Research Article

Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU

Volume: 9 Number: 4 July 16, 2026
TR EN

Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU

Abstract

The impact of environmental taxes on economic development has become a central issue in academic and policy debates in recent years, driven by increasing environmental challenges and sustainability concerns. In particular, energy and transport taxes have emerged as key policy instruments for reducing environmental externalities and increasing public revenues. However, there is no clear consensus in the literature regarding the effects of energy and transport taxes on real GDP per capita. This study examines the causal relationship between real GDP per capita and energy and transport tax revenues in 26 European Union member states over the period 1995–2024. The econometric analysis is conducted using panel Fourier KPSS stationary and panel Fourier Toda-Yamamoto causality methods, which allow for modeling smooth structural changes without requiring prior assumptions about the timing, number, or form of structural breaks. The empirical findings reveal that causality from energy taxes to GDP per capita is valid only for Luxembourg, whereas causality from GDP per capita to energy tax revenues is identified for Austria, Estonia, France, Ireland, the Netherlands, Slovenia, and Spain. Regarding transport taxes, causality from transport taxes to GDP per capita is observed in Denmark, Finland, and Latvia, while causality from GDP per capita to transport taxes is detected in Belgium, Finland, and Latvia. Notably, the bidirectional causality identified for Latvia and Finland indicates a mutual interaction between the transport sector and real GDP per capita in these two countries.

Keywords

Supporting Institution

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

Ethical Statement

It is declared that scientific and ethical principles have been followed while carrying out and writing this study and that all the sources used have been properly cited.

References

  1. Abdullah, S., & Morley, B. (2014). Environmental taxes and economic growth: Evidence from panel causality tests. Energy economics, 42, 27-33.
  2. Ahmad, M. I., Ur Rehman, R., Naseem, M. A., & Ali, R. (2021). Do environmental taxes impede economic growth? A comparison between China and India. International Journal of Financial Engineering, 8(04), 2050023.
  3. Andrei, J., Mieila, M., Popescu, G. H., Nica, E., & Cristina, M. (2016). The impact and determinants of environmental taxation on economic growth communities in Romania. Energies, 9(11), 902.
  4. Aydin, M., Degirmenci, T., Ahmed, Z., & Apergis, N. (2025). Do the energy taxes, green technological innovation, and energy productivity enable the green energy transition in EU countries? Evidence from novel panel data estimators. Renewable Energy, 249, 123236.
  5. Becker, R., Enders, W., & Lee, J. (2006). A stationarity test in the presence of an unknown number of smooth breaks. Journal of Time Series Analysis. 27(3), 381–409.
  6. Bedir, S., & Güneş, H. (2016). Çevre vergileri ve ekonomik büyüme arasındaki ilişki: AB ülkeleri için eşbütünleşme ve nedensellik analizleri. Finans Politik ve Ekonomik Yorumlar, (616), 9-21.
  7. Begu, L. S., Mester, I. T., Simut, R., Sehleanu, M., & Perticas, D. (2019). Economic and Environmental Implications of Energy Taxes: Evidence from Romania. Economic Computation & Economic Cybernetics Studies & Research, 53(3).
  8. Bradley, J. (1992). "Modelling the Economic Effects of Energy Taxes: A Survey", in The Economic Effects of Carbon Taxes, (ed.) J. Fitz Gerald, Policy Research Paper No. 14, Dublin: The Economic & Social Research Institute, pp. 35-52.

Details

Primary Language

English

Subjects

Environmental Economy, Environment Policy

Journal Section

Research Article

Publication Date

July 16, 2026

Submission Date

May 15, 2026

Acceptance Date

July 6, 2026

Published in Issue

Year 2026 Volume: 9 Number: 4

APA
Özşahin, Ş., Gümüş, B., & Acar, M. (2026). Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU. Uluslararası Ekonomi Siyaset İnsan Ve Toplum Bilimleri Dergisi, 9(4), 298-317. https://doi.org/10.59445/ijephss.1952318
AMA
1.Özşahin Ş, Gümüş B, Acar M. Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU. Uluslararası Ekonomi Siyaset İnsan ve Toplum Bilimleri Dergisi. 2026;9(4):298-317. doi:10.59445/ijephss.1952318
Chicago
Özşahin, Şerife, Betül Gümüş, and Mustafa Acar. 2026. “Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU”. Uluslararası Ekonomi Siyaset İnsan Ve Toplum Bilimleri Dergisi 9 (4): 298-317. https://doi.org/10.59445/ijephss.1952318.
EndNote
Özşahin Ş, Gümüş B, Acar M (July 1, 2026) Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU. Uluslararası Ekonomi Siyaset İnsan ve Toplum Bilimleri Dergisi 9 4 298–317.
IEEE
[1]Ş. Özşahin, B. Gümüş, and M. Acar, “Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU”, Uluslararası Ekonomi Siyaset İnsan ve Toplum Bilimleri Dergisi, vol. 9, no. 4, pp. 298–317, July 2026, doi: 10.59445/ijephss.1952318.
ISNAD
Özşahin, Şerife - Gümüş, Betül - Acar, Mustafa. “Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU”. Uluslararası Ekonomi Siyaset İnsan ve Toplum Bilimleri Dergisi 9/4 (July 1, 2026): 298-317. https://doi.org/10.59445/ijephss.1952318.
JAMA
1.Özşahin Ş, Gümüş B, Acar M. Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU. Uluslararası Ekonomi Siyaset İnsan ve Toplum Bilimleri Dergisi. 2026;9:298–317.
MLA
Özşahin, Şerife, et al. “Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU”. Uluslararası Ekonomi Siyaset İnsan Ve Toplum Bilimleri Dergisi, vol. 9, no. 4, July 2026, pp. 298-17, doi:10.59445/ijephss.1952318.
Vancouver
1.Şerife Özşahin, Betül Gümüş, Mustafa Acar. Are Energy and Transport Taxes Drivers or Outcomes of Economic Development? Panel Fourier Causality Evidence from the EU. Uluslararası Ekonomi Siyaset İnsan ve Toplum Bilimleri Dergisi. 2026 Jul. 1;9(4):298-317. doi:10.59445/ijephss.1952318

International Journal of Economics, Politics, Humanities & Social Sciences – IJEPHSS is licensed under a Creative Commons Attribution-NonCommercial 4.0 International (CC BY NC)