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Technological changes and carbon neutrality targets in European countries: A sustainability approach with Fourier approximations

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  • Pata, Ugur Korkut
  • Kartal, Mustafa Tevfik
  • Mukhtarov, Shahriyar

Abstract

The diffusion of net-zero technologies is highly recommended as European Union (EU) countries aim for carbon neutrality by 2050. Germany, France, and the Netherlands are EU countries that invest heavily in environmental patents, and the relationship between patent development and carbon reduction in these countries provides important clues for carbon neutrality goals. Therefore, this study examines the effects of technological change (environmental patents), human capital, and income on carbon (CO2) emissions for three EU member countries over the period 1974–2019 under the Environmental Kuznets Curve (EKC) hypothesis. For this purpose, the study applies the Fourier-ADL approach and various time series estimators. The results of the study show that the EKC hypothesis is valid for EU countries and that human capital contributes to carbon reduction. Moreover, environmental patents contribute to CO2 mitigation in Germany, but environmental patents do not have a significant effect on emission reduction in France and the Netherlands. These results suggest that France and the Netherlands should invest more in environmental patents and, like Germany, benefit from the CO2 reduction effects of environmental patents.

Suggested Citation

  • Pata, Ugur Korkut & Kartal, Mustafa Tevfik & Mukhtarov, Shahriyar, 2024. "Technological changes and carbon neutrality targets in European countries: A sustainability approach with Fourier approximations," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    • Handle: RePEc:eee:tefoso:v:198:y:2024:i:c:s0040162523006790
    DOI: 10.1016/j.techfore.2023.122994
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    as
    1. Pata, Ugur Korkut & Caglar, Abdullah Emre, 2021. "Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: Evidence from augmented ARDL approach with a structural break," Energy, Elsevier, vol. 216(C).
    2. Pata, Ugur Korkut & Kartal, Mustafa Tevfik & Erdogan, Sinan & Sarkodie, Samuel Asumadu, 2023. "The role of renewable and nuclear energy R&D expenditures and income on environmental quality in Germany: Scrutinizing the EKC and LCC hypotheses with smooth structural changes," Applied Energy, Elsevier, vol. 342(C).
    3. Mahmood, Nasir & Zhao, Yingjun & Lou, Qinqin & Geng, Jinzhou, 2022. "Role of environmental regulations and eco-innovation in energy structure transition for green growth: Evidence from OECD," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    4. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    5. Yang, Tianle & Li, Fangmin & Du, Min & Huang, Miao & Li, Yinuo, 2023. "Impacts of alternative energy production innovation on reducing CO2 emissions: Evidence from China," Energy, Elsevier, vol. 268(C).
    6. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    7. Frodyma, Katarzyna & Papież, Monika & Śmiech, Sławomir, 2022. "Revisiting the Environmental Kuznets Curve in the European Union countries," Energy, Elsevier, vol. 241(C).
    8. Nazlioglu, Saban & Gormus, N. Alper & Soytas, Uğur, 2016. "Oil prices and real estate investment trusts (REITs): Gradual-shift causality and volatility transmission analysis," Energy Economics, Elsevier, vol. 60(C), pages 168-175.
    9. Gallant, A. Ronald, 1981. "On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form," Journal of Econometrics, Elsevier, vol. 15(2), pages 211-245, February.
    10. Su, Chi Wei & Liu, Fangying & Stefea, Petru & Umar, Muhammad, 2023. "Does technology innovation help to achieve carbon neutrality?," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1-14.
    11. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    12. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    13. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    14. Barut, Abdulkadir & Kaya, Emine & Bekun, Festus Victor & Cengiz, Sevgi, 2023. "Environmental sustainability amidst financial inclusion in five fragile economies: Evidence from lens of environmental Kuznets curve," Energy, Elsevier, vol. 269(C).
    15. Christopoulos, Dimitris K. & León-Ledesma, Miguel A., 2010. "Smooth breaks and non-linear mean reversion: Post-Bretton Woods real exchange rates," Journal of International Money and Finance, Elsevier, vol. 29(6), pages 1076-1093, October.
    16. Banerjee, Piyali & Arčabić, Vladimir & Lee, Hyejin, 2017. "Fourier ADL cointegration test to approximate smooth breaks with new evidence from Crude Oil Market," Economic Modelling, Elsevier, vol. 67(C), pages 114-124.
    17. Popp, David, 2006. "International innovation and diffusion of air pollution control technologies: the effects of NOX and SO2 regulation in the US, Japan, and Germany," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 46-71, January.
    18. Walter Enders & Junsoo Lee, 2012. "A Unit Root Test Using a Fourier Series to Approximate Smooth Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(4), pages 574-599, August.
    19. Kai Cheng & Hsin-Pei Hsueh & Omid Ranjbar & Mei-Chih Wang & Tsangyao Chang, 2021. "Urbanization, coal consumption and CO2 emissions nexus in China using bootstrap Fourier Granger causality test in quantiles," Letters in Spatial and Resource Sciences, Springer, vol. 14(1), pages 31-49, April.
    20. Lee, Chien-Chiang & Zhao, Ya-Nan, 2023. "Heterogeneity analysis of factors influencing CO2 emissions: The role of human capital, urbanization, and FDI," Renewable and Sustainable Energy Reviews, Elsevier, vol. 185(C).
    21. Bölük, Gülden & Mert, Mehmet, 2014. "Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries," Energy, Elsevier, vol. 74(C), pages 439-446.
    22. Ralf Becker & Walter Enders & Junsoo Lee, 2006. "A Stationarity Test in the Presence of an Unknown Number of Smooth Breaks," Journal of Time Series Analysis, Wiley Blackwell, vol. 27(3), pages 381-409, May.
    23. Uche, Emmanuel & Das, Narasingha & Bera, Pinki & Cifuentes-Faura, Javier, 2023. "Understanding the imperativeness of environmental-related technological innovations in the FDI – Environmental performance nexus," Renewable Energy, Elsevier, vol. 206(C), pages 285-294.
    24. Shu, Haicheng & Wang, Yu & Umar, Muhammad & Zhong, Yifan, 2023. "Dynamics of renewable energy research, investment in EnvoTech and environmental quality in the context of G7 countries," Energy Economics, Elsevier, vol. 120(C).
    25. Modupe Oluyemisi Oyebanji & Rui Alexandre Castanho & Sema Yilmaz Genc & Dervis Kirikkaleli, 2022. "Patents on Environmental Technologies and Environmental Sustainability in Spain," Sustainability, MDPI, vol. 14(11), pages 1-17, May.
    26. Liton Chandra Voumik & Shohel Md. Nafi & Festus Victor Bekun & Murat Ismet Haseki, 2023. "Modeling Energy, Education, Trade, and Tourism-Induced Environmental Kuznets Curve (EKC) Hypothesis: Evidence from the Middle East," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
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    More about this item

    Keywords

    Carbon neutrality; Environmental patents; Income; Human capital; Technological change; EU countries;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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