IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v32y2024i5p4931-4945.html
   My bibliography  Save this article

Testing the load capacity curve hypothesis with green innovation, green tax, green energy, and technological diffusion: A novel approach to Kyoto protocol

Author

Listed:
  • Tunahan Degirmenci
  • Mucahit Aydin

Abstract

Environmental degradation, which is seen as the most critical obstacle to sustainable development, is addressed by SDGs 7, 11, and 13. The Kyoto Protocol is the first international agreement to solve the problem of environmental degradation. The purpose of this research is to examine the role of Annex II nations in promoting environmental sustainability, particularly those that have adopted environmental obligations under the Kyoto Protocol. The study tests the load capacity curve hypothesis for Annex II countries during the 1994–2018 period. To begin with, we applied some priori tests to panel data analysis and utilized appropriate analysis methods based on the results. Unit root, cointegration, and long‐run estimators were employed. The findings confirmed a long‐run relationship for the load capacity curve model. In the end, two different estimators, namely cross‐sectional ARDL and augmented mean group estimator, were used to test the validity of the load capacity curve hypothesis. The study found that while the hypothesis did not hold true for all Annex II countries, it was only valid for Finland. This research suggests that Annex II countries are not adequately contributing to the achievement of the Kyoto Protocol targets.

Suggested Citation

  • Tunahan Degirmenci & Mucahit Aydin, 2024. "Testing the load capacity curve hypothesis with green innovation, green tax, green energy, and technological diffusion: A novel approach to Kyoto protocol," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(5), pages 4931-4945, October.
  • Handle: RePEc:wly:sustdv:v:32:y:2024:i:5:p:4931-4945
    DOI: 10.1002/sd.2946
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.2946
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.2946?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Ma, Qiang & Murshed, Muntasir & Khan, Zeeshan, 2021. "The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China," Energy Policy, Elsevier, vol. 155(C).
    2. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    3. Grossman, Gene M & Helpman, Elhanan, 1989. "Product Development and International Trade," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1261-1283, December.
    4. Jörg Breitung & Samarjit Das, 2005. "Panel unit root tests under cross‐sectional dependence," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 59(4), pages 414-433, November.
    5. Qing, Lingli & Usman, Muhammad & Radulescu, Magdalena & Haseeb, Mohammad, 2024. "Towards the vision of going green in South Asian region: The role of technological innovations, renewable energy and natural resources in ecological footprint during globalization mode," Resources Policy, Elsevier, vol. 88(C).
    6. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    7. Francisco L. Rivera-Batiz & Luis A. Rivera-Batiz, 2018. "International Trade with Endogenous Technological Change," World Scientific Book Chapters, in: Francisco L Rivera-Batiz & Luis A Rivera-Batiz (ed.), International Trade, Capital Flows and Economic Development, chapter 2, pages 33-70, World Scientific Publishing Co. Pte. Ltd..
    8. Gass, V. & Schmidt, J. & Schmid, E., 2014. "Analysis of alternative policy instruments to promote electric vehicles in Austria," Renewable Energy, Elsevier, vol. 61(C), pages 96-101.
    9. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    10. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    11. Ugur Korkut Pata, 2021. "Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(9), pages 1427-1439, December.
    12. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
    13. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    14. Erdogan, Sinan, 2024. "On the impact of natural resources on environmental sustainability in African countries: A comparative approach based on the EKC and LCC hypotheses," Resources Policy, Elsevier, vol. 88(C).
    15. Haiying Liu & Muhammad Wasif Zafar & Avik Sinha & Irfan Khan, 2023. "The path to sustainable environment: Do environmental taxes and governance matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(4), pages 2278-2290, August.
    16. Muhammad Farhan Bashir & Benjiang MA & Muhammad Shahbaz & Zhilun Jiao, 2020. "The nexus between environmental tax and carbon emissions with the roles of environmental technology and financial development," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-20, November.
    17. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    18. Tunahan Degirmenci & Mehmet Aydin, 2023. "The effects of environmental taxes on environmental pollution and unemployment: A panel co‐integration analysis on the validity of double dividend hypothesis for selected African countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2231-2238, July.
    19. Höltinger, Stefan & Salak, Boris & Schauppenlehner, Thomas & Scherhaufer, Patrick & Schmidt, Johannes, 2016. "Austria's wind energy potential – A participatory modeling approach to assess socio-political and market acceptance," Energy Policy, Elsevier, vol. 98(C), pages 49-61.
    20. Jiao, Zhilun & Sharma, Rajesh & Kautish, Pradeep & Hussain, Hafezali Iqbal, 2021. "Unveiling the asymmetric impact of exports, oil prices, technological innovations, and income inequality on carbon emissions in India," Resources Policy, Elsevier, vol. 74(C).
    21. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    22. Magazzino, Cosimo & Mele, Marco & Morelli, Giovanna & Schneider, Nicolas, 2021. "The nexus between information technology and environmental pollution: Application of a new machine learning algorithm to OECD countries," Utilities Policy, Elsevier, vol. 72(C).
    23. Asif, Zainab & Chinzara, Zivanemoyo & Lahiri, Radhika, 2023. "The role of risk and institutions in the adoption and diffusion of technologies: Evidence from Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 16-33.
    24. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    25. Aytun, Cengiz & Erdogan, Sinan & Pata, Ugur Korkut & Cengiz, Orhan, 2024. "Associating environmental quality, human capital, financial development and technological innovation in 19 middle-income countries: A disaggregated ecological footprint approach," Technology in Society, Elsevier, vol. 76(C).
    26. Jin, Youliang & Wang, Shujuan & Cheng, Xu & Zeng, Huixiang, 2024. "Can environmental tax reform curb corporate environmental violations? A quasi-natural experiment based on China's “environmental fees to taxes”," Journal of Business Research, Elsevier, vol. 171(C).
    27. Xu, Le & Fan, Meiting & Yang, Lili & Shao, Shuai, 2021. "Heterogeneous green innovations and carbon emission performance: Evidence at China's city level," Energy Economics, Elsevier, vol. 99(C).
    28. Mucahit Aydin & Tunahan Degirmenci, 2024. "The impact of clean energy consumption, green innovation, and technological diffusion on environmental sustainability: New evidence from load capacity curve hypothesis for 10 European Union countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2358-2370, June.
    29. Maeder, Mattia & Weiss, Olga & Boulouchos, Konstantinos, 2021. "Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe," Applied Energy, Elsevier, vol. 282(PA).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mucahit Aydin & Tunahan Degirmenci, 2024. "The impact of clean energy consumption, green innovation, and technological diffusion on environmental sustainability: New evidence from load capacity curve hypothesis for 10 European Union countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2358-2370, June.
    2. Jin, Taeyoung, 2022. "The evolutionary renewable energy and mitigation impact in OECD countries," Renewable Energy, Elsevier, vol. 189(C), pages 570-586.
    3. Dimitrios Bakas & Theodore Panagiotidis & Gianluigi Pelloni, 2017. "Regional And Sectoral Evidence Of The Macroeconomic Effects Of Labor Reallocation: A Panel Data Analysis," Economic Inquiry, Western Economic Association International, vol. 55(1), pages 501-526, January.
    4. Meng, Yue & Wu, Haoyue & Wang, Yunchen & Duan, Yinying, 2022. "International trade diversification, green innovation, and consumption-based carbon emissions: The role of renewable energy for sustainable development in BRICST countries," Renewable Energy, Elsevier, vol. 198(C), pages 1243-1253.
    5. Chien-Chiang Lee & Tie-Ying Liu, 2017. "Insurance development, banking activities, and regional output: evidence from China," Empirical Economics, Springer, vol. 53(3), pages 1059-1081, November.
    6. Yilmaz Bayar & Marius Dan Gavriletea, 2018. "Foreign Direct Investment Inflows and Financial Development in Central and Eastern European Union Countries: A Panel Cointegration and Causality," IJFS, MDPI, vol. 6(2), pages 1-13, May.
    7. Yugang He & Ziqian Zhang, 2022. "Energy and Economic Effects of the COVID-19 Pandemic: Evidence from OECD Countries," Sustainability, MDPI, vol. 14(19), pages 1-13, September.
    8. Jin, Taeyoung, 2022. "Impact of heat and electricity consumption on energy intensity: A panel data analysis," Energy, Elsevier, vol. 239(PA).
    9. Naib Alakbarov & Yılmaz Bayar, 2018. "Democratization and Economic Growth in Emerging Market Economies," Journal of Finance Letters (Maliye ve Finans Yazıları), Maliye ve Finans Yazıları Yayıncılık Ltd. Şti., vol. 33(109), pages 165-180, April.
    10. Yuan, Shengjun & Musibau, Hammed Oluwaseyi & Genç, Sema Yılmaz & Shaheen, Riffat & Ameen, Anam & Tan, Zhixiong, 2021. "Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    11. Huang, Lingyun & Zou, Yanjun, 2020. "How to promote energy transition in China: From the perspectives of interregional relocation and environmental regulation," Energy Economics, Elsevier, vol. 92(C).
    12. Dong, Kangyin & Sun, Renjin & Hochman, Gal & Li, Hui, 2018. "Energy intensity and energy conservation potential in China: A regional comparison perspective," Energy, Elsevier, vol. 155(C), pages 782-795.
    13. Philémon Votsoma & Votsoma Djekna & Itchoko Motande Mondjeli Mwa Ndjokou, 2024. "Trade openness and economic growth in the Central African Economic and Monetary Community: Is a review of the empirical evidence worthwhile? [Ouverture commerciale et croissance économique dans la ," Post-Print hal-04560475, HAL.
    14. Chi, Meiqing & Muhammad, Sulaman & Khan, Zeeshan & Ali, Shahid & Li, Rita Yi Man, 2021. "Is centralization killing innovation? The success story of technological innovation in fiscally decentralized countries," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    15. Godwin Olasehinde-Williams & Mehmet Balcilar, 2018. "The Long-run Effect of Geopolitical Risks on Insurance Premiums," Working Papers 15-44, Eastern Mediterranean University, Department of Economics.
    16. Naib ALAKBAROV & Yılmaz BAYAR, 2021. "International Financial Market Integration and The Feldstein–Horioka Puzzle: Evidence from Emerging Market Economies," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 143-165, December.
    17. Ulucak, Recep & Danish, & Ozcan, Burcu, 2020. "Relationship between energy consumption and environmental sustainability in OECD countries: The role of natural resources rents," Resources Policy, Elsevier, vol. 69(C).
    18. Yilmaz Bayar & Marius Dan Gavriletea, 2019. "Energy efficiency, renewable energy, economic growth: evidence from emerging market economies," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(4), pages 2221-2234, July.
    19. Veli Yilanci & Onder Ozgur & Muhammed Sehid Gorus, 2021. "Stock prices and economic activity nexus in OECD countries: new evidence from an asymmetric panel Granger causality test in the frequency domain," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-22, December.
    20. Aytun, Cengiz & Erdogan, Sinan & Pata, Ugur Korkut & Cengiz, Orhan, 2024. "Associating environmental quality, human capital, financial development and technological innovation in 19 middle-income countries: A disaggregated ecological footprint approach," Technology in Society, Elsevier, vol. 76(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:sustdv:v:32:y:2024:i:5:p:4931-4945. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1099-1719 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.