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The CO2-Growth nexus revisited: A nonparametric analysis for G7 economies over nearly two centuries

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  1. Cem Ișik & Munir Ahmad & Uğur Korkut Pata & Serdar Ongan & Magdalena Radulescu & Festus Fatai Adedoyin & Engin Bayraktaroğlu & Sezi Aydın & Ayse Ongan, 2020. "An Evaluation of the Tourism-Induced Environmental Kuznets Curve (T-EKC) Hypothesis: Evidence from G7 Countries," Sustainability, MDPI, vol. 12(21), pages 1-11, November.
  2. Uddin, Md. Main & Mishra, Vinod & Smyth, Russell, 2020. "Income inequality and CO2 emissions in the G7, 1870–2014: Evidence from non-parametric modelling," Energy Economics, Elsevier, vol. 88(C).
  3. Lazăr, Dorina & Minea, Alexandru & Purcel, Alexandra-Anca, 2019. "Pollution and economic growth: Evidence from Central and Eastern European countries," Energy Economics, Elsevier, vol. 81(C), pages 1121-1131.
  4. Awaworyi Churchill, Sefa & Inekwe, John & Smyth, Russell & Zhang, Xibin, 2019. "R&D intensity and carbon emissions in the G7: 1870–2014," Energy Economics, Elsevier, vol. 80(C), pages 30-37.
  5. Eva Litavcová & Jana Chovancová, 2021. "Economic Development, CO 2 Emissions and Energy Use Nexus-Evidence from the Danube Region Countries," Energies, MDPI, vol. 14(11), pages 1-23, May.
  6. Li Chunling & Javed Ahmed Memon & Tiep Le Thanh & Minhaj Ali & Dervis Kirikkaleli, 2021. "The Impact of Public-Private Partnership Investment in Energy and Technological Innovation on Ecological Footprint: The Case of Pakistan," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
  7. Myrto Kasioumi & Thanasis Stengos, 2020. "The Environmental Kuznets Curve with Recycling: A Partially Linear Semiparametric Approach," JRFM, MDPI, vol. 13(11), pages 1-26, November.
  8. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2020. "The Environmental Kuznets Curve across Australian states and territories," Energy Economics, Elsevier, vol. 90(C).
  9. Jebabli, Ikram & Lahiani, Amine & Mefteh-Wali, Salma, 2023. "Quantile connectedness between CO2 emissions and economic growth in G7 countries," Resources Policy, Elsevier, vol. 81(C).
  10. Muhammad Shahbaz & Vassilios G. Papavassiliou & Amine Lahiani & David Roubaud, 2023. "Are we moving towards decarbonisation of the global economy? Lessons from the distant past to the present," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2620-2634, July.
  11. Zhang, Lixia & Luo, Qin & Guo, Xiaozhu & Umar, Muhammad, 2022. "Medium-term and long-term volatility forecasts for EUA futures with country-specific economic policy uncertainty indices," Resources Policy, Elsevier, vol. 77(C).
  12. Marra, Alessandro & Colantonio, Emiliano & Cucculelli, Marco & Nissi, Eugenia, 2024. "The ‘complex’ transition: Energy intensity and CO2 emissions amidst technological and structural shifts. Evidence from OECD countries," Energy Economics, Elsevier, vol. 136(C).
  13. Tomiwa Sunday Adebayo & Seyi Saint Akadiri & Usenobong Akpan & Bisola Aladenika, 2023. "Asymmetric effect of financial globalization on carbon emissions in G7 countries: Fresh insight from quantile-on-quantile regression," Energy & Environment, , vol. 34(5), pages 1285-1304, August.
  14. Kais Saidi & Mohammad Mafizur Rahman, 2021. "The link between environmental quality, economic growth, and energy use: new evidence from five OPEC countries," Environment Systems and Decisions, Springer, vol. 41(1), pages 3-20, March.
  15. Amin Pujiati & Yozi Aulia Rahman & Nurjannah Rahayu Kistanti & Annis Nurfitriana Nihayah & Nur Amalia Nabila, 2024. "Interconnected Forces: Analyzing Urbanization, Economic Growth, Energy Consumption, and Forest Area in the Top 10 Populous Nations’ CO2 Emissions," International Journal of Energy Economics and Policy, International Journal of Energy Economics and Policy, vol. 14(2), pages 669-675, March.
  16. Daniel Armeanu & Georgeta Vintilă & Jean Vasile Andrei & Ştefan Cristian Gherghina & Mihaela Cristina Drăgoi & Cristian Teodor, 2018. "Exploring the link between environmental pollution and economic growth in EU-28 countries: Is there an environmental Kuznets curve?," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-28, May.
  17. Lisa Gianmoena & Vicente Rios, 2018. "The Determinants of CO2 Emissions Differentials with Cross-Country Interaction Effects: A Dynamic Spatial Panel Data Bayesian Model Averaging Approach," Discussion Papers 2018/234, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  18. Wenjun Chu & Shanglei Chai & Xi Chen & Mo Du, 2020. "Does the Impact of Carbon Price Determinants Change with the Different Quantiles of Carbon Prices? Evidence from China ETS Pilots," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
  19. Tomiwa Sunday Adebayo & Festus Victor Bekun & Husam Rjoub & Mary Oluwatoyin Agboola & Ephraim Bonah Agyekum & Bright Akwasi Gyamfi, 2023. "Another look at the nexus between economic growth trajectory and emission within the context of developing country: fresh insights from a nonparametric causality-in-quantiles test," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11397-11419, October.
  20. Shahbaz, Muhammad & Nasir, Muhammad Ali & Hille, Erik & Mahalik, Mantu Kumar, 2020. "UK's net-zero carbon emissions target: Investigating the potential role of economic growth, financial development, and R&D expenditures based on historical data (1870–2017)," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
  21. Md. Emran Hossain & Ehsan Ullah & Mohd Ziaur Rehman & Mohammad Haseeb & Miguel Angel Esquivias, 2024. "Going Sustainable or Going Extinct: The Consequences of Clean Technologies, Green Finance, and Natural Resources on the Environment," Sustainability, MDPI, vol. 16(14), pages 1-18, July.
  22. Shahbaz, Muhammad & Nasir, Muhammad Ali & Roubaud, David, 2018. "Environmental degradation in France: The effects of FDI, financial development, and energy innovations," Energy Economics, Elsevier, vol. 74(C), pages 843-857.
  23. Zeeshan Khan & Muhsin Ali & Dervis Kirikkaleli & Salman Wahab & Zhilun Jiao, 2020. "The impact of technological innovation and public‐private partnership investment on sustainable environment in China: Consumption‐based carbon emissions analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1317-1330, September.
  24. Caravaggio, Nicola, 2020. "Economic growth and the forest development path: A theoretical re-assessment of the environmental Kuznets curve for deforestation," Forest Policy and Economics, Elsevier, vol. 118(C).
  25. Shafiullah, Muhammad & Miah, Mohammad Dulal & Alam, Md Samsul & Atif, Muhammad, 2021. "Does economic policy uncertainty affect renewable energy consumption?," Renewable Energy, Elsevier, vol. 179(C), pages 1500-1521.
  26. Sinan Erdogan & Samuel Asumadu Sarkodie & Festus Fatai Adedoyin & Festus Victor Bekun & Phebe Asantewaa Owusu, 2024. "Analyzing transport demand and environmental degradation: the case of G-7 countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 711-734, January.
  27. Wei, Shuxin & Wei, Wenshan & Umut, Alican, 2023. "Do renewable energy consumption, technological innovation, and international integration enhance environmental sustainability in Brazil?," Renewable Energy, Elsevier, vol. 202(C), pages 172-183.
  28. Gozgor, Giray & Tiwari, Aviral Kumar & Khraief, Naceur & Shahbaz, Muhammad, 2019. "Dependence structure between business cycles and CO2 emissions in the U.S.: Evidence from the time-varying Markov-Switching Copula models," Energy, Elsevier, vol. 188(C).
  29. Liu, Junfeng & Shen, Fei & Zhang, Jingru, 2023. "Economic and environmental effects of mineral resource exploitation: Evidence from China," Resources Policy, Elsevier, vol. 86(PB).
  30. Shahbaz, Muhammad & Shafiullah, Muhammad & Khalid, Usman & Song, Malin, 2020. "A nonparametric analysis of energy environmental Kuznets Curve in Chinese Provinces," Energy Economics, Elsevier, vol. 89(C).
  31. Jules-Eric Tchapchet-Tchouto & Gérard Duthil & Rosy Pascale Meyet Tchouapi & Arsene Mouongue Kelly & Isaac Ketu, 2024. "The Environmental Kuznets Curve Under Norden “Green Deal” and Action Plans in Nordic European Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16969-17002, December.
  32. Wang, Shaojian & Wang, Jieyu & Zhou, Yuquan, 2018. "Estimating the effects of socioeconomic structure on CO2 emissions in China using an econometric analysis framework," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 18-27.
  33. Alexandra Soberon & Irene D’Hers, 2020. "The Environmental Kuznets Curve: A Semiparametric Approach with Cross-Sectional Dependence," JRFM, MDPI, vol. 13(11), pages 1-23, November.
  34. Jian, Peng & Zhengjie, Sun, 2024. "Navigating the green future: Unraveling the role of fintech, decentralization, natural resources, and monetary policy uncertainty in China," Resources Policy, Elsevier, vol. 89(C).
  35. Tomiwa Sunday Adebayo & Sema Yılmaz Genç & Rui Alexandre Castanho & Dervis Kirikkaleli, 2021. "Do Public–Private Partnership Investment in Energy and Technological Innovation Matter for Environmental Sustainability in the East Asia and Pacific Region? An Application of a Frequency Domain Causality Test," Sustainability, MDPI, vol. 13(6), pages 1-15, March.
  36. LAWSON, Laté A. & MARTINO, Roberto & NGUYEN-VAN, Phu, 2020. "Environmental convergence and environmental Kuznets curve: A unified empirical framework," Ecological Modelling, Elsevier, vol. 437(C).
  37. Minhaj Ali & Shujahat Haider Hashmi & Yasir Habib & Dervis Kirikkaleli, 2024. "The asymmetric impact of public–private partnership investment in energy on CO2 emissions in Pakistan," Energy & Environment, , vol. 35(4), pages 2131-2150, June.
  38. Zhilun Jiao & Muhammad Shafiullah & Usman Khalid & Malin Song & Muhammad Shahbaz, 2024. "The economic growth–travel frequency nexus in China: Importance of the transport Kuznets curve," The World Economy, Wiley Blackwell, vol. 47(3), pages 898-929, March.
  39. Qichang Xie & Yingkun Yan & Xu Wang, 2023. "Assessing the role of foreign direct investment in environmental sustainability: a spatial semiparametric panel approach," Economic Change and Restructuring, Springer, vol. 56(2), pages 1263-1295, April.
  40. Zhao, Wei & Liu, Yishu & Huang, Lihua, 2022. "Estimating environmental Kuznets Curve in the presence of eco-innovation and solar energy: An analysis of G-7 economies," Renewable Energy, Elsevier, vol. 189(C), pages 304-314.
  41. MARINESCU Ștefana & MAHDAVIAN Seyed Mohammadreza & RĂDULESCU Magdalena, 2022. "Globalization, Energy Mix, Renewable Energy, and Emission: Romanian Case," European Journal of Interdisciplinary Studies, Bucharest Economic Academy, issue 02, June.
  42. Sun, ZhiQiang & Wang, Qizhen, 2021. "The asymmetric effect of natural resource abundance on economic growth and environmental pollution: Evidence from resource-rich economy," Resources Policy, Elsevier, vol. 72(C).
  43. Daiva Makutėnienė & Algirdas Justinas Staugaitis & Bernardas Vaznonis & Gunta Grīnberga-Zālīte, 2023. "The Relationship between Energy Consumption and Economic Growth in the Baltic Countries’ Agriculture: A Non-Linear Framework," Energies, MDPI, vol. 16(5), pages 1-22, February.
  44. Chun Chih Chen, 2021. "The path to a 2025 nuclear-free Taiwan: An analysis of dynamic competition among emissions, energy, and economy," Energy & Environment, , vol. 32(4), pages 668-689, June.
  45. Shuddhasattwa Rafiq & Sudharshan Reddy Paramati & Md. Samsul Alam & Khalid Hafeez & Muhammad Shafiullah, 2025. "Does institutional quality matter for renewable energy promotion in OECD economies?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 477-492, January.
  46. Duc Hong Vo & Chi Minh Ho & Anh The Vo, 2024. "Do Urbanization and Industrialization Deteriorate Environmental Quality? Empirical Evidence from Vietnam," SAGE Open, , vol. 14(2), pages 21582440241, June.
  47. Toma, Pierluigi & Frittelli, Massimo & Apergis, Nicholas, 2023. "The economic sustainability of optimizing feedstock imports with environmental constraints," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
  48. Andrée, Bo Pieter Johannes & Chamorro, Andres & Spencer, Phoebe & Koomen, Eric & Dogo, Harun, 2019. "Revisiting the relation between economic growth and the environment; a global assessment of deforestation, pollution and carbon emission," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
  49. Shahbaz, Muhammad & Raghutla, Chandrashekar & Song, Malin & Zameer, Hashim & Jiao, Zhilun, 2020. "Public-private partnerships investment in energy as new determinant of CO2 emissions: The role of technological innovations in China," Energy Economics, Elsevier, vol. 86(C).
  50. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2023. "Corrigendum to “The environmental Kuznets curve in the OECD: 1870–2014” [Energy Economics 75 (2018) 389–399]," Energy Economics, Elsevier, vol. 124(C).
  51. Fujii, Hidemichi & Iwata, Kazuyuki & Chapman, Andrew & Kagawa, Shigemi & Managi, Shunsuke, 2018. "An analysis of urban environmental Kuznets curve of CO2 emissions: Empirical analysis of 276 global metropolitan areas," Applied Energy, Elsevier, vol. 228(C), pages 1561-1568.
  52. Dong Yu & Zilong Wang & Muhammad Nadeem, 2025. "Assessing the predictive ability of information globalization under global value chains‐environmental sustainability nexus in the BRICS economies: A nonparametric causality approach," Natural Resources Forum, Blackwell Publishing, vol. 49(3), pages 2891-2916, August.
  53. Weber, Christoph & Falchi, Alice & Chassagnon-Haned, Naciba, 2025. "Is innovation good for the environment? A macro-level analysis," Ecological Economics, Elsevier, vol. 237(C).
  54. Liu, Xuyi & Kong, Hao & Zhang, Shun, 2021. "Can urbanization, renewable energy, and economic growth make environment more eco-friendly in Northeast Asia?," Renewable Energy, Elsevier, vol. 169(C), pages 23-33.
  55. Chi-Yang Chu & Chien-Ho Wang & Wan-Jiun Chen, 2025. "Does the Kyoto Protocol have a structural impact on the environmental Kuznets curve? An application of the varying coefficient model," Empirical Economics, Springer, vol. 68(2), pages 729-758, February.
  56. Anh The Vo & Duc Hong Vo & Quan Thai-Thuong Le, 2019. "CO 2 Emissions, Energy Consumption, and Economic Growth: New Evidence in the ASEAN Countries," JRFM, MDPI, vol. 12(3), pages 1-20, September.
  57. Katsuya Ito, 2021. "The relationship between CO2 emissions and income: evidence from Japan," Letters in Spatial and Resource Sciences, Springer, vol. 14(3), pages 261-267, December.
  58. Albulescu, Claudiu Tiberiu & Tiwari, Aviral Kumar & Yoon, Seong-Min & Kang, Sang Hoon, 2019. "FDI, income, and environmental pollution in Latin America: Replication and extension using panel quantiles regression analysis," Energy Economics, Elsevier, vol. 84(C).
  59. Narasingha Das & Md. Emran Hossain & Pinki Bera & Partha Gangopadhyay & Javier Cifuentes-Faura & Ranjan Aneja & Mustafa Kamal, 2025. "Decarbonization through sustainable energy technologies: Asymmetric evidence from 20 most innovative nations across the globe," Energy & Environment, , vol. 36(1), pages 374-390, February.
  60. Bashir, Muhammad Farhan & MA, Benjiang & Hussain, Hafezali Iqbal & Shahbaz, Muhammad & Koca, Kemal & Shahzadi, Irum, 2022. "Evaluating environmental commitments to COP21 and the role of economic complexity, renewable energy, financial development, urbanization, and energy innovation: Empirical evidence from the RCEP countries," Renewable Energy, Elsevier, vol. 184(C), pages 541-550.
  61. Raghutla, Chandrashekar & Shahbaz, Muhammad & Chittedi, Krishna Reddy & Jiao, Zhilun, 2021. "Financing clean energy projects: New empirical evidence from major investment countries," Renewable Energy, Elsevier, vol. 169(C), pages 231-241.
  62. Zhong, Zhiqi & Chen, Yongqiang & Fu, Meiyan & Li, Minzhen & Yang, Kaishuo & Zeng, Lingping & Liang, Jing & Ma, Rupeng & Xie, Quan, 2023. "Role of CO2 geological storage in China's pledge to carbon peak by 2030 and carbon neutrality by 2060," Energy, Elsevier, vol. 272(C).
  63. Vo, Duc Hong & Vo, Anh The & Ho, Chi Minh & Nguyen, Ha Minh, 2020. "The role of renewable energy, alternative and nuclear energy in mitigating carbon emissions in the CPTPP countries," Renewable Energy, Elsevier, vol. 161(C), pages 278-292.
  64. Novice patrick Bakehe, 2018. "Decomposition of the Environmental Kuznets curve for Deforestation in the Congo Basin," Economics Bulletin, AccessEcon, vol. 38(2), pages 1058-1068.
  65. Mehmet Akif, Destek & Muhammad, Shahbaz & Ilyas, Okumus & Shawkat, Hammoudeh & Avik, Sinha, 2020. "The relationship between economic growth and carbon emissions in G-7 countries: evidence from time-varying parameters with a long history," MPRA Paper 100514, University Library of Munich, Germany, revised Apr 2020.
  66. Jianjie Huang & Ridwan Lanre Ibrahim & Mamdouh Abdulaziz Saleh Al‐Faryan, 2024. "Is natural resource dependence a blessing or curse for sustainable energy blueprint? An empirical insight towards achieving sustainable environment," Natural Resources Forum, Blackwell Publishing, vol. 48(3), pages 962-984, August.
  67. Abdullah Emre Caglar, 2023. "Can nuclear energy technology budgets pave the way for a transition toward low‐carbon economy: Insights from the United Kingdom," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 198-210, February.
  68. Tchapchet Tchouto, Jules-Eric, 2023. "An empirical assessment on the leveraging evidence of economic complexity under environmental kuznets curve hypothesis: A comparative analysis between Nordic and Non-Nordic European countries," Innovation and Green Development, Elsevier, vol. 2(4).
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