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The impact of energy efficiency on ecological footprint in the presence of EKC: Evidence from G20 countries

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  • Luo, Heng
  • Sun, Ying

Abstract

Energy efficiency is the force behind economic growth that has a significant impact on the environment. This study investigated the impact of energy efficiency on ecological footprint by incorporating the environment Kuznets curve (EKC) model. Analysing data from G20 economies, the basic outcomes indicated that energy efficiency reduced ecological footprint and EKC is valid. Robustness test results validated the above conclusion. Institutional quality weakened the positive effect of energy efficiency on the environmental quality. Besides that, the mediation outcomes confirmed that energy efficiency leads to reduced fossil fuel consumption, thereby decreasing ecological pressure. When crossing the threshold value of the energy consumption structure, the parameter of energy efficiency underwent a transition from positive to negative. When the manufacturing proportion exceed a certain value, the influence of energy efficiency on ecological degradation was swift from negative to positive. By focusing on energy efficiency as an approach to address the ecological strain in the G20 economies, this research topic can serve as a springboard for policy conversations between researchers and governments. The study also proposed the following policy implications based on the findings: (1) governments should increase investments in energy efficiency improvement technologies; (2) policies should be strategically integrated to address a variety of concerns, including those related to the environment; and (3) energy and industrial structures should be upgraded to improve the environment.

Suggested Citation

  • Luo, Heng & Sun, Ying, 2024. "The impact of energy efficiency on ecological footprint in the presence of EKC: Evidence from G20 countries," Energy, Elsevier, vol. 304(C).
    • Handle: RePEc:eee:energy:v:304:y:2024:i:c:s0360544224018553
    DOI: 10.1016/j.energy.2024.132081
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    as
    1. Shahbaz, Muhammad & Haouas, Ilham & SBIA, Rashid & Ozturk, Ilhan, 2018. "Financial Development-Environmental Degradation Nexus in the United Arab Emirates: The Importance of Growth, Globalization and Structural Breaks," MPRA Paper 87365, University Library of Munich, Germany, revised 11 Jun 2018.
    2. Emad Kazemzadeh & José Alberto Fuinhas & Matheus Koengkan & Fariba Osmani & Nuno Silva, 2022. "Do energy efficiency and export quality affect the ecological footprint in emerging countries? A two-step approach using the SBM–DEA model and panel quantile regression," Environment Systems and Decisions, Springer, vol. 42(4), pages 608-625, December.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Danish, & Baloch, Muhammad Awais & Wang, Bo, 2019. "Analyzing the role of governance in CO2 emissions mitigation: The BRICS experience," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 119-125.
    5. Wang, Mengxia & Hossain, Mohammad Razib & Si Mohammed, Kamel & Cifuentes-Faura, Javier & Cai, Xiaotong, 2023. "Heterogenous Effects of Circular Economy, Green energy and Globalization on CO2 emissions: Policy based analysis for sustainable development," Renewable Energy, Elsevier, vol. 211(C), pages 789-801.
    6. 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.
    7. 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.
    8. Veli Yilanci & Ugur Korkut Pata, 2022. "On the interaction between fiscal policy and CO2 emissions in G7 countries: 1875–2016," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 11(2), pages 196-217, April.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Usman, Muhammad & Makhdum, Muhammad Sohail Amjad, 2021. "What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development," Renewable Energy, Elsevier, vol. 179(C), pages 12-28.
    11. Kenneth Gillingham & David Rapson & Gernot Wagner, 2016. "The Rebound Effect and Energy Efficiency Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 68-88.
    12. Su, Yu-Wen, 2023. "The drivers and barriers of energy efficiency," Energy Policy, Elsevier, vol. 178(C).
    13. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin & Jiang, Hongdian, 2022. "How does industrial structure adjustment reduce CO2 emissions? Spatial and mediation effects analysis for China," Energy Economics, Elsevier, vol. 105(C).
    14. Nassani, Abdelmohsen A. & Aldakhil, Abdullah Mohammed & Zaman, Khalid, 2021. "Ecological footprints jeopardy for mineral resource extraction: Efficient use of energy, financial development and insurance services to conserve natural resources," Resources Policy, Elsevier, vol. 74(C).
    15. Shokoohi, Zeinab & Dehbidi, Navid Kargar & Tarazkar, Mohammad Hassan, 2022. "Energy intensity, economic growth and environmental quality in populous Middle East countries," Energy, Elsevier, vol. 239(PC).
    16. Anwar, Ahsan & Siddique, Muhammad & Eyup Dogan, & Sharif, Arshian, 2021. "The moderating role of renewable and non-renewable energy in environment-income nexus for ASEAN countries: Evidence from Method of Moments Quantile Regression," Renewable Energy, Elsevier, vol. 164(C), pages 956-967.
    17. Hossain, Mohammad Razib & Rej, Soumen & Awan, Ashar & Bandyopadhyay, Arunava & Islam, Md Sayemul & Das, Narasingha & Hossain, Md Emran, 2023. "Natural resource dependency and environmental sustainability under N-shaped EKC: The curious case of India," Resources Policy, Elsevier, vol. 80(C).
    18. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    19. Adekoya, Oluwasegun B. & Oliyide, Johnson A. & Fasanya, Ismail O., 2022. "Renewable and non-renewable energy consumption – Ecological footprint nexus in net-oil exporting and net-oil importing countries: Policy implications for a sustainable environment," Renewable Energy, Elsevier, vol. 189(C), pages 524-534.
    20. Gilbert E. Metcalf, 2008. "An Empirical Analysis of Energy Intensity and Its Determinants at the State Level," The Energy Journal, , vol. 29(3), pages 1-26, July.
    21. Umut Uzar, 2021. "The relationship between institutional quality and ecological footprint: Is there a connection?," Natural Resources Forum, Blackwell Publishing, vol. 45(4), pages 380-396, November.
    22. Muhammad Usman & Atif Jahanger & Muhammad Sohail Amjad Makhdum & Magdalena Radulescu & Daniel Balsalobre-Lorente & Elena Jianu, 2022. "An Empirical Investigation of Ecological Footprint Using Nuclear Energy, Industrialization, Fossil Fuels and Foreign Direct Investment," Energies, MDPI, vol. 15(17), pages 1-26, September.
    23. Ahmet Koseoglu & Ali Gokhan Yucel & Recep Ulucak, 2022. "Green innovation and ecological footprint relationship for a sustainable development: Evidence from top 20 green innovator countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 976-988, October.
    24. Bashir, Muhammad Adnan & Sheng, Bin & Doğan, Buhari & Sarwar, Suleman & Shahzad, Umer, 2020. "Export product diversification and energy efficiency: Empirical evidence from OECD countries," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 232-243.
    25. Appiah-Otoo, Isaac & Chen, Xudong & Ampah, Jeffrey Dankwa, 2023. "Does financial structure affect renewable energy consumption? Evidence from G20 countries," Energy, Elsevier, vol. 272(C).
    26. Opoku, Eric Evans Osei & Boachie, Micheal Kofi, 2020. "The environmental impact of industrialization and foreign direct investment," Energy Policy, Elsevier, vol. 137(C).
    27. Teng, Mingming & Shen, Minghao, 2023. "Fintech and energy efficiency: Evidence from OECD countries," Resources Policy, Elsevier, vol. 82(C).
    28. Muhammad Azam & Liu Liu & Najid Ahmad, 2021. "Impact of institutional quality on environment and energy consumption: evidence from developing world," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1646-1667, February.
    29. Francesco Fuso Nerini & Julia Tomei & Long Seng To & Iwona Bisaga & Priti Parikh & Mairi Black & Aiduan Borrion & Catalina Spataru & Vanesa Castán Broto & Gabrial Anandarajah & Ben Milligan & Yacob Mu, 2018. "Mapping synergies and trade-offs between energy and the Sustainable Development Goals," Nature Energy, Nature, vol. 3(1), pages 10-15, January.
    30. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    31. Usman, Muhammad & Balsalobre-Lorente, Daniel, 2022. "Environmental concern in the era of industrialization: Can financial development, renewable energy and natural resources alleviate some load?," Energy Policy, Elsevier, vol. 162(C).
    32. Lopez, Ramon E. & Palacios, Amparo, 2010. "Have Government Spending and Energy Tax Policies Contributed to make Europe Environmentally Cleaner?," Working Papers 94795, University of Maryland, Department of Agricultural and Resource Economics.
    33. Ozcan, Burcu & Tzeremes, Panayiotis G. & Tzeremes, Nickolaos G., 2020. "Energy consumption, economic growth and environmental degradation in OECD countries," Economic Modelling, Elsevier, vol. 84(C), pages 203-213.
    34. Mahalik, Mantu Kumar & Mallick, Hrushikesh & Padhan, Hemachandra, 2021. "Do educational levels influence the environmental quality? The role of renewable and non-renewable energy demand in selected BRICS countries with a new policy perspective," Renewable Energy, Elsevier, vol. 164(C), pages 419-432.
    35. J. Daniel Khazzoom, 1980. "Economic Implications of Mandated Efficiency in Standards for Household Appliances," The Energy Journal, , vol. 1(4), pages 21-40, October.
    36. J. Daniel Khazzoom, 1980. "Economic Implications of Mandated Efficiency in Standards for Household Appliances," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 21-40.
    37. Lisa Ryan & Nina Campbell, 2012. "Spreading the Net: The Multiple Benefits of Energy Efficiency Improvements," IEA Energy Papers 2012/8, OECD Publishing.
    38. Pata, Ugur Korkut, 2021. "Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective," Renewable Energy, Elsevier, vol. 173(C), pages 197-208.
    39. Pierson, Paul, 2000. "Increasing Returns, Path Dependence, and the Study of Politics," American Political Science Review, Cambridge University Press, vol. 94(2), pages 251-267, June.
    40. Haider, Salman & Mishra, Prajna Paramita, 2021. "Does innovative capability enhance the energy efficiency of Indian Iron and Steel firms? A Bayesian stochastic frontier analysis," Energy Economics, Elsevier, vol. 95(C).
    41. Tajudeen, Ibrahim A. & Wossink, Ada & Banerjee, Prasenjit, 2018. "How significant is energy efficiency to mitigate CO2 emissions? Evidence from OECD countries," Energy Economics, Elsevier, vol. 72(C), pages 200-221.
    42. Junhao Zhong & Yilin Zhong & Minghui Han & Tianjian Yang & Qinghua Zhang, 2024. "The impact of AI on carbon emissions: evidence from 66 countries," Applied Economics, Taylor & Francis Journals, vol. 56(25), pages 2975-2989, May.
    43. Ding, Tao & Li, Hao & Tan, Ruipeng & Zhao, Xin, 2023. "How does geopolitical risk affect carbon emissions?: An empirical study from the perspective of mineral resources extraction in OECD countries," Resources Policy, Elsevier, vol. 85(PB).
    44. Khurram, Muhammad Usman & Abbassi, Wajih & Chen, Yifan & Chen, Lifeng, 2024. "Outward foreign investment performance, digital transformation, and ESG performance: Evidence from China," Global Finance Journal, Elsevier, vol. 60(C).
    45. Özbuğday, Fatih Cemil & Erbas, Bahar Celikkol, 2015. "How effective are energy efficiency and renewable energy in curbing CO2 emissions in the long run? A heterogeneous panel data analysis," Energy, Elsevier, vol. 82(C), pages 734-745.
    46. Muhammad Shahbaz & Mita Bhattacharya & Khalid Ahmed, 2017. "CO emissions in Australia: economic and non-economic drivers in the long-run," Applied Economics, Taylor & Francis Journals, vol. 49(13), pages 1273-1286, March.
    47. Rahman, Mohammad Mafizur & Alam, Khosrul, 2022. "Impact of industrialization and non-renewable energy on environmental pollution in Australia: Do renewable energy and financial development play a mitigating role?," Renewable Energy, Elsevier, vol. 195(C), pages 203-213.
    48. Narayan, Paresh Kumar & Smyth, Russell, 2009. "Multivariate granger causality between electricity consumption, exports and GDP: Evidence from a panel of Middle Eastern countries," Energy Policy, Elsevier, vol. 37(1), pages 229-236, January.
    49. Zhang, Ren Jie & Razzaq, Asif, 2022. "Influence of economic policy uncertainty and financial development on renewable energy consumption in the BRICST region," Renewable Energy, Elsevier, vol. 201(P1), pages 526-533.
    50. Marc Chesney & Jonathan Gheyssens & Anca Claudia Pana & Luca Taschini, 2016. "Economic Growth and the Environment," Springer Texts in Business and Economics, in: Environmental Finance and Investments, edition 2, chapter 5, pages 73-101, Springer.
    51. Shafiei, Sahar & Salim, Ruhul A., 2014. "Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis," Energy Policy, Elsevier, vol. 66(C), pages 547-556.
    52. Fakher, Hossein Ali & Ahmed, Zahoor & Acheampong, Alex O. & Nathaniel, Solomon Prince, 2023. "Renewable energy, nonrenewable energy, and environmental quality nexus: An investigation of the N-shaped Environmental Kuznets Curve based on six environmental indicators," Energy, Elsevier, vol. 263(PA).
    53. Chen, Yang & Cheng, Liang & Lee, Chien-Chiang, 2022. "How does the use of industrial robots affect the ecological footprint? International evidence," Ecological Economics, Elsevier, vol. 198(C).
    54. Yun Yang, 2023. "The Impact of Green Finance and Resource Tax Policy on Regional Energy Efficiency Based on the Non-Desired Output Super-Efficiency SBM-Tobit Model," Sustainability, MDPI, vol. 15(14), pages 1-19, July.
    55. Zhang, Qianxiao & Shah, Syed Ale Raza & Yang, Ling, 2022. "Modeling the effect of disaggregated renewable energies on ecological footprint in E5 economies: Do economic growth and R&D matter?," Applied Energy, Elsevier, vol. 310(C).
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