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Energy Transition and Institutional Quality in E-7 Economies: Unveiling Paths to Sustainable Development with CS-ARDL Analysis

Author

Listed:
  • Muhammad Waseem

    (Department of Economics, Comsats University Islamabad, Islamabad 45550, Pakistan)

  • Nabila Khurshid

    (Department of Economics, Comsats University Islamabad, Islamabad 45550, Pakistan)

  • Chinyere Emmanuel Egbe

    (Economics and Finance Medgar Evers College, City University of New York, New York, NY 10017, USA)

  • Mudassar Rashid

    (Department of Economics, Comsats University Islamabad, Islamabad 45550, Pakistan)

Abstract

The impact of energy consumption on sustainable development remains a critical global concern that is deeply influenced by the progress and effectiveness of the ongoing energy transition. The primary objective of this study is to examine the impact of the energy transition (ET) an institutional quality index (IQI) on sustainable development (SD), along with other control variables, including globalization (GLOB), trade openness (TO), gross domestic product per capita (GDP), and economic structure (EcoStru), in E-7 economies from 1990 to 2022. To fulfill this objective, we employ the cross-sectional autoregressive distributive lags (CS-ARDL) technique to tackle issues such as heteroscedasticity, cross-sectional dependence, and interaction across sections caused by variations in slope. Similarly, for the robustness analysis and based on the results of cointegration tests, we employed the Fully Modified Ordinary Least Square (FMOLS) and Canonical Cointegrating Regression (CCR) cointegration models. The empirical findings reveal that the ET, TO, and IQI significantly influence improving sustainable development in the E-7 countries. Meanwhile, GLOB and GDP have been shown to have a detrimental environmental impact. To move toward truly sustainable development, E-7 countries should emphasize the transition to renewable energy and reinforce institutional governance to lessen their dependence on fossil fuels.

Suggested Citation

  • Muhammad Waseem & Nabila Khurshid & Chinyere Emmanuel Egbe & Mudassar Rashid, 2025. "Energy Transition and Institutional Quality in E-7 Economies: Unveiling Paths to Sustainable Development with CS-ARDL Analysis," Sustainability, MDPI, vol. 17(10), pages 1-22, May.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:10:p:4321-:d:1652671
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    References listed on IDEAS

    as
    1. Joakim Westerlund, 2008. "Panel cointegration tests of the Fisher effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(2), pages 193-233.
    2. Muhammed Ashiq Villanthenkodath & Mohini Gupta & Seema Saini & Malayaranjan Sahoo, 2021. "Impact of Economic Structure on the Environmental Kuznets Curve (EKC) hypothesis in India," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 10(1), pages 1-17, December.
    3. Irfan, Muhammad & Rehman, Mubeen Abdur & Razzaq, Asif & Hao, Yu, 2023. "What derives renewable energy transition in G-7 and E-7 countries? The role of financial development and mineral markets," Energy Economics, Elsevier, vol. 121(C).
    4. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    5. Nabila Khurshid & Chinyere Emmanuel Egbe & Asma Fiaz & Amna Sheraz, 2023. "Globalization and Economic Stability: An Insight from the Rocket and Feather Hypothesis in Pakistan," Sustainability, MDPI, vol. 15(2), pages 1-19, January.
    6. Bahram Adrangi & Lauren Kerr, 2022. "Sustainable Development Indicators and Their Relationship to GDP: Evidence from Emerging Economies," Sustainability, MDPI, vol. 14(2), pages 1-13, January.
    7. Arfaoui, Nadia & Naeem, Muhammad Abubakr & Boubaker, Sabri & Mirza, Nawazish & Karim, Sitara, 2023. "Interdependence of clean energy and green markets with cryptocurrencies," Energy Economics, Elsevier, vol. 120(C).
    8. Sai Tang & Zhuolin Wang & Gengqi Yang & Wenwen Tang, 2020. "What Are the Implications of Globalization on Sustainability?—A Comprehensive Study," Sustainability, MDPI, vol. 12(8), pages 1-11, April.
    9. Grzegorz Zimon & Dulal Chandra Pattak & Liton Chandra Voumik & Salma Akter & Funda Kaya & Robert Walasek & Konrad Kochański, 2023. "The Impact of Fossil Fuels, Renewable Energy, and Nuclear Energy on South Korea’s Environment Based on the STIRPAT Model: ARDL, FMOLS, and CCR Approaches," Energies, MDPI, vol. 16(17), pages 1-21, August.
    10. Zeren, Feyyaz & Akkuş, Hilmi Tunahan, 2020. "The relationship between renewable energy consumption and trade openness: New evidence from emerging economies," Renewable Energy, Elsevier, vol. 147(P1), pages 322-329.
    11. Bashir, Muhammad Farhan & Shahbaz, Muhammad & Malik, Muhammad Nasir & Ma, Beiling & Wang, Jianming, 2023. "Energy transition, natural resource consumption and environmental degradation: The role of geopolitical risk in sustainable development," Resources Policy, Elsevier, vol. 85(PA).
    12. Hanif, Imran & Faraz Raza, Syed Muhammad & Gago-de-Santos, Pilar & Abbas, Qaiser, 2019. "Fossil fuels, foreign direct investment, and economic growth have triggered CO2 emissions in emerging Asian economies: Some empirical evidence," Energy, Elsevier, vol. 171(C), pages 493-501.
    13. Taghizadeh-Hesary, Farhad & Rasoulinezhad, Ehsan & Shahbaz, Muhammad & Vinh Vo, Xuan, 2021. "How energy transition and power consumption are related in Asian economies with different income levels?," Energy, Elsevier, vol. 237(C).
    14. Zhongwei, Huang & Liu, Yishu, 2022. "The role of eco-innovations, trade openness, and human capital in sustainable renewable energy consumption: Evidence using CS-ARDL approach," Renewable Energy, Elsevier, vol. 201(P1), pages 131-140.
    15. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    16. Naeem, Muhammad Abubakr & Yousaf, Imran & Karim, Sitara & Tiwari, Aviral Kumar & Farid, Saqib, 2023. "Comparing asymmetric price efficiency in regional ESG markets before and during COVID-19," Economic Modelling, Elsevier, vol. 118(C).
    17. Zeeshan Arshad & Margarita Robaina & Anabela Botelho, 2020. "Renewable and Non-renewable Energy, Economic Growth and Natural Resources Impact on Environmental Quality: Empirical Evidence from South and Southeast Asian Countries with CS-ARDL Modeling," International Journal of Energy Economics and Policy, Econjournals, vol. 10(5), pages 368-383.
    18. Jun, Wen & Mughal, Nafeesa & Zhao, Jin & Shabbir, Malik Shahzad & Niedbała, Gniewko & Jain, Vipin & Anwar, Ahsan, 2021. "Does globalization matter for environmental degradation? Nexus among energy consumption, economic growth, and carbon dioxide emission," Energy Policy, Elsevier, vol. 153(C).
    19. Lau, Lin-Sea & Choong, Chee-Keong & Eng, Yoke-Kee, 2014. "Carbon dioxide emission, institutional quality, and economic growth: Empirical evidence in Malaysia," Renewable Energy, Elsevier, vol. 68(C), pages 276-281.
    20. Bekhet, Hussain Ali & Othman, Nor Salwati, 2018. "The role of renewable energy to validate dynamic interaction between CO2 emissions and GDP toward sustainable development in Malaysia," Energy Economics, Elsevier, vol. 72(C), pages 47-61.
    21. Bahram Adrangi & K. Kathy Dhanda & Ronald Paul Hill, 2004. "A Model of Consumption and Environmental Degradation: Making the case for sustainable consumer behaviour," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 5(3), pages 417-432.
    22. Hunjra, Ahmed Imran & Azam, Muhammad & Bruna, Maria Giuseppina & Bouri, Elie, 2023. "A cross-regional investigation of institutional quality and sustainable development," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    23. Wang, Kai-Hua & Zhao, Yan-Xin & Jiang, Cui-Feng & Li, Zheng-Zheng, 2022. "Does green finance inspire sustainable development? Evidence from a global perspective," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 412-426.
    24. 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.
    25. Jay Squalli & Kenneth Wilson, 2011. "A New Measure of Trade Openness," The World Economy, Wiley Blackwell, vol. 34(10), pages 1745-1770, October.
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