IDEAS home Printed from https://ideas.repec.org/a/wly/sustdv/v33y2025i3p3681-3700.html
   My bibliography  Save this article

Environmental Performance and SDGs: How Do Income Disparity, Urbanization, Resource Consumption, and Female Employers Affect the Ecological Footprint in Emerging Economies?

Author

Listed:
  • Li Zheng
  • Shah Zaman
  • Qamar Uz Zaman
  • Yuhuan Zhao
  • Shahid Iqbal

Abstract

The significance of environmental deterioration as a pressing issue has led to its prominence in global discussions on strategies for prevention. It can be asserted that there exists a universal agreement that the enhancement of environmental quality is imperative for the promotion of sustainable development and societal well‐being, especially in emerging economies. In this perspective, the present research uses panel data of the E7 economies from 1992 to 2021 to assess the effects of income disparity, urbanization, resources consumption (nonrenewable and renewable energy consumption), and women employers on ecological footprint. This study employs second‐generation empirical techniques such as CIPS and CADF unit root tests, Westerlund bootstrap cointegration, and DFE/MG/PMG‐ARDL models to check the relationships between the studied variables. The empirical findings of this study reveal that in the E7 countries, the ecological footprint is increased with an increased income disparity and nonrenewable energy consumption. On the other hand, urbanization, renewable energy consumption, and female employers help reduce the ecological footprint. Additionally, the results of the causality measure under the Dumitrescu and Hurlin test unveil bidirectional causality between all the independent variables except nonrenewable energy and ecological footprint. From the policy perspective, the selected countries must implement policies that promote equitable income distribution, planned urbanization to promote compact cities, efficient transportation systems, and green infrastructure, and provide opportunities for women to attain higher positions in organizations, particularly at the managerial and decision‐making levels in order to address the adverse environmental consequences in emerging economies.

Suggested Citation

  • Li Zheng & Shah Zaman & Qamar Uz Zaman & Yuhuan Zhao & Shahid Iqbal, 2025. "Environmental Performance and SDGs: How Do Income Disparity, Urbanization, Resource Consumption, and Female Employers Affect the Ecological Footprint in Emerging Economies?," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 3681-3700, June.
  • Handle: RePEc:wly:sustdv:v:33:y:2025:i:3:p:3681-3700
    DOI: 10.1002/sd.3310
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/sd.3310
    Download Restriction: no

    File URL: https://libkey.io/10.1002/sd.3310?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. Lucas Chancel & Thomas Piketty, 2015. "Carbon and inequality: From Kyoto to Paris Trends in the global inequality of carbon emissions (1998-2013) & prospects for an equitable adaptation fund World Inequality Lab," PSE Working Papers halshs-02655266, HAL.
    2. Martínez-Zarzoso, Inmaculada & Maruotti, Antonello, 2011. "The impact of urbanization on CO2 emissions: Evidence from developing countries," Ecological Economics, Elsevier, vol. 70(7), pages 1344-1353, May.
    3. Djellouli, Nassima & Abdelli, Latifa & Elheddad, Mohamed & Ahmed, Rizwan & Mahmood, Haider, 2022. "The effects of non-renewable energy, renewable energy, economic growth, and foreign direct investment on the sustainability of African countries," Renewable Energy, Elsevier, vol. 183(C), pages 676-686.
    4. Shabir Hussain Malik & Weizhong Fu & Samma Faiz Rasool & Gowhar Ahmad Wani & Shah Zaman & Najaf Ali Wani, 2023. "Investigating the Impact of Communication Factors and Stakeholders Engagement on Renewable Energy Projects in Pakistan," Sustainability, MDPI, vol. 15(14), pages 1-14, July.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Sharma, Susan Sunila, 2011. "Determinants of carbon dioxide emissions: Empirical evidence from 69 countries," Applied Energy, Elsevier, vol. 88(1), pages 376-382, January.
    7. Dervis Kirikkaleli & Tomiwa Sunday Adebayo, 2021. "Do renewable energy consumption and financial development matter for environmental sustainability? New global evidence," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 583-594, July.
    8. Pesaran M.H. & Schuermann T. & Weiner S.M., 2004. "Modeling Regional Interdependencies Using a Global Error-Correcting Macroeconometric Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 129-162, April.
    9. 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.
    10. Golley, Jane & Meng, Xin, 2012. "Income inequality and carbon dioxide emissions: The case of Chinese urban households," Energy Economics, Elsevier, vol. 34(6), pages 1864-1872.
    11. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    12. Zhang, Chuanguo & Zhao, Wei, 2014. "Panel estimation for income inequality and CO2 emissions: A regional analysis in China," Applied Energy, Elsevier, vol. 136(C), pages 382-392.
    13. Wang, Zhaohua & Danish, & Zhang, Bin & Wang, Bo, 2018. "The moderating role of corruption between economic growth and CO2 emissions: Evidence from BRICS economies," Energy, Elsevier, vol. 148(C), pages 506-513.
    14. Chou, Ming Che, 2013. "Does tourism development promote economic growth in transition countries? A panel data analysis," Economic Modelling, Elsevier, vol. 33(C), pages 226-232.
    15. Zakari, Abdulrasheed & Li, Guo & Khan, Irfan & Jindal, Abhinav & Tawiah, Vincent & Alvarado, Rafael, 2022. "Are abundant energy resources and Chinese business a solution to environmental prosperity in Africa?," Energy Policy, Elsevier, vol. 163(C).
    16. Ito, Katsuya, 2017. "CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries," International Economics, Elsevier, vol. 151(C), pages 1-6.
    17. Uz Zaman, Qamar & Zhao, Yuhuan & Zaman, Shah & Batool, Kiran & Nasir, Rabiya, 2024. "Reviewing energy efficiency and environmental consciousness in the minerals industry Amidst digital transition: A comprehensive review," Resources Policy, Elsevier, vol. 91(C).
    18. Kangyin Dong & Xiucheng Dong & Cong Dong, 2019. "Determinants of the global and regional CO2 emissions: What causes what and where?," Applied Economics, Taylor & Francis Journals, vol. 51(46), pages 5031-5044, October.
    19. Zaman, Shah & Wang, Zilong & Rasool, Samma Faiz & Zaman, Qamar uz & Raza, Hamid, 2022. "Impact of critical success factors and supportive leadership on sustainable success of renewable energy projects: Empirical evidence from Pakistan," Energy Policy, Elsevier, vol. 162(C).
    20. Li, Sheng & Samour, Ahmed & Irfan, Muhammad & Ali, Madad, 2023. "Role of renewable energy and fiscal policy on trade adjusted carbon emissions: Evaluating the role of environmental policy stringency," Renewable Energy, Elsevier, vol. 205(C), pages 156-165.
    21. Zhike Lv & Chao Deng, 2019. "Does women's political empowerment matter for improving the environment? A heterogeneous dynamic panel analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(4), pages 603-612, July.
    22. Salisu, Afees A. & Isah, Kazeem O., 2017. "Revisiting the oil price and stock market nexus: A nonlinear Panel ARDL approach," Economic Modelling, Elsevier, vol. 66(C), pages 258-271.
    23. Anthony B Atkinson & François Bourguignon, 2014. "Handbook of Income Distribution," Post-Print halshs-02923231, HAL.
    24. Emad Kazemzadeh & José Alberto Fuinhas & Matheus Koengkan, 2022. "The impact of income inequality and economic complexity on ecological footprint: an analysis covering a long-time span," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 11(2), pages 133-153, April.
    25. Matheus Koengkan, 2018. "The decline of environmental degradation by renewable energy consumption in the MERCOSUR countries: an approach with ARDL modeling," Environment Systems and Decisions, Springer, vol. 38(3), pages 415-425, September.
    26. Zheng, Xinwei & Su, Dan, 2017. "Impacts of oil price shocks on Chinese stock market liquidity," International Review of Economics & Finance, Elsevier, vol. 50(C), pages 136-174.
    27. Anton Nahman & Brian K. Mahumani & Willem J. de Lange, 2016. "Beyond GDP: Towards a Green Economy Index," Development Southern Africa, Taylor & Francis Journals, vol. 33(2), pages 215-233, March.
    28. Caner Demir & Raif Cergibozan & Adem Gök, 2019. "Income inequality and CO2 emissions: Empirical evidence from Turkey," Energy & Environment, , vol. 30(3), pages 444-461, May.
    29. Katsuya Ito, 2017. "CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries," International Economics, CEPII research center, issue 151, pages 1-6.
    30. Wang, Qiang & Hu, Sailan & Li, Rongrong, 2024. "Could information and communication technology (ICT) reduce carbon emissions? The role of trade openness and financial development," Telecommunications Policy, Elsevier, vol. 48(3).
    31. Mehdi Ben Jebli & Montassar Kahia, 2020. "The interdependence between CO2 emissions, economic growth, renewable and non-renewable energies, and service development: evidence from 65 countries," Climatic Change, Springer, vol. 162(2), pages 193-212, September.
    32. Atnafu Gebremeskel Sore & Isubalew Daba Ayana & Wondaferahu Mulugeta Demissie, 2024. "On the fiscal deficit and economic growth in sub-Saharan Africa: A new evidence from system GMM," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-20, July.
    33. Zaman, Shah & Zaman, Qamar uz & Zhang, Leilei & Wang, Zilong & Jehan, Noor, 2022. "Interaction between agricultural production, female employment, renewable energy, and environmental quality: Policy directions in context of developing economies," Renewable Energy, Elsevier, vol. 186(C), pages 288-298.
    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. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    2. Xiuqin Zhang & Xudong Shi & Yasir Khan & Taimoor Hassan & Mohamed Marie, 2023. "Carbon Neutrality Challenge: Analyse the Role of Energy Productivity, Renewable Energy, and Collaboration in Climate Mitigation Technology in OECD Economies," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    3. Dong, Kangyin & Hochman, Gal & Zhang, Yaqing & Sun, Renjin & Li, Hui & Liao, Hua, 2018. "CO2 emissions, economic and population growth, and renewable energy: Empirical evidence across regions," Energy Economics, Elsevier, vol. 75(C), pages 180-192.
    4. Zia Ul Haq & Usman Mehmood & Salman Tariq & Ayesha Mariam, 2024. "The Impacts of Globalization and GDP on CO2 Emissions: Do Technological Innovation and Renewable Energy Lower Some Burden in SAARC Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 15499-15522, December.
    5. Amir Iqbal & Xuan Tang & Samma Faiz Rasool, 2023. "Investigating the nexus between CO2 emissions, renewable energy consumption, FDI, exports and economic growth: evidence from BRICS countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(3), pages 2234-2263, March.
    6. Rasool, Samma Faiz & Zaman, Shah & Jehan, Noor & Chin, Tachia & Khan, Saleem & Zaman, Qamar uz, 2022. "Investigating the role of the tech industry, renewable energy, and urbanization in sustainable environment: Policy directions in the context of developing economies," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    7. Tiwari, Sunil & Mentel, Grzegorz & Si Mohammed, Kamel & Rehman, Mohd Ziaur & Lewandowska, Anna, 2024. "Unveiling the role of natural resources, energy transition and environmental policy stringency for sustainable environmental development: Evidence from BRIC +1," Resources Policy, Elsevier, vol. 96(C).
    8. Olatunji A. Shobande & Simplice A. Asongu, 2021. "Financial Development, Human Capital Development and Climate Change in East and Southern Africa," Working Papers 21/042, European Xtramile Centre of African Studies (EXCAS).
    9. Shrestha, Anil & Mustafa, Andy Ali & Htike, Myo Myo & You, Vithyea & Kakinaka, Makoto, 2022. "Evolution of energy mix in emerging countries: Modern renewable energy, traditional renewable energy, and non-renewable energy," Renewable Energy, Elsevier, vol. 199(C), pages 419-432.
    10. Hassan, Taimoor & Song, Huaming & Khan, Yasir & Kirikkaleli, Dervis, 2022. "Energy efficiency a source of low carbon energy sources? Evidence from 16 high-income OECD economies," Energy, Elsevier, vol. 243(C).
    11. Amir Iqbal & Wei Zhang & Sayeda Jahangir, 2025. "Building a Sustainable Future: The Nexus Between Artificial Intelligence, Renewable Energy, Green Human Capital, Geopolitical Risk, and Carbon Emissions Through the Moderating Role of Institutional Qu," Sustainability, MDPI, vol. 17(3), pages 1-40, January.
    12. Abdallah Abdul-Mumuni & John Kwaku Amoh & Abubakar Musah, 2024. "Asymmetric Nexus Between Industrial Production and Carbon Emissions: Empirics from Sub-Saharan Africa," Global Journal of Emerging Market Economies, Emerging Markets Forum, vol. 16(3), pages 392-410, September.
    13. Mohammed Musah & Yusheng Kong & Isaac Adjei Mensah & Stephen Kwadwo Antwi & Mary Donkor, 2021. "The connection between urbanization and carbon emissions: a panel evidence from West Africa," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 11525-11552, August.
    14. Ali, Qamar & Yaseen, Muhammad Rizwan & Anwar, Sofia & Makhdum, Muhammad Sohail Amjad & Khan, Muhammad Tariq Iqbal, 2021. "The impact of tourism, renewable energy, and economic growth on ecological footprint and natural resources: A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
    15. Jin, Taeyoung, 2022. "The evolutionary renewable energy and mitigation impact in OECD countries," Renewable Energy, Elsevier, vol. 189(C), pages 570-586.
    16. Tenaw, Dagmawe, 2025. "The dynamics of green energy, energy efficiency, economic productivity, and energy-driven emissions in SDG context: Is there a synergistic interplay?," Energy Economics, Elsevier, vol. 141(C).
    17. Ahsan Anwar & Avik Sinha & Arshian Sharif & Muhammad Siddique & Shoaib Irshad & Waseem Anwar & Summaira Malik, 2022. "The nexus between urbanization, renewable energy consumption, financial development, and CO2 emissions: evidence from selected Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(5), pages 6556-6576, May.
    18. Wang, Zhaohua & Bui, Quocviet & Zhang, Bin, 2020. "The relationship between biomass energy consumption and human development: Empirical evidence from BRICS countries," Energy, Elsevier, vol. 194(C).
    19. Lobna Abid & Sana Kacem & Haifa Saadaoui, 2024. "Addressing the Environmental Kuznets Curve in the West African Countries: Exploring the Roles of FDI, Corruption, and Renewable Energy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 20491-20515, December.
    20. Haitao Hou & Wei Lu & Bing Liu & Zeina Hassanein & Hamid Mahmood & Samia Khalid, 2023. "Exploring the Role of Fossil Fuels and Renewable Energy in Determining Environmental Sustainability: Evidence from OECD Countries," Sustainability, MDPI, vol. 15(3), pages 1-13, January.

    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:33:y:2025:i:3:p:3681-3700. 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.