IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i3p1449-d735921.html
   My bibliography  Save this article

Evaluating the Influences of Natural Resources and Ageing People on CO 2 Emissions in G-11 Nations: Application of CS-ARDL Approach

Author

Listed:
  • Usman Mehmood

    (Department of Political Science, University of Management and Technology, Lahore 54770, Pakistan
    Remote Sensing, GIS and Climatic Research Lab (National Center of GIS and Space Applications), Centre for Remote Sensing, University of the Punjab, Lahore 54590, Pakistan)

  • Ephraim Bonah Agyekum

    (Department of Nuclear and Renewable Energy, Ural Federal University Named after the First President of Russia Boris, 19 Mira Street, 620002 Ekaterinburg, Russia)

  • Solomon Eghosa Uhunamure

    (Faculty of Applied Sciences, Cape Peninsula University of Technology, P.O. Box 652, Cape Town 8000, South Africa)

  • Karabo Shale

    (Faculty of Applied Sciences, Cape Peninsula University of Technology, P.O. Box 652, Cape Town 8000, South Africa)

  • Ayesha Mariam

    (Remote Sensing, GIS and Climatic Research Lab (National Center of GIS and Space Applications), Centre for Remote Sensing, University of the Punjab, Lahore 54590, Pakistan)

Abstract

Globalization as well as the ratio of ageing people in the group of 11 (G-11) countries has seen a rapid increase in recent years. Therefore, this study aims to provide effective policy recommendations for sustainable development goals 13, 8, and 7, for the G-11 countries. This work estimates the impact of natural resources and the ageing population on the emission of carbon dioxide (CO 2 ) in G-11 countries using panel data from 1990–2020. For empirical results, second-generation methods were applied. The Westerlund co-integration test that assesses co-integration confirms the firm association among the parameters, and the values of coefficient of the cross-sectional autoregressive distributed lag (CS-ARDL) approach show that a 1% increase in the ageing population will lower the emissions of CO 2 by 13.41% among G-11 countries. Moreover, the findings show that there exists an environmental Kuznets curve (EKC) among natural resources, globalization, economic growth, ageing people, and the emission of CO 2 . Based on the findings, this work presents some important policy implications for achieving sustainable growth in the G-11 countries. These countries need to lower the amount of energy obtained from fossil fuels to improve air quality.

Suggested Citation

  • Usman Mehmood & Ephraim Bonah Agyekum & Solomon Eghosa Uhunamure & Karabo Shale & Ayesha Mariam, 2022. "Evaluating the Influences of Natural Resources and Ageing People on CO 2 Emissions in G-11 Nations: Application of CS-ARDL Approach," IJERPH, MDPI, vol. 19(3), pages 1-14, January.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:3:p:1449-:d:735921
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/3/1449/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/19/3/1449/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brunnschweiler, Christa N. & Bulte, Erwin H., 2008. "The resource curse revisited and revised: A tale of paradoxes and red herrings," Journal of Environmental Economics and Management, Elsevier, vol. 55(3), pages 248-264, May.
    2. Dalton, Michael & O'Neill, Brian & Prskawetz, Alexia & Jiang, Leiwen & Pitkin, John, 2008. "Population aging and future carbon emissions in the United States," Energy Economics, Elsevier, vol. 30(2), pages 642-675, March.
    3. Joakim Westerlund & David L. Edgerton, 2008. "A Simple Test for Cointegration in Dependent Panels with Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(5), pages 665-704, October.
    4. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    5. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    6. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    7. Tomiwa Sunday Adebayo & Mary Oluwatoyin Agboola & Husam Rjoub & Ibrahim Adeshola & Ephraim Bonah Agyekum & Nallapaneni Manoj Kumar, 2021. "Linking Economic Growth, Urbanization, and Environmental Degradation in China: What Is the Role of Hydroelectricity Consumption?," IJERPH, MDPI, vol. 18(13), pages 1-14, June.
    8. Philippe Thalmann, 2004. "The Public Acceptance of Green Taxes: 2 Million Voters Express Their Opinion," Public Choice, Springer, vol. 119(1_2), pages 179-217, April.
    9. Claudio Bravo-Ortega & Jose De Gregorio, 2002. "The Relative Richness of the Poor? Natural Resources, Human Capital and Economic Growth," Working Papers Central Bank of Chile 139, Central Bank of Chile.
    10. Tijjani Musa Adamu & Ihtisham ul Haq & Muhammad Shafiq, 2019. "Analyzing the Impact of Energy, Export Variety, and FDI on Environmental Degradation in the Context of Environmental Kuznets Curve Hypothesis: A Case Study of India," Energies, MDPI, vol. 12(6), pages 1-18, March.
    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. Hamza, Neveen & Gilroy, Rose, 2011. "The challenge to UK energy policy: An ageing population perspective on energy saving measures and consumption," Energy Policy, Elsevier, vol. 39(2), pages 782-789, February.
    13. Shahbaz, Muhammad & Destek, Mehmet Akif & Okumus, Ilyas & Sinha, Avik, 2019. "An empirical note on comparison between resource abundance and resource dependence in resource abundant countries," Resources Policy, Elsevier, vol. 60(C), pages 47-55.
    14. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    15. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    16. Balsalobre, Daniel & Sinha, Avik & Driha, Oana M. & Shujaat Mubarik, Muhammad, 2021. "Assessing the Impacts of Ageing and Natural Resource Extraction on Carbon Emissions: A proposed Policy Framework for European Economies," MPRA Paper 108159, University Library of Munich, Germany, revised 2021.
    17. Torras, Mariano & Boyce, James K., 1998. "Income, inequality, and pollution: a reassessment of the environmental Kuznets Curve," Ecological Economics, Elsevier, vol. 25(2), pages 147-160, May.
    18. 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.
    19. Axel Dreher, 2006. "Does globalization affect growth? Evidence from a new index of globalization," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1091-1110.
    20. Sinha, Avik & Gupta, Monika & Shahbaz, Muhammad & Sengupta, Tuhin, 2019. "Impact of Corruption in Public Sector on Environmental Quality: Implications for Sustainability in BRICS and Next 11 Countries," MPRA Paper 94357, University Library of Munich, Germany, revised 05 Jun 2019.
    21. Çoban, Serap & Topcu, Mert, 2013. "The nexus between financial development and energy consumption in the EU: A dynamic panel data analysis," Energy Economics, Elsevier, vol. 39(C), pages 81-88.
    22. Shi, Anqing, 2003. "The impact of population pressure on global carbon dioxide emissions, 1975-1996: evidence from pooled cross-country data," Ecological Economics, Elsevier, vol. 44(1), pages 29-42, February.
    23. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    24. Liddle, Brantley & Lung, Sidney, 2010. "Age-Structure, Urbanization, and Climate Change in Developed Countries: Revisiting STIRPAT for Disaggregated Population and Consumption-Related Environmental Impacts," MPRA Paper 59579, University Library of Munich, Germany.
    25. Menz, Tobias & Welsch, Heinz, 2012. "Population aging and carbon emissions in OECD countries: Accounting for life-cycle and cohort effects," Energy Economics, Elsevier, vol. 34(3), pages 842-849.
    26. Liddle, Brantley, 2018. "Consumption-based accounting and the trade-carbon emissions nexus," Energy Economics, Elsevier, vol. 69(C), pages 71-78.
    27. Menz, Tobias & Welsch, Heinz, 2010. "Population aging and environmental preferences in OECD countries: The case of air pollution," Ecological Economics, Elsevier, vol. 69(12), pages 2582-2589, October.
    28. A. Kahuthu, 2006. "Economic Growth and Environmental Degradation in a Global Context," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 8(1), pages 55-68, February.
    29. Tomiwa Sunday Adebayo & Abraham Ayobamiji Awosusi & Seun Damola Oladipupo & Ephraim Bonah Agyekum & Arunkumar Jayakumar & Nallapaneni Manoj Kumar, 2021. "Dominance of Fossil Fuels in Japan’s National Energy Mix and Implications for Environmental Sustainability," IJERPH, MDPI, vol. 18(14), pages 1-20, July.
    30. Sinha, Avik & Shahbaz, Muhammad & Balsalobre, Daniel, 2017. "Exploring the Relationship between Energy Usage Segregation and Environmental Degradation in N-11 Countries," MPRA Paper 81212, University Library of Munich, Germany, revised 07 Sep 2017.
    31. Shahbaz, Muhammad & Ozturk, Ilhan & Afza, Talat & Ali, Amjad, 2013. "Revisiting the environmental Kuznets curve in a global economy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 494-502.
    32. Kamrul Hassan & Ruhul Salim, 2015. "Population ageing, income growth and CO2emission," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 42(1), pages 54-67, January.
    33. Shahbaz, Muhammad & Mallick, Hrushikesh & Kumar, Mantu & Loganathan, Nanthakumar, 2015. "Does Globalization Impede Environmental Quality in India?," MPRA Paper 67285, University Library of Munich, Germany, revised 15 Oct 2015.
    34. Brantley Liddle, 2018. "Consumption-Based Accounting and the Trade-Carbon Emissions Nexus in Asia: A Heterogeneous, Common Factor Panel Analysis," Sustainability, MDPI, vol. 10(10), pages 1-13, October.
    35. Shahbaz, Muhammad & Balsalobre, Daniel & Shahzad, Syed Jawad Hussain, 2018. "The Influencing Factors of CO2 Emissions and the Role of Biomass Energy Consumption: Statistical Experience from G-7 Countries," MPRA Paper 87456, University Library of Munich, Germany, revised 14 Jun 2018.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang, Zhen & Hu, Difei & Sami, Fariha & Uktamov, Khusniddin Fakhriddinovich, 2023. "Revisiting China's natural resources-growth-emissions nexus: Education expenditures and renewable energy innovation," Resources Policy, Elsevier, vol. 85(PA).
    2. Liguo, Xin & Ahmad, Manzoor & Khan, Shehzad & Haq, Zahoor Ul & Khattak, Shoukat Iqbal, 2023. "Evaluating the role of innovation in hybrid electric vehicle-related technologies to promote environmental sustainability in knowledge-based economies," Technology in Society, Elsevier, vol. 74(C).
    3. Peng, Li & Li, Yongchang & Raza, Syed Ali & Shahzadi, Irum, 2023. "Natural resources and environmental sustainability: COP26 targets from resources-based perspective," Resources Policy, Elsevier, vol. 83(C).
    4. Hussain, Muzzammil & Lu, Tongrui & Chengang, Ye & Wang, Yiwen, 2023. "Role of economic policies, renewable energy consumption, and natural resources to limit carbon emissions in top five polluted economies," Resources Policy, Elsevier, vol. 83(C).

    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. Balsalobre, Daniel & Sinha, Avik & Driha, Oana M. & Shujaat Mubarik, Muhammad, 2021. "Assessing the Impacts of Ageing and Natural Resource Extraction on Carbon Emissions: A proposed Policy Framework for European Economies," MPRA Paper 108159, University Library of Munich, Germany, revised 2021.
    2. Bright Akwasi Gyamfi & Tomiwa Sunday Adebayo & Festus Victor Bekun & Mary Oluwatoyin Agboola, 2023. "Sterling insights into natural resources intensification, ageing population and globalization on environmental status in Mediterranean countries," Energy & Environment, , vol. 34(5), pages 1471-1491, August.
    3. Muhammad Shahbaz & Avik Sinha, 2019. "Environmental Kuznets curve for CO2emissions: a literature survey," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 106-168, January.
    4. Rajesh Sharma & Muhammad Shahbaz & Pradeep Kautish & Xuan Vinh Vo, 2023. "Diversified imports as catalysts for ecological footprint: examining the BRICS experience," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3153-3181, April.
    5. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
    6. Shahbaz, Muhammad & Sinha, Avik, 2019. "Environmental Kuznets Curve for CO2 emission: A survey of empirical literature," MPRA Paper 100257, University Library of Munich, Germany, revised 2019.
    7. Li, Xuelin & Yang, Lin, 2023. "Natural resources, remittances and carbon emissions: A Dutch Disease perspective with remittances for South Asia," Resources Policy, Elsevier, vol. 85(PB).
    8. Yang, Shuangpeng & umar, Muhammad, 2022. "How globalization is reshaping the environmental quality in G7 economies in the presence of renewable energy initiatives?," Renewable Energy, Elsevier, vol. 193(C), pages 128-135.
    9. 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.
    10. Zhang, Chuanguo & Tan, Zheng, 2016. "The relationships between population factors and China's carbon emissions: Does population aging matter?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1018-1025.
    11. Wang, Kun & Rehman, Mubeen Abdur & Fahad, Shah & Linzhao, Zeng, 2023. "Unleashing the influence of natural resources, sustainable energy and human capital on consumption-based carbon emissions in G-7 Countries," Resources Policy, Elsevier, vol. 81(C).
    12. Norazah Mohd Suki & Norbayah Mohd Suki & Arshian Sharif & Sahar Afshan, 2021. "The role of logistics performance for sustainable development in top Asian countries: Evidence from advance panel estimations," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 595-606, July.
    13. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    14. Le Hoang Phong, 2019. "Globalization, Financial Development, and Environmental Degradation in the Presence of Environmental Kuznets Curve: Evidence from ASEAN-5 Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 9(2), pages 40-50.
    15. Chulin Pan & Huayi Wang & Hongpeng Guo & Hong Pan, 2021. "How Do the Population Structure Changes of China Affect Carbon Emissions? An Empirical Study Based on Ridge Regression Analysis," Sustainability, MDPI, vol. 13(6), pages 1-16, March.
    16. Shahbaz, Muhammad & Shahzad, Syed Jawad Hussain & Kumar, Mantu, 2017. "Is Globalization Detrimental to CO2 Emissions in Japan? New Threshold Analysis," MPRA Paper 82413, University Library of Munich, Germany, revised 03 Nov 2017.
    17. Menz, Tobias & Welsch, Heinz, 2012. "Population aging and carbon emissions in OECD countries: Accounting for life-cycle and cohort effects," Energy Economics, Elsevier, vol. 34(3), pages 842-849.
    18. Muhammad Shahbaz & Avik Sinha & Andreas Kontoleon, 2022. "Decomposing scale and technique effects of economic growth on energy consumption: Fresh evidence from developing economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 1848-1869, April.
    19. Sinha, Avik & Shahbaz, Muhammad & Balsalobre, Daniel, 2017. "Exploring the Relationship between Energy Usage Segregation and Environmental Degradation in N-11 Countries," MPRA Paper 81212, University Library of Munich, Germany, revised 07 Sep 2017.
    20. Balsalobre-Lorente, Daniel & Driha, Oana M. & Shahbaz, Muhammad & Sinha, Avik, 2020. "The effects of tourism and globalization over environmental degradation in developed countries," MPRA Paper 100092, University Library of Munich, Germany.

    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:gam:jijerp:v:19:y:2022:i:3:p:1449-:d:735921. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.