IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v130y2024ics0140988324000495.html
   My bibliography  Save this article

Exploring the impact of macro-determinant factors on energy resource depletion: Evidence from a worldwide cross-country panel data analysis

Author

Listed:
  • Boţa-Avram, Cristina
  • Apostu, Simona Andreea
  • Ivan, Raluca
  • Achim, Monica Violeta

Abstract

The depletion of energy resources stands out as one of humanity's major challenges. Therefore, understanding the determinant factors that could potentially affect the depletion rate of energy resources is emerging as one of the main research interests of academics in this field, and this study intends to contribute by filling this gap. This paper aims to investigate the influence of different factors that can be categorised into six main categories, such as education, governance quality, sustainability, technological advancements, economic development, and health expenditures, on the depletion of energy resources in a large sample of 132 countries clustered according to their income level, for a 14-year period (2007–2020). To this end, we propose six composite indices that we developed to capture each of the six categories of macroeconomic factors. Following the panel data analysis conducted for each cluster of countries, classified based on World Bank income classification, our findings suggest that the most determinant factors for the energy depletion rate are education (for upper-middle income), governance quality (for high-income), technology advancements (for low-income), economic development (for high, upper-middle, and low-income), and health expenditures and diseases (for high, lower-middle, and low-income countries).

Suggested Citation

  • Boţa-Avram, Cristina & Apostu, Simona Andreea & Ivan, Raluca & Achim, Monica Violeta, 2024. "Exploring the impact of macro-determinant factors on energy resource depletion: Evidence from a worldwide cross-country panel data analysis," Energy Economics, Elsevier, vol. 130(C).
    • Handle: RePEc:eee:eneeco:v:130:y:2024:i:c:s0140988324000495
    DOI: 10.1016/j.eneco.2024.107341
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988324000495
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.eneco.2024.107341?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    2. Zhang, Yue-Jun, 2011. "Interpreting the dynamic nexus between energy consumption and economic growth: Empirical evidence from Russia," Energy Policy, Elsevier, vol. 39(5), pages 2265-2272, May.
    3. Farhani, Sahbi & Chaibi, Anissa & Rault, Christophe, 2014. "CO2 emissions, output, energy consumption, and trade in Tunisia," Economic Modelling, Elsevier, vol. 38(C), pages 426-434.
    4. Dias, Rubens A. & Mattos, Cristiano R. & Balestieri, Jose A. P., 2004. "Energy education: breaking up the rational energy use barriers," Energy Policy, Elsevier, vol. 32(11), pages 1339-1347, July.
    5. Umar, Muhammad & Ji, Xiangfeng & Mirza, Nawazish & Rahat, Birjees, 2021. "The impact of resource curse on banking efficiency: Evidence from twelve oil producing countries," Resources Policy, Elsevier, vol. 72(C).
    6. 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.
    7. Neudorfer, Natascha S., 2018. "Commodities and corruption – How the middle class and democratic institutions lead to less corruption in resource-rich countries," Resources Policy, Elsevier, vol. 58(C), pages 175-191.
    8. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    9. Shang, Yunfeng & Razzaq, Asif & Chupradit, Supat & Binh An, Nguyen & Abdul-Samad, Zulkiflee, 2022. "The role of renewable energy consumption and health expenditures in improving load capacity factor in ASEAN countries: Exploring new paradigm using advance panel models," Renewable Energy, Elsevier, vol. 191(C), pages 715-722.
    10. repec:ipg:wpaper:2014-582 is not listed on IDEAS
    11. Siyu Ren & Yu Hao & Haitao Wu, 2023. "Digitalization and environment governance: does internet development reduce environmental pollution?," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 66(7), pages 1533-1562, June.
    12. Sharma, Susan Sunila, 2011. "Determinants of carbon dioxide emissions: Empirical evidence from 69 countries," Applied Energy, Elsevier, vol. 88(1), pages 376-382, January.
    13. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    14. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei, 2018. "How does information and communication technology affect China's energy intensity? A three-tier structural decomposition analysis," Energy, Elsevier, vol. 151(C), pages 748-759.
    15. Marianna Succurro & Giuseppe Arcuri & Giuseppina Damiana Costanzo, 2019. "A combined approach based on robust PCA to improve bankruptcy forecasting," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 18(2), pages 296-320, May.
    16. Khan, Syed Abdul Rehman & Zaman, Khalid & Zhang, Yu, 2016. "The relationship between energy-resource depletion, climate change, health resources and the environmental Kuznets curve: Evidence from the panel of selected developed countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 468-477.
    17. Lan, Jing & Munro, Alistair, 2013. "Environmental compliance and human capital: Evidence from Chinese industrial firms," Resource and Energy Economics, Elsevier, vol. 35(4), pages 534-557.
    18. Ni, Zehua & Yang, Jingyi & Razzaq, Asif, 2022. "How do natural resources, digitalization, and institutional governance contribute to ecological sustainability through load capacity factors in highly resource-consuming economies?," Resources Policy, Elsevier, vol. 79(C).
    19. Ren, Siyu & Hao, Yu & Xu, Lu & Wu, Haitao & Ba, Ning, 2021. "Digitalization and energy: How does internet development affect China's energy consumption?," Energy Economics, Elsevier, vol. 98(C).
    20. Panait, Mirela & Apostu, Simona Andreea & Vasile, Valentina & Vasile, Razvan, 2022. "Is energy efficiency a robust driver for the new normal development model? A Granger causality analysis," Energy Policy, Elsevier, vol. 169(C).
    21. Al-Mulali, Usama & Ozturk, Ilhan, 2015. "The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region," Energy, Elsevier, vol. 84(C), pages 382-389.
    22. Wu Xiaoman & Abdul Majeed & Dinara G. Vasbieva & Claire Emilienne Wati Yameogo & Nazim Hussain, 2021. "Natural resources abundance, economic globalization, and carbon emissions: Advancing sustainable development agenda," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 1037-1048, September.
    23. Avom, Désiré & Nkengfack, Hilaire & Fotio, Hervé Kaffo & Totouom, Armand, 2020. "ICT and environmental quality in Sub-Saharan Africa: Effects and transmission channels," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    24. Liu, Haiying & Saleem, Muhammad Mansoor & Al-Faryan, Mamdouh Abdulaziz Saleh & Khan, Irfan & Zafar, Muhammad Wasif, 2022. "Impact of governance and globalization on natural resources volatility: The role of financial development in the Middle East North Africa countries," Resources Policy, Elsevier, vol. 78(C).
    25. Marcel Kohler, 2013. "CO2 Emissions, Energy Consumption, Income and Foreign Trade: A South African Perspective," Working Papers 356, Economic Research Southern Africa.
    26. Ugur Korkut Pata, 2021. "Do renewable energy and health expenditures improve load capacity factor in the USA and Japan? A new approach to environmental issues," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(9), pages 1427-1439, December.
    27. Olorunfemi Yasiru Alimi & Kazeem Bello Ajide & Wakeel Atanda Isola, 2020. "Environmental quality and health expenditure in ECOWAS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(6), pages 5105-5127, August.
    28. 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.
    29. Jahanger, Atif & Usman, Muhammad & Murshed, Muntasir & Mahmood, Haider & Balsalobre-Lorente, Daniel, 2022. "The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations," Resources Policy, Elsevier, vol. 76(C).
    30. repec:ipg:wpaper:201415 is not listed on IDEAS
    31. Ang, James B., 2007. "CO2 emissions, energy consumption, and output in France," Energy Policy, Elsevier, vol. 35(10), pages 4772-4778, October.
    32. 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.
    33. Philippe Bélanger & Marc-André Picard, 2018. "A multi-factor HJM and PCA approach to risk management of VIX futures," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 19(5), pages 524-547, October.
    34. Lutfi Abdul Razak & Mansor H. Ibrahim & Adam Ng, 2023. "Environment, social and governance (ESG) performance and CDS spreads: the role of country sustainability," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 24(5), pages 585-613, July.
    35. Umar, Muhammad & Mirza, Nawazish & Hasnaoui, Jamila Abaidi & Rochoń, Małgorzata Porada, 2022. "The nexus of carbon emissions, oil price volatility, and human capital efficiency," Resources Policy, Elsevier, vol. 78(C).
    36. Narayan, Paresh Kumar & Narayan, Seema, 2008. "Does environmental quality influence health expenditures? Empirical evidence from a panel of selected OECD countries," Ecological Economics, Elsevier, vol. 65(2), pages 367-374, April.
    37. Dias, Rubens Alves & Rios de Paula, Marília & Silva Rocha Rizol, Paloma Maria & Matelli, José Alexandre & Rodrigues de Mattos, Cristiano & Perrella Balestieri, José Antonio, 2021. "Energy education: Reflections over the last fifteen years," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    38. Kunofiwa Tsaurai & Bester Chimbo, 2019. "The Impact of Information and Communication Technology on Carbon Emissions in Emerging Markets," International Journal of Energy Economics and Policy, Econjournals, vol. 9(4), pages 320-326.
    39. Faten Ben Bouheni & Manish Tewari & Mouwafac Sidaoui & Amir Hasnaoui, 2023. "An econometric understanding of Fintech and operating performance," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 22(3), pages 329-352, May.
    40. Sinha, Avik & Sengupta, Tuhin & Saha, Tanaya, 2020. "Technology policy and environmental quality at crossroads: Designing SDG policies for select Asia Pacific countries," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    41. Hussain, Jamal & Khan, Anwar & Zhou, Kui, 2020. "The impact of natural resource depletion on energy use and CO2 emission in Belt & Road Initiative countries: A cross-country analysis," Energy, Elsevier, vol. 199(C).
    42. Chankrajang, Thanyaporn & Muttarak, Raya, 2017. "Green Returns to Education: Does Schooling Contribute to Pro-Environmental Behaviours? Evidence from Thailand," Ecological Economics, Elsevier, vol. 131(C), pages 434-448.
    43. Hossain, Mohammad Razib & Singh, Sanjeet & Sharma, Gagan Deep & Apostu, Simona-Andreea & Bansal, Pooja, 2023. "Overcoming the shock of energy depletion for energy policy? Tracing the missing link between energy depletion, renewable energy development and decarbonization in the USA," Energy Policy, Elsevier, vol. 174(C).
    44. Daniel Balsalobre‐Lorente & Oana M. Driha & George Halkos & Shekhar Mishra, 2022. "Influence of growth and urbanization on CO2 emissions: The moderating effect of foreign direct investment on energy use in BRICS," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(1), pages 227-240, February.
    45. Pata, Ugur Korkut & Isik, Cem, 2021. "Determinants of the load capacity factor in China: A novel dynamic ARDL approach for ecological footprint accounting," Resources Policy, Elsevier, vol. 74(C).
    46. Dogan, Eyup & Seker, Fahri, 2016. "Determinants of CO2 emissions in the European Union: The role of renewable and non-renewable energy," Renewable Energy, Elsevier, vol. 94(C), pages 429-439.
    47. Recep Ulucak & Danish & Salah Ud‐Din Khan, 2020. "Does information and communication technology affect CO2 mitigation under the pathway of sustainable development during the mode of globalization?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 857-867, July.
    48. repec:ipg:wpaper:2014-056 is not listed on IDEAS
    49. Abhishek Poddar & Sangita Choudhary & Aviral Kumar Tiwari & Arun Kumar Misra, 2023. "Interlinkages of market power, price and liquidity network in banks: evidence from an emerging economy," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 24(3), pages 285-315, April.
    50. Acheampong, Alex O., 2018. "Economic growth, CO2 emissions and energy consumption: What causes what and where?," Energy Economics, Elsevier, vol. 74(C), pages 677-692.
    51. Assi, Ala Fathi & Zhakanova Isiksal, Aliya & Tursoy, Turgut, 2020. "Highlighting the connection between financial development and consumption of energy in countries with the highest economic freedom," Energy Policy, Elsevier, vol. 147(C).
    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. Bouznit, Mohammed & Pablo-Romero, María del P., 2016. "CO2 emission and economic growth in Algeria," Energy Policy, Elsevier, vol. 96(C), pages 93-104.
    2. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
    3. Sofien, Tiba & Omri, Anis, 2016. "Literature survey on the relationships between energy variables, environment and economic growth," MPRA Paper 82555, University Library of Munich, Germany, revised 14 Sep 2016.
    4. Al-Mulali, Usama & Ozturk, Ilhan, 2015. "The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region," Energy, Elsevier, vol. 84(C), pages 382-389.
    5. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    6. Ni, Zehua & Yang, Jingyi & Razzaq, Asif, 2022. "How do natural resources, digitalization, and institutional governance contribute to ecological sustainability through load capacity factors in highly resource-consuming economies?," Resources Policy, Elsevier, vol. 79(C).
    7. Adebola Solarin, Sakiru & Al-Mulali, Usama & Ozturk, Ilhan, 2017. "Validating the environmental Kuznets curve hypothesis in India and China: The role of hydroelectricity consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1578-1587.
    8. Hanen Ragoubi & Zouheir Mighri, 2021. "Spillover effects of trade openness on CO2 emissions in middle‐income countries: A spatial panel data approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(3), pages 835-877, June.
    9. Ertugrul, Hasan Murat & Çetin, Murat & Şeker, Fahri & Dogan, Eyüp, 2015. "The impact of trade openness on global carbon dioxide emissions: Evidence from the top ten emitters among developing countries," MPRA Paper 97539, University Library of Munich, Germany, revised 10 Mar 2016.
    10. Tiba, Sofien & Omri, Anis, 2017. "Literature survey on the relationships between energy, environment and economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 1129-1146.
    11. Balsalobre-Lorente, Daniel & Abbas, Jaffar & He, Chang & Pilař, Ladislav & Shah, Syed Ale Raza, 2023. "Tourism, urbanization and natural resources rents matter for environmental sustainability: The leading role of AI and ICT on sustainable development goals in the digital era," Resources Policy, Elsevier, vol. 82(C).
    12. Xie, Xin & Mirza, Nawazish & Umar, Muhammad & Ji, Xiaoman, 2024. "Covid-19 and market discipline: Evidence from the banking sector in emerging markets," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 612-621.
    13. Hussain Ali Bekhet & Nor Salwati Othman & Tahira Yasmin, 2020. "Interaction Between Environmental Kuznet Curve and Urban Environment Transition Hypotheses in Malaysia," International Journal of Energy Economics and Policy, Econjournals, vol. 10(1), pages 384-402.
    14. José Carlos Araújo Amarante & Cássio da Nóbrega Besarria & Helson Gomes de Souza & Otoniel Rodrigues dos Anjos Junior, 2021. "The relationship between economic growth, renewable and nonrenewable energy use and CO2 emissions: empirical evidences for Brazil," Greenhouse Gases: Science and Technology, Blackwell Publishing, vol. 11(3), pages 411-431, June.
    15. Sun, Yunpeng & Guan, Weimin & Mehmood, Usman & Yang, Xiaodong, 2022. "Asymmetric impacts of natural resources on ecological footprints: Exploring the role of economic growth, FDI and renewable energy in G-11 countries," Resources Policy, Elsevier, vol. 79(C).
    16. 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.
    17. Usama Al-Mulali & Ilhan Ozturk & Hooi Lean, 2015. "The influence of economic growth, urbanization, trade openness, financial development, and renewable energy on pollution in Europe," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 79(1), pages 621-644, October.
    18. Yi, Ming & Liu, Yafen & Sheng, Mingyue Selena & Wen, Le, 2022. "Effects of digital economy on carbon emission reduction: New evidence from China," Energy Policy, Elsevier, vol. 171(C).
    19. Vural, Gulfer, 2020. "How do output, trade, renewable energy and non-renewable energy impact carbon emissions in selected Sub-Saharan African Countries?," Resources Policy, Elsevier, vol. 69(C).
    20. Saida Daly & Mohamed Abdouli, 2023. "The Nexus between Environmental Quality, Economic Growth, and Trade Openness in Saudi Arabia (1990-2017)," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 579-598, July.

    More about this item

    Keywords

    Energy depletion; Economic development; Health expenditures and diseases; Governance; Education; Composite indices;
    All these keywords.

    JEL classification:

    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • P48 - Political Economy and Comparative Economic Systems - - Other Economic Systems - - - Legal Institutions; Property Rights; Natural Resources; Energy; Environment; Regional Studies

    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:eee:eneeco:v:130:y:2024:i:c:s0140988324000495. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.