IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v86y2023ipbs0301420723008760.html
   My bibliography  Save this article

Implications for optimal abatement path through the deployment of natural resources, human development, and energy consumption in the era of digitalization

Author

Listed:
  • Jahanger, Atif
  • Usman, Muhammad
  • Kousar, Rakhshanda
  • Balsalobre-Lorente, Daniel

Abstract

As the International Energy Agency expects forecasts Brazil, Russia, India, China, and South Africa (BRICS) economies to convert contamination pivots in the near future, restructuring optimal abatement path for decarbonization has become imperatively vital for the concerned administrations. To this end, the main objective of this study is to recognize the indicators that can assist BRICS economies in monitoring their atmospheric toxic expulsions. In this regard, this study estimates the role of natural resources, human capital, renewable energy use and technological innovations on environmental pollution in BRICS economies from 1990 to 2020. After verifying the possible cross-sectional dependency, this study applied a battery of second-generation panel data approaches to estimate the reliable, consistent, robust and unbiased outcomes. Estimated outcomes reveal that natural resources rent is the only indicator which degrade the environmental quality. However, technological innovations, human capital, and renewable energy significantly protect the environmental eminence in the BRICS region. Additionally, panel Dumitrescu and Hurlin causality analysis establishes a unidirectional from technological innovations and from renewable energy to ecological footprint. Conversely, it is found a bidirectional causality link exists between human capital and ecological footprint, and finally, between renewable energy and human capital. Based on these estimated findings, numerous decarbonization policies are suggested for BRICS economies.

Suggested Citation

  • Jahanger, Atif & Usman, Muhammad & Kousar, Rakhshanda & Balsalobre-Lorente, Daniel, 2023. "Implications for optimal abatement path through the deployment of natural resources, human development, and energy consumption in the era of digitalization," Resources Policy, Elsevier, vol. 86(PB).
    • Handle: RePEc:eee:jrpoli:v:86:y:2023:i:pb:s0301420723008760
    DOI: 10.1016/j.resourpol.2023.104165
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420723008760
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2023.104165?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. Shahbaz, Muhammad & Song, Malin & Ahmad, Shabbir & Vo, Xuan Vinh, 2022. "Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China," Energy Economics, Elsevier, vol. 105(C).
    2. Ehigiamusoe, Kizito Uyi & Dogan, Eyup, 2022. "The role of interaction effect between renewable energy consumption and real income in carbon emissions: Evidence from low-income countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    3. Henderson, Kirsten & Loreau, Michel, 2023. "A model of Sustainable Development Goals: Challenges and opportunities in promoting human well-being and environmental sustainability," Ecological Modelling, Elsevier, vol. 475(C).
    4. Markus Eberhardt & Francis Teal, 2008. "Modeling Technology and Technological Change in Manufacturing: How do Countries Differ?," CSAE Working Paper Series 2008-12, Centre for the Study of African Economies, University of Oxford.
    5. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    6. Nathaniel, Solomon Prince & Yalçiner, Kürşat & Bekun, Festus Victor, 2021. "Assessing the environmental sustainability corridor: Linking natural resources, renewable energy, human capital, and ecological footprint in BRICS," Resources Policy, Elsevier, vol. 70(C).
    7. 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).
    8. Huang, Yongming & Ahmad, Maaz & Ali, Sher & Kirikkaleli, Dervis, 2022. "Does eco-innovation promote cleaner energy? Analyzing the role of energy price and human capital," Energy, Elsevier, vol. 239(PD).
    9. Yasmeen, Rizwana & Zhaohui, Cui & Hassan Shah, Wasi Ul & Kamal, Muhammad Abdul & Khan, Anwar, 2022. "Exploring the role of biomass energy consumption, ecological footprint through FDI and technological innovation in B&R economies: A simultaneous equation approach," Energy, Elsevier, vol. 244(PA).
    10. 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).
    11. Lee, Chi-Chuan & Zhang, Jian & Hou, Shanshuai, 2023. "The impact of regional renewable energy development on environmental sustainability in China," Resources Policy, Elsevier, vol. 80(C).
    12. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    13. Destek, Mehmet Akif & Aslan, Alper, 2020. "Disaggregated renewable energy consumption and environmental pollution nexus in G-7 countries," Renewable Energy, Elsevier, vol. 151(C), pages 1298-1306.
    14. 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.
    15. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    16. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    17. Ahmed, Zahoor & Asghar, Muhammad Mansoor & Malik, Muhammad Nasir & Nawaz, Kishwar, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Resources Policy, Elsevier, vol. 67(C).
    18. Pata, Ugur Korkut & Ertugrul, Hasan Murat, 2023. "Do the Kyoto Protocol, geopolitical risks, human capital and natural resources affect the sustainability limit? A new environmental approach based on the LCC hypothesis," Resources Policy, Elsevier, vol. 81(C).
    19. Dingru, Liu & Onifade, Stephen Taiwo & Ramzan, Muhammad & AL-Faryan, Mamdouh Abdulaziz Saleh, 2023. "Environmental perspectives on the impacts of trade and natural resources on renewable energy utilization in Sub-Sahara Africa: Accounting for FDI, income, and urbanization trends," Resources Policy, Elsevier, vol. 80(C).
    20. Zahoor Ahmed & Muhammad Mansoor Asghar & Muhammad Nasir Malik & Kishwar Nawaz, 2020. "Moving towards a sustainable environment: The dynamic linkage between natural resources, human capital, urbanization, economic growth, and ecological footprint in China," Post-Print hal-03557938, HAL.
    21. 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.
    22. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    23. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    24. 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.
    25. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "Does China's low-carbon city pilot intervention limit electricity consumption? An analysis of industrial energy efficiency using time-varying DID model," Energy Economics, Elsevier, vol. 121(C).
    26. Li, Jiaman & Dong, Kangyin & Wang, Kun & Dong, Xiucheng, 2023. "How does natural resource dependence influence carbon emissions? The role of environmental regulation," Resources Policy, Elsevier, vol. 80(C).
    27. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    28. Li, ChangZheng & Razzaq, Asif & Ozturk, Ilhan & Sharif, Arshian, 2023. "Natural resources, financial technologies, and digitalization: The role of institutional quality and human capital in selected OECD economies," Resources Policy, Elsevier, vol. 81(C).
    29. Luo, Jing & Ali, Syed Ahtsham & Aziz, Babar & Aljarba, Ahmed & Akeel, Hatem & Hanif, Imran, 2023. "Impact of natural resource rents and economic growth on environmental degradation in the context of COP-26: Evidence from low-income, middle-income, and high-income Asian countries," Resources Policy, Elsevier, vol. 80(C).
    30. Anastasia Chondrogianni & Pinelopi Tsalaporta, 2023. "Reversing environmental deterioration: the role of human capital in developing countries," Economic Change and Restructuring, Springer, vol. 56(3), pages 1585-1599, June.
    31. Lanre Ibrahim, Ridwan & Bello Ajide, Kazeem & Usman, Muhammad & Kousar, Rakhshanda, 2022. "Heterogeneous effects of renewable energy and structural change on environmental pollution in Africa: Do natural resources and environmental technologies reduce pressure on the environment?," Renewable Energy, Elsevier, vol. 200(C), pages 244-256.
    32. Saud, Shah & Haseeb, Abdul & Zafar, Muhammad Wasif & Li, Huiyun, 2023. "Articulating natural resource abundance, economic complexity, education and environmental sustainability in MENA countries: Evidence from advanced panel estimation," Resources Policy, Elsevier, vol. 80(C).
    33. Wei, Shuxin & Wei, Wenshan & Umut, Alican, 2023. "Do renewable energy consumption, technological innovation, and international integration enhance environmental sustainability in Brazil?," Renewable Energy, Elsevier, vol. 202(C), pages 172-183.
    34. Eberhardt, Markus & Bond, Stephen, 2009. "Cross-section dependence in nonstationary panel models: a novel estimator," MPRA Paper 17692, University Library of Munich, Germany.
    35. Arshian Sharif & Najia Saqib & Kangyin Dong & Syed Abdul Rehman Khan, 2022. "Nexus between green technology innovation, green financing, and CO2 emissions in the G7 countries: The moderating role of social globalisation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1934-1946, December.
    36. Raihan, Asif & Pavel, Monirul Islam & Muhtasim, Dewan Ahmed & Farhana, Sadia & Faruk, Omar & Paul, Arindrajit, 2023. "The role of renewable energy use, technological innovation, and forest cover toward green development: Evidence from Indonesia," Innovation and Green Development, Elsevier, vol. 2(1).
    37. Regueiro-Ferreira, Rosa María & Alonso-Fernández, Pablo, 2023. "Interaction between renewable energy consumption and dematerialization: Insights based on the material footprint and the Environmental Kuznets Curve," Energy, Elsevier, vol. 266(C).
    38. Danish, & Ulucak, Recep & Baloch, Muhammad Awais, 2023. "An empirical approach to the nexus between natural resources and environmental pollution: Do economic policy and environmental-related technologies make any difference?," Resources Policy, Elsevier, vol. 81(C).
    39. 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).
    40. Khezri, Mohsen & Heshmati, Almas & Khodaei, Mehdi, 2022. "Environmental implications of economic complexity and its role in determining how renewable energies affect CO2 emissions," Applied Energy, Elsevier, vol. 306(PB).
    41. 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.
    42. 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).
    43. Karakurt, Izzet & Aydin, Gokhan, 2023. "Development of regression models to forecast the CO2 emissions from fossil fuels in the BRICS and MINT countries," Energy, Elsevier, vol. 263(PA).
    44. Pei Xu & Penghao Ye & Atif Jahanger & Siwei Huang & Fan Zhao, 2023. "Can green credit policy reduce corporate carbon emission intensity: Evidence from China's listed firms," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2623-2638, September.
    45. Appiah, Michael & Li, Mingxing & Naeem, Muhammad Abubakr & Karim, Sitara, 2023. "Greening the globe: Uncovering the impact of environmental policy, renewable energy, and innovation on ecological footprint," Technological Forecasting and Social Change, Elsevier, vol. 192(C).
    46. Yang, Shubo & Jahanger, Atif & Hossain, Mohammad Razib, 2023. "How effective has the low-carbon city pilot policy been as an environmental intervention in curbing pollution? Evidence from Chinese industrial enterprises," Energy Economics, Elsevier, vol. 118(C).
    47. 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).
    48. 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.
    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. Qing, Lingli & Usman, Muhammad & Radulescu, Magdalena & Haseeb, Mohammad, 2024. "Towards the vision of going green in South Asian region: The role of technological innovations, renewable energy and natural resources in ecological footprint during globalization mode," Resources Policy, Elsevier, vol. 88(C).
    2. Ashraf, Muhammad Zubair & Wei, Wei & Usman, Muhammad & Mushtaq, Shahid, 2024. "How can natural resource dependence, environmental-related technologies and digital trade protect the environment: Redesigning SDGs policies for sustainable environment?," Resources Policy, Elsevier, vol. 88(C).
    3. Qing, Lingli & Li, Peng & Mehmood, Usman & Dagestani, Abd Alwahed, 2024. "Uncovering the potential impacts of financial inclusion and human development on ecological sustainability in the presence of natural resources and government stability: Evidence from G-20 nations," Resources Policy, Elsevier, vol. 88(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. Jahanger, Atif & Hossain, Mohammad Razib & Usman, Muhammad & Chukwuma Onwe, Joshua, 2023. "Recent scenario and nexus between natural resource dependence, energy use and pollution cycles in BRICS region: Does the mediating role of human capital exist?," Resources Policy, Elsevier, vol. 81(C).
    2. Ahakwa, Isaac & Xu, Yi & Tackie, Evelyn Agba & Odai, Leslie Afotey & Sarpong, Francis Atta & Korankye, Benard & Ofori, Elvis Kwame, 2023. "Do natural resources and green technological innovation matter in addressing environmental degradation? Evidence from panel models robust to cross-sectional dependence and slope heterogeneity," Resources Policy, Elsevier, vol. 85(PB).
    3. Qing, Lingli & Usman, Muhammad & Radulescu, Magdalena & Haseeb, Mohammad, 2024. "Towards the vision of going green in South Asian region: The role of technological innovations, renewable energy and natural resources in ecological footprint during globalization mode," Resources Policy, Elsevier, vol. 88(C).
    4. 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).
    5. Aytun, Cengiz & Erdogan, Sinan & Pata, Ugur Korkut & Cengiz, Orhan, 2024. "Associating environmental quality, human capital, financial development and technological innovation in 19 middle-income countries: A disaggregated ecological footprint approach," Technology in Society, Elsevier, vol. 76(C).
    6. Chen, Jie & Huang, Shoujun & Kamran, Hafiz Waqas, 2023. "Empowering sustainability practices through energy transition for sustainable development goal 7: The role of energy patents and natural resources among European Union economies through advanced panel," Energy Policy, Elsevier, vol. 176(C).
    7. Ashraf, Muhammad Zubair & Wei, Wei & Usman, Muhammad & Mushtaq, Shahid, 2024. "How can natural resource dependence, environmental-related technologies and digital trade protect the environment: Redesigning SDGs policies for sustainable environment?," Resources Policy, Elsevier, vol. 88(C).
    8. 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.
    9. Destek, Gamze & Hossain, Mohammad Razib & Aydın, Sercan & Destek, Mehmet Akif, 2023. "Can the resource curse be reversed through financialization, human capital, and institutional quality? Evidence from Sustainable Development Index," Resources Policy, Elsevier, vol. 86(PB).
    10. 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).
    11. Appiah, Michael & Li, Mingxing & Sehrish, Saba & Abaji, Emad Eddin, 2023. "Investigating the connections between innovation, natural resource extraction, and environmental pollution in OECD nations; examining the role of capital formation," Resources Policy, Elsevier, vol. 81(C).
    12. Guan, Zepeng & Hossain, Mohammad Razib & Sheikh, Muhammad Ramzan & Khan, Zeeshan & Gu, Xiao, 2023. "Unveiling the interconnectedness between energy-related GHGs and pro-environmental energy technology: Lessons from G-7 economies with MMQR approach," Energy, Elsevier, vol. 281(C).
    13. Shahbaz, Muhammad & Nwani, Chinazaekpere & Bekun, Festus Victor & Gyamfi, Bright Akwasi & Agozie, Divine Q., 2022. "Discerning the role of renewable energy and energy efficiency in finding the path to cleaner consumption and production patterns: New insights from developing economies," Energy, Elsevier, vol. 260(C).
    14. Ahmad, Mahmood & Ahmed, Zahoor & Khan, Sana Akbar & Alvarado, Rafael, 2023. "Towards environmental sustainability in E−7 countries: Assessing the roles of natural resources, economic growth, country risk, and energy transition," Resources Policy, Elsevier, vol. 82(C).
    15. Guitao Qiao & Dan Yang & Mahmood Ahmad & Zahoor Ahmed, 2022. "Modeling for Insights: Does Fiscal Decentralization Impede Ecological Footprint?," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
    16. Usman, Muhammad & Jahanger, Atif & Makhdum, Muhammad Sohail Amjad & Balsalobre-Lorente, Daniel & Bashir, Adnan, 2022. "How do financial development, energy consumption, natural resources, and globalization affect Arctic countries' economic growth and environmental quality? An advanced panel data simulation," Energy, Elsevier, vol. 241(C).
    17. 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).
    18. Gyamfi, Bright Akwasi & Agozie, Divine Q. & Bekun, Festus Victor, 2022. "Can technological innovation, foreign direct investment and natural resources ease some burden for the BRICS economies within current industrial era?," Technology in Society, Elsevier, vol. 70(C).
    19. Chopra, Ritika & Magazzino, Cosimo & Shah, Muhammad Ibrahim & Sharma, Gagan Deep & Rao, Amar & Shahzad, Umer, 2022. "The role of renewable energy and natural resources for sustainable agriculture in ASEAN countries: Do carbon emissions and deforestation affect agriculture productivity?," Resources Policy, Elsevier, vol. 76(C).
    20. Usman, Muhammad & Balsalobre-Lorente, Daniel & Jahanger, Atif & Ahmad, Paiman, 2022. "Pollution concern during globalization mode in financially resource-rich countries: Do financial development, natural resources, and renewable energy consumption matter?," Renewable Energy, Elsevier, vol. 183(C), pages 90-102.

    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:jrpoli:v:86:y:2023:i:pb:s0301420723008760. 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/inca/30467 .

    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.