IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v86y2023ipas0301420723009078.html
   My bibliography  Save this article

The integration of technological advancements in fossil fuels towards environmental sustainability: Insights from big data analytics

Author

Listed:
  • Lu, Tan
  • Xiao, Xiaolan
  • Yu, Huaying
  • Ren, Daowen

Abstract

The purpose of this paper is to examine the impact of fossil fuel energy consumption and the utilization of big data technology on the green growth index of 672 companies listed on the Nasdaq in the United States. The study analyzes annual data from 2010 to 2019 using the CUP-FM (continuously updated fully modified) estimator. The findings indicate that a 1% increase in the use of big data technology results in a 1.61% improvement in the sustainable growth of these companies. Furthermore, the cost of information and communication technology is identified as the main driver of green growth. Specifically, a 1% increase in the stock price of listed companies leads to a 0.06% decrease in the sustainable growth index. Additionally, a 1% increase in the cost of fossil fuel consumption leads to a 0.034% decrease in the sustainable growth index of American listed companies. The recommended policy measures include the integration of big data technology, fintech, and cryptocurrencies, the expansion of green research and development, and the enhancement of the resilience index of companies.

Suggested Citation

  • Lu, Tan & Xiao, Xiaolan & Yu, Huaying & Ren, Daowen, 2023. "The integration of technological advancements in fossil fuels towards environmental sustainability: Insights from big data analytics," Resources Policy, Elsevier, vol. 86(PA).
    • Handle: RePEc:eee:jrpoli:v:86:y:2023:i:pa:s0301420723009078
    DOI: 10.1016/j.resourpol.2023.104196
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420723009078
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.resourpol.2023.104196?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. 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.
    2. 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.
    3. Dong, Xianjing & Zhang, Xiaojuan & Zhang, Congcong & Bi, Chunyu, 2023. "Building sustainability education for green recovery in the energy resource sector: A cross country analysis," Resources Policy, Elsevier, vol. 81(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. Zhao, Linhai & Rasoulinezhad, Ehsan, 2023. "Role of natural resources utilization efficiency in achieving green economic recovery: Evidence from BRICS countries," Resources Policy, Elsevier, vol. 80(C).
    6. Zhang, Shikun & Anser, Muhammad Khalid & Yao-Ping Peng, Michael & Chen, Chunchun, 2023. "Visualizing the sustainable development goals and natural resource utilization for green economic recovery after COVID-19 pandemic," Resources Policy, Elsevier, vol. 80(C).
    7. Saeed, Abubakr & Riaz, Hammad & Baloch, Muhammad Saad, 2022. "Does big data utilization improve firm legitimacy?," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    8. Frees, Edward W., 1995. "Assessing cross-sectional correlation in panel data," Journal of Econometrics, Elsevier, vol. 69(2), pages 393-414, October.
    9. Razzaq, Asif & Yang, Xiaodong, 2023. "Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    10. Bai, Jushan & Kao, Chihwa & Ng, Serena, 2009. "Panel cointegration with global stochastic trends," Journal of Econometrics, Elsevier, vol. 149(1), pages 82-99, April.
    11. Koasidis, Konstantinos & Nikas, Alexandros & Van de Ven, Dirk-Jan & Xexakis, Georgios & Forouli, Aikaterini & Mittal, Shivika & Gambhir, Ajay & Koutsellis, Themistoklis & Doukas, Haris, 2022. "Towards a green recovery in the EU: Aligning further emissions reductions with short- and long-term energy-sector employment gains," Energy Policy, Elsevier, vol. 171(C).
    12. Liu, Ying, 2023. "How does economic recovery impact green finance and renewable energy in Asian economies," Renewable Energy, Elsevier, vol. 208(C), pages 538-545.
    13. Nader Mostaghimi & Ehsan Rasoulinezhad, 2022. "Energy Transition and Environmental Sustainability in Iran: Pros and Cons Through SWOT Analysis Approach," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 24(04), pages 1-27, December.
    14. Wan, Qilong & Qian, Jine & Baghirli, Araz & Aghayev, Aligul, 2022. "Green finance and carbon reduction: Implications for green recovery," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 901-913.
    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. Shen, Lihua & Zhang, Zhibin & Yang, Qin, 2024. "Is e-commerce capable to promote mineral resources? Evidence for Belt and Road Initiative countries," Resources Policy, Elsevier, vol. 88(C).
    2. Yiping Zheng & Qinyu Xu & Qianrong Wang, 2024. "How is energy transition shaping a path to common prosperity and sustainable economic growth?," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-16, April.
    3. Tang, Wenguang & Mai, Liuqing & Li, Meifeng, 2023. "Green innovation and resource efficiency to meet net-zero emission," Resources Policy, Elsevier, vol. 86(PB).
    4. Xu, Jiaqi & Zhao, Jingfeng & Liu, Wen, 2023. "A comparative study of renewable and fossil fuels energy impacts on green development in Asian countries with divergent income inequality," Resources Policy, Elsevier, vol. 85(PA).
    5. 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.
    6. Qian Zhang & Linlin Sun & Jian Xu, 2024. "Can the sports industry foster the transition to net-zero and green growth?," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-16, June.
    7. Zheng Fang & Jiang Yu, 2020. "The role of human capital in energy-growth nexus: an international evidence," Empirical Economics, Springer, vol. 58(3), pages 1225-1247, March.
    8. Ma, Xuewen & Zhang, Dongming, 2023. "Digitalization of the economy for fossil fuels efficiency and carbon neutrality," Resources Policy, Elsevier, vol. 86(PA).
    9. Yang, Jinghang & Xing, Yuanyuan & Han, Yuanyuan, 2023. "Utilization of E-commerce for fossil fuels allocation and green recovery," Resources Policy, Elsevier, vol. 85(PB).
    10. Ahmad, Mahmood & Peng, Tao & Awan, Ashar & Ahmed, Zahoor, 2023. "Policy framework considering resource curse, renewable energy transition, and institutional issues: Fostering sustainable development and sustainable natural resource consumption practices," Resources Policy, Elsevier, vol. 86(PB).
    11. Tong, Tingting & Yu, T. Edward, 2018. "Transportation and economic growth in China: A heterogeneous panel cointegration and causality analysis," Journal of Transport Geography, Elsevier, vol. 73(C), pages 120-130.
    12. Liu, Yiou & Yu, Yang & Huang, Yingfei & Guan, Weimin, 2024. "Utilizing the resources efficiency: Evidence from the impacts of media industry and digitalization," Resources Policy, Elsevier, vol. 88(C).
    13. Li, Yunfa & Liu, Fawei, 2023. "Assessment of impacts of land and electricity prices on mineral efficiency," Resources Policy, Elsevier, vol. 86(PB).
    14. Saidi, Hichem & El Montasser, Ghassen & Ajmi, Noomen, 2018. "Renewable Energy, Quality of Institutions and Economic Growth in MENA Countries: a Panel Cointegration Approach," MPRA Paper 84055, University Library of Munich, Germany.
    15. Chishti, Muhammad Zubair & Patel, Ritesh, 2023. "Breaking the climate deadlock: Leveraging the effects of natural resources on climate technologies to achieve COP26 targets," Resources Policy, Elsevier, vol. 82(C).
    16. Xiao, Zunlan & Duritan, Mary Josephine M. & Jia, Ruoya, 2024. "Resourceful futures: Integrating responsible mining and green education for sustainable development in developing and emerging economies," Resources Policy, Elsevier, vol. 88(C).
    17. Belaïd, Fateh & Zrelli, Maha Harbaoui, 2019. "Renewable and non-renewable electricity consumption, environmental degradation and economic development: Evidence from Mediterranean countries," Energy Policy, Elsevier, vol. 133(C).
    18. Hu, Nan & Zheng, Bing, 2023. "Natural resources, education, and green economic development," Resources Policy, Elsevier, vol. 86(PB).
    19. Zhao, Wei & Liu, Yishu & Huang, Lihua, 2022. "Estimating environmental Kuznets Curve in the presence of eco-innovation and solar energy: An analysis of G-7 economies," Renewable Energy, Elsevier, vol. 189(C), pages 304-314.
    20. Talan, Amogh & Rao, Amar & Sharma, Gagan Deep & Apostu, Simona-Andreea & Abbas, Shujaat, 2023. "Transition towards clean energy consumption in G7: Can financial sector, ICT and democracy help?," Resources Policy, Elsevier, vol. 82(C).

    More about this item

    Keywords

    Fossil fuels utilization; Big data technology; Renewable growth; Energy expenditure;
    All these keywords.

    JEL classification:

    • H21 - Public Economics - - Taxation, Subsidies, and Revenue - - - Efficiency; Optimal Taxation
    • N71 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - U.S.; Canada: Pre-1913
    • Q26 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Recreational Aspects of Natural Resources

    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:jrpoli:v:86:y:2023:i:pa:s0301420723009078. 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.