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Promoting mineral resources consumption efficiency: Evidence from technology of big data

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  • Wang, Jing
  • Yu, Huaying
  • Ren, Daowen
  • Zhang, Jocelyn

Abstract

Scholars hold differing views on the topic of mineral resource efficiency. This paper explores the application of big data to enhance mineral resource efficiency within the context of 500 Chinese companies listed on the Shanghai Stock Exchange between 2010 and 2019. The research methodology employs panel data, consisting of 5000 observations, and employs the Autoregressive Distributed Lag approach for estimation. The study reveals that the incorporation of big data has a positive, enduring impact on the mineral resource efficiency of the selected Chinese firms. Specifically, a 1% increase in big data utilization corresponds to a 0.43% enhancement in mineral resource efficiency. Furthermore, stock prices, environmental investments, and transparency indices play pivotal roles in advancing the objective of improving mineral resource consumption efficiency among these Chinese enterprises. On the contrary, the tax burden has an adverse influence on their resource consumption efficiency. To promote mineral resource efficiency through big data technology, practical policies are recommended. These include fostering sustainable ICT education, developing IT-driven resource management solutions, and supporting the advancement of environmentally-friendly technologies within the mining industry.

Suggested Citation

  • Wang, Jing & Yu, Huaying & Ren, Daowen & Zhang, Jocelyn, 2023. "Promoting mineral resources consumption efficiency: Evidence from technology of big data," Resources Policy, Elsevier, vol. 86(PB).
  • Handle: RePEc:eee:jrpoli:v:86:y:2023:i:pb:s0301420723009212
    DOI: 10.1016/j.resourpol.2023.104210
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    as
    1. Farhad Taghizadeh-Hesary & Ehsan Rasoulinezhad & Han Phoumin, 2022. "Ways to achieve universal access to sustainable electricity in Southeast Asia," Economic Change and Restructuring, Springer, vol. 55(4), pages 2031-2050, November.
    2. Zhao, Xing & Guo, Yifan & Feng, Tianchu, 2023. "Towards green recovery: Natural resources utilization efficiency under the impact of environmental information disclosure," Resources Policy, Elsevier, vol. 83(C).
    3. Cheung, Yan-Leung & Jiang, Ping & Tan, Weiqiang, 2010. "A transparency Disclosure Index measuring disclosures: Chinese listed companies," Journal of Accounting and Public Policy, Elsevier, vol. 29(3), pages 259-280, June.
    4. Hsu, Ching-Chi & Chau, Ka Yin & Chien, FengSheng, 2023. "Natural resource volatility and financial development during Covid-19: Implications for economic recovery," Resources Policy, Elsevier, vol. 81(C).
    5. 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.
    6. Yu, Chenyang & Moslehpour, Massoud & Tran, Trung Kien & Trung, Lam Minh & Ou, Jenho Peter & Tien, Nguyen Hoang, 2023. "Impact of non-renewable energy and natural resources on economic recovery: Empirical evidence from selected developing economies," Resources Policy, Elsevier, vol. 80(C).
    7. 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.
    8. Martin, Ian W.R. & Nagel, Stefan, 2022. "Market efficiency in the age of big data," Journal of Financial Economics, Elsevier, vol. 145(1), pages 154-177.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Cerqueti, Roy & Ciciretti, Rocco & Dalò, Ambrogio & Nicolosi, Marco, 2021. "ESG investing: A chance to reduce systemic risk," Journal of Financial Stability, Elsevier, vol. 54(C).
    11. Adedoyin, Festus Fatai & Bekun, Festus Victor & Hossain, Md. Emran & Ofori, Elvis kwame & Gyamfi, Bright Akwasi & Haseki, Murat Ismet, 2023. "Glasgow climate change conference (COP26) and its implications in sub-Sahara Africa economies," Renewable Energy, Elsevier, vol. 206(C), pages 214-222.
    12. Ren, Xiaohang & Zhong, Yan & Cheng, Xu & Yan, Cheng & Gozgor, Giray, 2023. "Does carbon price uncertainty affect stock price crash risk? Evidence from China," Energy Economics, Elsevier, vol. 122(C).
    13. Saeed, Abubakr & Riaz, Hammad & Baloch, Muhammad Saad, 2022. "Does big data utilization improve firm legitimacy?," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    14. Wang, Kai-Hua & Zhao, Yan-Xin & Jiang, Cui-Feng & Li, Zheng-Zheng, 2022. "Does green finance inspire sustainable development? Evidence from a global perspective," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 412-426.
    15. Fernando Garrigós-Simón & Silvia Sanz-Blas & Yeamduan Narangajavana & Daniela Buzova, 2021. "The Nexus between Big Data and Sustainability: An Analysis of Current Trends and Developments," Sustainability, MDPI, vol. 13(12), pages 1, June.
    16. Li, Jiaqi & Li, Yushan & Zheng, Ziqi & Si, Xiaoyu, 2023. "Environment and natural resources degradation under COVID-19 crises: Recovery post pandemic," Resources Policy, Elsevier, vol. 83(C).
    17. Braganza, Ashley & Brooks, Laurence & Nepelski, Daniel & Ali, Maged & Moro, Russ, 2017. "Resource management in big data initiatives: Processes and dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 328-337.
    18. Ciampi, Francesco & Demi, Stefano & Magrini, Alessandro & Marzi, Giacomo & Papa, Armando, 2021. "Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation," Journal of Business Research, Elsevier, vol. 123(C), pages 1-13.
    19. 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).
    20. Gupta, Shivam & Chen, Haozhe & Hazen, Benjamin T. & Kaur, Sarabjot & Santibañez Gonzalez, Ernesto D.R., 2019. "Circular economy and big data analytics: A stakeholder perspective," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 466-474.
    21. Ayesha Afzal & Ehsan Rasoulinezhad & Zaki Malik, 2022. "Green finance and sustainable development in Europe," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5150-5163, December.
    22. Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    23. 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.
    24. Khan, Yasir & Liu, Fang & Hassan, Taimoor, 2023. "Natural resources and sustainable development: Evaluating the role of remittances and energy resources efficiency," Resources Policy, Elsevier, vol. 80(C).
    25. Li, Yiying & Yan, Cheng & Ren, Xiaohang, 2023. "Do uncertainties affect clean energy markets? Comparisons from a multi-frequency and multi-quantile framework," Energy Economics, Elsevier, vol. 121(C).
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    More about this item

    Keywords

    Mineral resource recovery; Technology of big data; Resource efficiency; China;
    All these keywords.

    JEL classification:

    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
    • N52 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - U.S.; Canada: 1913-
    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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