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Drivers and mitigants of resources consumption in China: Discovering the role of digital finance and environmental regulations

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  • Wang, Yuyan
  • Wu, Qinghua
  • Razi, Ummara

Abstract

Efficient resource consumption is one of the global challenges of the era to attain economic and environmental sustainability. The high-level consumption of resources has a detrimental effect on the environment. Simultaneously, the low-level resource consumption hindered economic growth; therefore, it is crucial to identify the key factors that can instigate resource conservation without affecting economic and environmental sustainability. This study investigates the role of digital finance and environmental regulation in China as the mitigants of resource consumption. The study applied the “bootstrapping autoregressive distributed lag” (BARDL) approach to investigate the long-run cointegration among digital finance, environmental regulations (environmental taxes), economic growth, and material footprint (proxy of resources consumption) by employing the quarterly data from 2011 to 2020. The preliminary finding through the diagnostic test confirms the normal distribution of the data. Likewise, the unit root tests confirmed the integration order of I (1). The outcomes of the advanced cointegration approach and the dynamic process of BARDL demonstrate that the increase in environmental taxes and digital finance significantly reduced the material footprint. In contrast, the upsurge in economic growth expands the material footprint in the long and short run. It shows that environmental taxes and digital finance work as mitigants while economic growth is the key driver to accelerating resource consumption. Thus, the appropriate policy intervention for these factors can significantly change resource consumption. Hence, China must implement strict regulations to strengthen the environmental tax mechanism and support digital finance to achieve economic and environmental sustainability goals.

Suggested Citation

  • Wang, Yuyan & Wu, Qinghua & Razi, Ummara, 2023. "Drivers and mitigants of resources consumption in China: Discovering the role of digital finance and environmental regulations," Resources Policy, Elsevier, vol. 80(C).
    • Handle: RePEc:eee:jrpoli:v:80:y:2023:i:c:s0301420722006237
    DOI: 10.1016/j.resourpol.2022.103180
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    as
    1. Irfan, Muhammad & Abdur Rehman, Mubeen & Liu, Xuemei & Razzaq, Asif, 2022. "Interlinkages between mineral resources, financial markets, and sustainable energy sources: Evidence from minerals exporting countries," Resources Policy, Elsevier, vol. 79(C).
    2. Wang, Kai-Hua & Liu, Lu & Adebayo, Tomiwa Sunday & Lobon, Oana-Ramona & Claudia, Moldovan Nicoleta, 2021. "Fiscal decentralization, political stability and resources curse hypothesis: A case of fiscal decentralized economies," Resources Policy, Elsevier, vol. 72(C).
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. Chen, Maozhi & Sinha, Avik & Hu, Kexiang & Shah, Muhammad Ibrahim, 2021. "Impact of technological innovation on energy efficiency in industry 4.0 era: Moderation of shadow economy in sustainable development," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    5. Sun, Yunpeng & Ajaz, Tahseen & Razzaq, Asif, 2022. "How infrastructure development and technical efficiency change caused resources consumption in BRICS countries: Analysis based on energy, transport, ICT, and financial infrastructure indices," Resources Policy, Elsevier, vol. 79(C).
    6. Robert McNown & Chung Yan Sam & Soo Khoon Goh, 2018. "Bootstrapping the autoregressive distributed lag test for cointegration," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1509-1521, March.
    7. Bashir, Muhammad Farhan & MA, Benjiang & Shahbaz, Muhammad & Shahzad, Umer & Vo, Xuan Vinh, 2021. "Unveiling the heterogeneous impacts of environmental taxes on energy consumption and energy intensity: Empirical evidence from OECD countries," Energy, Elsevier, vol. 226(C).
    8. Razzaq, Asif & Wang, Shizhen & Adebayo, Tomiwa Sunday & Saleh Al-Faryan, Mamdouh Abdulaziz, 2022. "The potency of natural resources on ecological sustainability in PIIGS economies," Resources Policy, Elsevier, vol. 79(C).
    9. Fu, Zheng & Chen, Zhiguo & Sharif, Arshian & Razi, Ummara, 2022. "The role of financial stress, oil, gold and natural gas prices on clean energy stocks: Global evidence from extreme quantile approach," Resources Policy, Elsevier, vol. 78(C).
    10. Aamir Aijaz Syed & Farhan Ahmed & Muhammad Abdul Kamal & Juan E. Trinidad Segovia, 2021. "Assessing the Role of Digital Finance on Shadow Economy and Financial Instability: An Empirical Analysis of Selected South Asian Countries," Mathematics, MDPI, vol. 9(23), pages 1-15, November.
    11. Ji, Yuhang & Lei, Yalin & Li, Li & Zhang, An & Wu, Sanmang & Li, Qun, 2021. "Evaluation of the implementation effects and the influencing factors of resource tax in China," Resources Policy, Elsevier, vol. 72(C).
    12. Shahbaz, Muhammad & Wang, Jianda & Dong, Kangyin & Zhao, Jun, 2022. "The impact of digital economy on energy transition across the globe: The mediating role of government governance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    13. Jianhua Zhao & Guohua He & Wen-Tsao Pan, 2022. "Research on the Impact of Digital Finance on the Green Development of Chinese Cities," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-10, April.
    14. Klymenko, Maksym, 2019. "Environmental Taxation as a Policy Instrument for Green Growth," Problems of World Agriculture / Problemy Rolnictwa Światowego, Warsaw University of Life Sciences, vol. 19(34, Part ), September.
    15. Hu, Haisheng & Dong, Wanhao & Zhou, Qian, 2021. "A comparative study on the environmental and economic effects of a resource tax and carbon tax in China: Analysis based on the computable general equilibrium model," Energy Policy, Elsevier, vol. 156(C).
    16. Ali, Adnan & Ramakrishnan, Suresh & Faisal,, 2022. "Financial development and natural resources. Is there a stock market resource curse?," Resources Policy, Elsevier, vol. 75(C).
    17. Rafique, Muhammad Zahid & Fareed, Zeeshan & Ferraz, Diogo & Ikram, Majid & Huang, Shaoan, 2022. "Exploring the heterogenous impacts of environmental taxes on environmental footprints: An empirical assessment from developed economies," Energy, Elsevier, vol. 238(PA).
    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. Jiachong Hu & Jin Xu & Lei Tong & Ummara Razi, 2022. "The dynamic role of film and drama industry, green innovation towards the sustainable environment in China: fresh insight from NARDL approach," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 5292-5309, December.
    20. Bosquet, Benoit, 2000. "Environmental tax reform: does it work? A survey of the empirical evidence," Ecological Economics, Elsevier, vol. 34(1), pages 19-32, July.
    21. Shao, Shuai & Razzaq, Asif, 2022. "Does composite fiscal decentralization reduce trade-adjusted resource consumption through institutional governance, human capital, and infrastructure development?," Resources Policy, Elsevier, vol. 79(C).
    22. Kim, Dukpa & Perron, Pierre, 2009. "Unit root tests allowing for a break in the trend function at an unknown time under both the null and alternative hypotheses," Journal of Econometrics, Elsevier, vol. 148(1), pages 1-13, January.
    23. 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).
    24. Khan, Irfan & Hou, Fujun & Irfan, Muhammad & Zakari, Abdulrasheed & Le, Hoang Phong, 2021. "Does energy trilemma a driver of economic growth? The roles of energy use, population growth, and financial development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    25. Zhao, Aiwu & Wang, Jingyi & Sun, Zhenzhen & Guan, Hongjun, 2022. "Environmental taxes, technology innovation quality and firm performance in China—A test of effects based on the Porter hypothesis," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 309-325.
    26. Karmaker, Shamal Chandra & Hosan, Shahadat & Chapman, Andrew J. & Saha, Bidyut Baran, 2021. "The role of environmental taxes on technological innovation," Energy, Elsevier, vol. 232(C).
    27. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    28. Yaya Su & Zhenghui Li & Cunyi Yang, 2021. "Spatial Interaction Spillover Effects between Digital Financial Technology and Urban Ecological Efficiency in China: An Empirical Study Based on Spatial Simultaneous Equations," IJERPH, MDPI, vol. 18(16), pages 1-27, August.
    29. Hui Zhao & Yaru Yang & Ning Li & Desheng Liu & Hui Li, 2021. "How Does Digital Finance Affect Carbon Emissions? Evidence from an Emerging Market," Sustainability, MDPI, vol. 13(21), pages 1-20, November.
    30. Sun, Yunpeng & Bao, Qun & Siao-Yun, Wei & Islam, Misbah ul & Razzaq, Asif, 2022. "Renewable energy transition and environmental sustainability through economic complexity in BRICS countries: Fresh insights from novel Method of Moments Quantile regression," Renewable Energy, Elsevier, vol. 184(C), pages 1165-1176.
    31. Razzaq, Asif & Ajaz, Tahseen & Li, Jing Claire & Irfan, Muhammad & Suksatan, Wanich, 2021. "Investigating the asymmetric linkages between infrastructure development, green innovation, and consumption-based material footprint: Novel empirical estimations from highly resource-consuming economi," Resources Policy, Elsevier, vol. 74(C).
    32. Mardones, Cristian & Flores, Belén, 2018. "Effectiveness of a CO2 tax on industrial emissions," Energy Economics, Elsevier, vol. 71(C), pages 370-382.
    33. Minli Yu & Fu-Sheng Tsai & Hui Jin & Hejie Zhang, 2022. "Digital finance and renewable energy consumption: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-19, December.
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