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Can digital transformation affect coal utilization efficiency in China? Evidence from spatial econometric analyses

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  • Wang, Zongrun
  • Cao, Xuxin
  • Ren, Xiaohang
  • Taghizadeh-Hesary, Farhad

Abstract

The swift development of digital technology in China, coupled with the escalating significance of coal resource utilization in the industrial sector, necessitates an investigation into the role of digital transformation in fostering the sustainable development of coal resources. We utilize the Spatial Dubin Model (SDM) to analyze data from 30 Chinese provinces between 2011 and 2019, exploring the relationship between digital transformation and coal utilization efficiency. Additionally, the research investigates spatial spillover effects and the moderating effect mechanism at play. Key findings reveal that: Firstly, a noteworthy positive correlation exists between digital transformation and coal utilization efficiency. Secondly, digital transformation yields significant positive impacts on proximate cities. Lastly, analysis of moderating effects indicates that digital development policies can enhance the positive association between digital transformation and coal utilization efficiency. These findings furnish novel insights and avenues for regions seeking to propel sustainable development in coal resource utilization.

Suggested Citation

  • Wang, Zongrun & Cao, Xuxin & Ren, Xiaohang & Taghizadeh-Hesary, Farhad, 2024. "Can digital transformation affect coal utilization efficiency in China? Evidence from spatial econometric analyses," Resources Policy, Elsevier, vol. 91(C).
  • Handle: RePEc:eee:jrpoli:v:91:y:2024:i:c:s0301420724003076
    DOI: 10.1016/j.resourpol.2024.104940
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    as
    1. Tone, Kaoru & Sahoo, Biresh K., 2003. "Scale, indivisibilities and production function in data envelopment analysis," International Journal of Production Economics, Elsevier, vol. 84(2), pages 165-192, May.
    2. Xu, Aidi & Qian, Fangbin & Ding, Huanhuan & Zhang, Xuan, 2023. "Digitalization of logistics for transition to a resource-efficient and circular economy," Resources Policy, Elsevier, vol. 83(C).
    3. Wang, Ying & Wang, Yong & Shahbaz, Muhammad, 2023. "How does digital economy affect energy poverty? Analysis from the global perspective," Energy, Elsevier, vol. 282(C).
    4. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    5. Luc Anselin & Raymond J. G. M. Florax, 1995. "Small Sample Properties of Tests for Spatial Dependence in Regression Models: Some Further Results," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 2, pages 21-74, Springer.
    6. Ren, Xiaohang & Yang, Wanping & Jin, Yi, 2024. "Geopolitical risk and renewable energy consumption: Evidence from a spatial convergence perspective," Energy Economics, Elsevier, vol. 131(C).
    7. Chiu, Yung-ho & Huang, Kuei-Ying & Chang, Tzu-Han & Lin, Tai-Yu, 2021. "Efficiency assessment of coal mine use and land restoration: Considering climate change and income differences," Resources Policy, Elsevier, vol. 73(C).
    8. Zhang, Hongli & Shen, Lei & Zhong, Shuai & Elshkaki, Ayman, 2020. "Coal resource and industrial structure nexus in energy-rich area: The case of the contiguous area of Shanxi and Shaanxi Provinces, and Inner Mongolia Autonomous Region of China," Resources Policy, Elsevier, vol. 66(C).
    9. Wang, Rong & Tan, Junlan & Yao, Shuangliang, 2021. "Are natural resources a blessing or a curse for economic development? The importance of energy innovations," Resources Policy, Elsevier, vol. 72(C).
    10. Du, Yanan & Zhou, Jianping & Bai, Jiancheng & Cao, Yujia, 2023. "Breaking the resource curse: The perspective of improving carbon emission efficiency based on digital infrastructure construction," Resources Policy, Elsevier, vol. 85(PB).
    11. Concetta Castiglione & Davide Infante & Janna Smirnova, 2012. "Rule of law and the environmental Kuznets curve: evidence for carbon emissions," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 4(3), pages 254-269.
    12. Li, Chengming & Xu, Yang & Zheng, Hao & Wang, Zeyu & Han, Haiting & Zeng, Liangen, 2023. "Artificial intelligence, resource reallocation, and corporate innovation efficiency: Evidence from China's listed companies," Resources Policy, Elsevier, vol. 81(C).
    13. Wang, Chao & Lim, Ming K. & Zhang, Xinyi & Zhao, Longfeng & Lee, Paul Tae-Woo, 2020. "Railway and road infrastructure in the Belt and Road Initiative countries: Estimating the impact of transport infrastructure on economic growth," Transportation Research Part A: Policy and Practice, Elsevier, vol. 134(C), pages 288-307.
    14. Wan, Siyu & Lee, Yoong Hon & Sarma, Vengadeshvaran J., 2023. "Is Fintech good for green finance? Empirical evidence from listed banks in China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1273-1291.
    15. Yan, Xiang & Bai, Jiancheng & Zhang, Yueyan & Hu, Shiliang, 2022. "Can the ecological environment reverse feed renewable energy technology innovation? -- Heterogeneity test from the Yangtze River Economic Belt," Renewable Energy, Elsevier, vol. 195(C), pages 1381-1392.
    16. Bai, Chunguang & Dallasega, Patrick & Orzes, Guido & Sarkis, Joseph, 2020. "Industry 4.0 technologies assessment: A sustainability perspective," International Journal of Production Economics, Elsevier, vol. 229(C).
    17. Wang, Ning & Shen, Ruifang & Wen, Zongguo & De Clercq, Djavan, 2019. "Life cycle energy efficiency evaluation for coal development and utilization," Energy, Elsevier, vol. 179(C), pages 1-11.
    18. Kasap, Yaşar & Şensöğüt, Cem & Ören, Özer, 2020. "Efficiency change of coal used for energy production in Turkey," Resources Policy, Elsevier, vol. 65(C).
    19. Zhang, Yujin & Ye, Shujun & Liu, Jie & Du, Lihong, 2023. "Impact of the development of FinTech by commercial banks on bank credit risk," Finance Research Letters, Elsevier, vol. 55(PA).
    20. Keupp, Marcus Matthias & Gassmann, Oliver, 2013. "Resource constraints as triggers of radical innovation: Longitudinal evidence from the manufacturing sector," Research Policy, Elsevier, vol. 42(8), pages 1457-1468.
    21. Lu, Ling & Liu, Peng & Yu, Jian & Shi, Xunpeng, 2023. "Digital inclusive finance and energy transition towards carbon neutrality: Evidence from Chinese firms," Energy Economics, Elsevier, vol. 127(PB).
    22. Hao, Xiaoli & Wen, Shufang & Xue, Yan & Wu, Haitao & Hao, Yu, 2023. "How to improve environment, resources and economic efficiency in the digital era?," Resources Policy, Elsevier, vol. 80(C).
    23. Bansal, Sanchita & Singh, Shifali & Nangia, Priya, 2022. "Assessing the role of natural resource utilization in attaining select sustainable development goals in the era of digitalization," Resources Policy, Elsevier, vol. 79(C).
    24. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    25. Apergis, Nicholas & Aye, Goodness C. & Barros, Carlos Pestana & Gupta, Rangan & Wanke, Peter, 2015. "Energy efficiency of selected OECD countries: A slacks based model with undesirable outputs," Energy Economics, Elsevier, vol. 51(C), pages 45-53.
    26. Song, Yi & Zhang, Yangxueying & Zhang, Yijun, 2022. "Economic and environmental influences of resource tax: Firm-level evidence from China," Resources Policy, Elsevier, vol. 77(C).
    27. 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).
    28. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin & Jiang, Hongdian, 2022. "How does industrial structure adjustment reduce CO2 emissions? Spatial and mediation effects analysis for China," Energy Economics, Elsevier, vol. 105(C).
    29. Franco, Alessandro & Diaz, Ana R., 2009. "The future challenges for “clean coal technologies”: Joining efficiency increase and pollutant emission control," Energy, Elsevier, vol. 34(3), pages 348-354.
    30. Sun, Jingjing & Zhai, Chenchen & Dong, Xiaoqi & Li, Chengming & Wang, Zeyu & Li, Dandan & Sun, Yongping, 2023. "How does digital infrastructure break the resource curse of cities? Evidence from a quasi-natural experiment in China," Resources Policy, Elsevier, vol. 86(PA).
    31. Liu, Xia, 2023. "Tourism development, environmental regulations, and natural resource management: Evidence from G20 countries," Resources Policy, Elsevier, vol. 86(PA).
    32. 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).
    33. Liu, Nan & Teng, Long & Tian, Wenjuan & Li, Ying, 2023. "Does digitalization enhance fossil fuels resources efficiency?," Resources Policy, Elsevier, vol. 85(PA).
    34. Fang, Zhen & Razzaq, Asif & Mohsin, Muhammad & Irfan, Muhammad, 2022. "Spatial spillovers and threshold effects of internet development and entrepreneurship on green innovation efficiency in China," Technology in Society, Elsevier, vol. 68(C).
    35. Carlsson, Bo, 2004. "The Digital Economy: what is new and what is not?," Structural Change and Economic Dynamics, Elsevier, vol. 15(3), pages 245-264, September.
    36. Wang, Wensheng & Zhang, Chengyi, 2018. "Evaluation of relative technological innovation capability: Model and case study for China's coal mine," Resources Policy, Elsevier, vol. 58(C), pages 144-149.
    37. Iyad Dhaoui, 2022. "E-Government for Sustainable Development: Evidence from MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2070-2099, September.
    38. Zou, Chenchen & Ma, Minda & Zhou, Nan & Feng, Wei & You, Kairui & Zhang, Shufan, 2023. "Toward carbon free by 2060: A decarbonization roadmap of operational residential buildings in China," Energy, Elsevier, vol. 277(C).
    39. Zhiying Ji & Tingyu Zhou & Qian Zhang, 2023. "The Impact of Digital Transformation on Corporate Sustainability: Evidence from Listed Companies in China," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    40. Zhang, Wei & Wang, Yaru & Fan, Fengchun, 2023. "How does coordinated development of two-way foreign direct investment affect natural resources Utilization?——Spatial analysis based on China's coal resource utilization efficiency," Resources Policy, Elsevier, vol. 85(PA).
    41. Jiang, Zhengyu & Zhang, Xinyi & Zhao, Yingzhi & Li, Chengming & Wang, Zeyu, 2023. "The impact of urban digital transformation on resource sustainability: Evidence from a quasi-natural experiment in China," Resources Policy, Elsevier, vol. 85(PA).
    42. Zhang, Rui & Qie, Xiaotong & Hu, Yanyong & Chen, Xue, 2022. "Does de-capacity policy promote the efficient and green development of the coal industry? –Based on the evidence of China," Resources Policy, Elsevier, vol. 77(C).
    43. Bai, Ling & Guo, Tianran & Xu, Wei & Liu, Yaobin & Kuang, Ming & Jiang, Lei, 2023. "Effects of digital economy on carbon emission intensity in Chinese cities: A life-cycle theory and the application of non-linear spatial panel smooth transition threshold model," Energy Policy, Elsevier, vol. 183(C).
    44. Li, Bo & Du, Jianguo & Yao, Tianhang & Wang, Quanding, 2023. "FinTech and corporate green innovation: An external attention perspective," Finance Research Letters, Elsevier, vol. 58(PD).
    45. 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).
    46. Elliott, Robert J.R. & Sun, Puyang & Zhu, Tong, 2017. "The direct and indirect effect of urbanization on energy intensity: A province-level study for China," Energy, Elsevier, vol. 123(C), pages 677-692.
    47. Wang, Zeyu & Deng, Yue & Zhou, Shouan & Wu, Zhongbang, 2023. "Achieving sustainable development goal 9: A study of enterprise resource optimization based on artificial intelligence algorithms," Resources Policy, Elsevier, vol. 80(C).
    48. Lange, Steffen & Pohl, Johanna & Santarius, Tilman, 2020. "Digitalization and energy consumption. Does ICT reduce energy demand?," Ecological Economics, Elsevier, vol. 176(C).
    49. 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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    More about this item

    Keywords

    Coal utilization efficiency; Digital transformation; Spatial econometric models; Moderating effects;
    All these keywords.

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R28 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Government Policy

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