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Complexity theory for the modern Chinese economy from an information entropy perspective: Modeling of economic efficiency and growth potential

Author

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  • Jun Yan
  • Lianyong Feng
  • Artem Denisov
  • Alina Steblyanskaya
  • Jan-Pieter Oosterom

Abstract

Complexity modelling of economic efficiency and growth potential is increasingly essential for countries and provinces. Evaluating the monetary flows, kinetic energy (efficiency) and potential capacity (resilience) provides crucial information for economic development. In the paper, the authors analyze growth opportunities for the Chinese economy from a system science point of view, using the perspective of information entropy, based on the input-output tables. Over the past four decades of reform and opening-up, China has made remarkable progress in its economic development. In 2007, China’s GDP was at its fastest pace in history at 14.2% growth. However, after the financial crisis in 2008, the global economy experienced a downward trend and China's economic development also settled on a medium-low level of development. The traditional perspective is to rank regional development only based on GDP growth, whereas here, the authors advocate another evaluation method based on efficiency and potential growth. Unbalanced regional economic development has become problematic and has become a barrier for sustainability of China’s economy. The results of the research indicate firstly that China’s regional development in 2007 and 2012 has been unequal between the provinces. Secondly, the authors found that Shandong province had significantly higher indicators for efficiency and potential growth than others in the same circumstances. Authors observe that provinces tend to carry out industrial policies and adjust the structure of industry on a local level. This analysis demonstrates that the spatial imbalance of efficiency and potential of economic development under the perspective of provincial-level regions. From the perspective of industry, it indicates that the supply chain is too short, mainly focusing on the mining and processing of resources and minerals in the original upstream industry chain, while the downstream is not fully utilized. These represent some unique insights yielded through this type of analysis that authors advocate applying more broadly.

Suggested Citation

  • Jun Yan & Lianyong Feng & Artem Denisov & Alina Steblyanskaya & Jan-Pieter Oosterom, 2020. "Complexity theory for the modern Chinese economy from an information entropy perspective: Modeling of economic efficiency and growth potential," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-24, January.
  • Handle: RePEc:plo:pone00:0227206
    DOI: 10.1371/journal.pone.0227206
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    Citations

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    Cited by:

    1. Alina Steblyanskaya & Zhen Wang & Alexander Martynov & Ai Mingye & Vladimir Artykhov & Ziming Wang & Vladimir Bocharnikov & Alena Kiselik, 2021. "New Energy-Resource Efficiency, Technological Efficiency, and Ecosystems Impact Ratings for the Sustainability of China’s Provinces," Sustainability, MDPI, vol. 13(1), pages 1-20, January.
    2. Alina Steblyanskaya & Xu Qingchao & Svetlana Razmanova & Nikolay Steblyanskiy & Artem Denisov, 2021. "China and Russia Energy Strategy Development: Arctic LNG," International Journal of Energy Economics and Policy, Econjournals, vol. 11(4), pages 450-460.
    3. Miguel Bustamante-Ubilla & Felipe Arenas-Torres, 2022. "Epistemological Foundations of Complexity Theory," Sustainability, MDPI, vol. 14(20), pages 1-14, October.
    4. Ma, Qiang & Zhang, Mei & Ali, Sher & Kirikkaleli, Dervis & Khan, Zeeshan, 2021. "Natural resources commodity prices volatility and economic performance: Evidence from China pre and post COVID-19," Resources Policy, Elsevier, vol. 74(C).
    5. Gunter Stephan, 2022. "Circular Economy: Illusion or First Step towards a Sustainable Economy: A Physico-Economic Perspective," Sustainability, MDPI, vol. 14(8), pages 1-15, April.
    6. Arif, Asma & Minh Vu, Hieu & Cong, Ma & Hon Wei, Leow & Islam, Md. Monirul & Niedbała, Gniewko, 2022. "Natural resources commodity prices volatility and economic performance: Evaluating the role of green finance," Resources Policy, Elsevier, vol. 76(C).
    7. Pham Thi, Thuy Dung & Do, Hai Dung & Paramaiah, Ch & Duong, Nam Tien & Pham, Van Kien & Shamansurova, Zilola, 2023. "Sustainable economic performance and natural resource price volatility in the post-covid-pandemic: Evidence using GARCH models in Chinese context," Resources Policy, Elsevier, vol. 86(PA).

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