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Exploring the interaction relationship between Beautiful China-SciTech innovation using coupling coordination and predictive analysis: a case study of Zhejiang

Author

Listed:
  • Yi-di Hua

    (Ningbo Polytechnic
    University of Nottingham)

  • Ke-man Hu

    (Ningbo Polytechnic)

  • Lu-yi Qiu

    (Ningbo Polytechnic)

  • Hong-an Dong

    (Ningbo Polytechnic)

  • Lei Ding

    (Ningbo Polytechnic)

  • Sio-Long Lo

    (Macau University of Science and Technology)

Abstract

Exploring interaction of Beautiful China and SciTech Innovation is an important way to realize economic transformation and sustainable development in China. Existed researches have analyzed the development of ecology or development of SciTech Innovation in China while few have studied the correlation between Beautiful China and SciTech innovation. This study takes Zhejiang province as a case and analyzed the integration level of Beautiful Zhejiang and SciTech Innovation with an aim to shed light on policy making. Evaluating index systems of Beautiful Zhejiang and SciTech Innovation with 8 subsystems and 36 indicators are established. The weights of indexes are calculated with more precise accuracy by combing Structure Entropy Method and Mean Squared Deviation Method. Related statistics of 11 cities of Zhejiang province are collected for time period of 2007–2017, and comprehensive development indexes are evaluated. Coupling coordination degree between the two systems is computed, and coupling coordination degree of 2018–2021 is predicted based on Back Propagation Neural Network. The results show as follows. (1) The development of both systems of Beautiful Zhejiang and SciTech Innovation are in a steady upward trend with SciTech Innovation lagging behind Beautiful Zhejiang. The system of Beautiful Zhejiang ranks as Hangzhou > Ningbo > Wenzhou > Shaoxing > Jinhua > Taizhou > Jiaxing > Huzhou > Zhoushan > Lishui > Quzhou. The system of SciTech Innovation ranks as Hangzhou > Ningbo > Jiaxing > Shaoxing > Wenzhou > Taizhou > Jinhua > Huzhou > Zhoushan > Lishui > Quzhou. (2) The integration level of Hangzhou and Ningbo are developing from Barely Balanced stage to Superior Balanced stage in 2007–2017; Wenzhou, Jiaxing, Huzhou, Shaoxing, Jinhua, Quzhou, Zhou Shan, and Taizhou are developing from Slightly Unbalanced stage to Barely Balanced stage; Lishui has the lowest integration level developing from extremely unbalanced stage to barely balanced stage. (3) The integration level based on coupling coordination degree is predicted with the method of Back Propagation Neural Network, and it is found that by 2021 Hangzhou, Ningbo, Wenzhou, Shaoxing and Taizhou will enter the Superior Balanced stage successively while Jiaxing, Huzhou, Jinhua, Quzhou, Zhoushan, and Lishui will remain in the Barely Balanced stage.

Suggested Citation

  • Yi-di Hua & Ke-man Hu & Lu-yi Qiu & Hong-an Dong & Lei Ding & Sio-Long Lo, 2022. "Exploring the interaction relationship between Beautiful China-SciTech innovation using coupling coordination and predictive analysis: a case study of Zhejiang," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(10), pages 12097-12130, October.
  • Handle: RePEc:spr:endesu:v:24:y:2022:i:10:d:10.1007_s10668-021-01936-6
    DOI: 10.1007/s10668-021-01936-6
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    References listed on IDEAS

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    1. Winter, Ralph A., 2014. "Innovation and the dynamics of global warming," Journal of Environmental Economics and Management, Elsevier, vol. 68(1), pages 124-140.
    2. Jeremy Hall & Stelvia Matos & Vernon Bachor, 2019. "From green technology development to green innovation: inducing regulatory adoption of pathogen detection technology for sustainable forestry," Small Business Economics, Springer, vol. 52(4), pages 877-889, April.
    3. Xiaodan Wang & Zhengyu Yang, 2019. "Application of Fuzzy Optimization Model Based on Entropy Weight Method in Atmospheric Quality Evaluation: A Case Study of Zhejiang Province, China," Sustainability, MDPI, vol. 11(7), pages 1-19, April.
    4. Jing Wu & Yanming Cheng & Cheng Liu & Ilkyoo Lee & Wenlin Huang, 2020. "A BP Neural Network Based on GA for Optimizing Energy Consumption of Copper Electrowinning," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-10, May.
    5. Nesticò, Antonio & Elia, Cristina & Naddeo, Vincenzo, 2020. "Sustainability of urban regeneration projects: Novel selection model based on analytic network process and zero-one goal programming," Land Use Policy, Elsevier, vol. 99(C).
    6. Zahra Nasrollahi & Mohadeseh-sadat Hashemi & Saeed Bameri & Vahid Mohamad Taghvaee, 2020. "Environmental pollution, economic growth, population, industrialization, and technology in weak and strong sustainability: using STIRPAT model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(2), pages 1105-1122, February.
    7. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    8. Carrión-Flores, Carmen E. & Innes, Robert, 2010. "Environmental innovation and environmental performance," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 27-42, January.
    9. Ruan, Xuanmin & Zhu, Yuanyang & Li, Jiang & Cheng, Ying, 2020. "Predicting the citation counts of individual papers via a BP neural network," Journal of Informetrics, Elsevier, vol. 14(3).
    10. Clara Capelli & Gianni Vaggi, 2016. "Why Gross National Disposable Income Should Replace Gross National Income," Development and Change, International Institute of Social Studies, vol. 47(2), pages 223-239, March.
    11. Daniel L. Childers & Mary L. Cadenasso & J. Morgan Grove & Victoria Marshall & Brian McGrath & Steward T. A. Pickett, 2015. "An Ecology for Cities: A Transformational Nexus of Design and Ecology to Advance Climate Change Resilience and Urban Sustainability," Sustainability, MDPI, vol. 7(4), pages 1-18, March.
    12. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    13. Figueroa-López, José E. & Mancini, Cecilia, 2019. "Optimum thresholding using mean and conditional mean squared error," Journal of Econometrics, Elsevier, vol. 208(1), pages 179-210.
    14. Tang, Zi, 2015. "An integrated approach to evaluating the coupling coordination between tourism and the environment," Tourism Management, Elsevier, vol. 46(C), pages 11-19.
    15. Guangtong Gu & Wenjie Zhu, 2019. "Interaction Effects between Technology-Driven Urbanization and Eco-Environment: Evidence from China’s East Zhejiang Region," Sustainability, MDPI, vol. 11(3), pages 1-15, February.
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