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The Impact Relationships between Scientific and Technological Innovation, Industrial Structure Advancement and Carbon Footprints in China Based on the PVAR Model

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  • Shengli Dai

    (School of Public Administration, Central China Normal University, Wuhan 430079, China
    School of Public Administration and Emergency Management, Jinan University, Guangzhou 510632, China)

  • Yingying Wang

    (School of Public Administration, Central China Normal University, Wuhan 430079, China)

  • Weimin Zhang

    (School of Public Administration, Central China Normal University, Wuhan 430079, China)

Abstract

As one of the three major engines of economic growth in China, the Beijing–Tianjin–Hebei (BTH) urban agglomeration has become one of the regions with the highest energy consumption intensity. To investigate the dynamic relationships between scientific and technological innovation, industrial structure advancement and carbon footprints, panel data in BTH from 2006 to 2019 was selected, and a Panel Vector Auto-Regressive (PVAR) model was established to conduct an empirical study. The conclusions show that there is a causal relationship between the industrial structure advancement and carbon footprints, and the influence of each on the other is significant. The impact of scientific and technological innovation on carbon footprints has a “rebound effect”. Scientific and technological innovation can accelerate the process of industrial structure advancement. Carbon footprints have a significant backward forcing effect on both industrial structure advancement and scientific and technological innovation, with impact coefficients of 0.0671 and 0.2120, respectively. Compared with scientific and technological innovation, the industrial structure advancement has a greater impact on carbon footprints, with a variance contribution of 25.4%. The research findings are conducive to providing policy support for the coordinated development of BTH and promoting the realization of the Double Carbon goal.

Suggested Citation

  • Shengli Dai & Yingying Wang & Weimin Zhang, 2022. "The Impact Relationships between Scientific and Technological Innovation, Industrial Structure Advancement and Carbon Footprints in China Based on the PVAR Model," IJERPH, MDPI, vol. 19(15), pages 1-21, August.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:15:p:9513-:d:878965
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    as
    1. Glaeser, Edward L. & Kahn, Matthew E., 2010. "The greenness of cities: Carbon dioxide emissions and urban development," Journal of Urban Economics, Elsevier, vol. 67(3), pages 404-418, May.
    2. Shan-Li Wang & Feng-Wen Chen & Bing Liao & Cuiju Zhang, 2020. "Foreign Trade, FDI and the Upgrading of Regional Industrial Structure in China: Based on Spatial Econometric Model," Sustainability, MDPI, vol. 12(3), pages 1-16, January.
    3. Ting Lou & Jianhui Ma & Yu Liu & Lei Yu & Zhaopeng Guo & Yan He, 2022. "A Heterogeneity Study of Carbon Emissions Driving Factors in Beijing-Tianjin-Hebei Region, China, Based on PGTWR Model," IJERPH, MDPI, vol. 19(11), pages 1-18, May.
    4. Jiwei Liu & Qun Li, 2022. "Impact of Major Events on Interprovincial Carbon Emissions—Based on PSM-DID Analysis," Sustainability, MDPI, vol. 14(12), pages 1-16, June.
    5. Suzanne McCoskey & Chihwa Kao, 1997. "A Monte Carlo Comparison of Tests for Cointegration in Panel Data," Econometrics 9712002, University Library of Munich, Germany.
    6. Shaojun Ma & Lei Li & Huimin Ke & Yilin Zheng, 2022. "Environmental Protection, Industrial Structure and Urbanization: Spatiotemporal Evidence from Beijing–Tianjin–Hebei, China," Sustainability, MDPI, vol. 14(2), pages 1-17, January.
    7. Zhaohui Chong & Chenglin Qin & Xinyue Ye, 2017. "Environmental Regulation and Industrial Structure Change in China: Integrating Spatial and Social Network Analysis," Sustainability, MDPI, vol. 9(8), pages 1-16, August.
    8. Zhang, Fan & Deng, Xiangzheng & Phillips, Fred & Fang, Chuanglin & Wang, Chao, 2020. "Impacts of industrial structure and technical progress on carbon emission intensity: Evidence from 281 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    9. Li-Ming Xue & Zhi-Xue Zheng & Shuo Meng & Mingjun Li & Huaqing Li & Ji-Ming Chen, 2022. "Carbon emission efficiency and spatio-temporal dynamic evolution of the cities in Beijing-Tianjin-Hebei Region, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 7640-7664, June.
    10. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    11. Chenchen Shi & Xiaoping Zhu & Haowei Wu & Zhihui Li, 2022. "Assessment of Urban Ecological Resilience and Its Influencing Factors: A Case Study of the Beijing-Tianjin-Hebei Urban Agglomeration of China," Land, MDPI, vol. 11(6), pages 1-14, June.
    12. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    13. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    14. Sung-Su Jo & Hoon Han & Yountaik Leem & Sang-Ho Lee, 2021. "Sustainable Smart Cities and Industrial Ecosystem: Structural and Relational Changes of the Smart City Industries in Korea," Sustainability, MDPI, vol. 13(17), pages 1-17, September.
    15. Huiqin Jiang & Xiao Zhang & Xinxiao Shao & Jianqiang Bao, 2018. "How Do the Industrial Structure Optimization and Urbanization Development Affect Energy Consumption in Zhejiang Province of China?," Sustainability, MDPI, vol. 10(6), pages 1-12, June.
    16. Cankun Ma & Md. Qamruzzaman, 2022. "An Asymmetric Nexus between Urbanization and Technological Innovation and Environmental Sustainability in Ethiopia and Egypt: What Is the Role of Renewable Energy?," Sustainability, MDPI, vol. 14(13), pages 1-25, June.
    17. Jiachen Yue & Huasheng Zhu & Fei Yao, 2021. "Does Industrial Transfer Change the Spatial Structure of CO 2 Emissions?—Evidence from Beijing-Tianjin-Hebei Region in China," IJERPH, MDPI, vol. 19(1), pages 1-23, December.
    18. Li, Hongqi & Lu, Yue & Zhang, Jun & Wang, Tianyi, 2013. "Trends in road freight transportation carbon dioxide emissions and policies in China," Energy Policy, Elsevier, vol. 57(C), pages 99-106.
    19. Brookes, L. G., 1992. "Energy efficiency and economic fallacies: a reply," Energy Policy, Elsevier, vol. 20(5), pages 390-392, May.
    20. Decheng Fan & Kairan Liu, 2021. "The Relationship between Artificial Intelligence and China’s Sustainable Economic Growth: Focused on the Mediating Effects of Industrial Structural Change," Sustainability, MDPI, vol. 13(20), pages 1-15, October.
    21. Chang, Chun-Ping & Dong, Minyi & Sui, Bo & Chu, Yin, 2019. "Driving forces of global carbon emissions: From time- and spatial-dynamic perspectives," Economic Modelling, Elsevier, vol. 77(C), pages 70-80.
    22. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    23. Fisher-Vanden, Karen & Sue Wing, Ian, 2008. "Accounting for quality: Issues with modeling the impact of R&D on economic growth and carbon emissions in developing economies," Energy Economics, Elsevier, vol. 30(6), pages 2771-2784, November.
    24. Du, Kerui & Li, Pengzhen & Yan, Zheming, 2019. "Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 297-303.
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