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Spatio-Temporal Evolution and Driving Mechanism of Green Innovation in China

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  • Weisong Mi

    (School of Architecture, Xi’an University of Architecture and Technology, Xi’an 710055, China
    Northwest Branch, Beijing Tsinghua Tongheng Urban Planning and Design Institute, Xi’an 710076, China)

  • Kaixu Zhao

    (College of Urban and Environmental Sciences, Northwest University, Xi’an 710127, China)

  • Pei Zhang

    (School of Architecture, Xi’an University of Architecture and Technology, Xi’an 710055, China)

Abstract

Sustainable development has become a global consensus, and green innovation is the key to promoting transition to sustainable development. The study on green innovation contributes to develop and implement green innovation policies. This paper investigates the spatio-temporal characteristics and driving mechanism of green innovation 2009–2019 in China from the perspective of economic geography based on a variety of methods such as GIS tools and Geodetector, in two dimensions of green innovation power (GIP) and green innovation growth ability (GIGA). The findings show that (1) The GIP and GIGA in China continue to increase, with obvious decreasing gradient characteristics from eastern to central and western China, extreme polarization, and obvious spatial aggregation, and the high-value regions show a change from coastal and riverine distribution to coastal distribution, with Shandong and Yangtze River Delta as the centers of high-value regions. (2) The power of the 18 driving factors on green innovation varies widely across time, and the 7 factors such as green area in urban completed area and investment in urban environmental infrastructure facilities are super interaction factors. Besides, the 5 variables of innovation input, foreign connection, economic environment, market environment and environmental regulation have different driving forces on green innovation, suggesting that the driving mechanism has changed in different periods. (3) Core factors of GIP were identified as R&D intramural expenditure and R&D personnel equivalent; important factors were identified as 5 factors such as R&D intramural expenditure in high-tech industry and FDI. Core factors of GIGA were identified as R&D intramural expenditure and added value of financial industry; important factors were identified as 4 factors such as R&D intramural expenditure in high-tech industry and GDP. (4) The 31 provinces in China were classified into 4 types of policy areas by BCG model, and proper policy suggestions were put forward. The research methods and conclusions of this paper can provide reference for green innovation policy optimization in China and other countries under similar conditions.

Suggested Citation

  • Weisong Mi & Kaixu Zhao & Pei Zhang, 2022. "Spatio-Temporal Evolution and Driving Mechanism of Green Innovation in China," Sustainability, MDPI, vol. 14(9), pages 1-27, April.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:9:p:5121-:d:800966
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    as
    1. Du, Gang & Yu, Meng & Sun, Chuanwang & Han, Zhao, 2021. "Green innovation effect of emission trading policy on pilot areas and neighboring areas: An analysis based on the spatial econometric model," Energy Policy, Elsevier, vol. 156(C).
    2. Fernández, Sara & Torrecillas, Celia & Labra, Romilio Ernesto, 2021. "Drivers of eco-innovation in developing countries: the case of Chilean firms," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    3. Clarence Tolliver & Hidemichi Fujii & Alexander Ryota Keeley & Shunsuke Managi, 2021. "Green Innovation and Finance in Asia," Asian Economic Policy Review, Japan Center for Economic Research, vol. 16(1), pages 67-87, January.
    4. Tomasz Kijek & Anna Matras-Bolibok, 2020. "Spatial Distribution of Eco-Innovation Performance: Evidence from European Countries," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 2), pages 766-778.
    5. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    6. Sidong Zhao & Yiran Yan & Jing Han, 2021. "Industrial Land Change in Chinese Silk Road Cities and Its Influence on Environments," Land, MDPI, vol. 10(8), pages 1-30, July.
    7. Ping Zhang & Weiwei Li & Kaixu Zhao & Sidong Zhao, 2021. "Spatial Pattern and Driving Mechanism of Urban–Rural Income Gap in Gansu Province of China," Land, MDPI, vol. 10(10), pages 1-29, September.
    8. Idiano D’Adamo & Claudio Sassanelli, 2022. "Biomethane Community: A Research Agenda towards Sustainability," Sustainability, MDPI, vol. 14(8), pages 1-22, April.
    9. Lu Wang & Wenzhong Ye & Lingming Chen, 2021. "Research on Green Innovation of the Great Changsha-Zhuzhou-Xiangtan City Group Based on Network," Land, MDPI, vol. 10(11), pages 1-15, November.
    10. Yuan Chen & Ahmed Bouferguene & Yinghua Shen & Mohamed Al-Hussein, 2019. "Difference analysis of regional population ageing from temporal and spatial perspectives: a case study in China," Regional Studies, Taylor & Francis Journals, vol. 53(6), pages 849-860, June.
    11. Weiliang Chen & Xinjian Huang & Yanhong Liu & Xin Luan & Yan Song, 2019. "The Impact of High-Tech Industry Agglomeration on Green Economy Efficiency—Evidence from the Yangtze River Economic Belt," Sustainability, MDPI, vol. 11(19), pages 1-18, September.
    12. Zhao, Nan & Liu, Xiaojie & Pan, Changfeng & Wang, Chenyang, 2021. "The performance of green innovation: From an efficiency perspective," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).
    13. Kiani Mavi, Reza & Kiani Mavi, Neda, 2021. "National eco-innovation analysis with big data: A common-weights model for dynamic DEA," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    14. Ghisetti, Claudia & Pontoni, Federico, 2015. "Investigating policy and R&D effects on environmental innovation: A meta-analysis," Ecological Economics, Elsevier, vol. 118(C), pages 57-66.
    15. Lingming Chen & Congjia Huo, 2021. "Impact of Green Innovation Efficiency on Carbon Emission Reduction in the Guangdong-Hong Kong-Macao GBA," Sustainability, MDPI, vol. 13(23), pages 1-22, December.
    16. Ke-Liang Wang & Fu-Qin Zhang, 2021. "Investigating the Spatial Heterogeneity and Correlation Network of Green Innovation Efficiency in China," Sustainability, MDPI, vol. 13(3), pages 1-20, January.
    17. Liu, Liyun & Zhao, Zhenzhi & Su, Bin & Ng, Tsan Sheng & Zhang, Mingming & Qi, Lin, 2021. "Structural breakpoints in the relationship between outward foreign direct investment and green innovation: An empirical study in China," Energy Economics, Elsevier, vol. 103(C).
    18. Han, Myat Su & Chen, Weiming, 2021. "Determinants of eco-innovation adoption of small and medium enterprises: An empirical analysis in Myanmar," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    19. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    20. Sidong Zhao & Kaixu Zhao & Ping Zhang, 2021. "Spatial Inequality in China’s Housing Market and the Driving Mechanism," Land, MDPI, vol. 10(8), pages 1-33, August.
    21. Jang-Hwan Jo & Tae Woo Roh & Seonghoon Kim & Yeo-Chang Youn & Mi Sun Park & Ki Joo Han & Eun Kyung Jang, 2015. "Eco-Innovation for Sustainability: Evidence from 49 Countries in Asia and Europe," Sustainability, MDPI, vol. 7(12), pages 1-16, December.
    22. Zeng, Juying & Škare, Marinko & Lafont, Juan, 2021. "The co-integration identification of green innovation efficiency in Yangtze River Delta region," Journal of Business Research, Elsevier, vol. 134(C), pages 252-262.
    23. Kesidou, Effie & Wu, Lichao, 2020. "Stringency of environmental regulation and eco-innovation: Evidence from the eleventh Five-Year Plan and green patents," Economics Letters, Elsevier, vol. 190(C).
    24. Dong Ouyang & Xigang Zhu & Xingguang Liu & Renfei He & Qian Wan, 2021. "Spatial Differentiation and Driving Factor Analysis of Urban Construction Land Change in County-Level City of Guangxi, China," Land, MDPI, vol. 10(7), pages 1-21, June.
    25. Miao, Cheng-lin & Duan, Meng-meng & Zuo, Yang & Wu, Xin-yu, 2021. "Spatial heterogeneity and evolution trend of regional green innovation efficiency--an empirical study based on panel data of industrial enterprises in China's provinces," Energy Policy, Elsevier, vol. 156(C).
    26. Huang, Hongyun & Wang, Fengrong & Song, Malin & Balezentis, Tomas & Streimikiene, Dalia, 2021. "Green innovations for sustainable development of China: Analysis based on the nested spatial panel models," Technology in Society, Elsevier, vol. 65(C).
    27. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    28. Deng, Yaling & You, Daming & Wang, Jingjing, 2022. "Research on the nonlinear mechanism underlying the effect of tax competition on green technology innovation - An analysis based on the dynamic spatial Durbin model and the threshold panel model," Resources Policy, Elsevier, vol. 76(C).
    29. Vanessa Oltra & Maïder Saint Jean, 2009. "Sectoral systems of environmental innovation: an application to the French automotive industry," Post-Print hal-00274413, HAL.
    30. Kesidou, Effie & Demirel, Pelin, 2012. "On the drivers of eco-innovations: Empirical evidence from the UK," Research Policy, Elsevier, vol. 41(5), pages 862-870.
    31. 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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    6. Shengzhe Ruan & Yi Song & Jinhua Cheng & Cheng Zhan, 2023. "Green Eco-Innovation and Supply of Critical Metals: Evidence from China," Sustainability, MDPI, vol. 15(17), pages 1-24, August.

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