IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i6p3187-d766783.html
   My bibliography  Save this article

Influence Mechanism of High-Tech Industrial Agglomeration on Green Innovation Performance: Evidence from China

Author

Listed:
  • Jiaoping Yang

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266000, China)

  • Shujun Wang

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266000, China)

  • Shan Sun

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266000, China)

  • Jianhua Zhu

    (School of Economics and Management, Qingdao University of Science and Technology, Qingdao 266000, China)

Abstract

This paper uses panel data from 30 provinces and cities in China between 2008 and 2017. It calculates the green innovation performance of each province and city based on the super-efficiency SBM model of unexpected output and measures the high-tech industrial agglomeration degree of each province and city by using the location entropy method. The influence of high-tech industrial agglomeration on green innovation is also empirically tested. It is found that the agglomeration level of high-tech industry and green innovation performance in Eastern China are much higher than those in Central and Western regions. There is a significant positive relationship between high-tech industrial agglomeration and green innovation performance. Human capital has a mediating effect in the positive impact of high-tech industry agglomeration on green innovation performance. The moderating effect of environmental regulation is markedly established. The higher the level of environmental regulation, the stronger the mediating effect of human capital. Based on the above conclusions, this paper puts forward relevant policy suggestions for promoting the organic combination of green and innovation-driven development and for promoting green transformation in China.

Suggested Citation

  • Jiaoping Yang & Shujun Wang & Shan Sun & Jianhua Zhu, 2022. "Influence Mechanism of High-Tech Industrial Agglomeration on Green Innovation Performance: Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3187-:d:766783
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/6/3187/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/6/3187/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Khan, Zeeshan & Malik, Muhammad Yousaf & Latif, Kashmala & Jiao, Zhilun, 2020. "Heterogeneous effect of eco-innovation and human capital on renewable & non-renewable energy consumption: Disaggregate analysis for G-7 countries," Energy, Elsevier, vol. 209(C).
    2. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    3. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    4. Sick, Nathalie & Preschitschek, Nina & Leker, Jens & Bröring, Stefanie, 2019. "A new framework to assess industry convergence in high technology environments," Technovation, Elsevier, vol. 84, pages 48-58.
    5. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    6. Christian Helmers, 2019. "Choose the Neighbor before the House: Agglomeration Externalities in a UK Science Park," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 31-55.
    7. Paul Ekins, 2010. "Eco-innovation for environmental sustainability: concepts, progress and policies," International Economics and Economic Policy, Springer, vol. 7(2), pages 267-290, August.
    8. Shen, Neng & Peng, Hui, 2021. "Can industrial agglomeration achieve the emission-reduction effect?," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
    9. Edward L. Glaeser & Giacomo A. M. Ponzetto & Kristina Tobio, 2014. "Cities, Skills and Regional Change," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 7-43, January.
    10. 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.
    11. Ekaterina Turkina & Boris Oreshkin & Raja Kali, 2019. "Regional innovation clusters and firm innovation performance: an interactionist approach," Regional Studies, Taylor & Francis Journals, vol. 53(8), pages 1193-1206, August.
    12. Zhang, Qi & Yu, Zhi & Kong, Dongmin, 2019. "The real effect of legal institutions: Environmental courts and firm environmental protection expenditure," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    13. Mian Yang & Yining Yuan & Fuxia Yang & Dalia Patino-Echeverri, 2021. "Effects of environmental regulation on firm entry and exit and China’s industrial productivity: a new perspective on the Porter Hypothesis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(4), pages 915-944, October.
    14. Miao, Chenglin & Fang, Debin & Sun, Liyan & Luo, Qiaoling, 2017. "Natural resources utilization efficiency under the influence of green technological innovation," Resources, Conservation & Recycling, Elsevier, vol. 126(C), pages 153-161.
    15. Jiangfeng Hu & Zhao Wang & Qinghua Huang & Xiaoqin Zhang, 2019. "Environmental Regulation Intensity, Foreign Direct Investment, and Green Technology Spillover—An Empirical Study," Sustainability, MDPI, vol. 11(10), pages 1-15, May.
    16. Liu, Mengdi & Tan, Ruipeng & Zhang, Bing, 2021. "The costs of “blue sky”: Environmental regulation, technology upgrading, and labor demand in China," Journal of Development Economics, Elsevier, vol. 150(C).
    17. Mark A. Cohen & Adeline Tubb, 2018. "The Impact of Environmental Regulation on Firm and Country Competitiveness: A Meta-analysis of the Porter Hypothesis," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(2), pages 371-399.
    18. Zhijun Feng & Wei Chen, 2018. "Environmental Regulation, Green Innovation, and Industrial Green Development: An Empirical Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 10(1), pages 1-22, January.
    19. Yin, Jianhua & Zheng, Mingzheng & Chen, Jian, 2015. "The effects of environmental regulation and technical progress on CO2 Kuznets curve: An evidence from China," Energy Policy, Elsevier, vol. 77(C), pages 97-108.
    20. Neng Shen & Yuqing Zhao & Qunwei Wang, 2018. "Diversified Agglomeration, Specialized Agglomeration, and Emission Reduction Effect—A Nonlinear Test Based on Chinese City Data," Sustainability, MDPI, vol. 10(6), pages 1-22, June.
    21. Malin Song & Qianjiao Xie, 2019. "How does green talent influence China’s economic growth?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 41(7), pages 1119-1134, 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. Xu Chen & Chunhong Liu & Changchun Gao & Yao Jiang, 2021. "Mechanism Underlying the Formation of Virtual Agglomeration of Creative Industries: Theoretical Analysis and Empirical Research," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    24. Najabat Ali & Khamphe Phoungthong & Kuaanan Techato & Waheed Ali & Shah Abbas & Joshuva Arockia Dhanraj & Anwar Khan, 2022. "FDI, Green Innovation and Environmental Quality Nexus: New Insights from BRICS Economies," Sustainability, MDPI, vol. 14(4), pages 1-17, February.
    25. Zhao, Hongli & Lin, Boqiang, 2019. "Will agglomeration improve the energy efficiency in China’s textile industry: Evidence and policy implications," Applied Energy, Elsevier, vol. 237(C), pages 326-337.
    26. Xing Xu, 2021. "Mechanism and Test of the Impact of Lack of Human Capital on Ecological Development in Innovation Sector," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-8, March.
    27. Zhuang Miao & Tomas Baležentis & Zhihua Tian & Shuai Shao & Yong Geng & Rui Wu, 2019. "Environmental Performance and Regulation Effect of China’s Atmospheric Pollutant Emissions: Evidence from “Three Regions and Ten Urban Agglomerations”," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(1), pages 211-242, September.
    28. Shi-Zheng Huang & Ka Yin Chau & Fengsheng Chien & Huawen Shen, 2020. "The Impact of Startups’ Dual Learning on Their Green Innovation Capability: The Effects of Business Executives’ Environmental Awareness and Environmental Regulations," Sustainability, MDPI, vol. 12(16), pages 1-17, August.
    29. Fenfen Wei & Nanping Feng & Kevin H. Zhang, 2017. "Innovation Capability and Innovation Talents: Evidence from China Based on a Quantile Regression Approach," Sustainability, MDPI, vol. 9(7), pages 1-15, July.
    30. Zhang, Bing & Liu, Mengdi, 2024. "The Costs of ”Blue Sky”: Environmental Regulation, Technology Upgrading, and Labor Demand in China," EfD Discussion Paper 24-4, Environment for Development, University of Gothenburg.
    31. Olga Lavrinenko & Svetlana Ignatjeva & Alina Ohotina & Oleg Rybalkin & Dainis Lazdans, 2019. "The Role of Green Economy in Sustainable Development (Case Study: The EU States)," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(3), pages 1113-1126, March.
    32. García-Granero, Eva M. & Piedra-Muñoz, Laura & Galdeano-Gómez, Emilio, 2018. "Eco-innovation measurement: A review of firm performance indicators," MPRA Paper 119905, University Library of Munich, Germany.
    33. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    34. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    35. Danquah, Michael & Amankwah-Amoah, Joseph, 2017. "Assessing the relationships between human capital, innovation and technology adoption: Evidence from sub-Saharan Africa," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 24-33.
    36. Francesco Capone & Luciana Lazzeretti, 2018. "The different roles of proximity in multiple informal network relationships: evidence from the cluster of high technology applied to cultural goods in Tuscany," Industry and Innovation, Taylor & Francis Journals, vol. 25(9), pages 897-917, October.
    37. Zhou, Min & Govindan, Kannan & Xie, Xiongbiao & Yan, Liang, 2021. "How to drive green innovation in China's mining enterprises? Under the perspective of environmental legitimacy and green absorptive capacity," Resources Policy, Elsevier, vol. 72(C).
    38. Yingyuan Guo & Xingneng Xia & Sheng Zhang & Danping Zhang, 2018. "Environmental Regulation, Government R&D Funding and Green Technology Innovation: Evidence from China Provincial Data," Sustainability, MDPI, vol. 10(4), pages 1-21, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiao Han & Yining Chen & Hehua Zhao, 2023. "Temporal–Spatial Evolution, Influencing Factors, and Driving Mechanisms of Environmental Regulation Performance Disparities: Evidence from China," Sustainability, MDPI, vol. 15(15), pages 1-26, July.
    2. Jingtai Wu & Xinyi Cai & Fei Zuo & Yue Dong, 2023. "Study on the Impact of Common Institutional Ownership on Corporate Green Transformation in the Context of “Dual Carbon”: Evidence from China," Sustainability, MDPI, vol. 15(15), pages 1-20, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    2. He, Wenjian & Cheng, Yu & Lin, Ying & Zhang, Hongxiao, 2022. "Microeconomic effects of designating National Forest Cities: Evidence from China's publicly traded manufacturing companies," Forest Policy and Economics, Elsevier, vol. 136(C).
    3. Liu, Wei & Zhao, Zhihui & Wen, Zhao & Cheng, Shixiong, 2022. "Environmental regulation and OFDI: Evidence from Chinese listed firms," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 191-208.
    4. Hanyuan Liang & Guangliang Li & Weikun Zhang & Zhe Chen, 2022. "The Impact of Green Innovation on Enterprise Performance: The Regulatory Role of Government Grants," Sustainability, MDPI, vol. 14(20), pages 1-17, October.
    5. Xie, Ronghui & Teo, Thompson S.H., 2022. "Green technology innovation, environmental externality, and the cleaner upgrading of industrial structure in China — Considering the moderating effect of environmental regulation," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    6. Chengliang Liu & Tao Wang & Qingbin Guo, 2019. "Does Environmental Regulation Repress the International R&D Spillover Effect? Evidence from China," Sustainability, MDPI, vol. 11(16), pages 1-16, August.
    7. Yu-Hong Ai & Di-Yun Peng & Huan-Huan Xiong, 2021. "Impact of Environmental Regulation Intensity on Green Technology Innovation: From the Perspective of Political and Business Connections," Sustainability, MDPI, vol. 13(9), pages 1-23, April.
    8. Joana Costa, 2021. "Carrots or Sticks: Which Policies Matter the Most in Sustainable Resource Management?," Resources, MDPI, vol. 10(2), pages 1-21, February.
    9. Du, Kerui & Liu, Xueyue & Zhao, Cheng, 2023. "Environmental regulation mitigates energy rebound effect," Energy Economics, Elsevier, vol. 125(C).
    10. Xu, Le & Yang, Lili & Li, Ding & Shao, Shuai, 2023. "Asymmetric effects of heterogeneous environmental standards on green technology innovation: Evidence from China," Energy Economics, Elsevier, vol. 117(C).
    11. Kang, Jijun & Yu, Chenyang & Xue, Rui & Yang, Dong & Shan, Yuli, 2022. "Can regional integration narrow city-level energy efficiency gap in China?," Energy Policy, Elsevier, vol. 163(C).
    12. Hongshan Ai & Shenglan Hu & Ke Li & Shuai Shao, 2020. "Environmental regulation, total factor productivity, and enterprise duration: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2284-2296, September.
    13. Zhang, Dan & Zheng, Mingbo & Feng, Gen-Fu & Chang, Chun-Ping, 2022. "Does an environmental policy bring to green innovation in renewable energy?," Renewable Energy, Elsevier, vol. 195(C), pages 1113-1124.
    14. Lili Yang & Jian Wang & Yuhao Feng & Qun Wu, 2022. "The Impact of the Regional Differentiation of Land Supply on Total Factor Productivity in China: From the Perspective of Total Factor Productivity Decomposition," Land, MDPI, vol. 11(10), pages 1-17, October.
    15. Muhammad Ramzan & Ummara Razi & Muhammad Umer Quddoos & Tomiwa Sunday Adebayo, 2023. "Do green innovation and financial globalization contribute to the ecological sustainability and energy transition in the United Kingdom? Policy insights from a bootstrap rolling window approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 393-414, February.
    16. Tang Meirun & Lahcene Makhloufi & Mohamad Ghozali Hassan, 2020. "Environmental Outcomes of Green Entrepreneurship Harmonization," Sustainability, MDPI, vol. 12(24), pages 1-26, December.
    17. Chen, Tianqi & Zhang, Yi & Jiang, Cailou & Li, Hui, 2023. "How does energy efficiency affect employment? Evidence from Chinese cities," Energy, Elsevier, vol. 280(C).
    18. Xinghua Wang & Shunchen Wu & Xiaojuan Qin & Meixiang La & Haixia Zuo, 2022. "Informal Environment Regulation, Green Technology Innovation and Air Pollution: Quasi-Natural Experiments from Prefectural Cities in China," Sustainability, MDPI, vol. 14(10), pages 1-13, May.
    19. Lena, Daniela & Pasurka, Carl A. & Cucculelli, Marco, 2022. "Environmental regulation and green productivity growth: Evidence from Italian manufacturing industries," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    20. Zhu, Xuehong & Zuo, Xuguang & Li, Hailing, 2021. "The dual effects of heterogeneous environmental regulation on the technological innovation of Chinese steel enterprises—Based on a high-dimensional fixed effects model," Ecological Economics, Elsevier, vol. 188(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:6:p:3187-:d:766783. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.