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Green innovation, industrial structure and urban eco-efficiency in Chinese cities

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  • Wang, Hai-Jie
  • Zheng, Mei-Qi
  • Yin, Hua-Tang
  • Chang, Chun-Ping

Abstract

In the context of significant environmental changes, the urgency of adopting green innovation has become increasingly apparent as a central mechanism for adjusting industrial structures in China. This transition serves not only as a crucial way to address pressing environmental challenges, but also as a fundamental strategy to improve the ecological efficiency of urban areas. Existing research mainly keeps a close eye on the unidirectional relationship between variables such as technological innovation and environmental protection. There is less relevant literature that has researched the cointegration relationship among green innovation, industrial structure, and eco-efficiency of cities. The essential role of green innovation and industrial structure in reaching a higher eco-efficiency of city are discussed in this research and the relationship among these three variables are analyzed by the evidence from cities in China from 2011 to 2019. The fact that the variables are cointegrated in the long run is evidenced by the results for the full sample. The sub-sample results report that in the eastern region, green innovation, industrial structure upgrading, and industrial structure rationalization could improve urban eco-efficiency. However, in Midwest regions where economic development is relatively backward, green innovation's effect on urban eco-efficiency is not in a significant positive way. The results obtained in this paper have implications for different cities in China to formulate corresponding policies on green innovation, industrial structure, and urban eco-efficiency.

Suggested Citation

  • Wang, Hai-Jie & Zheng, Mei-Qi & Yin, Hua-Tang & Chang, Chun-Ping, 2024. "Green innovation, industrial structure and urban eco-efficiency in Chinese cities," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1011-1024.
  • Handle: RePEc:eee:ecanpo:v:82:y:2024:i:c:p:1011-1024
    DOI: 10.1016/j.eap.2024.04.028
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    as
    1. Li, Lan-Bing & Hu, Jin-Li, 2012. "Ecological total-factor energy efficiency of regions in China," Energy Policy, Elsevier, vol. 46(C), pages 216-224.
    2. Lin, Ying & Yin, Hua-Tang & Wen, Jun & Chang, Chun-Ping, 2024. "Assessing the impact of religion on environmental quality," Economic Systems, Elsevier, vol. 48(1).
    3. Lai, Xiaodong & Liu, Jixian & Shi, Qian & Georgiev, Georgi & Wu, Guangdong, 2017. "Driving forces for low carbon technology innovation in the building industry: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 299-315.
    4. Fagerberg, Jan, 2000. "Technological progress, structural change and productivity growth: a comparative study," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 393-411, December.
    5. Rehman, Shafique Ur & Kraus, Sascha & Shah, Syed Asim & Khanin, Dmitry & Mahto, Raj V., 2021. "Analyzing the relationship between green innovation and environmental performance in large manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    6. Wang, Quan-Jing & Feng, Gen-Fu & Wang, Hai-Jie & Chang, Chun-Ping, 2021. "The impacts of democracy on innovation: Revisited evidence," Technovation, Elsevier, vol. 108(C).
    7. Zhang, Xing-Ping & Cheng, Xiao-Mei, 2009. "Energy consumption, carbon emissions, and economic growth in China," Ecological Economics, Elsevier, vol. 68(10), pages 2706-2712, August.
    8. Kelly, Arsene Mouongue & Ngo Nguéda Radler, Romaine Doline, 2024. "Does energy consumption matter for climate change in Africa? New insights from panel data analysis," Innovation and Green Development, Elsevier, vol. 3(3).
    9. Du, Kerui & Cheng, Yuanyuan & Yao, Xin, 2021. "Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities," Energy Economics, Elsevier, vol. 98(C).
    10. Zhu, Lin & Luo, Jian & Dong, Qingli & Zhao, Yang & Wang, Yunyue & Wang, Yong, 2021. "Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    11. Niu, Bingcheng, 2024. "Government environmental protection expenditure and national ESG performance: Global evidence," Innovation and Green Development, Elsevier, vol. 3(2).
    12. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    13. Ming Yi & Xiaomeng Fang & Le Wen & Fengtao Guang & Yao Zhang, 2019. "The Heterogeneous Effects of Different Environmental Policy Instruments on Green Technology Innovation," IJERPH, MDPI, vol. 16(23), pages 1-19, November.
    14. Marin, Giovanni, 2014. "Do eco-innovations harm productivity growth through crowding out? Results of an extended CDM model for Italy," Research Policy, Elsevier, vol. 43(2), pages 301-317.
    15. Tsuboi, Mizuki, 2019. "Resource scarcity, technological progress, and stochastic growth," Economic Modelling, Elsevier, vol. 81(C), pages 73-88.
    16. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    17. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    18. Rahman, Md. Hasanur & Tanchangya, Tipon & Rahman, Junaid & Aktar, Most. Asikha & Majumder, Shapan Chandra, 2024. "Corporate social responsibility and green financing behavior in Bangladesh: Towards sustainable tourism," Innovation and Green Development, Elsevier, vol. 3(3).
    19. Lee, Sanghoon & Oh, Dae-Won, 2015. "Economic growth and the environment in China: Empirical evidence using prefecture level data," China Economic Review, Elsevier, vol. 36(C), pages 73-85.
    20. Mingbo Zheng & Qiang Du & Quan-Jing Wang, 2023. "Nexus between Green Finance and Renewable Energy Development in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(4), pages 1205-1218, March.
    21. Kawasaki, Akio & Naito, Tohru, 2024. "The influence of transportation costs and environmental damage on social welfare under asymmetric multi-market mixed oligopoly," Innovation and Green Development, Elsevier, vol. 3(3).
    22. He, Jie & Wang, Hua, 2012. "Economic structure, development policy and environmental quality: An empirical analysis of environmental Kuznets curves with Chinese municipal data," Ecological Economics, Elsevier, vol. 76(C), pages 49-59.
    23. Zhou, Xiaoxiao & Cai, Ziming & Tan, Kim Hua & Zhang, Linling & Du, Juntao & Song, Malin, 2021. "Technological innovation and structural change for economic development in China as an emerging market," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    24. Zhao, Xiaoli & Ma, Qian & Yang, Rui, 2013. "Factors influencing CO2 emissions in China's power industry: Co-integration analysis," Energy Policy, Elsevier, vol. 57(C), pages 89-98.
    25. Cherniwchan, Jevan, 2012. "Economic growth, industrialization, and the environment," Resource and Energy Economics, Elsevier, vol. 34(4), pages 442-467.
    26. Fan, Chenguang & Bae, Seongho & Liu, Yu, 2024. "Can FinTech transform corporate liquidity? Evidence from China," Innovation and Green Development, Elsevier, vol. 3(2).
    27. Tu, Zhengge & Hu, Tianyang & Shen, Renjun, 2019. "Evaluating public participation impact on environmental protection and ecological efficiency in China: Evidence from PITI disclosure," China Economic Review, Elsevier, vol. 55(C), pages 111-123.
    28. Wang, Jun-Zhuo & Feng, Gen-Fu & Yin, Hua-Tang & Chang, Chun-Ping, 2023. "Toward sustainable development: Does the rising oil price stimulate innovation in climate change mitigation technologies?," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 569-583.
    29. 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.
    30. Cheng, Zhonghua & Li, Lianshui & Liu, Jun, 2018. "Industrial structure, technical progress and carbon intensity in China's provinces," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2935-2946.
    31. Lee, Chien-Chiang & Wang, Chang-song, 2022. "Financial development, technological innovation and energy security: Evidence from Chinese provincial experience," Energy Economics, Elsevier, vol. 112(C).
    32. Sue Wing, Ian & Eckaus, Richard S., 2007. "The implications of the historical decline in US energy intensity for long-run CO2 emission projections," Energy Policy, Elsevier, vol. 35(11), pages 5267-5286, November.
    33. Wu, Ning & Liu, ZuanKuo, 2021. "Higher education development, technological innovation and industrial structure upgrade," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    34. Wang, Hai-jie & Tang, Kai, 2023. "Extreme climate, innovative ability and energy efficiency," Energy Economics, Elsevier, vol. 120(C).
    35. Gong, Min & Zeng, Yidi & Zhang, Fan, 2023. "New infrastructure, optimization of resource allocation and upgrading of industrial structure," Finance Research Letters, Elsevier, vol. 54(C).
    36. Ferdoush, Md. Ruhul & Aziz, Ridwan Al & Karmaker, Chitra Lekha & Debnath, Binoy & Limon, Mohammad Hossain & Bari, A.B.M. Mainul, 2024. "Unraveling the challenges of waste-to-energy transition in emerging economies: Implications for sustainability," Innovation and Green Development, Elsevier, vol. 3(2).
    37. Wang, Deqing & Tian, Sihua & Fang, Lei & Xu, Yan, 2020. "A functional index model for dynamically evaluating China's energy security," Energy Policy, Elsevier, vol. 147(C).
    38. Li, Ke & Lin, Boqiang, 2015. "Impacts of urbanization and industrialization on energy consumption/CO2 emissions: Does the level of development matter?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1107-1122.
    39. Niu, Peng & Sun, Kun & Sun, Lirong & Chang, Chao-Wen, 2024. "The political economy and green innovation: A scientometric analysis," Innovation and Green Development, Elsevier, vol. 3(2).
    40. Lee, Chi-Chuan & Lee, Chien-Chiang, 2024. "Not all are alike: Assessing the effect of geopolitical risk on regional renewable energy development in China," Renewable Energy, Elsevier, vol. 222(C).
    41. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    42. Min Hong & Zhenghui Li & Benjamin Drakeford, 2021. "Do the Green Credit Guidelines Affect Corporate Green Technology Innovation? Empirical Research from China," IJERPH, MDPI, vol. 18(4), pages 1-21, February.
    43. Ghisetti, Claudia & Quatraro, Francesco, 2017. "Green Technologies and Environmental Productivity: A Cross-sectoral Analysis of Direct and Indirect Effects in Italian Regions," Ecological Economics, Elsevier, vol. 132(C), pages 1-13.
    44. Yue Zhu & Juntao Zhang & Caiquan Duan, 2023. "How does green finance affect the low-carbon economy? Capital allocation, green technology innovation and industry structure perspectives," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 36(2), pages 2110138-211, July.
    45. Du, Kerui & Li, Jianglong, 2019. "Towards a green world: How do green technology innovations affect total-factor carbon productivity," Energy Policy, Elsevier, vol. 131(C), pages 240-250.
    46. Atalla, Tarek & Bean, Patrick, 2017. "Determinants of energy productivity in 39 countries: An empirical investigation," Energy Economics, Elsevier, vol. 62(C), pages 217-229.
    47. Humaira Yasmeen & Qingmei Tan & Hashim Zameer & Junlan Tan & Kishwar Nawaz, 2020. "Exploring the impact of technological innovation, environmental regulations and urbanization on ecological efficiency of China in the context of COP21," Post-Print hal-03558085, HAL.
    48. Dyckhoff, H. & Allen, K., 2001. "Measuring ecological efficiency with data envelopment analysis (DEA)," European Journal of Operational Research, Elsevier, vol. 132(2), pages 312-325, July.
    49. Lee, Chi-Chuan & Song, Hepeng & Lee, Chien-Chiang, 2023. "Assessing the effect of green finance on energy inequality in China via household-level analysis," Energy Economics, Elsevier, vol. 128(C).
    50. Han, Xinyu & Cai, Qihua, 2024. "Environmental regulation, green credit, and corporate environmental investment," Innovation and Green Development, Elsevier, vol. 3(3).
    51. Long, Han & Feng, Genfu, 2024. "Does national ESG performance curb greenhouse gas emissions?," Innovation and Green Development, Elsevier, vol. 3(3).
    52. Raihan, Asif & Mainul Bari, A.B.M., 2024. "Energy-economy-environment nexus in China: The role of renewable energies toward carbon neutrality," Innovation and Green Development, Elsevier, vol. 3(3).
    53. Bhat, Aijaz Ahmad & Mir, Ajaz Akber & Allie, Adeel Hussain & Ahmad Lone, Mushtaq & Al-Adwan, Ahmad Samed & Jamali, Dima & Riyaz, Iqra, 2024. "Unlocking corporate social responsibility and environmental performance: Mediating role of green strategy, innovation, and leadership," Innovation and Green Development, Elsevier, vol. 3(2).
    54. Zhao, Xin & Shang, Yuping & Song, Malin, 2020. "Industrial structure distortion and urban ecological efficiency from the perspective of green entrepreneurial ecosystems," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    55. Gen-Fu Feng & Xudong Li, 2024. "The Roles of Anti-Monopoly on Green Innovation: Evidence from the Chinese Manufacturing Industry," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(1), pages 1-18, January.
    56. Huaping Sun & Muhammad Ikram & Muhammad Mohsin & Qaiser Abbas, 2021. "Energy Security And Environmental Efficiency: Evidence From Oecd Countries," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 66(02), pages 489-506, March.
    57. Bajaj, Megha & Sasaki, Nophea & Tsusaka, Takuji W. & Venkatappa, Manjunatha & Abe, Issei & Shrestha, Rajendra P., 2024. "Assessing changes in mangrove forest cover and carbon stocks in the Lower Mekong Region using Google Earth Engine," Innovation and Green Development, Elsevier, vol. 3(3).
    58. Chang, Yuan & Huang, Runze & Ries, Robert J. & Masanet, Eric, 2014. "Shale-to-well energy use and air pollutant emissions of shale gas production in China," Applied Energy, Elsevier, vol. 125(C), pages 147-157.
    59. Zhao, Jingfeng & Tang, Jianmin, 2018. "Industrial structure change and economic growth: A China-Russia comparison," China Economic Review, Elsevier, vol. 47(C), pages 219-233.
    60. Zhou, Xiaoyan & Zhang, Jie & Li, Junpeng, 2013. "Industrial structural transformation and carbon dioxide emissions in China," Energy Policy, Elsevier, vol. 57(C), pages 43-51.
    61. Ahakwa, Isaac & Tackie, Evelyn Agba & Tackie, Faustina Korkor & Mangudhla, Tinashe & Baig, Jibal & Islam, Sartaj ul & Sarpong, Francis Atta, 2024. "Greening the path to carbon neutrality in the post-COP26 era: Embracing green energy, green innovation, and green human capital," Innovation and Green Development, Elsevier, vol. 3(3).
    62. Livio D. DeSimone & Frank Popoff, 2000. "Eco-Efficiency: The Business Link to Sustainable Development," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262541092, April.
    63. Mingbo Zheng & Gen-Fu Feng & Chun-Ping Chang, 2023. "Is green finance capable of promoting renewable energy technology? Empirical investigation for 64 economies worldwide," Oeconomia Copernicana, Institute of Economic Research, vol. 14(2), pages 483-510, June.
    64. Gholam Reza Zandi & Nadeem Khalid & Dewan Md. Zahurul Islam, 2019. "Nexus of Knowledge Transfer, Green Innovation and Environmental Performance: Impact of Environmental Management Accounting," International Journal of Energy Economics and Policy, Econjournals, vol. 9(5), pages 387-393.
    65. Lee, Chi-Chuan & Song, Hepeng & An, Jiafu, 2024. "The impact of green finance on energy transition: Does climate risk matter?," Energy Economics, Elsevier, vol. 129(C).
    66. Salihi, Awaisu Adamu & Ibrahim, Haslindar & Baharudin, Dayana Mastura, 2024. "Environmental governance as a driver of green innovation capacity and firm value creation," Innovation and Green Development, Elsevier, vol. 3(2).
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    Keywords

    Urban eco-efficiency; Green innovation; Industrial structure; Panel co-integration;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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