1,373
Views
0
CrossRef citations to date
0
Altmetric
Research article

Digital economy, industrial agglomeration, and green innovation efficiency: empirical analysis based on Chinese data

Article: 2289723 | Received 18 Jan 2023, Accepted 23 Nov 2023, Published online: 06 Dec 2023

References

  • Aguilera-Caracuel, J., & Ortiz de Mandojana, N. (2013). Green innovation and financial performance: An institutional approach. Organization & Environment, 26(4), 365–20. https://doi.org/10.1177/1086026613507931
  • Amore, M. D., & Bennedsen, M. (2016). Corporate governance and green innovation. Journal of Environmental Economics & Management, 75, 54–72. https://doi.org/10.1016/j.jeem.2015.11.003
  • Aritenang, A. F. (2021). The importance of agglomeration economies and technological level on local economic growth: The case of Indonesia. Journal of the Knowledge Economy, 12(2), 544–563. https://doi.org/10.1007/s13132-021-00735-8
  • Awan, U., Gölgeci, I., Makhmadshoev, D., & Mishra, N. (2022). Industry 4.0 and circular economy in an era of global value chains: What have we learned and what is still to be explored? Journal of Cleaner Production, 371, 133621. https://doi.org/10.1016/j.jclepro.2022.133621
  • Bertschek, I., Cerquera, D., & Klein, G. J. (2013). More bits–more bucks? Measuring the impact of broadband internet on firm performance. Information Economics and Policy, 25(3), 190–203. https://doi.org/10.1016/j.infoecopol.2012.11.002
  • Bronzini, R., & Piselli, P. (2016). The impact of R&D subsidies on firm innovation. Research Policy, 45(2), 442–457. https://doi.org/10.1016/j.respol.2015.10.008
  • Campo, R., & Trio, O. (2022). Think green: The eco-innovative approach of a sustainable small enterprise. Journal of the Knowledge Economy, 13(4), 2792–2803. https://doi.org/10.1007/s13132-021-00833-7
  • Cheng, Z., Li, L., & Liu, J. (2018). Industrial structure, technical progress and carbon intensity in China’s provinces. Renewable & Sustainable Energy Reviews, 81, 2935–2946. https://doi.org/10.1016/j.rser.2017.06.103
  • Chen, X., Liu, X., Gong, Z., & Xie, J. (2021). Three-stage super-efficiency DEA models based on the cooperative game and its application on the R&D green innovation of the Chinese high-tech industry. Computers & Industrial Engineering, 156, 107234. https://doi.org/10.1016/j.cie.2021.107234
  • Ellison, G., & Glaeser, E. L. (1997). Geographic concentration in US manufacturing industries: A dartboard approach. The Journal of Political Economy, 105(5), 889–927. https://doi.org/10.1086/262098
  • Fang, H. H., Lee, H. S., Hwang, S. N., & Chung, C. C. (2013). A slacks-based measure of super-efficiency in data envelopment analysis: An alternative approach. Omega, 41(4), 731–734. https://doi.org/10.1016/j.omega.2012.10.004
  • Ghisetti, C., & Rennings, K. (2014). Environmental innovations and profitability: How does it pay to be green? An empirical analysis on the German innovation survey. Journal of Cleaner Production, 75, 106–117. https://doi.org/10.1016/j.jclepro.2014.03.097
  • Hall, A. J., Kalantzi, O. I., & Thomas, G. O. (2003). Polybrominated diphenyl ethers (PBDEs) in grey seals during their first year of life—are they thyroid hormone endocrine disrupters? Environmental Pollution, 126(1), 29–37. https://doi.org/10.1016/S0269-7491(03)00149-0
  • Hanna, N. K. (2020). Assessing the digital economy: Aims, frameworks, pilots, results, and lessons. Journal of Innovation and Entrepreneurship, 9(1), 1–16. https://doi.org/10.1186/s13731-020-00129-1
  • Heinis, T. B., Hilario, J., & Meboldt, M. (2018). Empirical study on innovation motivators and inhibitors of Internet of things applications for industrial manufacturing enterprises. Journal of Innovation and Entrepreneurship, 7(1), 1–22. https://doi.org/10.1186/s13731-018-0090-7
  • Hellström, T. (2007). Dimensions of environmentally sustainable innovation: The structure of eco‐innovation concepts. Sustainable Development, 15(3), 148–159. https://doi.org/10.1002/sd.309
  • He, J., Peng, J., & Zeng, G. (2022). The spatiality of the creative digital economy: Local amenities to the spatial agglomeration of creative e-freelancers in China. Journal of the Knowledge Economy, 1–22. https://doi.org/10.1007/s13132-022-01088-6
  • Hu, A. J., Guo, A. J., & Zhong, F. L. (2018). Can high-tech industry agglomeration improve regional green economy efficiency? Chinese Journal of Population Resources and Environment, 28(9), 93–101.
  • Kohli, R., & Melville, N. P. (2019). Digital innovation: A review and synthesis. Information Systems Journal, 29(1), 200–223. https://doi.org/10.1111/isj.12193
  • Liu, Y., Yang, Y., Li, H., & Zhong, K. (2022). Digital economy development, industrial structure upgrading and green total factor productivity: Empirical evidence from China’s cities. International Journal of Environmental Research and Public Health, 19(4), 2414. https://doi.org/10.3390/ijerph19042414
  • Luo, S., Yimamu, N., Li, Y., Wu, H., Irfan, M., & Hao, Y. (2023). Digitalization and sustainable development: How could digital economy development improve green innovation in China? Business Strategy and the Environment, 32(4), 1847–1871. https://doi.org/10.1002/bse.3223
  • Lynn, J., & Peeva, N. (2021). Communications in the IPCC’s sixth assessment report cycle. Climatic Change, 169(1–2), 18. https://doi.org/10.1007/s10584-021-03233-7
  • Mandal, S. K. (2010). Do undesirable output and environmental regulation matter in energy efficiency analysis? Evidence from Indian cement industry. Energy Policy, 38(10), 6076–6083. https://doi.org/10.1016/j.enpol.2010.05.063
  • Martínez, P., & Alonso, P. (2018). Climate change in Colombia: A study to evaluate trends and perspectives for achieving sustainable development from society. International Journal of Climate Change Strategies and Management, 10(4), 632–652. https://doi.org/10.1108/IJCCSM-04-2017-0087
  • Miao, C. L., Duan, M. M., Zuo, Y., & Wu, X. Y. (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, 156, 112370. https://doi.org/10.1016/j.enpol.2021.112370
  • Oltra, V., & Saint Jean, M. (2009). Sectoral systems of environmental innovation: An application to the French automotive industry. Technological Forecasting & Social Change, 76(4), 567–583. https://doi.org/10.1016/j.techfore.2008.03.025
  • Pangarso, A., Sisilia, K., Setyorini, R., Peranginangin, Y., & Awirya, A. A. (2022). The long path to achieving green economy performance for micro small medium enterprise. Journal of Innovation and Entrepreneurship, 11(1), 1–19. https://doi.org/10.1186/s13731-022-00209-4
  • Rashidi, K., & Saen, R. F. (2015). Measuring eco-efficiency based on green indicators and potentials in energy saving and undesirable output abatement. Energy Economics, 50, 18–26. https://doi.org/10.1016/j.eneco.2015.04.018
  • Ren, Y. J., Wang, C. X., Zhang, S. Y., & Yu, C. (2019). High-tech industrial agglomeration, spatial spillover and green economy efficiency: A dynamic spatial Dubin model based on provincial data in China. Systems Eng, 37(1), 24–34.
  • Shabir, M. (2022). Does financial inclusion promote environmental sustainability: Analyzing the role of technological innovation and economic globalization. Journal of the Knowledge Economy, 1–28. https://doi.org/10.1007/s13132-022-01035-5
  • Song, Y., Yang, L., Sindakis, S., Aggarwal, S., & Chen, C. (2022). Analyzing the role of high-tech industrial agglomeration in green transformation and upgrading of manufacturing industry: The case of China. Journal of the Knowledge Economy, 1–31. https://doi.org/10.1007/s13132-022-00899-x
  • Spanos, Y. E., Vonortas, N. S., & Voudouris, I. (2015). Antecedents of innovation impacts in publicly funded collaborative R&D projects. Technovation, 36, 53–64. https://doi.org/10.1016/j.technovation.2014.07.010
  • TekSystems. (2022). State of digital transformation. Online article based on TekSystems third Annual State of Digital Transformation study with emphasis on how digital leaders architect and execute their digital strategy. © 2022 TEKsystems Global Services, LLC.
  • Thompson, P., Williams, R., & Thomas, B. (2013). Are UK SMEs with active web sites more likely to achieve both innovation and growth? Journal of Small Business and Enterprise Development, 20(4), 934–965. https://doi.org/10.1108/JSBED-05-2012-0067
  • Tian, G., & Zhang, X. (2022). Digital economy, non-agricultural employment and social division of labor. Management World, 05, 72–84. https://doi.org/10.19744/j.cnki.11-1235/f.2022.0069
  • Tobin, J. (1958). Estimation of relationships for limited dependent variables. Econometrica, 26(1), 24–36. https://doi.org/10.2307/1907382
  • Tone, K. (2001). A slacks-based measure of efficiency in data envelopment analysis. European Journal of Operational Research, 130(3), 498–509. https://doi.org/10.1016/S0377-2217(99)00407-5
  • Tong, H., Wang, Y., & Xu, J. (2020). Green transformation in China: Structures of endowment, investment, and employment. Structural Change and Economic Dynamics, 54, 173–185. https://doi.org/10.1016/j.strueco.2020.04.005
  • Wang, M., Li, Y., & Liao, G. (2021). Research on the impact of green technology innovation on energy total factor productivity, based on provincial data of China. Frontiers in Environmental Science, 9, 710931. https://doi.org/10.3389/fenvs.2021.710931
  • Wong, S. K. S. (2013). Environmental requirements, knowledge sharing and green innovation: Empirical evidence from the electronics industry in China. Business Strategy and the Environment, 22(5), 321–338. https://doi.org/10.1002/bse.1746
  • Wong, C. W., Lai, K. H., Shang, K. C., Lu, C. S., & Leung, T. K. P. (2012). Green operations and the moderating role of environmental management capability of suppliers on manufacturing firm performance. International Journal of Production Economics, 140(1), 283–294. https://doi.org/10.1016/j.ijpe.2011.08.031
  • Xu, X. C., & Zhang, M. H. (2020). Scale measurement of China’s digital economy from the perspective of international comparison. China Industrial Economics. 05, 23–41. https://doi.org/10.19581/j.carol.carroll.nki.ciejournal.2020.05.013.
  • Young, A. (2003). Gold into base metals: Productivity growth in the People’s Republic of China during the reform period. The Journal of Political Economy, 111(6), 1220–1261. https://doi.org/10.1086/378532
  • Zhang, W., Liu, X., Wang, D., & Zhou, J. (2022). Digital economy and carbon emission performance: Evidence at China’s city level. Energy Policy, 165, 112927. https://doi.org/10.1016/j.enpol.2022.112927
  • Zhao, T., Zhang, Z., & Liang, S. K. (2020). Digital economy, entrepreneurial activity and high-quality development: Empirical evidence from Chinese cities. Management World, 36(10), 65–76. https://doi.org/10.19744/j.cnki.11-1235/f.2020.0154
  • Zheng, W. L., Wang, J. W., Zhang, S. Q., Rehman Khan, S. A., An-Ding, J., Xu-Quan, Y., & Xin, Z. (2021). Evaluation of linkage efficiency between manufacturing industry and logistics industry considering the output of unexpected pollutants. Journal of the Air & Waste Management Association, 71(8), 304–314. https://doi.org/10.1080/10962247.2020.1811799
  • Zhu, B., Zhang, M., Zhou, Y., Wang, P., Sheng, J., He, K., Wei, Y.-M., & Xie, R. (2019). Exploring the effect of industrial structure adjustment on interprovincial green development efficiency in China: A novel integrated approach. Energy Policy, 134, 110946. https://doi.org/10.1016/j.enpol.2019.110946