Visualization analysis of research hotspots and frontiers on factors influencing urban green innovation—Based on CiteSpace knowledge map

Fanbo Li; Hongfeng Zhang; Xiaoyu Wei

doi:10.24294/jipd.v7i1.2067

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Visualization analysis of research hotspots and frontiers on factors influencing urban green innovation—Based on CiteSpace knowledge map

Fanbo Li

Hongfeng Zhang

Xiaoyu Wei

Journal of Infrastructure Policy and Development 2023, 7(1), 2067; https://doi.org/10.24294/jipd.v7i1.2067

Submitted：27 Apr 2023

Accepted：02 Jun 2023

Published：29 Jun 2023

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Abstract

With the increasing call for sustainable development, cities’ demand for green innovation has also been growing. However, relatively little research summarizes the influencing factors of urban green innovation. In this study, we conducted a visual analysis of 1193 research articles on green innovation in cities from the Web of Science core database using bibliometrics and visualization analysis. By analyzing co-occurrence, co-citation, and high-frequency keywords in the literature, we explored the current research status and development trends of influencing factors of urban green innovation and summarized the research in this field. The study found that collaboration among authors and institutions in this field needs to be strengthened to a certain extent. In addition, the study identified the research hotspots and frontiers in the field of urban green innovation, including “management”, “diffusion”, “smart city”, “indicator”, “sustainable city”, “governance”, and “environmental regulation”. Among them, “management”, “governance”, “indicator”, and “internet” are the research frontiers in this field, which are expected to have profound impacts on the future development of urban green innovation. The co-citation analysis results found that China has the highest research output in this field, followed by the United States, England, Australia, and Italy. In conclusion, this study uses CiteSpace software to identify important influencing factors and development trends of urban green innovation. Urban green innovation has gradually become a norm for social and collective behavior in the process of concretization, interdisciplinary development, and technological innovation. These findings have important reference value for promoting research and practice of urban green innovation.

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References

Aizawa M and Yang C (2010). “Green credit, green stimulus, green revolution? China’s mobilization of banks for environmental cleanup”. The Journal of Environment & Development, 19(2): 119–144. https://doi.org/10.1177/1070496510371192

Aldieri L, Brahmi M, Bruno B, et al. (2021). “Circular economy business models: The complementarities with sharing economy and eco-innovations investments”. Sustainability, 13(22): 12438. https://www.mdpi.com/2071-1050/13/22/12438

Borsatto JMLS and Bazani CL (2021). “Green innovation and environmental regulations: A systematic review of international academic works”. Environmental Science and Pollution Research, 28: 63751–63768. https://doi.org/10.1007/s11356-020-11379-7

Cai W and Li G (2018). “The drivers of eco-innovation and its impact on performance: Evidence from China”. Journal of Cleaner Production, 176: 110–118. https://doi.org/10.1016/j.jclepro.2017.12.109

Chen C (2006). “CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature”. Journal of the American Society for Information Science and Technology, 57(3): 359–377. https://doi.org/10.1002/asi.20317

Chen C (2014). The CiteSpace Manual. http://cluster.ischool.drexel.edu/~cchen/citespace/CiteSpaceManual.pdf

Chen C, Dubin R and Kim MC (2014). “Emerging trends and new developments in regenerative medicine: A scientometric update (2000–2014)”. Expert Opinion on Biological Therapy, 14(9): 1295–1317.

Cheng J, Yi J, Dai S, et al. (2019). “Can low-carbon city construction facilitate green growth? Evidence from China’s pilot low-carbon city initiative”. Journal of Cleaner Production, 231: 1158–1170. https://doi.org/10.1016/j.jclepro.2019.05.327

Costantini V, Crespi F, Marin G, et al. (2017). “Eco-innovation, sustainable supply chains and environmental performance in European industries”. Journal of Cleaner Production, 155: 141–154. https://doi.org/10.1016/j.jclepro.2016.09.038

Du K, Cheng Y and Yao X (2021). “Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities”. Energy Economics, 98: 105247. https://doi.org/10.1016/j.eneco.2021.105247

Fan F, Lian H, Liu X, et al. (2021). “Can environmental regulation promote urban green innovation Efficiency? An empirical study based on Chinese cities”. Journal of Cleaner Production, 287: 125060. https://doi.org/10.1016/j.jclepro.2020.125060

Fang Z, Razzaq A, Mohsin M, et al. (2022). “Spatial spillovers and threshold effects of internet development and entrepreneurship on green innovation efficiency in China”. Technology in Society, 68: 101844. https://doi.org/10.1016/j.techsoc.2021.101844

Garfin G, Jardine A, Merideth R, et al. (Eds.) (2013). Assessment of Climate Change in the Southwest United States: A Report Prepared for the National Climate Assessment. Island Press.

Harmon RR, Castro-Leon EG and Bhide S (2015). Smart Cities and the Internet of Things. 2015 Portland International Conference on Management of Engineering and Technology (PICMET), pp. 485–494. https://doi.org/10.1109/PICMET.2015.7273174

Hsu CC, Quang-Thanh N, Chien F, et al. (2021). “Evaluating green innovation and performance of financial development: Mediating concerns of environmental regulation”. Environmental Science and Pollution Research, 28(40): 57386–57397. https://doi.org/10.1007/s11356-021-14499-w

Irvine KN, Devine-Wright P, Payne SR, et al. (2009). “Green space, soundscape and urban sustainability: An interdisciplinary, empirical study”. Local Environment, 14(2): 155–172.

https://doi.org/10.1080/13549830802522061

Jang EK, Park MS, Roh TW, et al. (2015). “Policy instruments for eco-innovation in Asian countries”. Sustainability, 7(9): 12586–12614. https://doi.org/10.3390/su70912586

Jin P, Peng C and Song M (2019). “Macroeconomic uncertainty, high-level innovation, and urban green development performance in China”. China Economic Review, 55: 1–18. https://doi.org/10.1016/j.chieco.2019.02.008

Lee BX, Kjaerulf F, Turner S, et al. (2016). “Transforming our world: Implementing the 2030 agenda through sustainable development goal indicators”. Journal of Public Health Policy, 37: 13–31. https://doi.org/10.1057/s41271-016-0002-7

Li B and Wu S (2017). “Effects of local and civil environmental regulation on green total factor productivity in China: A spatial Durbin econometric analysis”. Journal of Cleaner Production, 153: 342–353. https://doi.org/10.1016/j.jclepro.2016.10.042

Li C, Li X, Song D, et al. (2022). “Does a carbon emissions trading scheme spur urban green innovation? Evidence from a quasi-natural experiment in China”. Energy & Environment, 33(4): 640–662. https://doi.org/10.1177/0958305X211015327

Li J, Chen L, Chen Y, et al. (2022). “Digital economy, technological innovation, and green economic efficiency—Empirical evidence from 277 cities in China”. Managerial and Decision Economics, 43(3): 616–629. https://doi.org/10.1002/mde.3406

Li KJ, Dong DD and Han YF (2020). “The analysis on the environmental performance of green innovation: An examination based on spatial spillover effect and rebound effect”. China Soft Science, 20: 112–121. https://doi.org/10.3969/j.issn.1002-9753.2020.07.009

Li L, Li M, Ma S, et al. (2022). “Does the construction of innovative cities promote urban green innovation?”. Journal of Environmental Management, 318: 115605. https://doi.org/10.1016/j.jenvman.2022.115605

Li R, Xu G and Ramanathan R (2022). “The impact of environmental investments on green innovation: An integration of factors that increase or decrease uncertainty”. Business Strategy and the Environment, 31(7): 3388–3405. https://doi.org/10.1002/bse.3090

Liao B and Li L (2022). “Urban green innovation efficiency and its influential factors: The Chinese evidence”. Environment, Development and Sustainability, 25: 6551–6573. https://doi.org/10.1007/s10668-022-02316-4

Liao Y, Qiu X, Wu A, et al. (2022). “Assessing the impact of green innovation on corporate sustainable development”. Frontiers in Energy Research, 9: 1005. https://doi.org/10.3389/fenrg.2021.800848

Liu J, Jiang Y, Gan S, et al. (2022). “Can digital finance promote corporate green innovation?”. Environmental Science and Pollution Research, 29(24): 35828–35840. https://doi.org/10.1007/s11356-022-18667-4

Liu K, Xue Y, Chen Z, et al. (2023). “The spatiotemporal evolution and influencing factors of urban green innovation in China”. Science of the Total Environment, 857: 159426. https://doi.org/10.1016/j.scitotenv.2022.159426

Lu C, Chen M and Tian G (2022). “Spatial-temporal evolution and influencing factors of urban green innovation efficiency in China”. Journal of Environmental and Public Health, 9: 800848. https://doi.org/10.3389/fenrg.2021.800848

Ma D and Zhu Q (2022). “Innovation in emerging economies: Research on the digital economy driving high-quality green development”. Journal of Business Research, 145: 801–813. https://doi.org/10.1016/j.jbusres.2022.03.041

Owen R, Brennan G and Lyon F (2018). “Enabling investment for the transition to a low carbon economy: Government policy to finance early stage green innovation”. Current Opinion in Environmental Sustainability, 31: 137–145. https://doi.org/10.1016/j.cosust.2018.03.004

Pan X, Cheng W, Gao Y, et al. (2021). “Is environmental regulation effective in promoting the quantity and quality of green innovation?”. Environmental Science and Pollution Research, 28: 6232–6241. https://doi.org/10.1007/s11356-020-10984-w

Peng W, Yin Y, Kuang C, et al. (2021). “Spatial spillover effect of green innovation on economic development quality in China: Evidence from a panel data of 270 prefecture-level and above cities”. Sustainable Cities and Society, 69: 102863. https://doi.org/10.1016/j.scs.2021.102863

Rutherford J and Coutard O (2014). “Urban energy transitions: Places, processes and politics of socio-technical change”. Urban Studies, 51(7): 1353–1377. https://doi.org/10.1177/0042098013500090

Sha K, Song T, Qi X, et al. (2006). “Rethinking China’s urbanization: An institutional innovation perspective”. Building Research & Information, 34(6): 573–583. https://doi.org/10.1080/09613210600852730

Shaheen F, Lodhi MS, Rosak-Szyrocka J, et al. (2022). “Cleaner technology and natural resource management: An environmental sustainability perspective from China”. Clean Technologies, 4(3): 584–606. https://doi.org/10.3390/cleantechnol4030036

Sharma N, Paço A and Kautish P (2022). “The impact of eco-innovation on green buying behaviour: The moderating effect of emotional loyalty and generation”. Management of Environmental Quality: An International Journal, 33(4): 1026–1045. https://doi.org/10.1108/MEQ-11-2021-0267

Song M, Du J and Tan KH (2018). “Impact of fiscal decentralization on green total factor productivity”. International Journal of Production Economics, 205: 359–367. https://doi.org/10.1016/j.ijpe.2018.09.019

Tian Y and Feng C (2021). “The heterogeneous impact of environmental regulation on urban green scale economy: An empirical analysis based on city-level panel data in China”. Environmental Science and Pollution Research, 28(35): 48392–48407. https://doi.org/10.1007/s11356-021-14031-0

Úbeda‐García M, Marco‐Lajara B, Zaragoza‐Sáez PC, et al. (2022). “Green ambidexterity and environmental performance: The role of green human resources”. Corporate Social Responsibility and Environmental Management, 29(1): 32–45. https://doi.org/10.1002/csr.2171

Wang C, You F and Xue D (2002). “The causes and alleviating countermeasures of the problems of water resources utilization in areas along Yellow River in Inner Mongolia”. Journal of Natural Resources, 17(5): 579–589.

Wang S, Abbas J, Sial MS, et al. (2022). “Achieving green innovation and sustainable development goals through green knowledge management: Moderating role of organizational green culture”. Journal of Innovation & Knowledge, 7(4): 100272. https://doi.org/10.1016/j.jik.2022.100272

Wu G, Xu Q, Niu, X, et al. (2022). “How does government policy improve green technology innovation: An empirical study in China”. Frontiers in Environmental Science, 9: 723. https://doi.org/10.3389/fenvs.2021.799794

Xie X and Zhu Q (2021). “Qiye lvse chuangxin shijian ruhe pojie “hexie gongsheng” nanti? [How can green innovation solve the dilemmas of ‘Harmonious Coexistence’]”. Guanli Shijie, 37(9): 128–149.

Yang Q, Gao D, Song D, et al. (2021). “Environmental regulation, pollution reduction and green innovation: The case of the Chinese Water Ecological Civilization City Pilot policy”. Economic Systems, 45(4): 100911. https://doi.org/10.1016/j.ecosys.2021.100911

Yang S, Wang W, Feng D, et al. (2022). “Impact of pilot environmental policy on urban eco-innovation”. Journal of Cleaner Production, 341: 130858. https://doi.org/10.1016/j.jclepro.2022.130858

Yeh H (2017). “The effects of successful ICT-based smart city services: From citizens’ perspectives”. Government Information Quarterly, 34(3): 556–565. https://doi.org/10.1016/j.giq.2017.05.001

Zhang H, Wang Y, Li R, et al. (2023). “Can green finance promote urban green development? Evidence from green finance reform and innovation pilot zone in China”. Environmental Science and Pollution Research, 30(5): 12041–12058. https://doi.org/10.1007/s11356-022-22886-0

Zhang J, Kang L, Li H, et al. (2020). “The impact of environmental regulations on urban Green innovation efficiency: The case of Xi’an”. Sustainable Cities and Society, 57: 102123. https://doi.org/10.1016/j.scs.2020.102123

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