Abstract

The relationship between urban spatial structure, economic activities, and the environment is complex and interdependent, yet there is a paucity of literature that examines green innovation from a macro perspective of the urban development mode. To fill this gap, this study employs panel data from 268 Chinese cities between 2008 and 2018 to investigate how a city’s capacity for green innovation is influenced by its urban spatial structure, specifically in terms of urban compactness. Our results demonstrate a significant inverted U-shaped relationship between the compactness of urban spatial structure and green innovation, which remains robust even when using instrumental variable estimation. We find that an increase in urban compactness promotes green innovation when the compactness index value is less than 4.49 (3.74–4.10 with instrumental variable estimate). However, beyond this threshold, agglomeration diseconomies begin to outweigh agglomeration economies, and a decentralized growth pattern becomes more conducive to green innovation. These findings suggest that indiscriminate deployment of urban polycentric development plans may hinder a city’s green innovation capacity.

Practical Applications

With the growth of urban population, the importance of urban environmental protection becomes more prominent. Therefore, should we stick with the compact urban development paradigm or transition to polycentric development to achieve sustainable urban growth? Using data from 238 Chinese cities from 2008 to 2018, we discover that adopting a compact spatial structure is more conducive to green innovation when the city population concentration has not yet reached a critical value, and that the latter structure is more effective when cities are overcrowded. Furthermore, we underline that for cities with difficult-to-extend metropolitan limits and excessive agglomeration, increasing institutional regulation might minimize the detrimental consequences of excessive agglomeration on city sustainability.

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Data Availability Statement

Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

This work was supported by the National Natural Science Foundation of China #1 under Grant Number 71904039 and 72202053; Fundamental Research Funds for the Central Universities #2 under Grant Number JS2019HGXJ0042.

References

Acemoglu, D., P. Aghion, L. Bursztyn, and D. Hemous. 2012. “The environment and directed technical change.” Am. Econ. Rev. 102 (1): 131–166.
Albort-Morant, G., A. Leal-Millán, and G. Cepeda-Carrión. 2016. “The antecedents of green innovation performance: A model of learning and capabilities.” J. Bus. Res. 69 (11): 4912–4917. https://doi.org/10.1016/j.jbusres.2016.04.052.
Aldrich, H. E., and C. M. Fiol. 1994. “Fools rush in? The institutional context of industry creation.” Acad. Manage. Rev. 19 (4): 645–670. https://doi.org/10.2307/258740.
Arzaghi, M., and J. V. Henderson. 2008. “Networking off Madison Avenue.” Rev. Econ. Stud. 75 (4): 1011–1038. https://doi.org/10.1111/j.1467-937X.2008.00499.x.
Bai, Y., S. Song, J. Jiao, and R. Yang. 2019. “The impacts of government R&D subsidies on green innovation: Evidence from Chinese energy-intensive firms.” J. Cleaner Prod. 233: 819–829. https://doi.org/10.1016/j.jclepro.2019.06.107.
Barbieri, N., A. Marzucchi, and U. Rizzo. 2020. “Knowledge sources and impacts on subsequent inventions: Do green technologies differ from non-green ones?” Res. Policy 49 (2): 103901. https://doi.org/10.1016/j.respol.2019.103901.
Bhaduri, B., E. Bright, P. Coleman, and J. Dobson. 2002. “Landscan.” Geoinformatics 5 (2): 34–37.
Boarnet, M. G., and X. Wang. 2019. “Urban spatial structure and the potential for vehicle miles traveled reduction: The effects of accessibility to jobs within and beyond employment sub-centers.” Ann. Reg. Sci. 62 (2): 381–404.
Breheny, M. 1997. “Urban compaction: Feasible and acceptable?” Cities 14 (4): 209–217. https://doi.org/10.1016/S0264-2751(97)00005-X.
Brock, W. A., and M. S. Taylor. 2010. “The green Solow model.” J. Econ. Growth 15 (2): 127–153. https://doi.org/10.1007/s10887-010-9051-0.
Buesa, M., J. Heijs, and T. Baumert. 2010. “The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach.” Res. Policy 39 (6): 722–735. https://doi.org/10.1016/j.respol.2010.02.016.
Burton, E. 2002. “Measuring urban compactness in UK towns and cities.” Environ. Plann. B: Plann. Des. 29 (2): 219–250. https://doi.org/10.1068/b2713.
Chauvin, J. P., E. Glaeser, Y. Ma, and K. Tobio. 2017. “What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States.” J. Urban Econ. 98: 17–49. https://doi.org/10.1016/j.jue.2016.05.003.
Chen, K., and J. Guan. 2012. “Measuring the efficiency of China’s regional innovation systems: Application of network data envelopment analysis (DEA).” Reg. Stud. 46 (3): 355–377. https://doi.org/10.1080/00343404.2010.497479.
Chen, X., Z. Liu, and C. Ma. 2017. “Chinese innovation-driving factors: Regional structure, innovation effect, and economic development—empirical research based on panel data.” Ann. Reg. Sci. 59 (1): 43–68. https://doi.org/10.1007/s00168-017-0818-5.
Chen, X., N. Yi, L. Zhang, and D. Li. 2018. “Does institutional pressure foster corporate green innovation? Evidence from China’s top 100 companies.” J. Cleaner Prod. 188: 304–311. https://doi.org/10.1016/j.jclepro.2018.03.257.
Cho, H. S., and M. J. Choi. 2014. “Effects of compact urban development on air pollution: Empirical evidence from Korea.” Sustainability 6 (9): 5968–5982. https://doi.org/10.3390/su6095968.
Cooke, P. 2010. “Regional innovation systems: Development opportunities from the ‘green turn’.” Technol. Anal. Strategic Manage. 22 (7): 831–844. https://doi.org/10.1080/09537325.2010.511156.
Dantzig, G. B. 1973. “The ORSA New Orleans address on compact city.” Manage. Sci. 19 (10): 1151–1161. https://doi.org/10.1287/mnsc.19.10.1151.
Desmet, K., J. F. Gomes, and I. Ortuño-Ortín. 2020. “The geography of linguistic diversity and the provision of public goods.” J. Dev. Econ. 143: 102384. https://doi.org/10.1016/j.jdeveco.2019.102384.
Dong, Z., and H. Wang. 2021. “Urban wealth and green technology choice.” Econ. Res. J. 4: 143–159.
Du, K., Y. Cheng, and X. Yao. 2021. “Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities.” Energy Econ. 98: 105247. https://doi.org/10.1016/j.eneco.2021.105247.
Du, R., and J. Zhang. 2019. “Walled cities and urban density in China.” Pap. Reg. Sci. 98 (3): 1517–1539. https://doi.org/10.1111/pirs.12415.
Duranton, G., & Puga, D. (2004). “Micro-foundations of urban agglomeration economies.” In Vol. 4 of Handbook of regional and urban economics, edited by J. V. Henderson and J. F. Thisse, 2063–2117. Amsterdam, Netherlands: Elsevier.
Duranton, G., and M. A. Turner. 2018. “Urban form and driving: Evidence from US cities.” J. Urban Econ. 108: 170–191. https://doi.org/10.1016/j.jue.2018.10.003.
Ellison, G., E. L. Glaeser, and W. R. Kerr. 2010. “What causes industry agglomeration? Evidence from coagglomeration patterns.” Am. Econ. Rev. 100 (3): 1195–1213. https://doi.org/10.1257/aer.100.3.1195.
Faberman, R. J., and M. Freedman. 2016. “The urban density premium across establishments.” J. Urban Econ. 93: 71–84. https://doi.org/10.1016/j.jue.2016.03.006.
Feldman, M. P., and D. F. Kogler. 2010. “Stylized facts in the geography of innovation.” Handb. Econ. Innov. 1: 381–410. https://doi.org/10.1016/S0169-7218(10)01008-7.
Folta, T. B., A. C. Cooper, and Y. S. Baik. 2006. “Geographic cluster size and firm performance.” J. Bus. Venturing 21 (2): 217–242. https://doi.org/10.1016/j.jbusvent.2005.04.005.
Fritsch, M., and V. Slavtchev. 2011. “Determinants of the efficiency of regional innovation systems.” Reg. Stud. 45 (7): 905–918. https://doi.org/10.1080/00343400802251494.
Gaigné, C., S. Riou, and J. F. Thisse. 2012. “Are compact cities environmentally friendly?” J. Urban Econ. 72 (2–3): 123–136. https://doi.org/10.1016/j.jue.2012.04.001.
Glaeser, E. L., and M. E. Kahn. 2010. “The greenness of cities: Carbon dioxide emissions and urban development.” J. Urban Econ. 67 (3): 404–418. https://doi.org/10.1016/j.jue.2009.11.006.
Gunasekaran, A., and A. Spalanzani. 2012. “Sustainability of manufacturing and services: Investigations for research and applications.” Int. J. Prod. Econ. 140 (1): 35–47. https://doi.org/10.1016/j.ijpe.2011.05.011.
Guo, D., S. Bose, and K. Alnes. 2017. “Employment implications of stricter pollution regulation in China: Theories and lessons from the USA.” Environ. Dev. Sustainability 19 (2): 549–569. https://doi.org/10.1007/s10668-015-9745-8.
Hausman, N. 2022. “University innovation and local economic growth.” Rev. Econ. Stat. 104 (4): 718–735. https://doi.org/10.1162/rest_a_01027.
Henderson, J. V., D. Nigmatulina, and S. Kriticos. 2021. “Measuring urban economic density.” J. Urban Econ. 125: 103188. https://doi.org/10.1016/j.jue.2019.103188.
Huang, Z., G. Liao, and Z. Li. 2019. “Loaning scale and government subsidy for promoting green innovation.” Technol. Forecasting Social Change 144: 148–156. https://doi.org/10.1016/j.techfore.2019.04.023.
Ioannides, Y. M., and J. Zhang. 2017. “Walled cities in late imperial China.” J. Urban Econ. 97: 71–88. https://doi.org/10.1016/j.jue.2016.10.004.
Klemetsen, M. E., B. Bye, and A. Raknerud. 2018. “Can direct regulations spur innovations in environmental technologies? A study on firm-level patenting.” Scand. J. Econ. 120 (2): 338–371. https://doi.org/10.1111/sjoe.12201.
Kunapatarawong, R., and E. Martínez-Ros. 2016. “Towards green growth: How does green innovation affect employment?” Res. Policy 45 (6): 1218–1232. https://doi.org/10.1016/j.respol.2016.03.013.
Lanoie, P., J. Laurent-Lucchetti, N. Johnstone, and S. Ambec. 2011. “Environmental policy, innovation and performance: New insights on the Porter hypothesis.” J. Econ. Manage. Strategy 20 (3): 803–842.
Lee, Y. S. 2016. “Competition, wage, and agglomeration diseconomy.” Int. Reg. Sci. Rev. 39 (3): 318–350. https://doi.org/10.1177/0160017614542338.
Li, M., and Y. Zhang. 2019. “The effect of air pollution on migration: A study based on the choice of university city by international students in China.” Econ. Res. J. 6: 168–182.
Li, Y., and R. Du. 2022. “Polycentric urban structure and innovation: Evidence from a panel of Chinese cities.” Reg. Stud. 56 (1): 113–127.
Li, Y., and X. Liu. 2018. “How did urban polycentricity and dispersion affect economic productivity? A case study of 306 Chinese cities.” Landscape Urban Plann. 173: 51–59. https://doi.org/10.1016/j.landurbplan.2018.01.007.
Li, Y., W. Xiong, and X. Wang. 2019. “Does polycentric and compact development alleviate urban traffic congestion? A case study of 98 Chinese cities.” Cities 88: 100–111. https://doi.org/10.1016/j.cities.2019.01.017.
Li, Y., K. Zhu, and S. Wang. 2020. “Polycentric and dispersed population distribution increases PM2.5 concentrations: Evidence from 286 Chinese cities, 2001–2016.” J. Cleaner Prod. 248: 119202. https://doi.org/10.1016/j.jclepro.2019.119202.
Liang, C., X. Liu, and S. Li. 2021. “Urban spatial development mode and smog pollution—Based on the perspective of population density distribution.” Econ. Perspect. 2: 80–94.
Liang, W., and M. Lu. 2019. “Growth led by human capital in big cities: Exploring complementarities and spatial agglomeration of the workforce with various skills.” China Econ. Rev. 57: 101113. https://doi.org/10.1016/j.chieco.2017.09.012.
Lorenczik, C., and M. Newiak. 2012. “Imitation and innovation driven development under imperfect intellectual property rights.” Eur. Econ. Rev. 56 (7): 1361–1375. https://doi.org/10.1016/j.euroecorev.2012.07.003.
Luo, Y., J. Yang, and S. Chen. 2019. “Air pollution, human capital flow and innovative vitality-evidence from individual patent inventions.” China Ind. Econ. 10: 99–117.
Meijers, E. J., and M. J. Burger. 2010. “Spatial structure and productivity in US metropolitan areas.” Environ. Plann. A: Econ. Space 42 (6): 1383–1402. https://doi.org/10.1068/a42151.
Monkkonen, P., J. Montejano, E. Guerra, and C. Caudillo. 2020. “Compact cities and economic productivity in Mexico.” Urban Stud. 57 (10): 2080–2097. https://doi.org/10.1177/0042098019869827.
Porter, M. E., and C. van der Linde. 1995. “Toward a new conception of the environment competitiveness relationship.” J. Econ. Perspect. 9 (4): 97–118. https://doi.org/10.1257/jep.9.4.97.
Qi, G. Y., L. Y. Shen, S. X. Zeng, and O. J. Jorge. 2010. “The drivers for contractors’ green innovation: An industry perspective.” J. Cleaner Prod. 18 (14): 1358–1365. https://doi.org/10.1016/j.jclepro.2010.04.017.
Roca, J. D. L., and D. Puga. 2017. “Learning by working in big cities.” Rev. Econ. Stud. 84 (1): 106–142. https://doi.org/10.1093/restud/rdw031.
Rodríguez, M. C., L. Dupont-Courtade, and W. Oueslati. 2016. “Air pollution and urban structure linkages: Evidence from European cities.” Renewable Sustainable Energy Rev. 53: 1–9. https://doi.org/10.1016/j.rser.2015.07.190.
Roh, T., K. Lee, and J. Y. Yang. 2021. “How do intellectual property rights and government support drive a firm’s green innovation? The mediating role of open innovation.” J. Cleaner Prod. 317: 128422. https://doi.org/10.1016/j.jclepro.2021.128422.
Roh, T., J. Noh, Y. Oh, and K. S. Park. 2022. “Structural relationships of a firm’s green strategies for environmental performance: The roles of green supply chain management and green marketing innovation.” J. Cleaner Prod. 356: 131877. https://doi.org/10.1016/j.jclepro.2022.131877.
Roper, S., J. H. Love, and K. Bonner. 2017. “Firms’ knowledge search and local knowledge externalities in innovation performance.” Res. Policy 46 (1): 43–56. https://doi.org/10.1016/j.respol.2016.10.004.
Rosenthal, S. S., and W. C. Strange. 2004. “Evidence on the nature and sources of agglomeration economies.” In Vol. 4 of Handbook of regional and urban economics, edited by J. V. Henderson and J. K. Thisse, 2119–2171. Amsterdam, Netherlands: Elsevier.
Shen, L. Y., and H. Yao. 2006. “Improving environmental performance by means of empowerment of contractors.” Manage. Environ. Qual. 17 (3): 242–254.
Shi, L., S. Yang, and L. Gao. 2016. “Effects of a compact city on urban resources and environment.” J. Urban Plann. Dev. 142 (4): 05016002. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000324.
Shima, H., Z. Ahoura, and B. Ahmad. 2019. “The relationship between regional compactness and regional innovation capacity (RIC): Empirical evidence from a national study.” Technol. Forecasting Social Change 142: 394–402. https://doi.org/10.1016/j.techfore.2018.07.026.
Skinner, G. W. 1977. The city in late imperial China. Palo Alto, CA: Stanford University Press.
Suddaby, R. 2010. “Challenges for institutional theory.” J. Manage. Inquiry 19: 14–20. https://doi.org/10.1177/1056492609347564.
Tam, V. W., C. M. Tam, L. Y. Shen, S. X. Zeng, and C. M. Ho. 2006. “Environmental performance assessment: Perceptions of project managers on the relationship between operational and environmental performance indicators.” Constr. Manage. Econ. 24 (3): 287–299. https://doi.org/10.1080/01446190500372197.
Terstriep, J., and C. Lüthje. 2018. “Innovation, knowledge and relations–on the role of clusters for firms’ innovativeness.” Eur. Plann. Stud. 26 (11): 2167–2199. https://doi.org/10.1080/09654313.2018.1530152.
Triguero, A., and S. Fernández. 2018. “Determining the effects of open innovation: The role of knowledge and geographical spillovers.” Reg. Stud. 52 (5): 632–644. https://doi.org/10.1080/00343404.2017.1395004.
Tsekeris, T., and N. Geroliminis. 2013. “City size, network structure and traffic congestion.” J. Urban Econ. 76: 1–14. https://doi.org/10.1016/j.jue.2013.01.002.
Van Leeuwen, G., and P. Mohnen. 2017. “Revisiting the Porter hypothesis: An empirical analysis of green innovation for the Netherlands.” Econ. Innov. New Technol. 26 (1–2): 63–77. https://doi.org/10.1080/10438599.2016.1202521.
Wang, P., C. Dong, N. Chen, M. Qi, S. Yang, A. B. Nnenna, and W. Li. 2021a. “Environmental regulation, government subsidies, and green technology innovation—A provincial panel data analysis from China.” Int. J. Environ. Res. Public Health 18 (22): 11991. https://doi.org/10.3390/ijerph182211991.
Wang, Q., X. Liu, and C. Li. 2021b. “Spatial structure, city size and innovation performance of Chinese cities.” China Ind. Econ. 5: 114–132.
Wang, S., J. Fan, D. Zhao, and S. Wang. 2016. “Regional innovation environment and innovation efficiency: The Chinese case.” Technol. Anal. Strategic Manage. 28 (4): 396–410. https://doi.org/10.1080/09537325.2015.1095291.
Wang, Y., X. Sun, and X. Guo. 2019. “Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors.” Energy Policy 132: 611–619. https://doi.org/10.1016/j.enpol.2019.06.016.
Yu, H., Y. Liu, J. Zhao, and G. Li. 2019. “Urban total factor productivity: Does urban spatial structure matter in China?” Sustainability 12 (1): 214. https://doi.org/10.3390/su12010214.
Zeng, W., L. Li, and Y. Huang. 2021. “Industrial collaborative agglomeration, marketization, and green innovation: Evidence from China’s provincial panel data.” J. Cleaner Prod. 279: 123598. https://doi.org/10.1016/j.jclepro.2020.123598.
Zhang, J., L. Kang, H. Li, P. Ballesteros-Pérez, M. Skitmore, and J. Zuo. 2020. “The impact of environmental regulations on urban green innovation efficiency: The case of Xi’an.” Sustainable Cities Soc. 57: 102123. https://doi.org/10.1016/j.scs.2020.102123.
Zhang, T., B. Sun, and W. Li. 2017. “The economic performance of urban structure: From the perspective of polycentricity and monocentricity.” Cities 68: 18–24. https://doi.org/10.1016/j.cities.2017.05.002.
Zhao, X., W. Zhou, T. Wu, and L. Han. 2022. “The impacts of urban structure on PM2. 5 pollution depend on city size and location.” Environ. Pollut. 292: 118302. https://doi.org/10.1016/j.envpol.2021.118302.
Zheng, S., G. Wang, W. Sun, and D. Luo. 2013. “Public demand and urban environmental governance.” J. Manage. World 6: 72–84.

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Journal of Urban Planning and Development
Volume 149Issue 3September 2023

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Received: Feb 24, 2022
Accepted: Mar 27, 2023
Published online: May 23, 2023
Published in print: Sep 1, 2023
Discussion open until: Oct 23, 2023

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School of Economics, Hefei Univ. of Technology, Hefei 230601, China. ORCID: https://orcid.org/0000-0002-0900-3780. Email: [email protected]
Mengyue Xia [email protected]
School of Economics, Hefei Univ. of Technology, Hefei 230601, China. Email: [email protected]
Weiting Cheng [email protected]
School of Economics, Hefei Univ. of Technology, Hefei 230601, China. Email: [email protected]
School of Automotive and Transportation Engineering, Hefei Univ. of Technology, Hefei 230009, China (corresponding author). Email: [email protected]
School of Economics, Hefei Univ. of Technology, Hefei 230601, China. ORCID: https://orcid.org/0000-0002-5415-5492. Email: [email protected]

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