Can green finance promote urban green development? Evidence from green finance reform and innovation pilot zone in China.
Hongfeng Zhang, Yixiang Wang, Rui Li, Hongyun Si, Wei Liu
Author Information
Hongfeng Zhang: School of Public Administration and Policy, Shandong University of Finance and Economics, No. 7366, East Erhuan Road, Jinan, 250014, China.
Yixiang Wang: School of Economics, Shandong University of Finance and Economics, Jinan, 250014, China.
Rui Li: School of Public Administration and Policy, Shandong University of Finance and Economics, No. 7366, East Erhuan Road, Jinan, 250014, China.
Hongyun Si: School of Public Administration and Policy, Shandong University of Finance and Economics, No. 7366, East Erhuan Road, Jinan, 250014, China. sihongyun@tongji.edu.cn.
Wei Liu: School of Business Administration, Shandong University of Finance and Economics, Jinan, 250014, China.
This study aims to evaluate the effect of the green finance reform and innovation pilot zone (GFPZ) policy on urban green development. Based on city-level panel data in China from 2012 to 2019, a difference-in-differences model was employed to examine the effects of China's GFPZ policy on the city's green total factor productivity (GTFP). Results show that (1) the GFPZ policy has promoted the GTFP of pilot cities, a conclusion that still holds after performing multiple robustness tests. (2) Compared to non-pilot cities, the GFPZ policy can increase urban GTFP by promoting urban green innovation and reducing urban energy intensity. (3) The GFPZ policy had a more significant impact on mega cities and resource-based cities than on medium and big-sized cities and non-resource-based cities. This study provides new empirical evidence on how green finance influences urban green development and offers China's experience to policymakers worldwide to develop green finance in top-level policy design and practice.
Bano S, Zhao Y, Ahmad A, Wang S, Liu Y (2018) Identifying the impacts of human capital on carbon emissions in Pakistan. J Clean Prod 183:1082–1092. https://doi.org/10.1016/j.jclepro.2018.02.008
[DOI: 10.1016/j.jclepro.2018.02.008]
Böhringer C, Moslener U, Oberndorfer U, Ziegler A (2012) Clean and productive? Empirical evidence from the German manufacturing industry. Res Policy 41:442–451. https://doi.org/10.1016/j.respol.2011.10.004
[DOI: 10.1016/j.respol.2011.10.004]
Cao X, Deng M, Li H (2021) How does e-commerce city pilot improve green total factor productivity? Evidence from 230 cities in China. J Environ Manage 289:112520. https://doi.org/10.1016/j.jenvman.2021.112520
[DOI: 10.1016/j.jenvman.2021.112520]
Chen L, Msigwa G, Yang M, Osman AI, Fawzy S, Rooney DW, Yap P-S (2022) Strategies to achieve a carbon neutral society: a review. Environ Chem Lett 20:2277–2310. https://doi.org/10.1007/s10311-022-01435-8
[DOI: 10.1007/s10311-022-01435-8]
Cheng JH, Yi JH, Dai S, Xiong Y (2019) Can low-carbon city construction facilitate green growth? Evidence from China’s pilot low-carbon city initiative. J Clean Prod 231:1158–1170. https://doi.org/10.1016/j.jclepro.2019.05.327
[DOI: 10.1016/j.jclepro.2019.05.327]
Dijkstra BR, Mathew AJ, Mukherjee A (2011) Environmental regulation: an incentive for foreign direct investment. Rev Int Econ 19:568–578. https://doi.org/10.1111/j.1467-9396.2011.00966.x
[DOI: 10.1111/j.1467-9396.2011.00966.x]
Du YM, Takeuchi K (2019) Can climate mitigation help the poor? Measuring impacts of the CDM in rural China. J Environ Econ Manag 95:178–197. https://doi.org/10.1016/j.jeem.2019.03.007
[DOI: 10.1016/j.jeem.2019.03.007]
Elsadig M, Ahmed (2012) Green TFP intensity impact on sustainable east asian productivity growth - ScienceDirect. Econ Anal Policy 42:67–78. https://doi.org/10.1016/S0313-5926(12)50005-6
[DOI: 10.1016/S0313-5926(12)50005-6]
Gollop FM, Roberts MJ (1983) Environmental regulations and productivity growth: the case of fossil-fueled electric power generation. J Political Econ 91:654–674. https://doi.org/10.1086/261170
[DOI: 10.1086/261170]
Gray WB (1987) The cost of regulation: OSHA, EPA and the productivity slowdown. Am Econ Rev 77:998–1006
Guo LJ, Tan WY, Xu Y (2022) Impact of green credit on green economy efficiency in China. Environ Sci Pollut R 29:35124–35137. https://doi.org/10.1007/s11356-021-18444-9
[DOI: 10.1007/s11356-021-18444-9]
Guo LL, Qu Y, Tseng ML (2017) The interaction effects of environmental regulation and technological innovation on regional green growth performance. J Clean Prod 162:894–902. https://doi.org/10.1016/j.jclepro.2017.05.210
[DOI: 10.1016/j.jclepro.2017.05.210]
Guo SQ, Tang X, Meng T, Chu JC, Tang H (2021) Industrial structure, R&D Staff, and green total factor productivity of China: evidence from the low-carbon pilot cities. Complexity. https://doi.org/10.1155/2021/6690152
Han F, Xie R, Fang JY (2018) Urban agglomeration economies and industrial energy efficiency. Energy 162:45–59. https://doi.org/10.1016/j.energy.2018.07.163
[DOI: 10.1016/j.energy.2018.07.163]
Hao Y, Guo Y, Wu H (2021) The role of information and communication technology on green total factor energy efficiency: does environmental regulation work? Business Strategy and the Environment. https://doi.org/10.1002/bse.2901
He L, Zhang L, Zhong Z, Wang D, Wang F (2019) Green credit, renewable energy investment and green economy development: empirical analysis based on 150 listed companies of China. J Clean Prod 208:363–372. https://doi.org/10.1016/j.jclepro.2018.10.119
[DOI: 10.1016/j.jclepro.2018.10.119]
Hou XH, Liu JM, Zhang DJ (2019) Regional sustainable development: the relationship between natural capital utilization and economic development. Sustain Dev 27:183–195. https://doi.org/10.1002/sd.1915
[DOI: 10.1002/sd.1915]
Hu J, Li JC, Li XY, Liu YY, Wang WW, Zheng LS (2021) Will green finance contribute to a green recovery? Evidence from green financial pilot zone in China. Front Public Health 9. https://doi.org/10.3389/fpubh.2021.794195
Huang HF, Zhang J (2021) Research on the environmental effect of green finance policy based on the analysis of pilot zones for green finance reform and innovations. Sustain Basel 13(7). https://doi.org/10.3390/su13073754
Huo W, Qi J, Yang T, Liu J, Liu M, Zhou Z (2022) Effects of China’s pilot low-carbon city policy on carbon emission reduction: a quasi-natural experiment based on satellite data. Technol Forecast Soc Chang 175:121422. https://doi.org/10.1016/j.techfore.2021.121422
[DOI: 10.1016/j.techfore.2021.121422]
Jaffe AB, Stavins RN (1995) Dynamic incentives of environmental regulations: the effects of alternative policy instruments on technology diffusion - ScienceDirect. J Environ Econ Manag 29:S43–S63. https://doi.org/10.1162/003465397557196
[DOI: 10.1162/003465397557196]
Jaffe AB, Palmer K (1997) Environmental regulation and innovation: a panel data study. Rev Econ Stat 79:610–619. https://doi.org/10.1162/003465397557196
[DOI: 10.1162/003465397557196]
Jiang H, Jiang P, Wang D, Wu J (2021) Can smart city construction facilitate green total factor productivity? A quasi-natural experiment based on China’s pilot smart city. Sustain Cities Soc 69:102809. https://doi.org/10.1016/j.scs.2021.102809
[DOI: 10.1016/j.scs.2021.102809]
Lee C-C, Lee C-C (2022) How does green finance affect green total factor productivity? Evidence from China. Energ Econ 107:105863. https://doi.org/10.1016/j.eneco.2022.105863
[DOI: 10.1016/j.eneco.2022.105863]
Lee J, Veloso FM, Hounshell DA (2011) Linking induced technological change, and environmental regulation: evidence from patenting in the US auto industry. Res Policy 40:1240–1252. https://doi.org/10.1016/j.respol.2011.06.006
[DOI: 10.1016/j.respol.2011.06.006]
Li B, Wu SS (2017) Effects of local and civil environmental regulation on green total factor productivity in China: a spatial Durbin econometric analysis. J Clean Prod 153:342–353. https://doi.org/10.1016/j.jclepro.2016.10.042
[DOI: 10.1016/j.jclepro.2016.10.042]
Li K, Lin BQ (2016) Impact of energy conservation policies on the green productivity in China’s manufacturing sector: evidence from a three-stage DEA model. Appl Energ 168:351–363. https://doi.org/10.1016/j.apenergy.2016.01.104
[DOI: 10.1016/j.apenergy.2016.01.104]
Li SJ, Liu YY, Purevjav AO, Yang L (2019) Does subway expansion improve air quality? J Environ Econ Manag 96:213–235. https://doi.org/10.1016/j.jeem.2019.05.005
[DOI: 10.1016/j.jeem.2019.05.005]
Lin B, Ma R (2022) Green technology innovations, urban innovation environment and CO2 emission reduction in China: fresh evidence from a partially linear functional-coefficient panel model. Technol Forecast Soc Chang 176:121434. https://doi.org/10.1016/j.techfore.2021.121434
[DOI: 10.1016/j.techfore.2021.121434]
Liu JY, Xia Y, Fan Y, Lin SM, Wu J (2017) Assessment of a green credit policy aimed at energy-intensive industries in China based on a financial CGE model. J Clean Prod 163:293–302. https://doi.org/10.1016/j.jclepro.2015.10.111
[DOI: 10.1016/j.jclepro.2015.10.111]
Liu Y, Lei J, Zhang Y (2021) A study on the sustainable relationship among the green finance, environment regulation and green-total-factor productivity in China. Sustain Basel. https://doi.org/10.3390/su132111926
Liu YL, Li ZH, Yin XM (2018) Environmental regulation, technological innovation and energy consumption-a cross-region analysis in China. J Clean Prod 203:885–897. https://doi.org/10.1016/j.jclepro.2018.08.277
[DOI: 10.1016/j.jclepro.2018.08.277]
Lu W, Wu H, Geng S (2021) Heterogeneity and threshold effects of environmental regulation on health expenditure: Considering the mediating role of environmental pollution. J Environ Manage 297:113276. https://doi.org/10.1016/j.jenvman.2021.113276
[DOI: 10.1016/j.jenvman.2021.113276]
Mikayilov JI, Galeotti M, Hasanov FJ (2018) The impact of economic growth on CO2 emissions in Azerbaijan. J Clean Prod 197:1558–1572. https://doi.org/10.1016/j.jclepro.2018.06.269
[DOI: 10.1016/j.jclepro.2018.06.269]
Newman C, Rand J, Talbot T, Tarp F (2015) Technology transfers, foreign investment and productivity spillovers. Eur Econ Rev 76:168–187. https://doi.org/10.1016/j.euroecorev.2015.02.005
[DOI: 10.1016/j.euroecorev.2015.02.005]
Peng X (2020) Strategic interaction of environmental regulation and green productivity growth in China: Green innovation or pollution refuge? Sci Total Environ 732:25. https://doi.org/10.1016/j.scitotenv.2020.139200
[DOI: 10.1016/j.scitotenv.2020.139200]
Peuckert J (2014) What shapes the impact of environmental regulation on competitiveness? Evidence from Executive Opinion Surveys. Environ Innov Societal Transit 10:77–94. https://doi.org/10.1016/j.eist.2013.09.009
[DOI: 10.1016/j.eist.2013.09.009]
Popp D, Hascic I, Medhi N (2011) Technology and the diffusion of renewable energy. Energ Econ 33:648–662. https://doi.org/10.1016/j.eneco.2010.08.007
[DOI: 10.1016/j.eneco.2010.08.007]
Porter ME, van der Linde C (1995) Toward a new conception of the environment-competitiveness relationship. J Econ Perspect 9:97–118. https://doi.org/10.1257/jep.9.4.97
[DOI: 10.1257/jep.9.4.97]
Porter ME, Kramer MR (2006) Strategy and society: the link between competitive advantage and corporate social responsibility. Harv Bus Rev 84:78-92, 163. https://doi.org/10.1108/sd.2007.05623ead.006
Qiu SL, Wang ZL, Liu S (2021) The policy outcomes of low-carbon city construction on urban green development: evidence from a quasi-natural experiment conducted in China. Sustain Cities Soc 66. https://doi.org/10.1016/j.scs.2020.102699
Ren S, Hao Y, Xu L, Wu H, Ba N (2021) Digitalization and energy: how does internet development affect China's energy consumption? Energ Econ 98:105220. https://doi.org/10.1016/j.eneco.2021.105220
[DOI: 10.1016/j.eneco.2021.105220]
Ren S, Hao Y, Wu H (2022a) How does green investment affect environmental pollution? Evidence from China. Environ Res Econ 81:25–51. https://doi.org/10.1007/s10640-021-00615-4
[DOI: 10.1007/s10640-021-00615-4]
Ren S, Hao Y, Wu H (2022b) The role of outward foreign direct investment (OFDI) on green total factor energy efficiency: does institutional quality matters? Evidence from China. Res Policy 76:102587. https://doi.org/10.1016/j.resourpol.2022.102587
[DOI: 10.1016/j.resourpol.2022.102587]
Rubashkina Y, Galeotti M, Verdolini E (2015) Environmental regulation and competitiveness: empirical evidence on the Porter Hypothesis from European manufacturing sectors. Energy Policy 83:288–300. https://doi.org/10.1016/j.enpol.2015.02.014
[DOI: 10.1016/j.enpol.2015.02.014]
Scholtens B, Dam L (2007) Banking on the equator. are banks that adopted the equator principles different from non-adopters? World Dev 35:1307–1328. https://doi.org/10.1016/j.worlddev.2006.10.013
[DOI: 10.1016/j.worlddev.2006.10.013]
Sun D, Zeng S, Lin H, Meng X, Yu B (2019) Can transportation infrastructure pave a green way? A city-level examination in China. J Clean Prod 226:669–678. https://doi.org/10.1016/j.jclepro.2019.04.124
[DOI: 10.1016/j.jclepro.2019.04.124]
Wang C, Li X-w, Wen H-x, Nie P-y (2021a) Order financing for promoting green transition. J Clean Prod 283:125415. https://doi.org/10.1016/j.jclepro.2020.125415
[DOI: 10.1016/j.jclepro.2020.125415]
Wang H, Cui H, Zhao Q (2021b) Effect of green technology innovation on green total factor productivity in China: evidence from spatial durbin model analysis. J Clean Prod 288:125624. https://doi.org/10.1016/j.jclepro.2020.125624
[DOI: 10.1016/j.jclepro.2020.125624]
Wang X, Sun X, Zhang H, Xue C (2022) Does green financial reform pilot policy promote green technology innovation? Empirical evidence from China. Environ Sci Pollut R. https://doi.org/10.1007/s11356-022-21291-x
Wang X, Wang Y (2021) Research on the green innovation promotion by green credit policies. Manag World 37(06):173-188+111. https://doi.org/10.19744/j.cnki.11-1235/f.2021.0085
Wang XH, Liu JH, Zhao YX (2021c) Effectiveness measurement of green financial reform and innovation pilot zone. J Quant Tech Econ 38(10):107–127. https://doi.org/10.13653/j.cnki.jqte.2021.10.006
[DOI: 10.13653/j.cnki.jqte.2021.10.006]
Wang Y, Sun XH, Guo X (2019) Environmental regulation and green productivity growth: empirical evidence on the Porter Hypothesis from OECD industrial sectors. Energ Policy 132:611–619. https://doi.org/10.1016/j.enpol.2019.06.016
[DOI: 10.1016/j.enpol.2019.06.016]
Wang YF, Ni PF (2016) Economic growth spillover and spatial optimization of high-speed railway. China Ind Econ (02):21-36. https://doi.org/10.19581/j.cnki.ciejournal.2016.02.003
Wang YL, Lei XD, Long RY, Zhao JJ (2020) Green credit, financial constraint, and capital investment: evidence from China’s energy-intensive enterprises. Environ Manage 66:1059–1071. https://doi.org/10.1007/s00267-020-01346-w
[DOI: 10.1007/s00267-020-01346-w]
Wang YL, Zhao N, Lei XD, Long RY (2021d) Green finance innovation and regional green development. Sustain Basel 13(15). https://doi.org/10.3390/su13158230
Wang Z, Jia X (2022) Analysis of energy consumption structure on CO2 emission and economic sustainable growth. Energy Rep 8:1667–1679. https://doi.org/10.1016/j.egyr.2022.02.296
[DOI: 10.1016/j.egyr.2022.02.296]
Xu L, Fan M, Yang L, Shao S (2021) Heterogeneous green innovations and carbon emission performance: evidence at China’s city level. Energ Econ 99:105269. https://doi.org/10.1016/j.eneco.2021.105269
[DOI: 10.1016/j.eneco.2021.105269]
Xu T, Kang C, Zhang H (2022) China’s efforts towards carbon neutrality: does energy-saving and emission-reduction policy mitigate carbon emissions? J Environ Manage 316:115286. https://doi.org/10.1016/j.jenvman.2022.115286
[DOI: 10.1016/j.jenvman.2022.115286]
Xu XK, Li JS (2020) Asymmetric impacts of the policy and development of green credit on the debt financing cost and maturity of different types of enterprises in China. J Clean Prod 264:121574. https://doi.org/10.1016/j.jclepro.2020.121574
[DOI: 10.1016/j.jclepro.2020.121574]
Yang CH, Tseng YH, Chen CP (2012) Environmental regulations, induced R&D, and productivity: evidence from Taiwan’s manufacturing industries. Resour Energy Econ 34:514–532. https://doi.org/10.1016/j.reseneeco.2012.05.001
[DOI: 10.1016/j.reseneeco.2012.05.001]
Zhang A, Wang S, Liu B (2022a) How to control air pollution with economic means? Exploration of China’s green finance policy. J Clean Prod 353:131664. https://doi.org/10.1016/j.jclepro.2022.131664
[DOI: 10.1016/j.jclepro.2022.131664]
Zhang D (2021) Green credit regulation, induced R&D and green productivity: revisiting the Porter Hypothesis. Intern Rev Finan Anal 75:101723. https://doi.org/10.1016/j.irfa.2021.101723
[DOI: 10.1016/j.irfa.2021.101723]
Zhang D, Mohsin M, Taghizadeh-Hesary F (2022b) Does green finance counteract the climate change mitigation: asymmetric effect of renewable energy investment and R&D. Energ Econ 113:106183. https://doi.org/10.1016/j.eneco.2022.106183
[DOI: 10.1016/j.eneco.2022.106183]
Zhang J, Ouyang Y, Ballesteros-Pérez P, Li H, Philbin SP, Li Z, Skitmore M (2021a) Understanding the impact of environmental regulations on green technology innovation efficiency in the construction industry. Sustain Cities Soc 65:102647. https://doi.org/10.1016/j.scs.2020.102647
[DOI: 10.1016/j.scs.2020.102647]
Zhang K, Li YC, Qi Y, Shao S (2021b) Can green credit policy improve environmental quality? Evidence from China. J Environ Manage 298:113445. https://doi.org/10.1016/j.jenvman.2021.113445
[DOI: 10.1016/j.jenvman.2021.113445]
Zhang SL, Wu ZH, Wang Y, Hao Y (2021c) Fostering green development with green finance: an empirical study on the environmental effect of green credit policy in China. J Environ Manage 296:113159. https://doi.org/10.1016/j.jenvman.2021.113159
[DOI: 10.1016/j.jenvman.2021.113159]
Zhang Y, Li X (2022) The impact of the green finance reform and innovation pilot zone on the green innovation— evidence from China. Int J Env Res Pub He 19:7330. https://doi.org/10.3390/ijerph19127330
[DOI: 10.3390/ijerph19127330]
Zhang YL, Lu J (2022) Green finance and corporate environmental violations: a test from the perspective of illegal pollution discharge behaviors. Environ Sci Pollut R 29:48477–48490. https://doi.org/10.1007/s11356-022-19228-5
[DOI: 10.1007/s11356-022-19228-5]
Zhang YM, Li XL, Xing C (2022c) How does China’s green credit policy affect the green innovation of high polluting enterprises? The perspective of radical and incremental innovations. J Clean Prod 336:130387. https://doi.org/10.1016/j.jclepro.2022.130387
[DOI: 10.1016/j.jclepro.2022.130387]
Zhao XM, Liu CJ, Yang M (2018) The effects of environmental regulation on China’s total factor productivity: an empirical study of carbon-intensive industries. J Clean Prod 179:325–334. https://doi.org/10.1016/j.jclepro.2018.01.100
[DOI: 10.1016/j.jclepro.2018.01.100]
Zhou M, Wang B, Chen Z (2020) Has the anti-corruption campaign decreased air pollution in China? Energ Econ 91:104878. https://doi.org/10.1016/j.eneco.2020.104878
[DOI: 10.1016/j.eneco.2020.104878]
Zhou S, Zhou CB (2021) Evaluation of China’s low-carbon city pilot policy: evidence from 210 prefecture-level cities. Plos One 16:e0258405. https://doi.org/10.1371/journal.pone.0258405
[DOI: 10.1371/journal.pone.0258405]