ORIGINAL RESEARCH
Has Ecological Protection and High-Quality Development Been Promoted by Green Finance? – Empirical Evidence from the Yellow River Basin
,
 
 
 
 
More details
Hide details
1
Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, China
 
2
Center for Yellow River Ecosystem Products, Shandong University, Qingdao 266237, China
 
 
Submission date: 2024-09-05
 
 
Final revision date: 2025-01-16
 
 
Acceptance date: 2025-02-16
 
 
Online publication date: 2025-04-18
 
 
Corresponding author
Kai-di Liu   

Qingdao Institute of Humanities and Social Sciences, Shandong University, Qingdao 266237, China
 
 
 
KEYWORDS
TOPICS
ABSTRACT
The Yellow River Basin’s ecological protection and high-quality development (EPHD) are of practical significance for China’s economic development and ecological security. We take 103 cities in nine provinces along the Yellow River as research samples and measure green economy efficiency (GEE) and green finance (GF) based on balanced panel data from 2011-2021. We utilize the fixed effect and mediation effect models to explore the impact of GF on EPHD. We find that (1) the GEE of cities in the middle and upper reaches of the Yellow River Basin has significantly improved, and the stability in the lower reaches is better than in the upper reaches and shows a steady increase in GF development throughout the basin. (2) GF has a significant role in boosting EPHD. Green innovation, environmental regulation, and industrial structure are the supports for GF to play its role. (3) The impact of GF on EPHD is characterized by regional heterogeneity, and the GF enhancement effect is more obvious in low-pollution, high-financial expenditure, and highmarket- oriented cities. We focus on the supportive role of GF on EPHD in the Yellow River Basin, explain the mechanism and regional heterogeneity of this role, provide a theoretical basis for further promoting EPHD in the Yellow River Basin, and put forward specific policy recommendations in many aspects.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES (63)
1.
FAN L.M. Annual report on ecological conservation and quality development of the Yellow River Basin (2021). Shandong University Press, 2022 [In Chinese].
 
2.
TUFAIL M., SONG L., KHAN Z. Green finance and green growth nexus: evaluating the role of globalization and human capital. Journal of Applied Economics, 27, 2024. https://doi.org/10.1080/151403....
 
3.
WHITE M.A. Environmental Finance: Value and Risk in an Age of Ecology. Business Strategy and the Environment, 5, 198, 1996. https://doi.org/https://doi.or...<198::AID-BSE66>3.0.CO;2-4
 
4.
YI H., HAO L., LIU A.R., ZHANG Z.Y. Green finance development and resource efficiency: A financial structure perspective. Resources Policy, 85, 2023. https://doi.org/10.1016/j.reso....
 
5.
GU X., QIN L.G., ZHANG M. The impact of green finance on the transformation of energy consumption structure: Evidence based on China. Frontiers in Earth Science, 10, 2023. https://doi.org/10.3389/feart.....
 
6.
NING Y.Y., CHERIAN J., SIAL M.S., ALVAREZ-OTERO S., COMITE U., ZIA-UD-DIN M. Green bond as a new determinant of sustainable green financing, energy efficiency investment, and economic growth: a global perspective. Environmental Science and Pollution Research, 30, 61324, 2023. https://doi.org/10.1007/s11356... PMid:34993809 PMCid:PMC8735735.
 
7.
LIU R.Y., WANG D.Q., ZHANG L., ZHANG L.H. Can green financial development promote regional ecological efficiency? A case study of China. Natural Hazards, 95, 325, 2019. https://doi.org/10.1007/s11069....
 
8.
LIU J.Y., XIA Y., FAN Y., LIN S.M., WU J. Assessment of a green credit policy aimed at energy-intensive industries in China based on a financial CGE model. Journal of Cleaner Production, 163, 293, 2017. https://doi.org/10.1016/j.jcle....
 
9.
ZHANG G., GUO B.N., LIN J. The impact of green finance on enterprise investment and financing. Finance Research Letters, 58, 2023. https://doi.org/10.1016/j.frl.....
 
10.
HE Y., LIU R.Z. The impact of the level of green finance development on corporate debt financing capacity. Finance Research Letters, 52 (2), 103552, 2023. https://doi.org/10.1016/j.frl.....
 
11.
ZHANG T. Can green finance policies affect corporate financing? Evidence from China's green finance innovation and reform pilot zones. Journal of Cleaner Production, 419, 2023. https://doi.org/10.1016/j.jcle....
 
12.
WANG X.Y. Research on the impact mechanism of green finance on the green innovation performance of China's manufacturing industry. Managerial and Decision Economics, 43, 2678, 2022. https://doi.org/10.1002/mde.35....
 
13.
WANG H.M., DU D.Y., TANG X.J., TSUI S. Green finance pilot reform and corporate green innovation. Frontiers in Environmental Science, 11, 2023. https://doi.org/10.3389/fenvs.....
 
14.
YU B., LIU L., CHEN H. Can green finance improve the financial performance of green enterprises in China? International Review of Economics & Finance, 88, 1287, 2023. https://doi.org/10.1016/j.iref....
 
15.
HU J., LI J.C., LI X.Y., LIU Y.Y., WANG W.W., ZHENG L.S. Will Green Finance Contribute to a Green Recovery? Evidence from Green Financial Pilot Zone in China. Frontiers in Public Health, 9, 2021. https://doi.org/10.3389/fpubh.... PMid:34869197 PMCid:PMC8639863.
 
16.
WU G.L., LIU X., CAI Y.L. The impact of green finance on carbon emission efficiency. Heliyon, 10, 2024. https://doi.org/10.1016/j.heli... PMid:38261933 PMCid:PMC10796938.
 
17.
WANG B., WANG Y., CHENG X.Q., WANG J.Y. Green finance, energy structure, and environmental pollution: Evidence from a spatial econometric approach. Environmental Science and Pollution Research, 30, 72867, 2023. https://doi.org/10.1007/s11356... PMid:37184793.
 
18.
MEO M.S., ABD KARIM M.Z. The role of green finance in reducing CO2 emissions: An empirical analysis. Borsa Istanbul Review, 22, 169, 2022. https://doi.org/10.1016/j.bir.....
 
19.
HU J.B., CHEN H., DINIS F., XIANG G. Nexus among green finance, technological innovation, green fiscal policy and CO2 emissions: A conditional process analysis. Ecological Indicators, 154, 2023. https://doi.org/10.1016/j.ecol....
 
20.
XU J.J., WANG J.C., LI R., GU M.X. Is green finance fostering high-quality energy development in China? A spatial spillover perspective. Energy Strategy Reviews, 50, 2023. https://doi.org/10.1016/j.esr.....
 
21.
CHENG Z., KAI Z., ZHU S.W.J. Does green finance regulation improve renewable energy utilization? Evidence from energy consumption efficiency. Renewable Energy, 208, 63, 2023. https://doi.org/10.1016/j.rene....
 
22.
WEN H.W., LEE C.C., ZHOU F.X. Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises. Energy Economics, 94 (1), 105099, 2021. https://doi.org/10.1016/j.enec....
 
23.
FLAMMER C. Corporate green bonds. Journal of Financial Economics, 142, 499, 2021. https://doi.org/10.1016/j.jfin....
 
24.
CHEN S., YANG Q.F. Renewable energy technology innovation and urban green economy efficiency. Journal of Environmental Management, 353, 120130, 2024. https://doi.org/10.1016/j.jenv... PMid:38308994.
 
25.
SHUAI S., FAN Z. Modeling the role of environmental regulations in regional green economy efficiency of China: Empirical evidence from super efficiency DEA-Tobit model. Journal of Environmental Management, 261, 2020. https://doi.org/10.1016/j.jenv... PMid:32148297.
 
26.
WANG J., ZHAO T. Regional energy-environmental performance and investment strategy for China's non-ferrous metals industry: a non-radial DEA based analysis. Journal of Cleaner Production, 163, 187, 2017. https://doi.org/10.1016/j.jcle....
 
27.
FANG J.H., REN Y.R., YU X.F. An analysis of the mechanism between population urbanization and regional green economic efficiency - based on stochastic frontier analysis model. Journal of Macro-quality Research, 5, 52, 2017.
 
28.
ZHAO P.J., ZENG L.E., LU H.Y., ZHOU Y., HU H.Y., WEI X.Y. Green economic efficiency and its influencing factors in China from 2008 to 2017: Based on the super-SBM model with undesirable outputs and spatial Dubin model. Science of the Total Environment, 741 (1), 140026, 2020. https://doi.org/10.1016/j.scit... PMid:32615419.
 
29.
CHEN W.D., YAO L.X. The impact of digital economy on carbon total factor productivity: A spatial analysis of major urban agglomerations in China. Journal of Environmental Management, 351, 2024. https://doi.org/10.1016/j.jenv... PMid:38086112.
 
30.
TONE K. A slacks-based measure of super-efficiency in data envelopment analysis. European Journal of Operational Research, 143, 32, 2002. https://doi.org/10.1016/S0377-....
 
31.
HO C.T.B. Measuring dot com efficiency using a combined DEA and GRA approach. Journal of the Operational Research Society, 62, 776, 2011. https://doi.org/10.1057/jors.2....
 
32.
ZHOU J.N., YUAN Y.M., FU Z.T., ZHONG K.Y. The impact of public health events on green economy efficiency in the context of environmental regulation. Frontiers in Public Health, 10, 2022. https://doi.org/10.3389/fpubh.... PMid:36249192 PMCid:PMC9561134.
 
33.
KONG L.Z., LI J.Y. Digital Economy Development and Green Economic Efficiency: Evidence from Province-Level Empirical Data in China. Sustainability, 15, 2023. https://doi.org/10.3390/su1501....
 
34.
YANG Y.W., LIANG Q.Y. Digital economy, environmental regulation and green eco-efficiency-Empirical evidence from 285 cities in China. Frontiers in Environmental Science, 11, 2023. https://doi.org/10.3389/fenvs.....
 
35.
LI J.L., CHEN L.T., CHEN Y., HE J.W. Digital economy, technological innovation, and green economic efficiency-Empirical evidence from 277 cities in China. Managerial and Decision Economics, 43, 616, 2022. https://doi.org/10.1002/mde.34... PMCid:PMC10906909.
 
36.
ZHENG H., ZHANG L., ZHAO X. How does environmental regulation moderate the relationship between foreign direct investment and marine green economy efficiency: An empirical evidence from China's coastal areas. Ocean & Coastal Management, 219, 2022. https://doi.org/10.1016/j.ocec....
 
37.
YANG H.S., TANG M., CHAO X.R., LI P. How environmental regulation influences the green economy efficiency of resource-based cities: an empirical study from China. Environment Development and Sustainability, 26 (11), 27249, 2023. https://doi.org/10.1007/s10668....
 
38.
LI C.X., JIA Q., LI G.Z. China's energy consumption and green economy efficiency: an empirical research based on the threshold effect. Environmental Science and Pollution Research, 27, 36621, 2020. https://doi.org/10.1007/s11356... PMid:32564322.
 
39.
LIU Y.J., DONG F. How technological innovation impacts urban green economy efficiency in emerging economies: A case study of 278 Chinese cities. Resources Conservation and Recycling, 169, 2021. https://doi.org/10.1016/j.resc....
 
40.
LI Q., RUAN W.J., SHI H.M., XIANG E.W., ZHANG F.D. Corporate environmental information disclosure and bank financing: Moderating effect of formal and informal institutions. Business Strategy and the Environment, 31, 2931, 2022. https://doi.org/10.1002/bse.30....
 
41.
LIU D.L., CHANG Y.X., YAO H.L., KANG Y.X. The impact of green finance on green economy development efficiency: based on panel data of 30 provinces in China. Frontiers in Environmental Science, 11, 2023. https://doi.org/10.3389/fenvs.....
 
42.
LEE C.C., LEE C.C. How does green finance affect green total factor productivity? Evidence from China. Energy Economics, 107, 2022. https://doi.org/10.1016/j.enec....
 
43.
LEI X.D., WANG Y.L., ZHAO D.X., CHEN Q. The local-neighborhood effect of green credit on green economy: a spatial econometric investigation. Environmental Science and Pollution Research, 28, 65776, 2021. https://doi.org/10.1007/s11356... PMid:34319519 PMCid:PMC8316542.
 
44.
GUO L.J., TAN W.Y., XU Y. Impact of green credit on green economy efficiency in China. Environmental Science and Pollution Research, 29, 35124, 2022. https://doi.org/10.1007/s11356... PMid:35044611.
 
45.
LI Q.Y. Regional technological innovation and green economic efficiency based on DEA model and fuzzy evaluation. Journal of Intelligent & Fuzzy Systems, 37, 6415, 2019. https://doi.org/10.3233/JIFS-1....
 
46.
LI Y.Q., LIU H.W., KIM Y.B., LEE H.Y. Focus on the impact and predictive analysis of digitalization and green finance on the transformation of mineral and energy companies. Finance Research Letters, 59, 2024. https://doi.org/10.1016/j.frl.....
 
47.
HSU P.H., TIAN X., XU Y. Financial development and innovation: Cross-country evidence. Journal of Financial Economics, 112, 116, 2014. https://doi.org/10.1016/j.jfin....
 
48.
LEE C.C., NIE C.F. Place-based policy and green innovation: Evidence from the national pilot zone for ecological conservation in China. Sustainable Cities and Society, 97, 2023. https://doi.org/10.1016/j.scs.....
 
49.
TARIQ A., HASSAN A. Role of green finance, environmental regulations, and economic development in the transition towards a sustainable environment. Journal of Cleaner Production, 413, 2023. https://doi.org/10.1016/j.jcle....
 
50.
CHAI S.L., ZHANG K., WEI W., MA W.Y., ABEDIN M.Z. The impact of green credit policy on enterprises' financing behavior: Evidence from Chinese heavily-polluting listed companies. Journal of Cleaner Production, 363, 2022. https://doi.org/10.1016/j.jcle....
 
51.
XING C., ZHANG Y.M., WANG Y. Do Banks Value Green Management in China? The Perspective of the Green Credit Policy. Finance Research Letters, 35, 2020. https://doi.org/10.1016/j.frl.....
 
52.
LIN Y.K., ZHONG Q.M. Does green finance policy promote green total factor productivity? Evidence from a quasi-natural experiment in the green finance pilot zone. Clean Technologies and Environmental Policy, 2024. https://doi.org/10.1007/s10098....
 
53.
LEE C.C., WANG F.H., LOU R.C., WANG K.Y. How does green finance drive the decarbonization of the economy? Empirical evidence from China. Renewable Energy, 204, 671, 2023. https://doi.org/10.1016/j.rene....
 
54.
PAN W., PAN W., HU C., TU H., ZHAO C., YU D., XIONG J., ZHENG G. Assessing the green economy in China: An improved framework. Journal of Cleaner Production, 209, 680, 2019. https://doi.org/10.1016/j.jcle....
 
55.
ZHAO C.Y. Is low-carbon energy technology a catalyst for driving green total factor productivity development? The case of China. Journal of Cleaner Production, 428, 2023. https://doi.org/10.1016/j.jcle....
 
56.
TIAN X.B., GUO Q., YU C.H. Spatial Effect of Green Economic Efficiency in China From the Perspective of Informatization. Journal of Global Information Management, 31, 2024. https://doi.org/10.4018/JGIM.3....
 
57.
BECK T., LEVINE R., LEVKOV A. Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States. Journal of Finance, 65, 1637, 2010. https://doi.org/10.1111/j.1540....
 
58.
ZHANG J.P., CHEN S.Y. Financial Development, Environmental Regulations and Green Economic Transition. Financial Research, 47, 78, 2021 [In Chinese].
 
59.
WU Y.Q., YAO L.X. Status quo and transition path of low-carbon development in the Beijing-Tianjin-Hebei region. Social Sciences of Tianjin, 89, 2022 [In Chinese].
 
60.
JIN M.H., CHEN Y. Has green innovation been improved by intelligent manufacturing? Evidence from listed Chinese manufacturing enterprises. Technological Forecasting and Social Change, 205, 2024. https://doi.org/10.1016/j.tech....
 
61.
FANG Y., SHAO Z.Q. Whether Green Finance Can Effectively Moderate the Green Technology Innovation Effect of Heterogeneous Environmental Regulation. International Journal of Environmental Research and Public Health, 19, 2022. https://doi.org/10.3390/ijerph... PMid:35329333 PMCid:PMC8948894.
 
62.
LIU Z.T., FANG C.L., SUN B., LIAO X. Governance matters: Urban expansion, environmental regulation, and PM2.5 pollution. Science of the Total Environment, 876, 2023. https://doi.org/10.1016/j.scit... PMid:36907424.
 
63.
ZHANG J.X., HUANG R.B., HE S.Q. How does technological innovation affect carbon emission efficiency in the Yellow River Economic Belt: the moderating role of government support and marketization. Environmental Science and Pollution Research, 30, 63864, 2023. https://doi.org/10.1007/s11356... PMid:37059949.
 
eISSN:2083-5906
ISSN:1230-1485
Journals System - logo
Scroll to top