IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v11y2024i1d10.1057_s41599-024-03358-x.html
   My bibliography  Save this article

The spatial spillover effect of financial growth on high-quality development: Evidence from Yellow River Basin in China

Author

Listed:
  • Zhenhua Zhang

    (Lanzhou University
    Cornell University)

  • Chao Hua

    (Nanjing University of Aeronautics and Astronautics)

  • Marshall S. Jiang

    (Brock University)

  • Jianjun Miao

    (Nanjing University of Aeronautics and Astronautics)

Abstract

River basin cities are areas with remarkable conflicts between the human activity and the ecological environment. They are also important targets for policy implementation of sustainable and high-quality development (HD) in various countries around the world. This article exploits the panel data of 99 cities located in the Yellow River Basin (YRB) from 2006 to 2019 to empirically analyze the spatial effect of financial growth on HD. Spatial weights participated econometric models are utilized to analyze this spatial effect. Empirical results reveal that: (1) the HD in the YRB shows a strong positive spatial autocorrelation. (2) Financial growth exerts an N-shaped curve effect on the HD from a long-term perspective. When this influence spills out to the surroundings, it exhibits an inverted U-shaped characteristic. (3) Green innovation can be an important intermediary factor in the influence of financial growth on HD. (4) The influence of financial growth on HD appears stronger in regions with higher economic levels, where N-shaped effects can be transmitted to the surrounding regions. However, the backward economic development in low-economy regions prevents the spatial spillover of N-shaped effects. This study can be instrumental for countries to formulate financial policies that aim to promote HD in river basin cities.

Suggested Citation

  • Zhenhua Zhang & Chao Hua & Marshall S. Jiang & Jianjun Miao, 2024. "The spatial spillover effect of financial growth on high-quality development: Evidence from Yellow River Basin in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03358-x
    DOI: 10.1057/s41599-024-03358-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-024-03358-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-024-03358-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
    2. Shahbaz, Muhammad & Lean, Hooi Hooi, 2012. "Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia," Energy Policy, Elsevier, vol. 40(C), pages 473-479.
    3. Chen, Fu & Wang, Liyun & Gu, Qiaojing & Wang, Mingyue & Ding, Xuanwen, 2022. "Nexus between natural resources, financial development, green innovation and environmental sustainability in China: Fresh insight from novel quantile ARDL," Resources Policy, Elsevier, vol. 79(C).
    4. Chroufa, Mohamed Ali & Chtourou, Nouri, 2023. "Financial development threshold effect on wealth inequality-economic growth nexus: Evidence from MENA economies," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    5. Reynard, Samuel, 2004. "Financial market participation and the apparent instability of money demand," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1297-1317, September.
    6. Andrew E. Clark & Sarah Flèche & Claudia Senik, 2016. "Economic Growth Evens Out Happiness: Evidence from Six Surveys," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(3), pages 405-419, September.
    7. von Ehrlich, Maximilian & Seidel, Tobias, 2015. "Regional implications of financial market development: Industry location and income inequality," European Economic Review, Elsevier, vol. 73(C), pages 85-102.
    8. Tsafack, Georges & Li, Yifei & Beliaeva, Natalia, 2021. "Too-big-to-fail: The value of government guarantee," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    9. Chen, Xiang-nan & Li, Fang & Wu, Feng-ping & Xu, Xia & Zhao, Yue, 2023. "Initial water rights allocation of Industry in the Yellow River basin driven by high-quality development," Ecological Modelling, Elsevier, vol. 477(C).
    10. Zhan, Minghua & Li, Shuai & Wu, Zhouheng, 2023. "Can digital finance development improve balanced regional investment allocations in developing countries? — The evidence from China," Emerging Markets Review, Elsevier, vol. 56(C).
    11. Fan, Shuaishuai & Jiang, Meihui & Sun, Daoyuan & Zhang, Shunkai, 2023. "Does financial development matter the accomplishment of rural revitalization? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 620-633.
    12. Yang, Chengyu & Wang, Xupeng, 2023. "Income and cultural consumption in China: A theoretical analysis and a regional empirical evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 102-123.
    13. Chang, Qing & Wu, Mengtao & Zhang, Longtian, 2024. "Endogenous growth and human capital accumulation in a data economy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 298-312.
    14. Wang, Yonglong & Wang, Rui, 2024. "Mineral resource rent and sustainable transition: The mediating role of financial development," Resources Policy, Elsevier, vol. 89(C).
    15. Du, Mengfan & Zhang, Yue-Jun, 2023. "The impact of producer services agglomeration on green economic development: Evidence from 278 Chinese cities," Energy Economics, Elsevier, vol. 124(C).
    16. Chan, Kenneth S. & Dang, Vinh Q.T. & Lai, Jennifer T. & Yan, Isabel K.M., 2011. "Regional capital mobility in China: 1978–2006," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1506-1515.
    17. Luo, Shiyue & Yu, Mengyao & Dong, Yilan & Hao, Yu & Li, Changping & Wu, Haitao, 2024. "Toward urban high-quality development: Evidence from more intelligent Chinese cities," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    18. Akisik, Orhan & Gal, Graham, 2023. "IFRS, financial development and income inequality: An empirical study using mediation analysis," Economic Systems, Elsevier, vol. 47(2).
    19. Sun, Shaoqin & Li, Xing, 2022. "Productive services agglomeration, financial development and regional innovation efficiency in the Yangtze River Economic Zone," Finance Research Letters, Elsevier, vol. 50(C).
    20. Yan, Juan & Haroon, Muhammad, 2023. "Financing efficiency in natural resource markets mobilizing private and public capital for a green recovery," Resources Policy, Elsevier, vol. 85(PB).
    21. Teixeira, Aurora A.C. & Queirós, Anabela S.S., 2016. "Economic growth, human capital and structural change: A dynamic panel data analysis," Research Policy, Elsevier, vol. 45(8), pages 1636-1648.
    22. Lv, Chengchao & Song, Jie & Lee, Chien-Chiang, 2022. "Can digital finance narrow the regional disparities in the quality of economic growth? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 502-521.
    23. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    24. Qian, Zongxin & Tu, Yonghong & Zhou, Zinan, 2022. "The impact of financial development on the income and consumption levels of China’s rural residents," Journal of Asian Economics, Elsevier, vol. 83(C).
    25. Zhang, Kai & Cao, Bin & Guo, Ziyu & Li, Rong & Li, Lianqing, 2024. "Research on the impact of government attention on the digital economy of Chinese provinces," Innovation and Green Development, Elsevier, vol. 3(2).
    26. Appiah-Otoo, Isaac & Chen, Xudong & Song, Na & Dumor, Koffi, 2022. "Financial development, institutional improvement, poverty reduction: The multiple challenges in West Africa," Journal of Policy Modeling, Elsevier, vol. 44(6), pages 1296-1312.
    27. Zhou, Bo & Wang, Qunwei, 2024. "FinTech matters in sustainable finance: Does it redistribute the supply of financial services?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    28. Wang, Fayuan & Wang, Rong & He, Zhili, 2021. "The impact of environmental pollution and green finance on the high-quality development of energy based on spatial Dubin model," Resources Policy, Elsevier, vol. 74(C).
    29. Soumaré, Issouf & Lai, Van Son, 2016. "An analysis of government loan guarantees and direct investment through public-private partnerships," Economic Modelling, Elsevier, vol. 59(C), pages 508-519.
    30. Gao, Zhiyuan & Li, Lianqing & Hao, Yu, 2024. "Resource industry dependence and high-quality economic development of Chinese style: Reexamining the effect of the “Resource Curse”," Structural Change and Economic Dynamics, Elsevier, vol. 68(C), pages 1-16.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shahbaz, Muhammad & Hoang, Thi Hong Van & Mahalik, Mantu Kumar & Roubaud, David, 2017. "Energy consumption, financial development and economic growth in India: New evidence from a nonlinear and asymmetric analysis," Energy Economics, Elsevier, vol. 63(C), pages 199-212.
    2. Ouyang, Yaofu & Li, Peng, 2018. "On the nexus of financial development, economic growth, and energy consumption in China: New perspective from a GMM panel VAR approach," Energy Economics, Elsevier, vol. 71(C), pages 238-252.
    3. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
    4. Gopal Gopakumar & Ritika Jaiswal & Mayank Parashar, 2022. "Analysis of the Existence of Environmental Kuznets Curve: Evidence from India," International Journal of Energy Economics and Policy, Econjournals, vol. 12(1), pages 177-187.
    5. Sun, Xiaoqi & Liu, Xiaojia, 2020. "Decomposition analysis of debt’s impact on China’s energy consumption," Energy Policy, Elsevier, vol. 146(C).
    6. Durusu-Ciftci, Dilek & Soytas, Ugur & Nazlioglu, Saban, 2020. "Financial development and energy consumption in emerging markets: Smooth structural shifts and causal linkages," Energy Economics, Elsevier, vol. 87(C).
    7. Yilmaz Bayar & Mehmet Hilmi Ozkaya & Laura Herta & Marius Dan Gavriletea, 2021. "Financial Development, Financial Inclusion and Primary Energy Use: Evidence from the European Union Transition Economies," Energies, MDPI, vol. 14(12), pages 1-14, June.
    8. Gritli, Mohamed Ilyes & Charfi, Fatma Marrakchi, 2023. "The determinants of oil consumption in Tunisia: Fresh evidence from NARDL approach and asymmetric causality test," Energy, Elsevier, vol. 284(C).
    9. Pradhan, Rudra P. & Arvin, Mak B. & Nair, Mahendhiran & Bennett, Sara E. & Hall, John H., 2018. "The dynamics between energy consumption patterns, financial sector development and economic growth in Financial Action Task Force (FATF) countries," Energy, Elsevier, vol. 159(C), pages 42-53.
    10. Amuakwa-Mensah, Franklin & Klege, Rebecca A. & Adom, Philip K. & Amoah, Anthony & Hagan, Edmond, 2018. "Unveiling the energy saving role of banking performance in Sub-Sahara Africa," Energy Economics, Elsevier, vol. 74(C), pages 828-842.
    11. Chen, Zhongfei & Huang, Wanjing & Zheng, Xian, 2019. "The decline in energy intensity: Does financial development matter?," Energy Policy, Elsevier, vol. 134(C).
    12. Omri, Anis, 2013. "CO2 emissions, energy consumption and economic growth nexus in MENA countries: Evidence from simultaneous equations models," Energy Economics, Elsevier, vol. 40(C), pages 657-664.
    13. Opoku, Eric Evans Osei & Kufuor, Nana Kwabena & Manu, Sylvester Adasi, 2021. "Gender, electricity access, renewable energy consumption and energy efficiency," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    14. Lee, Chien-Chiang & Wang, Fuhao & Chang, Yu-Fang, 2023. "Does green finance promote renewable energy? Evidence from China," Resources Policy, Elsevier, vol. 82(C).
    15. Khan, Muhammad Tariq Iqbal & Yaseen, Muhammad Rizwan & Ali, Qamar, 2019. "Nexus between financial development, tourism, renewable energy, and greenhouse gas emission in high-income countries: A continent-wise analysis," Energy Economics, Elsevier, vol. 83(C), pages 293-310.
    16. Irwan Shah Zainal Abidin & Muhammad Haseeb & Muhammad Azam & Rabiul Islam, 2015. "Foreign Direct Investment, Financial Development, International Trade and Energy Consumption: Panel Data Evidence from Selected ASEAN Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 841-850.
    17. Shahbaz, Muhammad & Hye, Qazi Muhammad Adnan & Tiwari, Aviral Kumar & Leitão, Nuno Carlos, 2013. "Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 109-121.
    18. Al-mulali, Usama & Binti Che Sab, Che Normee, 2012. "The impact of energy consumption and CO2 emission on the economic and financial development in 19 selected countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4365-4369.
    19. Shahbaz, Muhammad & Sinha, Avik & Raghutla, Chandrashekar & Vo, Xuan Vinh, 2022. "Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption," Energy, Elsevier, vol. 238(PB).
    20. Farhani, Sahbi & Solarin, Sakiru Adebola, 2017. "Financial development and energy demand in the United States: New evidence from combined cointegration and asymmetric causality tests," Energy, Elsevier, vol. 134(C), pages 1029-1037.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03358-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.