Open Access Journal Article

The role of financial drivers on regional economic resilience: Does information technology level matter?

by Xiaoli Hao a,*  and  Junhong Qu b
a
School of Economics and Management, Xinjiang University, Urumqi 830047, China
b
School of Economic and Management, Southeast University, Nanjing 210000, China
*
Author to whom correspondence should be addressed.
JIE  2023, 6; 1(2), 6; https://doi.org/10.58567/jie01020001
Received: 10 January 2023 / Accepted: 12 March 2023 / Published Online: 1 July 2023

Abstract

Economic globalization has intensified economic volatility around the world, and the importance of economic resilience has become increasingly prominent in the face of rising uncertainty due to frequent domestic and foreign shocks. Based on provincial panel data in China from 2008-2019, a comprehensive indicator system is constructed to measure regional economic resilience (RER), and the impact of financial driver (FD) on RER is explored from staged, pathway and non-linear perspectives. The main findings are as follows. (1) Both national and regional levels of FD and RER show an upward trend, and the impact of FD on RER has an “inverted-U” shape: as the capacity of FD increases, its impact on regional economic resilience shifts from promoting to inhibiting. The RER has significant spatial agglomeration characteristic. (2) Interestingly, staged analysis shows FD can significantly promote RER only when it is in the “recovery stage”. (3) The pathway analysis of its effect on regional economic resilience shows the following characteristics: financial scale > financial efficiency > financial deepening. (4) From different regions, there are significant differences in the effect of FD on the promotion of regional economic resilience: central region > western region > eastern region. Finally, the corresponding suggestions were provided.


Copyright: © 2023 by Hao and Qu. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (Creative Commons Attribution 4.0 International License). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
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ACS Style
Hao, X.; Qu, J. The role of financial drivers on regional economic resilience: Does information technology level matter?. Journal of Information Economics, 2023, 1, 6. https://doi.org/10.58567/jie01020001
AMA Style
Hao X, Qu J. The role of financial drivers on regional economic resilience: Does information technology level matter?. Journal of Information Economics; 2023, 1(2):6. https://doi.org/10.58567/jie01020001
Chicago/Turabian Style
Hao, Xiaoli; Qu, Junhong 2023. "The role of financial drivers on regional economic resilience: Does information technology level matter?" Journal of Information Economics 1, no.2:6. https://doi.org/10.58567/jie01020001
APA style
Hao, X., & Qu, J. (2023). The role of financial drivers on regional economic resilience: Does information technology level matter?. Journal of Information Economics, 1(2), 6. https://doi.org/10.58567/jie01020001

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References

  1. Acheampong, A. O. (2019). Modelling for insight: does financial development improve environmental quality?. Energy Economics, 83, 156-179. https://doi.org/10.1016/j.eneco.2019.06.025
  2. Arestis, P., & Demetriades, P. (1997). Financial development and economic growth: assessing the evidence. The economic journal, 107(442), 783-799. https://doi.org/10.1111/j.1468-0297.1997.tb00043.x
  3. Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical analysis, 27(2), 93-115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
  4. Beck, T. (2002). Financial development and international trade: Is there a link?. Journal of international Economics, 57(1), 107-131. https://doi.org/10.1016/s0022-1996(01)00131-3
  5. Beck, T., & Levine, R. (1999). A new database on financial development and structure (Vol. 2146). World Bank Publications. https://doi.org/10.1596/1813-9450-2146
  6. Benhabib, J., & Spiegel, M. M. (2000). The role of financial development in growth and investment. Journal of economic growth, 5(4), 341-360. https://doi.org/10.1023/a:1026599402490
  7. Briguglio, L., Cordina, G., Farrugia, N., & Vella, S. (2009). Economic vulnerability and resilience: concepts and measurements. Oxford development studies, 37(3), 229-247. https://doi.org/10.1080/13600810903089893
  8. Briguglio, L. P. (2016). Exposure to external shocks and economic resilience of countries: evidence from global indicators. Journal of Economic Studies. https://doi.org/10.1108/jes-12-2014-0203
  9. Bristow, G., & Healy, A. (2018). Innovation and regional economic resilience: an exploratory analysis. The annals of regional science, 60(2), 265-284. https://doi.org/10.1007/s00168-017-0841-6
  10. Brown, L., & Greenbaum, R. T. (2017). The role of industrial diversity in economic resilience: An empirical examination across 35 years. Urban Studies, 54(6), 1347-1366. https://doi.org/10.1177/0042098015624870
  11. Cao, L. (2022). How green finance reduces CO2 emissions for green economic recovery: empirical evidence from E7 economies. Environmental Science and Pollution Research, 1-14. https://doi.org/10.1007/s11356-022-22365-6
  12. Cepparulo, A., Cuestas, J. C., & Intartaglia, M. (2017). Financial development, institutions, and poverty alleviation: an empirical analysis. Applied Economics, 49(36), 3611-3622. https://doi.org/10.1080/00036846.2016.1265074
  13. Christopherson, S., Michie, J., & Tyler, P. (2010). Regional resilience: theoretical and empirical perspectives. Cambridge journal of regions, economy and society, 3(1), 3-10. https://doi.org/10.1093/cjres/rsq004
  14. Cui, G. (2021). Can Digital Finance Enhance China's Economic Resilience. Journal of Shanxi University of Finance and Economics, (12),29-41.
  15. Dahiya, S. (2022). Does financial deepening matter for economic growth in Asian economies? Fresh evidence from panel threshold analysis. Global Business and Economics Review, 27(2), 192-208. https://doi.org/10.1504/gber.2022.125044
  16. De Gregorio, J., & Guidotti, P. E. (1995). Financial development and economic growth. World development, 23(3), 433-448. https://doi.org/10.1016/0305-750x(94)00132-i
  17. Demetriades, P. O., & Rousseau, P. L. (2016). The changing face of financial development. Economics Letters, 141, 87-90. https://doi.org/10.1016/j.econlet.2016.02.009
  18. Doran, J., & Fingleton, B. (2018). US metropolitan area resilience: insights from dynamic spatial panel estimation. Environment and Planning A: Economy and Space, 50(1), 111-132. https://doi.org/10.1177/0308518x17736067
  19. Du, M., Hou, Y., Zhou, Q., & Ren, S. (2022). Going green in China: How does digital finance affect environmental pollution? Mechanism discussion and empirical test. Environmental Science and Pollution Research, 29(60), 89996-90010. https://doi.org/10.1007/s11356-022-21909-0
  20. Faggian, A., Gemmiti, R., Jaquet, T., & Santini, I. (2018). Regional economic resilience: The experience of the Italian local labor systems. The Annals of Regional Science, 60(2), 393-410. https://doi.org/10.1007/s00168-017-0822-9
  21. Fang, Z., Gao, X., & Sun, C. (2020). Do financial development, urbanization and trade affect environmental quality? Evidence from China. Journal of Cleaner Production, 259, 120892. https://doi.org/10.1016/j.jclepro.2020.120892
  22. Fernández, A., & Tamayo, C. E. (2017). From institutions to financial development and growth: What are the links?. Journal of Economic Surveys, 31(1), 17-57. https://doi.org/10.1111/joes.12132
  23. Gao, L., Meng, F., & Tian, Q. (2022). Study on the Temporal and Spatial Evolution and Influencing Factors of China’s Economic Resilience——From the Perspective of Digital Finance. Inquiry into Economic Issues, (08), 57-74.
  24. Greenwood, J., & Jovanovic, B. (1990). Financial development, growth, and the distribution of income. Journal of political Economy, 98(5, Part 1), 1076-1107. https://doi.org/10.1086/261720
  25. Gurley, J. G., & Shaw, E. S. (1967). Financial structure and economic development. Economic development and cultural change, 15(3), 257-268. https://doi.org/10.1086/450226
  26. Hallegatte, S. (2014). Economic resilience: definition and measurement. World Bank Policy Research Working Paper, (6852). https://doi.org/10.1596/1813-9450-6852
  27. Han, X., Hui, N., & Song, W. (2014). Can Informatization Improve the Technology Innovation Efficiency of Chinese Industrial Sectors. China Industrial Economics, (12),70-82.
  28. Hill, E., Clair, T. S., Wial, H., Wolman, H., Atkins, P., Blumenthal, P., ... & Friedhoff, A. (2012). Economic shocks and regional economic resilience. In Urban and regional policy and its effects: Building resilient regions (pp. 193-274). Brookings Institution Press.
  29. Hu, X., & Hassink, R. (2017). Exploring adaptation and adaptability in uneven economic resilience: A tale of two Chinese mining regions. Cambridge Journal of Regions, Economy and Society, 10(3), 527-541. https://doi.org/10.1093/cjres/rsx012
  30. Hu, X., Li, L., & Dong, K. (2022). What matters for regional economic resilience amid COVID-19? Evidence from cities in Northeast China. Cities, 120, 103440. https://doi.org/10.1016/j.cities.2021.103440
  31. Jalilian, H., & Kirkpatrick, C. (2002). Financial development and poverty reduction in developing countries. International journal of finance & economics, 7(2), 97-108. https://doi.org/10.1002/ijfe.179
  32. Khan, M., & Ozturk, I. (2021). Examining the direct and indirect effects of financial development on CO2 emissions for 88 developing countries. Journal of environmental management, 293, 112812. https://doi.org/10.1016/j.jenvman.2021.112812
  33. Jalilian, H., & Kirkpatrick, C. (2002). Financial development and poverty reduction in developing countries. International journal of finance & economics, 7(2), 97-108. https://doi.org/10.1002/ijfe.179
  34. Lai, F., Zhu, S., Feng, Q., & Yao, Y. (2021). Effects of Financial Market Information on Firms’ Productivity Under Operating Pressure and Financial Constraints: Evidence From the Chinese Stock Market. SAGE Open, 11(4), 21582440211061377. https://doi.org/10.1177/21582440211061377
  35. Levine, R. (1997). Financial development and economic growth: views and agenda. Journal of economic literature, 35(2), 688-726. https://doi.org/10.1596/1813-9450-1678
  36. Levine, R. (1991). Stock markets, growth, and tax policy. The journal of Finance, 46(4), 1445-1465. https://doi.org/10.1111/j.1540-6261.1991.tb04625.x
  37. Levine, R., & Zervos, S. (1998). Stock markets, banks, and economic growth. American economic review, 537-558.
  38. Liu, H., Islam, M. A., Khan, M. A., Hossain, M. I., & Pervaiz, K. (2020). Does financial deepening attract foreign direct investment? Fresh evidence from panel threshold analysis. Research in International Business and Finance, 53, 101198. https://doi.org/10.1016/j.ribaf.2020.101198
  39. Li, W., Fan, J., & Zhao, J. (2022). Has green finance facilitated China’s low-carbon economic transition?. Environmental Science and Pollution Research, 1-14. https://doi.org/10.1007/s11356-022-19891-8
  40. Loayza, N. V., & Ranciere, R. (2006). Financial development, financial fragility, and growth. Journal of money, credit and banking, 1051-1076. https://doi.org/10.1353/mcb.2006.0060
  41. Ma, L., & Huang, C. (2022). Financial Drivers and Renewable Energy Development——A Dynamic Evolution Analysis Based on Multinational Data. China Industrial Economics, (04),118-136.
  42. Marcos, J., & Macaulay, S. (2008). Organisational resilience: the key to anticipation, adaptation and recovery. Cranfield School of Management, Cranfied University, Manuscript.
  43. Martin, R. (2012). Regional economic resilience, hysteresis and recessionary shocks. Journal of economic geography, 12(1), 1-32. https://doi.org/10.1093/jeg/lbr019
  44. Martin, R., Sunley, P., Gardiner, B., & Tyler, P. (2016). How regions react to recessions: Resilience and the role of economic structure. Regional Studies, 50(4), 561-585. https://doi.org/10.1080/00343404.2015.1136410
  45. Martin, R., & Sunley, P. (2015). On the notion of regional economic resilience: conceptualization and explanation. Journal of economic geography, 15(1), 1-42. https://doi.org/10.1093/jeg/lbu015
  46. Östh, J., Reggiani, A., & Galiazzo, G. (2015). Spatial economic resilience and accessibility: A joint perspective. Computers, Environment and Urban Systems, 49, 148-159. https://doi.org/10.1016/j.compenvurbsys.2014.07.007
  47. Pal, S., & Bandyopadhyay, I. (2022). Impact of financial inclusion on economic growth, financial development, financial efficiency, financial stability, and profitability: an international evidence. SN Business & Economics, 2(9), 1-29. https://doi.org/10.1007/s43546-022-00313-3
  48. Pradhan, R. P., Arvin, M. B., Hall, J. H., & Nair, M. (2016). Innovation, financial development and economic growth in Eurozone countries. Applied Economics Letters, 23(16), 1141-1144. https://doi.org/10.1080/13504851.2016.1139668
  49. Qu, C., Shao, J., & Shi, Z. (2020). Does financial agglomeration promote the increase of energy efficiency in China?. Energy Policy, 146, 111810. https://doi.org/10.1016/j.enpol.2020.111810
  50. Rajan, R., & Zingales, L. (1998). Financial development and growth. American Economic Review, 88(3), 559-586. https://doi.org/10.3386/w5758
  51. Rashid, A., & Intartaglia, M. (2017). Financial development–does it lessen poverty?. Journal of Economic Studies. https://doi.org/10.1108/jes-06-2015-0111
  52. Rewilak, J. (2017). The role of financial development in poverty reduction. Review of development finance, 7(2), 169-176. https://doi.org/10.1016/j.rdf.2017.10.001
  53. Rostow, W. W. (1974). Money and Capital in Economic Development. By Ronald I. McKinnon. (Washington, DC: The Brookings Institution, 1973. Pp. 184. $7.50.). American Political Science Review, 68(4), 1822-1824. https://doi.org/10.2307/1960040
  54. Samargandi, N., & Sohag, K. (2022). The interaction of finance and innovation for low carbon economy: Evidence from Saudi Arabia. Energy Strategy Reviews, 41, 100847. https://doi.org/10.1016/j.esr.2022.100847
  55. Sensier, M., Bristow, G., & Healy, A. (2016). Measuring regional economic resilience across Europe: Operationalizing a complex concept. Spatial Economic Analysis, 11(2), 128-151. https://doi.org/10.1080/17421772.2016.1129435
  56. Shahbaz, M., Nasir, M. A., & Lahiani, A. (2022). Role of financial development in economic growth in the light of asymmetric effects and financial efficiency. International Journal of Finance & Economics, 27(1), 361-383. https://doi.org/10.1002/ijfe.2157
  57. Shahbaz, M., Shahzad, S. J. H., Ahmad, N., & Alam, S. (2016). Financial development and environmental quality: the way forward. Energy Policy, 98, 353-364. https://doi.org/10.1016/j.enpol.2016.09.002
  58. Sugiyanto, C., & Yolanda, Z. (2020). The Effect of Financial Deepening on Economic Growth, Inequality, and Poverty: Evidence from 73 Countries. The South East European Journal of Economics and Business, 15(2), 15-27. https://doi.org/10.2478/jeb-2020-0012
  59. Tang, M., Wang, X., Niu, W., Fu, J., & Zhu, M. (2021). How financial development scale and R&D influence regional innovation efficiency: empirical evidence from the financial industry. Environmental Science and Pollution Research, 1-14. https://doi.org/10.1007/s11356-021-16862-3
  60. Tóth, B. I. (2015). Regional economic resilience: concepts, empirics and a critical review. Miscellanea Geographica. Regional Studies on Development, 19(3), 70-75. https://doi.org/10.1515/mgrsd-2015-0017
  61. Wang, W., Yang, X., Cao, J., Bu, W., Adebayo, T. S., Dilanchiev, A., & Ren, S. (2022). Energy internet, digital economy, and green economic growth: Evidence from China. Innovation and Green Development, 1(2), 100011. https://doi.org/10.1016/j.igd.2022.100011
  62. Wang, X., & Li, M. (2022). Determinants of Regional Economic Resilience to Economic Crisis: Evidence from Chinese Economies. Sustainability, 14(2), 809. https://doi.org/10.3390/su14020809
  63. Wang, Z., & Wei, W. (2021). Regional economic resilience in China: Measurement and determinants. Regional Studies, 55(7), 1228-1239. https://doi.org/10.1080/00343404.2021.1872779
  64. Wang, Z., & Zhao, B. (2019). Analysis of the Threshold Effect of Financial Scale, Structure and Efficiency on Carbon Emissions. Ecological Economy, (11), 28-32+111.
  65. Wen, K. (2017). Threshold Effect of Financial Development and Industrial Structure Optimization under the Background of Chinese Supply Side Structure Reform. Industrial Organization Review, (02),37-51.
  66. Wu, H., Xue, Y., Hao, Y., & Ren, S., (2021). "How does internet development affect energy-saving and emission reduction? Evidence from China," Energy Economics, Elsevier, vol. 103(C). https://doi.org/10.1016/j.eneco.2021.105577
  67. Xie, W., Rose, A., Li, S., He, J., Li, N., & Ali, T. (2018). Dynamic economic resilience and economic recovery from disasters: A quantitative assessment. Risk analysis, 38(6), 1306-1318. https://doi.org/10.1111/risa.12948
  68. Xu, L., & Tan, J. (2020). Financial development, industrial structure and natural resource utilization efficiency in China. Resources Policy, 66, 101642. https://doi.org/10.1016/j.resourpol.2020.101642
  69. Xu, Y., & Deng, H. (2020). Diversification, Innovation Capability and Urban Economic Resilience. Economic Perspectives, (08),88-104.
  70. Xu, Y., Zhao, X., Zhou, X., & Yuan, L. (2021). Financial Structure and Capital Allocation Efficiency: An Empirical Analysis of China from 2005–2018. Applied Economics, 53(29), 3347-3358. https://doi.org/10.1080/00036846.2021.1877256
  71. Yuan, S., Wu, Z., & Liu, L. (2022). The effects of financial openness and financial efficiency on Chinese macroeconomic volatilities. The North American Journal of Economics and Finance, 101819. https://doi.org/10.1016/j.najef.2022.101819
  72. Zhang, X., Zhao, Y., & Jiang, T. (2017). Research on the Impact of Financial Development on Manufacturing Structure Upgrading. Journal of Macro-quality Research, (02), 51-60.
  73. Zhang, Z., & Zhao, R. (2021). Research on the Spatial Spillover Effect of Financial Industry Agglomeration on Regional Economic Resilience. Contemporary Economic Management, (03),89-97.
  74. Zhou, Q., & Han, H. (2020). Research on the Development, Risk and Regulatory of Financial Technology in the Digital Economy Era. Scientific Management Research, (05),148-153.