The Spatial Effect of the Efficiency of Regional Financial Resource Allocation from the Perspective of Internet Finance: Evidence from Chinese Provinces

References

• Acemoglu, D., A. Ozdaglar, and A. Tahbaz-Salehi. 2015. Systemic risk and stability in financial networks. American Economic Review 105 (2):564–608. doi:10.1257/aer.20130456.
   PubMed Web of Science ®Google Scholar
• Allen, F., J. McAndrews, and P. Strahan. 2002. E-finance: an introduction. Journal Of Financial Services Research 22 (1–2):5–27. doi: 10.1023/A:1016007126394.
   Google Scholar
• Anderson, C. 2004. The long tail. Wired 12 (10):170–77.
   Google Scholar
• Arner, D., J. Barberis, and R. P. Buckley. 2016. The evolution of fintech: A new post-crisis paradigm? Georgetown Journal of International Law 47:1271–319. doi:10.2139/ssrn.2676553.
   Google Scholar
• Au, Y. A., and R. J. Kauffman. 2008. The economics of mobile payments: Understanding stakeholder issues for an emerging financial technology application. Electronic Commerce Research and Applications 7 (2):141–64. doi:10.1016/j.elerap.2006.12.004.
   Web of Science ®Google Scholar
• Berger, S. C., and C. M. Messerschmidt. 2009. Babbling before banking? online communities and pre‐purchase information seeking. International Journal Of Bank Marketing 27 (6):446–466. doi: 10.1108/02652320910988320.
   Google Scholar
• Brandt, L., T. Tombe, and X. Zhu. 2013. Factor market distortions across time, space and sectors in China. Review Of Economic Dynamics, 16 (1):39–58. doi: 10.1016/j.red.2012.10.002.
   Web of Science ®Google Scholar
• Caves, D. W., L. R. Christensen, and W. E. Diewert. 1982. The economic theory of index numbers and the measurement of input, output, and productivity. Econometrica 50 (6):1393–1414. doi: .
   Web of Science ®Google Scholar
• Claessens, S., T. Glaessner, and D. Klingebiel. 2002. Electronic finance: reshaping the financial landscape around the world. Journal Of Financial Services Research 22 (1–2):29–61. doi: 10.1023/A:1016023528211.
   Google Scholar
• Czernich, N., O. Falck, T. Kretschmer, and L. Woessmann. 2011. Broadband infrastructure and economic growth. The Economic Journal 121 (552):505–32. doi:10.1111/j.1468-0297.2011.02420.x.
   Web of Science ®Google Scholar
• Elhorst, J. P. 2010. Applied spatial econometrics: Raising the bar. Spatial Economic Analysis 5 (1):9–28. doi:10.1080/17421770903541772.
   Web of Science ®Google Scholar
• Färe, R., S. Grosskopf., B. Lindgren., and P. Roos. 1994. Productivity Developments in Swedish Hospitals: A Malmquist Output Index Approach. Data Envelopment Analysis: Theory, Methodology, and Applications 253–272. doi:10.1007/978-94-011-0637-5_13.
   Google Scholar
• Guo, F., S. T. Kong, and J. Wang. 2016. General patterns and regional disparity of internet finance development in China: Evidence from the Peking University Internet Finance Development Index. China Economic Journal 9 (3):253–71. doi:10.1080/17538963.2016.1211383.
   Web of Science ®Google Scholar
• Halleck Vega, S., and J. P. Elhorst. 2015. The SLX model. Journal of Regional Science 55 (3):339–63. doi:10.1111/jors.12188.
   Web of Science ®Google Scholar
• Han, J., and Y. Shen. 2015. Financial development and total factor productivity growth: Evidence from China. Emerging Markets Finance and Trade 51 (sup. 1):S261–S274. doi:10.1080/1540496X.2014.998928.
   Web of Science ®Google Scholar
• Hsieh, C. T., and P. J. Klenow. 2009. Misallocation and manufacturing TFP in China and India. The Quarterly Journal Of Economics 124 (4):1403–1448. doi: 10.1162/qjec.2009.124.4.1403.
   Web of Science ®Google Scholar
• Hu, M., J. Zhang, and C. Chao. 2018. Regional financial efficiency and its non-linear effects on economic growth in China. International Review of Economics & Finance 59:193–206. doi:10.1016/j.iref.2018.08.019.
   Web of Science ®Google Scholar
• Kang, Y. Q., T. Zhao, and Y. Y. Yang. 2016. Environmental Kuznets curve for CO2 emissions in China: A spatial panel data approach. Ecological Indicators 63:231–39. doi:10.1016/j.ecolind.2015.12.011.
   Web of Science ®Google Scholar
• Karadag, H. 2015. Financial management challenges in small and medium-sized enterprises: A strategic management approach. EMAJ: Emerging Markets Journal 5 (1):26–40. doi: 10.5195/emaj.2015.67.
   Google Scholar
• Kersten, R., J. Harms, K. Liket, and K. Maas. 2017. Small firms, large impact? A systematic review of the SME finance literature. World Development 97:330–48. doi:10.1016/j.worlddev.2017.04.012.
   Web of Science ®Google Scholar
• Langley, P., and A. Leyshon. 2017. Capitalizing on the crowd: The monetary and financial ecologies of crowdfunding. Environment and Planning A 49 (5):1019–39. doi:10.1177/0308518x16687556.
   Web of Science ®Google Scholar
• Lapavitsas, C. 2011. Theorizing financialization. Work, Employment and Society 25 (4):611–26. doi:10.1177/0950017011419708.
   Web of Science ®Google Scholar
• LeSage, J. P., and R. K. Pace. 2008. Spatial econometric modeling of origin: Destination flows. Journal of Regional Science 48 (5):941–67. doi:10.1111/j.1467-9787.2008.00573.x.
   Web of Science ®Google Scholar
• Levine, R. 1999. Financial development and economic growth: Views and agenda. Policy Research Working Papers. doi:10.1596/1813-9450-1678.
   Google Scholar
• Li, Z., D. Hao, Z. Huang, and P. Failler. 2018a. Asymmetric effects on risks of Virtual Financial Assets (VFAs) in different regimes: The case of bitcoin. Quantitative Finance and Economics 2 (4):860–83. doi:10.394/QFE.2018.4.860.
   Web of Science ®Google Scholar
• Li, Z., G. Liao, Z. Wang, and Z. Huang. 2018b. Green loan and subsidy for promoting clean production innovation. Journal of Cleaner Production 187:421–31. doi:10.1016/j.jclepro.2018.03.066.
   Web of Science ®Google Scholar
• Li, Z., S. Chen, and S. Chen. 2017. Statistical measure of validity of financial resources allocation. Eurasia Journal of Mathematics, Science and Technology Education 13 (12):7731–41. doi:10.12973/ejmste/77932.
   Web of Science ®Google Scholar
• Lin, J., Z. Yu, Y. D. Wei, and M. Wang. 2017. Internet access, spillover and regional development in China. Sustainability 9 (6):946. doi:10.3390/su9060946.
   Web of Science ®Google Scholar
• Long, R., T. Shao, and H. Chen. 2016. Spatial econometric analysis of China’s province-level industrial carbon productivity and its influencing factors. Applied Energy 166:210–19. doi:10.1016/j.apenergy.2015.09.100.
   Web of Science ®Google Scholar
• Lucas, R. E., Jr. 1988. On the mechanics of economic development. Journal of Monetary Economics 22 (1):3–42. doi:10.1016/0304-3932(88)90168-7.
   Web of Science ®Google Scholar
• Mishkin, F. S., and P. E. Strahan. 1999. What will technology do to financial structure? National Bureau of Economic Research. doi:10.3386/w6892.
   Google Scholar
• Philippon, T. 2015. Has the us finance industry become less efficient? On the theory and measurement of financial intermediation. American Economic Review 105 (4):1408–38. doi:10.1257/aer.20120578.
   Web of Science ®Google Scholar
• Philippon, T. 2016. The FinTech opportunity. National Bureau of Economic Research. doi:10.3386/w22476.
   Google Scholar
• Romer, P. 1986. Increasing returns and long-run growth. Journal of Political Economy 94 (5):1002–37. doi:10.1086/261420.
   Web of Science ®Google Scholar
• Shen, Y., and P. Guo. 2015. Internet finance, technology spillover and commercial banks TFP. Journal of Financial Research 417 (3):160–75.
   Google Scholar
• Song, H., and M. Zhang. 2017. Spatial spillovers of regional innovation: Evidence from Chinese provinces. Emerging Markets Finance and Trade 53 (9):2104–22. doi:10.1080/1540496x.2017.1284061.
   Web of Science ®Google Scholar
• Song, Z., and G. L. Wu. 2015. Identifying capital misallocation. Working paper.
   Google Scholar
• Thompson, B. S. 2017. Can financial technology innovate benefit distribution in payments for ecosystem services and REDD+? Ecological Economics 139:150–57. doi:10.1016/j.ecolecon.2017.04.008.
   Web of Science ®Google Scholar
• Tiwari, A. K., C. T. Albulescu, and S. M. Yoon. 2017. A multifractal detrended fluctuation analysis of financial market efficiency: Comparison using Dow Jones sector ETF indices. Physica A: Statistical Mechanics and Its Applications 483:182–92. doi:10.1016/j.physa.2017.05.007.
   Web of Science ®Google Scholar
• Tsai, K. S. 2017. When shadow banking can be productive: Financing small and medium enterprises in China. Journal of Development Studies 53 (12):2005–28. doi:10.1080/00220388.2016.1228877.
   Web of Science ®Google Scholar
• Wang, X. 2015. A study on internet finance helping relieve SMEs financing constraints. Journal of Financial Research 423 (9):128–39.
   Google Scholar
• Wu, X. 2015. Internet finance: The logic of growth. Finance & Trade Economics 36 (2):5–15.
   Google Scholar
• Wurgler, J. 2000. Financial markets and the allocation of capital. Journal of Financial Economics 58 (1):187–214. doi:10.1016/s0304-405x(00)00070-2.
   Web of Science ®Google Scholar
• Xie, P., and C. Zhou. 2012. Research on internet-based finance mode. Journal of Financial Research 390 (12):11–22.
   Google Scholar