Impact of COVID-19 on Financial Constraints and the Moderating Effect of Financial Technology

References

• Al-Awadhi, A. M., K. Al-Saifi, A. Al-Awadhi, and S. Alhamadi. 2020. Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns. Journal of Behavioral and Experimental Finance 27:100326. doi:10.1016/j.jbef.2020.100326.
   PubMed Web of Science ®Google Scholar
• Benson, C., and E. Clay. 2004. Understanding the economic and financial impacts of natural disasters. Washington, DC: The World Bank.
   Google Scholar
• Bloomfield, R. J., and T. J. Wilks. 2000. Disclosure effects in the laboratory: Liquidity, depth, and the cost of capital. The Accounting Review 75 (1):13–41. doi:10.2308/accr.2000.75.1.13.
   Web of Science ®Google Scholar
• Brown, J. R., S. M. Fazzari, and B. C. Petersen. 2009. Financing innovation and growth: Cash flow, external equity, and the 1990s R&D boom. The Journal of Finance 64 (1):151–85. doi:10.1111/j.1540-6261.2008.01431.x.
   Web of Science ®Google Scholar
• Campello, M., J. R. Graham, and C. R. Harvey. 2010. The real effects of financial constraints: Evidence from a financial crisis. Journal of Financial Economics 97 (3):470–87. doi:10.1016/j.jfineco.2010.02.009.
   Web of Science ®Google Scholar
• Chen, Y., Y. Shen, and J. Y. Wang. 2020. Financial market reaction to dramatic public health shocks [translated from Chinese]. Journal of Financial Research 6:20–39.
   Google Scholar
• Cheng, B., I. Ioannou, and G. Serafeim. 2014. Corporate social responsibility and access to finance. Strategic Management Journal 35 (1):1–23. doi:10.1002/smj.2131.
   Web of Science ®Google Scholar
• Cole, R. A., D. J. Cumming, and J. Taylor. 2019. Does fintech compete with or complement bank finance? SSRN Working paper. doi:10.2139/ssrn.3302975.
   Google Scholar
• Devpura, N., and P. K. Narayan. 2020. Hourly oil price volatility: The role of COVID-19. Energy Research Letters 1 (2). doi: 10.46557/001c.13683.
   Google Scholar
• Fazzari, S., R. G. Hubbard, and B. C. Petersen. 1987. Financing constraints and corporate investment. no. w2387, National Bureau of Economic Research.
   Google Scholar
• Francis, J., R. LaFond, P. M. Olsson, and K. Schipper. 2004. Costs of equity and earnings attributes. The Accounting Review 79 (4):967–1010. doi:10.2308/accr.2004.79.4.967.
   Web of Science ®Google Scholar
• Hadlock, C. J., and J. R. Pierce. 2010. New evidence on measuring financial constraints: Moving beyond the KZ index. The Review of Financial Studies 23 (5):1909–40. doi:10.2307/40604834.
   Web of Science ®Google Scholar
• Haldar, A., and N. Sethi. 2020. The effect of country-level factors and government intervention on the incidence of COVID-19. Asian Economics Letters 1 (2). doi: 10.46557/001c.17804.
   Google Scholar
• Hanna, D., and Y. Huang. 2004. The impact of SARS on Asian economies. Asian Economic Papers 3 (1):102–12. doi:10.1162/1535351041747978.
   Google Scholar
• He, F., Y. Ma, and X. Zhang. 2020. How does economic policy uncertainty affect corporate innovation? Evidence from China listed companies. International Review of Economics & Finance 67:225–39. doi:10.1016/j.iref.2020.01.006.
   Web of Science ®Google Scholar
• He, P., Y. Sun, Y. Zhang, and T. Li. 2020. COVID–19’s impact on stock prices across different sectors—An event study based on the Chinese stock market. Emerging Markets Finance and Trade 56 (10):2198–212. doi:10.1080/1540496X.2020.1785865.
   Web of Science ®Google Scholar
• Heiskanen, A. 2017. The technology of trust: How the Internet of Things and blockchain could usher in a new era of construction productivity. Construction Research and Innovation 8 (2):66–70. doi:10.1080/20450249.2017.1337349.
   Google Scholar
• Hood, M., A. Kamesaka, J. Nofsinger, and T. Tamura. 2013. Investor response to a natural disaster: Evidence from Japan’s 2011 earthquake. Pacific-Basin Finance Journal 25:240–52. doi:10.1016/j.pacfin.2013.09.006.
   Web of Science ®Google Scholar
• Huang, R., X. B. Lai, and S. Tang. 2020. How can fintech affect corporate financial constraints? Dynamic effects, heterogeneity characteristics and macro-micro mechanism test [translated from Chinese]. Studies of International Finance 6:25–34. doi:10.16475/j.cnki.1006-1029.2020.06.003
   Google Scholar
• Huang, Z., W. Li, and W. Gao. 2017. Why do firms choose zero-leverage policy? Evidence from China. Applied Economics 49 (28):2736–48. doi:10.1080/00036846.2016.1245845.
   Web of Science ®Google Scholar
• Ju, X., D. Lo, and Y. Yu. 2013. Financial constraints, working capital management, and the sustainability of firm innovation [translated from Chinese]. Jingji Yanjiu (Economic Research Journal) 48 (1):4–16.
   Google Scholar
• Klapper, L., M. Miller, and J. Hess. 2019. Leveraging digital financial solutions to promote formal business participation. World Bank.
   Google Scholar
• Li, R., S. Qi, and H. Sun. 2020. A lender in need is a lender indeed: Evidence from fintech and bank lending after natural disasters. Working Paper.
   Google Scholar
• Mishra, A. K., B. N. Rath, and A. K. Dash. 2020. Does the Indian financial market nosedive because of the COVID-19 outbreak, in comparison to after demonetisation and the GST? Emerging Markets Finance and Trade 56 (10):2162–80. doi:10.1080/1540496X.2020.1785425.
   Web of Science ®Google Scholar
• Njindan Iyke, B. 2020. Economic policy uncertainty in times of COVID-19 pandemic. Asian Economics Letters 1 (2). doi: 10.46557/001c.17665.
   Google Scholar
• Qiu, H., Y. P. Huang, and Y. Ji. 2018. How does fintech development affect traditional banking in China? The perspective of online wealth management products [translated from Chinese]. Journal of Financial Research 11:17–29.
   Google Scholar
• Salisu, A., and I. Adediran. 2020. Uncertainty due to infectious diseases and energy market volatility. Energy Research Letters 1 (2). doi: 10.46557/001c.14185.
   Google Scholar
• Schiantarelli, F., and A. Sembenelli. 2000. Form of ownership and financial constraints: Panel data evidence from flow of funds and investment equations. Empirica 27 (2):175–92. doi:10.1023/A:1026588619191.
   Google Scholar
• Sharma, S. S. 2020. A note on the Asian market volatility during the COVID-19 pandemic. Asian Economics Letters 1 (2):17661. doi:10.46557/001c.17661.
   Google Scholar
• Shen, H., M. Fu, H. Pan, Z. Yu, and Y. Chen. 2020. The impact of the COVID-19 pandemic on firm performance. Emerging Markets Finance and Trade 56 (10):2213–30. doi:10.1080/1540496x.2020.1785863.
   Web of Science ®Google Scholar
• Shen, Y., and P. Guo. 2015. Internet finance, technology spillover and commercial banks TFP [translated from Chinese]. Journal of Financial Research 417 (3):160–75.
   Google Scholar
• Wen, F., C. Li, H. Sha, and L. Shao. 2020. How does economic policy uncertainty affect corporate risk-taking? Evidence from China. Finance Research Letters 101840. doi:10.1016/j.frl.2020.101840.
   Web of Science ®Google Scholar
• Whited, T. M., and G. Wu. 2006. Financial constraints risk. The Review of Financial Studies 19 (2):531–59. doi:10.1093/rfs/hhj012.
   Web of Science ®Google Scholar
• Worthington, A., and A. Valadkhani. 2004. Measuring the impact of natural disasters on capital markets: An empirical application using intervention analysis. Applied Economics 36 (19):2177–86. doi:10.1080/0003684042000282489.
   Web of Science ®Google Scholar
• Yosepha, S. Y. 2018. The role of fintech encourages the export of small medium enterprises in Indonesia. Journal of Social and Development Sciences 9 (3):66–77. doi:10.22610/jsds.v9i3.2478.
   Google Scholar
• Zhang, D., and W. Zheng. 2019. Does financial constraint impede the innovative investment? Micro evidence from China. Emerging Markets Finance and Trade 56 (7):1423–46. doi:10.1080/1540496X.2018.1542594.
   Web of Science ®Google Scholar