RESEARCH ON THE INVESTMENT AND FINANCING EFFECTS OF BANKRUPTCY RISK-EMPIRICAL RESEARCH FROM CHINA
Keywords:
bankruptcy risk investment and financing effects financing constraints panel fixed effectsAbstract
In recent years, cases of corporate bankruptcy due to high corporate bankruptcy risk abound. Based on literature research, this paper uses the data of Chinese listed companies from 2007 to 2020, using the least squares method (OLS) and panel fixed effects.This paper discusses the investment and financing effects of enterprise bankruptcy risk. Through the research, it is found that the enterprise bankruptcy risk has the effect of investment and financing. When the bankruptcy risk increases, the financing constraints of the enterprise will intensify, the excessive debt of the enterprise will expand, and the liquidity risk of the enterprise will increase. The research of this paper not only discusses the impact of changes in corporate bankruptcy risk on micro-enterprises and its transmission mechanism from an empirical level, but also helps to clarify the disputes over corporate bankruptcy risk at the policy level and in practice.
References
Alaka, H. A., Oyedele, L. O., & Owolabi, H. A., et al. (2017). Systematic Review of Bankruptcy Prediction Models: Towards A Framework for Tool Selection. Expert Systems with Applications. 94.
Alam, A., & Ali, Shah. S. Z. (2013).Corporate Governance and Its Impact on Firm Risk. International Journal of Management Economics & Social Sciences. 2(2): 76-98.
Almazan, A., & Suarez, J. (2003). Managerial Compensation and the Market Reaction to Bank Loans. Review of Financial Studies. 16. 237-261.
Altman, E. I., Haldeman, R. G., & Narayanan, P. (1977). ZETA TM, analysis A new model to identify bankruptcy risk of corporations. Journal of Banking & Finance. 1(1):29-54.
Altman, Hotchkiss, Edith. (1993). Corporate Financial Distress and Bankruptcy.
Barakat, N., Bradley, A. P. (2010). Rule extraction from support vector machines: A review. Neurocomputing. 74(1): 178-190.
Beaver, W. H. (1966). Financial Ratios as Predictors of Failure. Journal of Accounting Research. 4(1): 71-111.
Beaver, W. H., Mcnichols, M. F., & Rhie, J. W. (2005). Have Financial Statements Become Less Informative? Evidence from the Ability of Financial Ratios to Predict Bankruptcy. Review of Accounting Studies. 10(1): 93-122.
Blum, M. (2017). Failing Company Discriminant Analysis. Journal of Accounting Research. 12(1): 1-25.
Brockman, P., & Turtle, H. J. (2003). A Barrier Option Framework for Corporate Security Valuation. Journal of Financial Economics. 67(3): 511-529.
Campbell, S., Li, Y., & Yu, J., et al. (2015). The Impact of Occupational Community on the Quality of Internal Control. Journal of Business Ethics. 139(2): 1-15.
Chen, J., Chan, K. C., & Dong, W., et al. (2016). Internal Control and Stock Price Crash Risk:Evidence from China. European Accounting Review. 26: 125-152.
Cheung, Y. L., Rau, P. R., & Stouraitis, A. (2006). Tunneling, Propping, and Expropriation: Evidence From Connected Party Transactions in Hong Kong. Working Papers. 82(2): 343-386.
Darrat, A. F., Gray, S., & Park, J. C., et al. (2014). Corporate Governance and Bankruptcy Risk. Journal of Accounting Auditing & Finance. 31(2): 163-202.
Elango, B., Pattnaik, C., & Wieland, J. R. (2016). Do Business Group Characteristics Matter? An Exploration on the Drivers of Performance Variation. Journal of Business Research. 69(9): 3205-3212.
Elloumi, F., & Gueyié, J. P. (2001). CEO Compensation, IOS and the Role of Corporate Governance. Corporate Governance International Journal of Business in Society. 1(2): 23-33.
Fitzpatrick, P. J. (1932). A Comparison of the Ratios of Successful Industrial Enterprises with those of Failed Companies. Análise Molecular Do Gene Wwox. 1932: 598-605.
Francis, B., Hasan, I., & Mani, S., et al. (2016). Relative Peer Quality and Firm Performance. Journal of Financial Economics. 122(1): 196-219.
Harris, Milton., & Artur, Raviv. (1998). Corporate Control Contests and Capital Structure. Journal of financial Economics. 20. 55-86.
Hill, N. T., Perry, S. E., & Andes, S. (1996). Evaluating Firms In Financial Distress: An Event History Analysis. Journal of Applied Business Research. 12(3): 60-71.
Hillegeist, S. A., Keating, E. K., & Cram, D. P., et al. (2004). Assessing the Probability of Bankruptcy. Review of Accounting Studies. 9(1): 5-34.
Hoyt, R. E., & Liebenberg, A. P. (2011). The Value of Enterprise Risk Management. Journal of Risk & Insurance. 78(4): 795-822.
Iturriaga, F. J. L., & Sanz, I. P. (2015). Bankruptcy Visualization and Prediction Using Neural Networks:A Study of U.S. Commercial Banks. Expert Systems with Applications. 42(6): 2857-2869.
Jackman, T. A. (2011). Corporate Bankruptcy and Prediction: An Analysis of Multi-Discriminant, Logit and Survival Models Using the Statement of Cash Flows. Dissertations & Theses - Gradworks.
Jones, S. (2017). Corporate Bankruptcy Prediction: A High Dimensional Analysis. Review of Accounting Studies. 22(4): 1-57.
Jones, S., & Hensher, D. A. (2004). Predicting Firm Financial Distress: A Mixed Logit Model. Accounting Review. 79(4): 1011-1038.
Jones, S., & Hensher, D. A. (2008). Advances in Credit Risk Modelling and Corporate Bankruptcy Prediction. Cambridge Books.
Jones, S., Johnstone, D., & Wilson, R. (2015). An Empirical Evaluation of the Performance of Binary Classifiers in the Prediction of Credit Ratings Changes. Journal of Banking & Finance. 56: 72-85.
Kingyens, A. T., Paradi, J. C., & Tam, F. Bankruptcy Prediction of Companies in the Retail-Apparel Industry Using Data Envelopment Analysis. Advances in Efficiency and Productivity.
Lappalainen, J., & Niskanen, M. (2012). Financial Performance of SMEs: Impact of Ownership Structure and Board Composition. Management Research Review. 35(11): 1088-1108.
Lerner, J., Schoar, A. (2005). Does Legal Enforcement Affect Financial Transactions? The Contractual Channel in Private Equity. Quarterly Journal of Economics. 120(1): 223-246.
Maury, B., & Pajuste, A. (2005). Multiple Large Shareholders and Firm Value. Journal of Banking & Finance. 29(7): 1813-1834.
Mcconnell, J. J., & Servaes, H. (1990). Additional Evidence on Equity Ownership and Corporate Value. Journal of Financial Economics. 27(2): 595-612.
Mcgurr, P., & Devaney, S. (1998). Predicting Business Failure of Retail Firms: An Analysis Using Mixed Industry Models. Journal of Business Research. 43(3): 169-176.
Mcshane, M. K., Nair, A., & Rustambekov, E. (2011). Does Enterprise Risk Management Increase Firm Value?. Journal of Accounting Auditing & Finance. 26(4): 641-658.
Mensah, Y. M. (1984). An Examination of the Stationarity of Multivariate Bankruptcy Prediction Models: A Methodological Study. Journal of Accounting Research. 22(1):,380-395.
Morck, R., Shleifer, A., & Vishny, R. W. (1986). Management Ownership and Corporate Performance: an Empirical Analysis. Robert Vishny. 5(4): 1441-1453.
Odom, M. D., & Sharda, R. (1933). A Neural Network for Bankruptcy Prediction. Neural Network in Finance and Investing: Using Artificial Intelligence to Improve Real-World Performance.:177-186.
Ohlson, J. A. (1980). Financial Ratios and the Probabilistic Prediction of Bankruptcy. Journal of Accounting Research. 18(1): 109-131.
Ross, J. E., Kami, M. J. (1973). Corporate Management In Crisis: Why the Mighty Fall. Prentice-Hall.
Shourun, Guo., Edith, S. Hotchkiss., & Weihong, Song. (2011). Do Buyouts (Still) Create Value?. Journal of Finance, 66(2): 479–517.
Shumway, T. (2001). Forecasting Bankruptcy More Accurately: A Simple Hazard Model. Social Science Electronic Publishing. 74(1): 101-124.
Tarun, Khanna., & Yishay, Yafeh. (2005). Business Groups and Risk Sharing around the World. The Journal of Business. 78(1): 301-340.
