Growth Opportunities and Default Risk among Nonfinancial Firm
Listed in Kenya
1Emmanuel Wanjala Sikuku, 2Peter Nderitu Githaiga, 3Naomi Koske
1,2,3Moi University
https://doi.org/10.47191/jefms/v6-i9-11ABSTRACT:
This paper analyses the impact of growth opportunities on default risk of nonfinancial listed firms in Kenya. The study employ panel data analysis to study the 31 nonfinancial listed firms between 2011 and 2020. Default risk is estimated by Merton’s (1974) distance to default, while growth opportunities is measured by the ratio of market to book value. The study employs the ordinary least squares to test the hypotheses, and both the fixed effect and random effect regression for robustness test. The results show that the growth opportunities has a negative and statistically significant effect on default risk. Furthermore, tangibility, institutional ownership, firm size, firm profitability and leverage were also found as exerting a significant effect on default risk. Managers may consider financing this growth opportunities using equity financing, which may lower the likelihood of default risk.
KEYWORDS:
Default risk, growth opportunities, listed firms, Kenya
REFERENCES:
1) Altman, E. I. (1969). Corporate bankruptcy potential, stockholder returns and share valuation. The Journal of Finance, 24(5), 887-900.
2) Andrade, G., & Kaplan, S. N. (1998). How costly is financial (not economic) distress? Evidence from highly leveraged transactions that became distressed. The journal of finance, 53(5), 1443-1493.
3) Atif, M., & Ali, S. (2021). Environmental, social and governance disclosure and default risk. Business Strategy and the Environment, 30(8), 3937-3959.
4) Barclay, M. J., & Smith Jr, C. W. (1995). The priority structure of corporate liabilities. The Journal of Finance, 50(3), 899-917.
5) Beaver, W. H. (1966). Financial ratios as predictors of failure. Journal of accounting research, 71-111.
6) Bharath, S. T., & Shumway, T. (2008). Forecasting default with the Merton distance to default model. The Review of Financial Studies, 21(3), 1339-1369.
7) Billett, M. T., King, T. H. D., & Mauer, D. C. (2007). Growth opportunities and the choice of leverage, debt maturity, and covenants. the Journal of Finance, 62(2), 697-730.
8) Campbell, J. Y., Hilscher, J., & Szilagyi, J. (2008). In search of distress risk. The Journal of finance, 63(6), 2899-2939.
9) Cao, Z., Leng, F., Feroz, E. H., & Davalos, S. V. (2015). Corporate governance and default risk of firms cited in the SEC’s Accounting and Auditing Enforcement Releases. Review of Quantitative Finance and Accounting, 44, 113-138.
10) Chen, L., & Zhao, X. (2006). On the relation between the market-to-book ratio, growth opportunity, and leverage ratio. Finance Research Letters, 3(4), 253-266.
11) Danisevska, P. (2002). Is Debt Maturity Determined by Asymmetric Information about Short-Term or Long-Term Earnings?. Available at SSRN 302737.
12) Duan, J. C., Sun, J., & Wang, T. (2012). Multiperiod corporate default prediction—A forward intensity approach. Journal of Econometrics, 170(1), 191-209
13) Gao, P., Parsons, C. A., & Shen, J. (2018). Global relation between financial distress and equity returns. The Review of Financial Studies, 31(1), 239-277.
14) Garlappi, L., & Yan, H. (2011). Financial distress and the cross‐section of equity returns. The journal of finance, 66(3), 789-822.
15) Gaver, J. J., & Gaver, K. M. (1993). Additional evidence on the association between the investment opportunity set and corporate financing, dividend, and compensation policies. Journal of Accounting and economics, 16(1-3), 125-160.
16) Gopalakrishnan, B., & Mohapatra, S. (2020). Insolvency regimes and firms' default risk under economic uncertainty and shocks. Economic Modelling, 91, 180-197.
17) Gutiérrez-López, C., Castro, P., & Tascón, M. T. (2022). How can firms' transition to a low-carbon economy affect the distance to default?. Research in International Business and Finance, 62, 101722.
18) Hamid, Z., & Siddiqui, A. (2021). Effect of Firms Specific Factors on Probability of Default: A Case of Pakistani Non-Financial Sector. Indian Journal of Economics and Business, 20(2).
19) Harris, M., & Raviv, A. (1991). The theory of capital structure. Journal of Finance, 46(1), 297-355.
20) Heyman, D., Deloof, M., & Ooghe, H. (2008). The financial structure of private held Belgian firms. Small business economics, 30, 301-313.
21) Hillegeist, S. A., Keating, E. K., Cram, D. P., & Lundstedt, K. G. (2004). Assessing the probability of bankruptcy. Review of accounting studies, 9, 5-34.
22) Ho, K. C., Huang, H. Y., Pan, Z., & Gu, Y. (2023). Modern pandemic crises and default risk: Worldwide evidence. Journal of International Financial Management & Accounting. Pre-print
23) Hovakimian, A., Kayhan, A., & Titman, S. (2012). Are corporate default probabilities consistent with the static trade-off theory?. The Review of Financial Studies, 25(2), 315-340.
24) Jaggi, B., & Gul, F. A. (1999). An analysis of joint effects of investment opportunity set, free cash flows and size on corporate debt policy. Review of quantitative finance and accounting, 12, 371-381.
25) Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. The American economic review, 76(2), 323-329.
26) Kabir, M. N., Miah, M. D., Ali, S., & Sharma, P. (2020). Institutional and foreign ownership vis-à-vis default risk: Evidence from Japanese firms. International Review of Economics & Finance, 69, 469-493.
27) Kabir, M. N., Rahman, S., Rahman, M. A., & Anwar, M. (2021). Carbon emissions and default risk: International evidence from firm-level data. Economic Modelling, 103, 105617.
28) Kogan, L., & Papanikolaou, D. (2014). Growth opportunities, technology shocks, and asset prices. The journal of finance, 69(2), 675-718.
29) Lang, L. H., & Stulz, R. (1992). Contagion and competitive intra-industry effects of bankruptcy announcements: An empirical analysis. Journal of financial economics, 32(1), 45-60.
30) Lang, L., Ofek, E., & Stulz, R. M. (1996). Leverage, investment, and firm growth. Journal of Financial Economics, 40(1), 3–29.
31) Maksimovic, V., & Titman, S. (1991). Financial policy and reputation for product quality. The Review of Financial Studies, 4(1), 175-200.
32) Mateev, M., Poutziouris, P., & Ivanov, K. (2013). On the determinants of SME capital structure in Central and Eastern Europe: A dynamic panel analysis. Research in international business and finance, 27(1), 28-51.
33) Merton, R. C. (1974). On the pricing of corporate debt: The risk structure of interest rates. The Journal of finance, 29(2), 449-470.
34) Moon, D., & Tandon, K. (2007). The influence of growth opportunities on the relationship between equity ownership and leverage. Review of Quantitative Finance and Accounting, 29, 339-351.
35) Myers, S. C. (1977). Determinants of corporate borrowing. Journal of Financial Economics, 5(2), 147–175
36) Nie, Z., Ling, X., & Chen, M. (2023). The power of technology: FinTech and corporate debt default risk in China. Pacific-Basin Finance Journal, 78, 101969.
37) Nugroho, M., Arif, D., & Halik, A. (2021). The effect of financial distress on stock returns, through systematic risk and profitability as mediator variables. Accounting, 7(7), 1717-1724
38) Opler, T. C., & Titman, S. (1994). Financial distress and corporate performance. The Journal of finance, 49(3), 1015-1040.
39) Saona Hoffmann, P., & Vallelado González, E. (2005). Ownership structure and growth opportunities as determinants of bank debt: Evidence from Chilean companies. Management Research: Journal of the Iberoamerican Academy of Management, 3(2), 121-136.
40) Smith Jr, C. W., & Watts, R. L. (1992). The investment opportunity set and corporate financing, dividend, and compensation policies. Journal of financial Economics, 32(3), 263-292.
41) Stohs, M. H., & Mauer, D. C. (1996). The determinants of corporate debt maturity structure. Journal of business, 279-312.
42) Vassalou, M., & Xing, Y. (2004). Default risk in equity returns. The journal of finance, 59(2), 831-868.
43) Zhang, X., Zhao, Y., & Yao, X. (2022). Foreasting corporate default risk in China. International Journal of Forecasting, 38(3), 1054-1070.