Forecasting Crash risk using Business Strategy, Equity Overvaluation and Conditional Skewness in Stock Price

Document Type : Original Article

Authors

1 PhD Candidate, Faculty of Management, Tehran North Branch, Islamic Azad University, Tehran, Iran.

2 Department of Finance and Economic, Central Tehran branch, Islamic Azad University, Tehran, Iran. (Corresponding Author)

3 Department of Accounting and Finance, North Tehran Branch, Islamic Azad University, Tehran, Iran.

Abstract

A firm is called to have stock price crash risk if the firm has a tendency to experience a sudden drop in its stock price. In this study, the relation between the firm-level of business strategy and future stock price crash risk Is examined, as well as the effect of stock overvaluation on the relationship between business strategy and crash risk investigated. Using the strategy index and crash risk indicators the question that whether innovative business strategies (prospectors) are more prone to future crash risk than defenders is investigated. In so doing, we identify two main hypotheses and the data of 111 listed companies of Tehran Stock Exchange for the period between 2009 and 2017 were analyzed and a panel data approach has been used to test of research hypotheses.
We develop a measure of business strategy based on Miles and Snow and test the association between this business strategy measure, overvaluation and stock price crash risk. Our investigations show that overvalued firms on average have higher price crash risk.

Keywords


1)       Alexander Bleck, Xuewen Liu., Market transparency and the accounting regime, Journal of Accounting Research, 2007, 45(2).
2)       Ansari, A., & Riasi, A, An Investigation of Factors Affecting Brand Advertising Success and Effectiveness. International Business Research, 2016, 9(4), P. 1-11.
3)       Arellano, M., Bover, O., Another look at the instrumental variable estimation of error-components models. J. Econom, 1995, 68 (1), P. 29-51
4)       A.Van Buskirk, Volatility Skew, Earnings Announcements, and the Predictability of Crashes, SSRN Electronic Journal, 2011.
5)       Baker, M., Stein, C., Wurgler, J., When does the market matter? Stock prices and the investment of equity-dependent firms. Q. J. Econ, 2003, 118 (3), P. 969-1006.
6)       Ball, R., Market and political/regulatory perspectives on the recent accounting scandals. Journal of Accounting Research, 2009, 47, P. 277-323
7)       Balsam, S., Fernando, G.D., Tripathy, A., The impact of firm strategy on performance measures used in executive compensation. J. Bus. Res, 2011, 64 (2), P. 187-193.
8)       Bentley, K.A., Newton, N.J., Thompson, A.M., Business Strategy and Internal Control over Financial Reporting, Journal of Practice & Theory, 2015.
9)       Bentley, K.A., Omer, T.C., Sharp, N.Y., Business strategy, financial reporting irregularities, and audit effort, Contemp. Account. Res, 2013, 30 (2), P. 780-817.
10)    Blundell, R., Bond, S., Initial conditions and moment restrictions in dynamic panel data models. J. Econom, 1998, 87 (1), P. 115-143.
11)    Callen, J.L., Fang, X., Institutional investor stability and crash risk: monitoring versus short-termism? J. Bank. Finance, 2013, 37 (8), P. 3047-3063.
12)    Callen, J. L., & Fang, X., Short interest and stock price crash risk, Journal of Banking and Finance, 2015, P. 181-194.
13)    Chen, J., Hong, H., Stein, J.C., Forecasting crashes, trading volume, past returns, and conditional skewness in stock prices. J. Finance. Econ, 2001, 61(3), P. 345-381.
14)    Dent, J. F. Strategy, organization and control: Some possibilities for accounting research. J. Accounting, Organizations and Society, 1990, 15 (1–2), P. 3-25.
15)    Dimson, E., Risk measurement when shares are subject to infrequent trading. J. Financ. Econ, 1979, 7 (2), P. 197-226.
16)    Francis, B., Hasan, I., Li, L., Abnormal real operations, real earnings management, and subsequent crashes in stock prices, R. Quant. Finance Account, 2016, 46 (2), P.  217-260.
17)    Habib, A., Jiang, H., Hasan, M., Stock Price Crash Risk: Review of the empirical literature, 2016, Massey University and Curtin University.
18)    Hutton, A.P., Marcus, A.J., Tehranian, H., Opaque financial reports, R2, and crash risk. Journal of Financial Economics, 2009, 94 (1), P. 67-86
19)    Jap Efendia, Anup Srivastavab, Edward P. Swansonb, why do corporate managers misstate financial statements? The role of option compensation, and other factors, Journal of Financial Economics, 2007, P. 667-708.
20)    Jensen, M., Agency costs of overvalued equity. Financ. Manage, 2008, 34, P. 5-19.
21)    Jin, L., Myers, S.C., R2 around the world: new theory and new tests, Journal of Financial Economics, 2006, 79 (2), P. 257-292.
22)    Kim, J. B. & Zhang, L. Accounting conservatism and stock price crash risk: Firm-level evidence. Contemporary Accounting Research, 2016, 33(1), P. 412-441.
23)    Kim, J.B., Li, Y., Zhang, L., CFOs versus CEOs: equity incentives and crashes. J. Financ. Econ, 2011, 101 (3), P. 713-730.
24)    Kim, J.B., Li, Y., Zhang, L., Corporate tax avoidance and stock price crash risk: firm-level analysis. J. Financ. Econ, 2011, 100 (3), P. 639-662.
25)    Lakonishok, J., Shleifer, A., Vishny, R.W., Contrarian investment, extrapolation, and risk. J. Finance, 1994, 49 (5), P. 1541-1578.
26)    Langfield-Smith, K, Management control systems and strategy: A critical review. Journal of Accounting, Organizations and Society, 1997, 22 (2), P. 207-32.
27)    Mc. Nichols, M. F., and G. P. Wilson., Evidence of earnings management from the provision for bad debts. Journal of Accounting Research, 1988, P. 1-31.
28)    Miles, R.E., Snow, C.C., Organizational Strategy, Structure, and Process, J. Administrative Science Quarterly, 2003.
29)    Miles, R.E., Snow, C.C., Organizational Strategy, Structure, and Process, The Academy of Management Review, 1978. Doi:10.2307/257544.
30)    Petersen, M.A., Estimating standard errors in finance panel data sets, comparing approaches. Rev. Financ. Stud, 2009, 22 (1), P. 435-480.
31)    Rajagopalan, N., Strategic orientations, incentive plan adoptions, and firm performance: evidence from electric utility firms. Journal of Strategic Management,1998, 18(10), P. 761-785.
32)    Rhodes, K.M., Robinson, D.T., Viswanathan, S., Valuation waves and merger activity, the empirical evidence. J. Financ. Econ, 2005, 77 (3), P. 561-603.
33)    Riasi, A., & Pourmiri, S., Effects of online marketing on Iranian ecotourism industry: Economic, sociological and cultural aspects. Management Science Letters, 2015, 5(10), P. 915-926.
34)    Riasi, A., & Amiri Aghdaie, S. F, Effects of a Hypothetical Iranian Accession to the World Trade Organization on Iran's Flower Industry, Journal of Sustainable Development, 2013, 10(1), P. 99-110.
35)    Singh, P., Agarwal, N.C., The effects of firm strategy on the level and structure of executive compensation. Can. J. Admin. 2009, Sci. 19(1), P. 42-56.
36)    Skinner, D.J., Sloan, R.G., Earnings surprises, growth expectations, and stock returns or don’t let an earnings torpedo sink your portfolio, Rev.Account. Stud, 2002, 7 (2–3), P. 289-312.
37)    Wintoki M., Linck J., Netter J. Endogeneity and the dynamics of internal corporate governance. Journal of Financial Economics, 2012, P. 581-606.