Presenting a model for the effective factors on the stock price crash risk

Document Type : Research Paper

Authors

1 Department of Accounting, Urmia Branch, Islamic Azad University, Urmia, Iran

2 Department of Accounting, Tabriz Branch, Islamic Azad University, Tabriz, Iran

Abstract

In order to explain the stock price crash risk as a proxy to measure asymmetry in risk, despite its importance in portfolio analysis and capital assets pricing, no model has been designed. At the same time, it is very vital and necessary to identify the effective factors on the stock price crash risk in the Tehran Stock Exchange, which is a nascent, inefficient and developing market; because this risk is an inhibiting factor in attracting financial resources in the capital market. Therefore, in the present research, a model has been presented for the effective factors on the stock price crash risk.  In this research, in order to identify the effective factors on the stock price crash risk, the data of 127 listed companies during the period of 2010 to 2020 was used and for their analysis, the partial least squares structural equation modelling method was used in PLS 3 software. It is necessary to explain in relation to the structural equation model, data and research variables (except for dummy variables) have been entered into the model in decimal form. The effective factors include specific characteristics of the company such as growth opportunity, agency cost, size, performance and risk of the company, corporate governance including the subcategories of governance quality and audit quality, quality of accounting information, capital market situation, economic situation and political relations, and the two criteria contain the negative skewness of the stock return and the fluctuation of the company's weekly return has been used to measure the stock price crash risk. The findings of the research indicate that the effect of growth opportunity, size, company performance, audit quality, capital market situation and economic situation on various criteria of the stock price crash risk is negative and significant and the effect of agency cost on various criteria of the stock price crash risk has been positive and significant. Meanwhile, the stock price crash risk was independent of the company's risk, governance quality, and accounting information quality. However, the results related to the effect of political relations on various indicators of the stock price crash risk have been contradictory.

Keywords

[1] M. Abzari, S. Samadi, and H. Timuri, Investigating factors affecting the risk and return of investment in financial products, Financ. Account. Res. 55 (2016), no. 54, 123–152.
[2] A. Ahmad, Investor protection, firm fundamentals information and stock price synchronicity, Ph.D. thesis, A Thesis Submitted in Partial Fulfillment of the Requirements for the Degree of Doctor of Philosophy in Accounting at Massey University, Albany, New Zealand, 2013.
[3] M.R. Ahmadi and S. Dorseh, Impact of corporate governance measures on stock price crashes of listed companies in tehran stock exchange, J. Financ. Account. Res. 8 (2016), no. 3, 19–42.
[4] A. Ahmadpor, M. Zare Behanmiri, and R. Rostami, Investigating the impacts of company characteristics on of companies listed on the Tehran Stock Exchange, Stock Exch. Quart. 7 (2014), no. 28, 29–45.
[5] M.O. Akhgar and A. Karami, Firm characteristics and financial reporting quality of quoted listed companies in Tehran Stock Exchange, J. Iran. Account. Rev. 1 (2014), no. 4, 1–22.
[6] L. Sadr Al-Sadat, S. Sotoudehnia, and A. Amiri, Investigating the relationship between profit smoothing and the stock price crash risk in companies listed on the Tehran Stock Exchange, New Res. Approach. Manag. Account. 26 (2016), 207–230.
[7] Z. An, D. Li, and J. Yu, Firm crash risk, information environment and speed of leverage adjustment, J. Corp. Finance 31 (2015), 132–151.
[8] P.C. Andreou, C. Antoniou, J. Horton, and C. Loca, Corporate governance and firm-specific stock price crashes, Eur. Financ. Manag. 22 (2016), 916–956.
[9] P.C. Andreu, N. Lambertides, and M. Magidou, Stock price crash risk: A critique of the agency theory viewpoint, SSRN Electronic J. 63 (2021), no. 5, 24–37.
[10] E. Bemmelich and E. Kandel, Stock based compensation and CEO (dis) incentives, CEPR Discussion Paper (2009), no. DP6515.
[11] M. Beneish, Insider trading, earning quality and accrual mispricing, Account. Rev. 77 (1997), no. 4, 755–791.
[12] Y. Bian, D. Lemoine, T.G. Yeung, N. Bostel, and V. Hovelaque, A dynamic lot-sizing-based profit maximization discounted cash flow model considering working capital requirement financing cost with infinite production capacity, Int. J. Prod. Econ. 196 (2018), 319–332.
[13] S. Boubaker, H. Mansali, and H. Rjiba, Large controlling shareholders and stock price synchronicity, J. Bank. Finance 40 (2014), 80–96.
[14] H. Campbell, J. Szilagyl, and J.Y. Hilscher, Search of distress risk, J. Finance 63 (2008), 2899–2939.
[15] P. Carey and R. Simnett, Audit partner tenure and audit quality, Account. Rev. 81 (2006), no. 3, 653–676.
[16] C. Chang and J.B. Kim, Smoothing: does it exacerbate or constrain stock price crash risk?, J. Corp. Finance 42 (2017), 36–54.
[17] X. Chang, Y. Chen, and L. Zolotoy, Stock liquidity and stock price crash risk, J. Financ. Quant. Anal. 52 (2017), no. 4, 1605–1637.
[18] W.W. Chin, The partial least squares approach to structural equation modeling, Mod. Meth. Bus. Res. 295 (1998), no. 2, 295–336.
[19] A. Chogan and M. Imamqalipour, A primer on partial least squares structural equation modeling (PLS-SEM), Mod. Meth. Bus. Res. 75 (2017), no. 12, 1125–1148.
[20] A.A. Christie, The stochastic behavior of common stock variances: Value, leverage and interest rate effects, J. Financ. Econ. 10 (1982), no. 4, 407–432.
[21] J.L. Cullen and X. Fang, Institutional investor stability and crash risk: Monitoring versus short-termism?, J. Bank. Finance 37 (2013), no. 8, 3047–3063.
[22] D. Demouri and A. Basad, Investigating the relationship between company life cycle and capital structure in tehran stock exchange, Account. Audit Res. 36 (2016), 81–96.
[23] P.J. Dennis and D. Strickland, Who blinks in volatile markets, individuals or institutions?, J. Finance 57 (2002), no. 5, 1923–1949.
[24] Z. Diyanati Dilmi, M. Lotfi, and K. Azadbakhsh, The effect of working capital management based on ”Gitman” cash conversion cycle on reducing the stock price crash risk, Econ. Lett. 1 (2011), no. 4, 55–64.
[25] T.D. Dowdell, Analyst forecasts and company life-cycle stages, an exploratory analysis, J. Theor. Account. Res. 5 (2010), no. 2, 37–58.
[26] M. Ertugrul, J. Lei, J. Qiu, and C. Wan, Annual report readability, tone ambiguity and the cost of borrowing, J. Financ. Quant. Anal. 52 (2017), no. 2, 811–836.
[27] A. Eshairi, Investigating the relationship between the uncertainty of economic policy and the stock price crash risk, New Res. Approach. Manag. Account. 77 (2022), no. 4, 115–143.
[28] H. Fakhari and M. Nasiry, Effect of corporate performance on the future stock price crash risk, J. Financ. Manag. Strategy 8 (2020), no. 30, 254–268.
[29] D. Foroughi, H. Amiri, and M. Mirzae, The impact of opacity in financial reporting on the future stock price crash risk of listed companies in Tehran Stock Exchange, Financ. Account. Res. 3 (2012), no. 4, 15–40.
[30] J. Francis, D. Nanda, and P. Olsoon, Voluntary disclosure, earnings quality, and cost of capital, J. Account. Res. 46 (2008), no. 1, 53–99.
[31] A. Habib, H. Jiang, and D. Zhou, Related-party transactions and stock price crash risk: Evidence from China, Int. J. Account. 56 (2021), no. 4, 215–220.
[32] J.F. Hair, G.T.M. Hult, C.M. Ringle, and M. Sarstedt, Investigating the impact of the comparability of financial statements on the stock price crash risk of companies listed on the Tehran Stock Exchange, Int. J. Critic. Anal. Manag. 36 (2017), no. 4, 86–103.
[33] Z. Hajiha and M. Shaker, The effect of earnings variability and earnings opacity on stock price crash risk, Financ. Account. 7 (2015), no. 25, 89–108.
[34] L. Hamers, A. Renders, and P. Vorst, Firm life cycle and stock price crash risk, Available at SSRN 2711170, 2016.
[35] T. Hashemi, S. Esfahani, and S. Soltanpanah, Investigating the effect of financial distress on tax avoidance during the global financial crisis in companies listed on Tehran Stock Exchange, Int. J. Finance Manag. Account. 3 (2018), no. 9, 41–51.
[36] G. He, The effect of CEO inside debt holdings on financial reporting quality, Rev. Account. Stud. 20 (2015), 501–536.
[37] F. Heidarpoor, H. Rajabdorri, and A. Khalifsharifi, The relationship between companie’s life cycle and the stock price crash risk, J. Account. Soc. Interests 6 (2016), no. 4, 1–22.
[38] K. Hou and T.J. Moskowitz, Market frictions, price delay, and the cross-section of expected returns, Rev. Financ. Stud. 18 (2005), no. 3, 981–1020.
[39] A.P. Hutton, A.J. Marcus, and H. Tehranian, Opaque financial reports, r2 and crash risk, J. Financ. Econ. 94 (2009), no. 1, 67–86.
[40] C. Jackson, Multi-state models for panel data: The msm package for R, J. Statist. Software 38 (2011), 1–28.
[41] M.C. Jensen, Agency costs of free cash flow, corporate finance and takeovers, Amer. Econ. Rev. 76 (1986), no. 2,323 329.
[42] Y. Jiao, Corporate disclosure, market valuation, and firm performance, Financ. Manag. 40 (2011), no. 3, 647–676.
[43] I. Jones, R and D-based models of economic growth, J. Politic. Econ. 103 (1995), no. 4, 759–784.
[44] M.J. Tasaddikari K. Azadi, H. Azizmohammadlo and H. Khedmatgozar, The readability effect of financial statements on stock price risk and shareholder behavior, Financ. Account. Knowledge 8 (2021), no. 28, 121–144.
[45] A. Kayhan and S. Titman, Firms histories and their capital structures, J. Financ. Econ. 83 (2007), no. 1, 1–32.
[46] S. Khajavi and A. Zare, The effect of audit quality on stock crash risk in Tehran Stock Exchange, Int. J. Econ. Financ. 6 (2016), no. 1, 20–25.
[47] B. Khani and A. Mohammadipour, Investigating the relationship between economic risks and the stock price crash risk in Tehran Stock Exchange, New Res. Approach. Manag. Account. 12 (2014), no. 5, 121–138.
[48] J. Kim, Y. Li, and L. Zhang, Corporate tax avoidance and stock price crash risk: firm-level analysis, J. Financ. Econ. 100 (2016), 639–662.
[49] J.B. Kim, Y. Li, and L. Zhang, CFOs versus CEOs: Equity incentives and crashes, J. Financ. Econ. 101 (2011), no. 3, 713–730.
[50] J.B. Kim and L. Yao, Earnings smoothing: Does it exacerbate stock price crash risk?, J. Corp. Finance 48 (2017), 45–54.
[51] G. Kordestani and Z. Khatami, The relationship quality of accounting information and accounting conservative with stock prices crash risk, Financ. Account. Knowledge 3 (2016), no. 2, 109–129.
[52] R. Kormendi and R. Lipe, Earnings innovations, earnings persistence, and stock returns, J. Bus. 7 (1987), no. 12, 323–345.
[53] S.P. Kothari, S. Shu, and P.D. Wysocki, Do managers withhold bad news?, J. Account. Res. 47 (2009), no. 1, 241–276.
[54] E. Lee, Y. Liu, and Ch. Zeng, Corporate debt maturity and stock price crash risk, Eur. Financ. Manag. 24 (2018), no. 3, 451–484.
[55] X. Lee, C. Chang, and X. Wang, Trust crash risk management: An evidence from China, J. Bank. Finance 36 (2018), 65–81.
[56] S. Leo, Understanding earnings quality: a review of the proxies, their determinants and their consequences, J. Account. Econ. 50 (2010), no. 2, 344–401.
[57] Y. Li, L. Zhang, and J.B. Kim, CEOs versus CFOs: Equity incentives and crashes, J. Financ. Econ. 91 (2012), no. 5, 746–760.
[58] J. H. Luo, M. Gong, Y. Lin, and Q. Fang, Political connections and stock price crash risk: Evidence from china, Econ. Lett. 147 (2016), 90–92.
[59] M. Mahdi, Z. Tazefi, and S. M. Mirlohi, Presenting a model to explain stock price crash risk with the mediating role of agency cost, Account. Adv. 12 (2019), no. 2, 263–292.
[60] M. Mahmoudi-Minaei and S.H. Seyyedi, The moderating role of the auditor’s report on the relationship between the effectiveness of the audit committee and the stock price crash risk, Contemp. Res. Manag. Account. Sci. 7 (2020), 23–41.
[61] A. J. Marcus, H. Tehranian, and A. P. Hutton, Opaque financial reports and crash risk management, J. Financ. Econ. 74 (2010), no. 3, 47–66.
[62] J. Moradi, H. Valipour, and M. Qalami, The effect of accounting conservatism on reducing the stock price crash risk, Manag. Account. 4 (2010), no. 11, 93–106.
[63] L. Oz, D. Dhaliwal, and Z. Oliver, Corporate social responsibility disclosure and the cost of equity capital: The roles of stakeholder orientation and financial transparency, J. Account. Public Policy 33 (2014), no. 4, 328–355.
[64] A. Pikani, Impact of accounting information for management decision making, J. Corp. Finance 66 (2013), no. 14,128 154.
[65] O. Pourheidari, A. Sarostani, and R. Houshmand, The effects of product market competitiveness on agency fees, Financ. Knowledge Secur. Anal. 5 (2011), no. 4, 13–28.
[66] L. P´astor and P. Veronesi, ˇ Political uncertainty and risk premia, J. Financ. Econ. 110 (2013), no. 3, 520–546.
[67] R. Ghaznavi Qasuni, M. Ahangari, S.H. Waqfi, and M. Ghaznavi, Investigating the relationship between earnings management and the amount of tax avoidance with the stock price crash risk, considering the role of the CEO’s power, New Res. Approach. Manag. Account. 2 (2017), no. 5, 111–134.
[68] H. Rahmani-Nujedeh, E. Rashbari-Dibavar, and N. Parvizlou, The relationship between external financing activities, profit smoothing and the stock price crash risk, Account. Manag. Perspect. 4 (2021), no. 39, 146–159.
[69] S. Rahmati and S. Ahadi-Sarkani, Investigating the uncertainty of economic policy on the stock price crash risk in companies listed on the Tehran Stock Exchange, Stud. Econ. Financ. Manag. Account. 7 (2021), no. 1, 350–365.
[70] C.D. Ravio, Stock characteristics, investor type, and market myopia, J. Behav. Finance 17 (1990), no. 2, 183–199.
[71] M. Sadeghi, H. Panahian, M. Safarigeryli, M. Arabzadeh, and R. Saedi, Proposing a mathematical model to measure corporate governance and its consequences on the companies’ stock crash risk, Financ. Knowledge Secur. Anal. 14 (2022), no. 52, 105–124.
[72] A. Shafie and M. Dastgir, The effect of asset growth on future stock price crash risk given the moderating role conservatism and agency problem, Financ. Manag. Strategy 10 (2020), no. 1, 75–90.
[73] C.H. Shen and C.Y. Lin, Political connections, financial constraints and corporate investment, Rev. Quant. Finance Account. 47 (2016), 343–368.
[74] K. Soltani, S. Ahmad, M. Rahnama, and F. Keymasi, Impacts of political connections on stock price crash risk under information asymmetry conditions, J. Account. Knowledge 9 (2019), no. 4, 37–69.
[75] G. Talebnia and H. Rajabdorri, Effect of the audit committee on the stock prices crash risk: Looking at the ethical voluntary disclosure, J. Financ. Account. Res. 10 (2018), no. 1, 95–110.
[76] E. Mahmoodzadeh Tilmi and S. H. Nesl-Mousavi, Investigating the relationship between political connections and the stock price crash risk in companies listed on the tehran stock exchange, Account. Audit. Rev. 26 (2016), no. 7, 54–73.
[77] S.S. Wang, Trust and stock price crash risk: Evidence from China, J. Bank. Finance 76 (2018), 70–89.
[78] R.L. Watts and J.L. Zimmerman, Positive accounting theory: A ten year perspective, Account. Rev. 77 (1990), no. 4, 131–156.
[79] L. Yang, Y. Zhang, and S. Wang, Digital financial inclusion and sustainable growth of small and micro enterprises evidence based on china’s new third board market listed companies, Account. Rev. 12 (2020), no. 9, 33–48.
[80] L. Yao, C. Chen, and J.B. Kim, Earnings: Stock price crash risk management?, J. Corp. Finance 100 (2018), no. 3, 125–136.
[81] H. Yeganeh, H. Azarnivand, I. Saleh, H. Arzani, and H. Amirnejad, Estimation of economic value of the gas regulation function in rangeland ecosystems of Taham watershed basin, Account. Adv. 9 (2015), no. 2, 106–119.
[82] W.H. Yeung and C. Lento, Ownership structure, audit quality, board structure, and stock price crash risk: Evidence from China, Glob. Finance J. 37 (2018), 1–24.
[83] W. Zhu, Accruals and price crashes, Rev. Account. Stud. 21 (2016), 349–399.
Volume 14, Issue 4
April 2023
Pages 221-246
  • Receive Date: 14 October 2022
  • Revise Date: 03 January 2023
  • Accept Date: 22 January 2023