Moderating effect of managerial ability in the relationship between Corporate governance features and financial distress likelihood: (PLS Approach)

محورهای موضوعی : Financial Economics

Elham Eghbali ¹ , Ali Asghar Anvary Rostamy ² , Farhad Hanifi ³

1 - Department of Financial Management, Central Tehran Branch, Islamic Azad University, Tehran, Iran
2 - Department of Planning & Management, Faculty of management & Economics, Tarbiat Modares University, Tehran, Iran
3 - Department of Financial Management, Central Tehran Branch, Islamic Azad University, Tehran, Iran

تاریخ دریافت : 1400/03/05 تاریخ پذیرش : 1400/07/02 تاریخ انتشار : 1401/04/10

کلید واژه: Audit Features, PLS Approach, Ownership Structure, Financial Distress, managerial ability,

چکیده مقاله :

The purpose of this research is to examine the effect of ownership structure and audit features on the financial distress likelihood by considering the moderating effect of managerial ability. This study utilized partial least squares structural equations modeling (PLS-SEM) analysis and data from 107 firms listed in the Tehran Stock Exchange. Audit features measured by auditor size and audit opinion and ownership structure measured by the block-holder ownership and institutional ownership. Backward logit analysis was used to calculate the financial distress likelihood. DEA technique and Tobit regression were used to measure the managerial ability. The results of the study show that audit features have a positive effect on the likelihood of financial distress. Moreover, the effect of ownership structure on the financial distress likelihood and the moderating effect of manage-rial ability were not confirmed. This paper offers evidence on the extent to which distress is associated with corporate governance and managerial ability from a developing country. The paper should be of interest to the regulatory bodies and practitioners because in many developing countries the implementation of corporate governance mechanisms is voluntary and is not yet required.

منابع و مأخذ:

[1] Abdullah, S. N., Board structure and ownership in Malaysia: The case of distressed listed companies, Corporate Governance, 2006, 6(5), P. 582–594. Doi:10.1108/14720700610706072

[2] Ajili, H., Bouri, A., Corporate governance quality of Islamic banks : measurement and e ffect on financial performance, Journal of Islamic and Middle Eastern Finance and Management, 2018, 11(3), P. 470–487. Doi:10.1108/IMEFM-05-2017-0131

[3] Akbar, A., The role of corporate governance mechanism in optimizing firm performance : a conceptual model for corporate sector of pakistan,  Asian Economic and Social Society, 2015, 5(6), P.109–115.Doi: 10.18488/journal.1006/2015.5.6/1006.6.109.115

[4] Aliahmadi, S., Jamshidi, A., Mousavi, R., The Managerial Ability and Value of Cash : Evidence from Iran,  Advances in Mathematical Finance and Applications, 2016, 1(1), P.19–31. Doi:10.22034/amfa.2016.526241

[5] Altman, E. I., Financial ratio, discriminant analysis and the prediction of corporate bankruptcy, The Journal of Finance, 1968, 23(4), P.589–609.

[6] Altman, E. I., Hotchkiss, E., Corporate Financial Distress and Bankruptcy (Third Edit), New Jersey: John Wiley and Sons, 2007, Doi: 10.1002/9781118267806

[7] Azim, M. I., Corporate governance mechanisms and their impact on companyperformance: A structural equation model analysis, Australian Journal of Management, 2012, 37(3), P. 481–505.Doi:10.1177/0312896212451032

[8] Bachiller, P., Garcia-Lacalle, J., Corporate governance in spanish savings banks. its relationship with financial and social performance, Management Decision, 2018, 56(4), P. 1–43. Doi:10.1108/MD-01-2017-0079

[9] Balcaen, S., Ooghe, H., 35 years of studies on business failure: an Overview of the Classic Statistical Methodologies and their related problems, Vlerick Leuven Gent Working Paper, 2004.

[10] Barr, R. S., Siems, T. F., Bank Failure Prediction Using DEA to Measure Management Quality,  Interfaces in Computer Science and Operations Research, 1996, 7, P.341–365.

[11] Bauwhede, H., Willekens, M., Evidence on (the lack of) audit - quality. Differentiation in the private client segment of the Belgian Audit Market,  Europenan Accounting Review, 2004, 13(3), P.501–522. Doi: 10.1080/0963818042000237106

[12] Ben, S., Boulila, N., Ownership structure and financial performance in Islamic banks, International Journal of Islamic and Middle Eastern Finance and Management, 2014, 7(2), P. 146–160.

[13] Bennett, J. A., Sias, R. W., & Starks, L. T., Greener pastures and the impact of dynamic institutional preferences, The Review of Financial Studies, 2003, 16(4), P. 1203–1238. Doi: 10.1093/rfs/hhg040

[14] Bravo, F., Moreno, E., Does compliance with corporate governance codes help to mitigate financial distress?, Research in International Business and Finance, 2021, 55. Doi: 10.1016/j.ribaf.2020.101344

[15] Chen, S. S., Lin, C. Y., Managerial ability and acquirer returns, Quarterly Review of Economics and Finance, 2018, 68, P. 171–182. Doi:10.1016/j.qref.2017.09.004

[16] Citron, D., Taffler, R., The audit report under going concern uncertainties: An emprical analysis, Accounting and Bussiness Research, 1992, 22(88), P. 337–345.

[17] Claessens, S., Djankov, S., Fan, J. P., Lang, L. H., Disentangling the incentive and entrenchment effects of large shareholdings, The Journal of Finance, 2002, 57(6), P. 2741–2771. Doi: 10.1111/1540-6261.00511

[18] Collins, J. D., Holcomb, T. R., Certo, S. T., Hitt, M. A., Lester, R. H., Learning by doing : Cross-border mergers and acquisitions, Journal of Business Research, 2009, 62(12), P. 1329–1334.Doi:10.1016/j.jbusres.2008.11.005

[19] Danilov, K., Corporate bankruptcy: Assessment, analysis and prediction of financial distress, insolvency, and failure, University of Massachusetts, 2014.

[20] David, P., Kochhar, R., Barriers to effective corporate governance by institutional investors: implications for theory and practice, Europian Management Journal, 1996, 14(5), P. 457–466.

[21] Demerjian, P. R., Lev, B., Lewis, M. F., McVay, S. E., Managerial ability and earnings quality, Accounting Review, 2013, 88(2), P. 463–498. Doi: 10.2308/accr-50318

[22] Demerjian, P. R., Lev, B., McVay, S. E., Quantifying Managerial Ability: A New Measure and Validity Tests, Management Science, 2012, 58(7), P. 1229–1248. Doi: 10.2139/ssrn.1266974

[23] Donker, H., Santen, B., Zahir, S., Ownership structure and the likelihood of financial distress in the Netherlands Netherlands, Applied Financial Economics, 2009, 19, P. 1687–1696. Doi:10.1080/09603100802599647

[24] Dye, R., Auditing standards, legal liability and auditor wealth, Journal of Political Economy, 1993, 101, P. 887–914.

[25] Elloumi, F., Gueyie, J., Financial Distress and Corporate Governance : an Empirical Analysis, Corporate Governance, 2001, 1(1), P.15–23. Doi: 10.1108/14720700110389548

[26] Fich, E. M., Slezak, S. L., Can corporate governance save distressed firms from bankruptcy? An empirical analysis, Review of Quantitative Finance and Accounting, 2008, 30(2), P. 225–251. Doi:10.1007/s11156-007-0048-5

[27] Foroghi, D., Sakiani, A., Amiri, H., Managerial ability, investment efficiency and financial reporting quality, Journal of Emprical Research in Accounting, 2016, 6(1), P. 63–90. (in persian)

[28] Hair, Jr, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Partial least squares structural equation modeling, SAGE publication, Inc, 2016.

[29] Hassas Yeganeh, Y., Azinfar, K., Relationship between audit quality and auditor size, Accounting and Auditing Review, 2010, 17(3), P.85–98. (in persian)

[30] Hatane, S. E., Chandra, N., Tarigan, J., Board structures and managerial ownership in identifying the financial distress likelihood, Advances in Economics, 2019, 92, P. 419–434.

[31] Hitt, M. A., Bierman, L., Shimizu, K., Kochar, R., Direct and Moderating Effects of Human Capital on Strategy and Performance in Professional Service Firms : A Resource-Based Perspective, Academy of Management Journal, 2001, 44(1), P. 13–28. Doi:10.5465/3069334

[32] Holcomb, T., Holmes, R. M., Connelly, B., Making the most of what you have: Managerial ability as a sourse of resourse value creation, Stategic Management Journal, 2009, 30(5), P. 457–485. Doi: 10.1002/smj

[33] Hudaib, M., Cooke, T., The Impact of Managing Director Changes and Financial Distress on Audit Qualification and Auditor Switching, Journal of Business and Accounting, 2005, 32(9), P. 1703–1739.Doi: 10.1111/j.0306-686X.2005.00645.x

[34] Janggu, T., Darus, F., Mohamed, M., Sawani, Y., Does good corporate governance lead to better sustainability reporting ? an analysis using structural equation modeling, Social and Behavioral Sciences, 2014, 145, P. 138–145. Doi:10.1016/j.sbspro.2014.06.020

[35] Jensen, M., The moder industry revolution, exit, and the failure of internal control systems, Journal of Finance, 1993, 48, P. 831–880.

[36] Jo Hatch, M., L.Cunliff, A., Organization theory: modern, symbol and postmodern perspectives. OUP Oxford, 2006.

[37] Kargarpour, K., Khodadadi, V., Jorjorzadeh, A., Salehi, A. K., Omeir, A. K., Branch, A., Idiosyncratic Risk and Disclosure of Corporate Social Responsi-bility : Emphasizing the Role of Corporate Governance, Advances in Mathematical Finance and Applications, 2021, 6(1), P. 95–117. Doi:10.22034/amfa.2020.1878505.1293

[38] Khajavi, S., GhadirianArani, M., The Role of Managerial Ability in Financial Distress Prediction, Financial Accounting Researches, 2018, 9(4), P. 83–102. (in persian)

[39] Khodakarimi, P., Piri, P., Predicting financial distress with using combind model of accounting and market data with logestic regression approach, Emprical Studies in Financial Accounting Quarterly, 2017, 14(55), P. 145–168. (in persian)

[40] Khorshidvand, F., Sarlak, A., Examining the Relationship between Corporate Governance and the Corporate Performance Valuation, Advances in Mathematical Finance and Applications, 2017, 2(3), P. 29–39. Doi: 10.22034/amfa.2017.533097

[41] Kor, Y., Experience-Based Top Management Team Competence and Sustained Growth, Organization Sience, 2003, 14(6), P. 615–758. Doi: 10.1287/orsc.14.6.707.24867

[42] La Porta, R., Lopez-de-silanes, F., Shleifer, A., Vishny, R. W., Investor protection and corporate governance, Journal of Financial Economics, 2000, 58(1–2), P. 3–27.  Doi: 10.1016/S0304-405X(00)00065-9

[43] Lakshan, A. M. I., Wijekoon, W. M. H. N., Corporate governance and corporate failure, Procedia Econimics and Finance, 2012, 2, P. 191–198.  Doi: 10.1016/S2212-5671(12)00079-2

[44] Lee, C. C., Wang, C. W., Chiu, W. C., Tien, T. S., Managerial ability and corporate investment opportunity, International Review of Financial Analysis, 2018, 57, P. 65–76.  Doi: 10.1016/j.irfa.2018.02.007

[45] Lee, T. S., Yeh, Y. H., Corporate Governance and Financial Distress: Evidence from Taiwan, Corporate Governance, 2004, 12(3), P. 378–388. Doi: 10.1111/j.1467-8683.2004.00379.x

[46] Leverety, J. T., Grace, M. F., Dupes or incompetents?An examination of managements impact on firm distress, Journal of Risk and Insurance, 2012, 79(3), P. 751–783. Doi: 10.1111/j.1539-6975.2011.01443.x

[47] Li, Z., Crook, J., Andreeva, G., Tang, Y., Predicting the risk of financial distress using corporate governance measures, Pacific-Basin Finance Journal, 2021, 68. Doi: 10.1016/j.pacfin.2020.101334

[48] Liang, D., Tsai, C., Lu, H. R., Chang, L., Combining corporate governance indicators with stacking ensembles for fi nancial distress prediction, Journal of Business Research, 2020, 120, P. 137–146. Doi:10.1016/j.jbusres.2020.07.052

[49] Louis, H., Acquirers abnormal returns, audit firm size and the the small auditor clientele effect, Journal of Accounting and Economics, 2004. Doi: 10.2139/ssrn.483662

[50] Luqman, R., Ul Hasan, M., Tabasum, S., Khakwani, M. S., & Irshad, S., Probability of financial distress and proposed adoption of corporate governance structures : Evidence from Pakistan, Cogent Business and Management, 2018, 5(1), P. 1–14. Doi: 10.1080/23311975.2018.1492869

[51] Manzaneque, M., Merino, E., Priego, A. M., The role of institutional shareholders as owners and directors and the fi nancial distress likelihood : Evidence from a concentrated ownership, European Management Journal, 2016, 34(4), P. 439–451. Doi:10.1016/j.emj.2016.01.007

[52] Manzaneque, M., Priego, A. M., Merino, E., Corporate governance effect on financial distress likelihood : Evidence from Spain, Cómo Citar Este Artículo, 2016, 19(1), P. 111–121.  Doi:10.1016/j.rcsar.2015.04.001

[53] Mariano, S. S. G., Izadi, J., Pratt, M., Can We Predict the Likelihood of Financial Distress in Companies from their Corporate Governance and Borrowing?, International Journal of Accounting & Information Management, 2021, 29(2), P.305–323.

[54] Mehrani, S., Kamyabi, Y., Ghayour, F., Effects of capital market cycle on behavior of prediction patterns of financial distress, Journal of Accounting Knowledge, 2017, 8(2), P. 35–62. (in persian)

[55] Miglani, S., Ahmed, K., Henry, D., Voluntary corporate governance structure and financial distress: Evidence from Australia, Journal of Contemporary Accounting and Economics, 2015, 11(1), P. 18–30. Doi:10.1016/j.jcae.2014.12.005

[56] Musallam, S. R. M., Effects of board characteristics , audit committee and risk management on corporate performance : evidence from Palestinian listed companies, International Journal of Islamic and Middle Eastern Finance and Management, 2020, 13(4), P. 691–706. Doi: 10.1108/IMEFM-12-2017-0347

[57] Naheed, R., Naheed, R., Jawad, M., Naz, M., & Sarwar, B., Managerial ability and investment decisions : Evidence from Chinese market, Managerial and Decision Economics, 2021, 42(4), P. 985–997. Doi:10.1002/mde.3287

[58] Naveed, F., Khurshid, M. K., Corporate governance mechanism and the ratings of Islamic and conventional mutual funds : Evidence from Pakistan mechanism, Journal of Islamic and Middle Eastern Finance and Management, 2020, 13(5), P. 769–786. Doi: 10.1108/IMEFM-08-2018-0257

[59] Newton, G. W., Bankruptcy and insolvency accounting: practice and procedure (Seven Edit), 2009.

[60] Nuthall, P., Modelling the origins of managerial ability in agricultural production, Australian Journal of Agricultural and Resource Economics, 2009, 53(3), P. 413–436. Doi:10.1111/j.1467-8489.2009.00459.x

[61] Ohlson, J. A., Financial Ratios and the Probabilistic Prediction of Bankruptcy, Journal of Accounting Research, 1980, 18(1), P. 109–131. Doi: 10.2307/2490395

[62] Opler, T. C., Titman, S., Financial Distress and Corporate Performance, The Journal of Finance, 1994, 9(3), P. 1015–1040

[63] Osmani, M. G., Javid, D., Rahimi, S., Investigating the inhibitory effect of Corporate Governance Mechanisms on the Financial distress of Companies Listed in Tehran Stock Exchange, Accounting and Auditing Research, 2011, 12(3), P. 1-19.

[64] Pindado, J., Rodrigues, L., de la Torre, C., Estimating financial distress likelihood, Journal of Business Research, 2008, 61(9), P. 995–1003. Doi: 10.1016/j.jbusres.2007.10.006

[65] Rajablu, M., Corporate governance : a conscious approach for Asia and emerging economies, International Journal of Law and Management, 2016, 53(3), P. 317–336. Doi:10.1108/IJLMA-04-2015-0017

[66] Ravanshad, M. R., Amiri, A., Salari, H., & Khodadadi, D., Application of the Two-Stage DEA Model for Evaluating the Efficiency and Investigating the Relationship between Managerial Ability and Firm Performance, Advances in Mathematical Finance and Applications, 2020, 5(2), P. 229–245. Doi:10.22034/amfa.2019.582206.1160

[67] Salehi, M., Shiri, M. M., Hosseini, S. Z., The relationship between managerial ability , earnings management and internal control quality on audit fees in Iran, Internal Control Quality, 2020, 69(4), P. 685–703. Doi: 10.1108/IJPPM-07-2018-0261

[68] Sánchez, C. P., Monelos, P. de L., López, M. R., A parsimonious model to forecast financial distress, based on audit evidence, Contaduría y Administración, 2013, 58(4), P. 151–173. Doi:10.1016/S0186-1042(13)71237-3

[69] Sepasi, S., Kazempour, M., Shabani, M., Product Market Competition and Its Effect on Three Important Criteria in Decision Making, Agency Cost, Capital Structure and the Cost of Capital, Journal of Research in Accounting and Audiiting, 2017, 7(1), P. 67–82. (in persian)

[70] Shahwan, T. M., The effects of corporate governance on financial performance and financial distress: evidence from Egypt, Corporate Governance (Bingley), 2015, 15(5). Doi:10.1108/CG-11-2014-0140

[71] Shahwan, T. M., Habib, A. M., Does the efficiency of corporate governance and intellectual capital affect a firm ’ s financial distress ? Evidence from Egypt, Journal of Intellectual Capital, 2021, 21(3), P. 403–430. Doi:10.1108/JIC-06-2019-0143

[72] Sikka, P., Financial Crisis and the Silence of the Auditor, Accounting, Organization and Society, 2009, 34(6–7), P. 868–873. Doi: 10.1016/j.aos.2009.01.004

[73] Sirmon, D. G., Hitt, M. A., Ireland, R. D., Texas, A., Managing firm resources in dynamic environments to create value : looking inside the black box, Academy of Management Review, 2007, 32(1), P. 273–292. Doi: 10.5465/amr.2007.23466005

[74] Spreitzer, G., McCall, M., JD, M., Eearly identification of international executive potential, Journal of Applied Psychology, 1997, 82(1), P. 6–29.

[75] Taghavi, M., & Poorali, M., Investigation and analysis of financial ratios in identifying different levels of financial health of Iranian manufacturing companies, Journal of Financial Studies, 2010, 8(3), P. 33–51. (in persian)

[76] Talebnia, G., Jahanshad, A., Pourzamani, Z., Efficiency evaluation of financial variables and economics variables in financial distress prediction models in Tehran Stock Exchange, Accounting and Auditing Review, 2009, 16(2), P. 67-84. (in persian)

[77] Tinoco, M. H., Wilson, N., Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables, International Review of Financial Analysis, 2013, 30, P. 394–419. Doi:10.1016/j.irfa.2013.02.013

[78] Udin, S., Khan, M. A., Javad, A. Y., The Effects of Ownership Structure on likelihood of Financial Distress : An Empirical Evidence, Corporate Governance, 2017, 17, P. 589–612. Doi:10.1108/CG-03-2016-0067

[79] Wang, Z., Deng, X., Corporate Governance and Financial Distress : Evidence from Chinese Listed Companies, The Chinese Economy, 2006, 39(5), P. 5–27. Doi:10.2753/CES1097-1475390501

[80] Warren, C., Uniformity of auditing standards: a replication, Journal of Account Research, 1980, 18(1), P. 312–324. Doi: 10.2307/2490406

[81] Younas, N., Uddin, S., Awan, T., Khan, M. Y., Corporate governance and fi nancial distress : Asian emerging market perspective, Corporate Governance, 2021, 21(4), P. 702–715. Doi:10.1108/CG-04-2020-0119

[82] Zemijewski, M., Methodological Issues Related to the Estimation of Financial Distress Prediction Models, Journal of Accounting Research, 1984, 22, P. 59–82. Doi: 10.2307/2490859