Publication:
The impact of SME’s pre-bankruptcy financial distress on earnings management tools

Loading...
Thumbnail Image
Full text at PDC
Publication Date
2015-12
Advisors (or tutors)
Editors
Journal Title
Journal ISSN
Volume Title
Publisher
JAI Press
Citations
Google Scholar
Research Projects
Organizational Units
Journal Issue
Abstract
Previous literature finds that situations that put managers under significant levels of pressure (e.g. IPO, upcoming credit rating changes, violation of debt covenant, etc.) might affect the way earnings are manipulated. The aim of this study is to investigate whether the pressure caused by the non-temporary level of financial distress, conditions the choice between real activity and discretionary accrual manipulation. Using a selection of financial distress indexes and pre-bankruptcy data of a sample of bankrupt small companies operating in a code law country, our findings show that, on average, firms with higher levels of financial distress show more extensive signs of upward earnings management through real transaction manipulation rather than accruals and vice versa. Accordingly, real activity earnings management is preferred over accruals when managers are under significant levels of ‘pressure’ such as being close to face a bankruptcy procedure, despite its implications for the firm in the long term.
Description
Keywords
Citation
Achleitner, A. K., Guenther, N., Kaserer, C., & Siciliano, G. (2014). Real earnings management and accrual-based earnings management in family firms. The European Accounting Review, 23(3), 431–461, http://dx.doi.org/10.1080/09638180.2014.895620. Adu-Boateng, D. (2011). A theoretical construct for explaining the impact of financial distress on unethical earnings management decisions. Journal of American Academy of Business, 16(2), 89–95. Alhadab, M., Clacher, I., & Keasey, K. (2013a). Real and accruals earnings management around initial public offering under different regulatory environments. Working paper, http://dx.doi.org/10.2139/ssrn.2186502 (Accessed 8 June 2015). Alhadab, M., Clacher, I., & Keasey, K. (2013b). Real and accrual earnings management and IPO failure risk. Working paper, http://dx.doi.org/10.2139/ssrn.2225411 (Accessed 16 June 2015). Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance, 23(4), 589–609, http://dx.doi.org/ Altman, E. I. (1993). N (2nd ed.). New York: John Wiley and Sons. Altman, E. I. (2000). Predicting financial distress of companies: revisiting the Z-score and ZETA models. New York University: Stern School of Business (http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.25.1884&rep=rep1&type=pdf Accessed 22May 2015). Arnedo, L., Lizarraga, F., & Sánchez, S. (2007). Does public/private status affect the level of earnings management in code-law contexts outside the United States? A study based on the Spanish case. The International Journal of Accounting, 42(3), 305–328, http://dx.doi.org/10.1016/j.intacc.2007.06.004. Arnedo, L., Lizarraga, F., & Sánchez, S. (2008). Going‐concern uncertainties in Pre‐bankrupt audit reports: New evidence regarding discretionary accruals and wording ambiguity. International Journal of Auditing, 12(1), 25–44, http://dx.doi.org/10.1111/j.1099-1123.2008.00368.x. Arnedo, L., Lizarraga, F., & Sanchez, S. (2009). Are Spanish auditors effective in transmitting manipulation practices? An analysis of the ambiguity implicit in modified reports. International Journal of Accounting, Auditing and Performance Evaluation, 5(3), 229–251, http://dx.doi.org/10.1504/IJAAPE.2009.026627. Baber,W. R., Fairfield, P. M., & Haggard, J. A. (1991). The effect of concern about reported income on discretionary spending decisions: The case of research and development. The Accounting Review, 66(4), 818–829. Badertscher, B. A. (2011). Overvaluation and the choice of alternative earnings management mechanisms. The Accounting Review, 86(5), 1491–1518, http://dx.doi.org/10. 2308/accr-10092. Balcaen, S., & Ooghe, H. (2006). 35 years of studies on business failure: an overviewof the classic statistical methodologies and their related problems. The British Accounting Review, 38(1), 63–93, http://dx.doi.org/10.1016/j.bar.2005.09.001. Ball, R., & Shivakumar, L. (2005). Earnings quality in UK private firms: Comparative loss recognition timeliness. Journal of Accounting and Economics, 39(1), 83–128, http://dx.doi.org/10.1016/j.jacceco.2004.04.001. Bartov, E. (1993). The timing of asset sales and earnings manipulation. The Accounting Review, 68(4), 840–855. Beaver, W. H. (1966). Financial ratios as predictors of failure. Journal of Accounting Research, 4, 71–111, http://dx.doi.org/10.2307/2490171. Beneish, M. D. (1997). Detecting GAAP violation: implication for assessing earnings management among firms with extreme financial performance. Journal of Accounting and Public Policy, 16(3), 271–309, http://dx.doi.org/10.1016/S0278-4254(97)00023-9. Bernard, V., & Skinner, D. J. (1996). What motivates managers’ choice of discretionary accruals? Journal of Accounting and Economics, 22(1-3), 313–325, http://dx.doi.org/10.1016/S0165-4101(96)00431-4. Bhojraj, S., Hribar, P., Picconi, M., & McInnis, J. (2009). Making sense of cents: An examination of firms that marginally miss or beat analyst forecasts. Journal of Finance, 64(5), 2361–2388, http://dx.doi.org/10.1111/j.1540-6261.2009.01503.x. Bhuiyan, M. H. U., & Henry, D. (2013). Real earnings management (REM) and accrual earnings management (AEM) around seasoned equity offerings (SEOs) in Australia and subsequent operating earnings performance. Working paper, http://dx.doi.org/ 10.2139/ssrn.2201973 (Accessed 5 June 2015). Bjurman, A., &Weihagen, E. (2013). How reliable are earnings? A study about real activities manipulation and accrual-based management in Europe. Umea School of Business (http://www.diva-portal.org/smash/get/diva2:630890/FULLTEXT01.pdf Accessed 5 June 2015). Blazy, R. (1999). Modifications de comportement précédant la défaillance d'entreprise: l'impact des cessions d'actifs sur la relation de crédit. Recherches Économiques de Louvain/Louvain Economic Review, 225–275. Burgstahler, D., & Dichev, I. (1997). Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics, 24(1), 99–126, http://dx.doi.org/10.1016/S0165-4101(97)00017-7. Burnett, B. M., Cripe, B. M., Martin, G. W., & McAllister, B. P. (2012). Audit quality and the trade-off between accretive stock repurchases and accrual-based earnings management. The Accounting Review, 87(6), 1861–1884, http://dx.doi.org/10.2308/ accr-50230. Campa, D., & Camacho-Miñano, M. M. (2014). Earnings management among bankrupt non-listed companies: evidence from Spain. The Spanish Review of Accounting and Finance, 43(1), 3–20, http://dx.doi.org/10.1080/02102412.2014.890820. Carcello, J. V., & Neal, T. L. (2000). Audit committee composition and auditor reporting. The Accounting Review, 75(4), 453–467, http://dx.doi.org/10.2308/accr.2000.75.4.453. Carey, P., & Simnett, R. (2006). Audit partner tenure and audit quality. The Accounting Review, 81(3), 653–676, http://dx.doi.org/10.2308/accr.2006.81.3.653. Chamberlain, T., Butt, U. R., & Sarkar, S. (2014). Accrual and real earnings management around debt covenant violation. International Advances in Economic Research, 20(1), 119–120, http://dx.doi.org/10.1007/s11294-013-9422-3. Charitou, A., Lambertides, N., & Trigeorgis, L. (2007a). Earnings behaviour of financially distressed firms: the role of institutional ownership. Abacus, 43(3), 271–296, http://dx.doi.org/10.1111/j.1467-6281.2007.00230.x. Charitou, A., Lambertides, N., & Trigeorgis, L. (2007b). Managerial discretion in distressed firms. The British Accounting Review, 39(4), 323–346, http://dx.doi.org/10.1016/j.bar.2007.08.003. Chen, C. L., Yen, G., & Chang, F. H. (2009). Strategic auditor switch and financial distress prediction–empirical findings from the TSE-listed firms. Applied Financial Economics, 19(1), 59–72, http://dx.doi.org/10.1080/09603100701222259. Cheng, S. (2004). R&D expenditures and CEO compensation. The Accounting Review, 79(2), 305–328, http://dx.doi.org/10.2308/accr.2004.79.2.305. Choi, J. H., Kim, J. B., & Lee, J. J. (2011). Value relevance of discretionary accruals in the Asian financial crisis of 1997–1998. Journal of Accounting and Public Policy, 30(2), 166–187, http://dx.doi.org/10.1016/j.jaccpubpol.2010.09.002. Cohen, D. A., Dey, A., & Lys, T. Z. (2008). Real and accrual-based earnings management in the pre and post-Sarbanes-Oxley periods. The Accounting Review, 83(3), 757–787, http://dx.doi.org/10.2308/accr.2008.83.3.757. Cohen, D., Mashruwala, R., & Zach, T. (2010). The use of advertising activities to meet earnings benchmarks: Evidence from monthly data. Review of Accounting Studies, 15(4), 808–832, http://dx.doi.org/10.1007/s11142-009-9105-8. Cohen, D. A., & Zarowin, P. (2010). Accrual-based and real earnings management activities around seasoned equity offerings. Journal of Accounting and Economics, 50(1), 2–19, http://dx.doi.org/10.1016/j.jacceco.2010.01.002. Davis, E. B., & Ashton, R. H. (2002). Threshold adjustment in judgment and choice: The case of auditors' “substantial doubt” thresholds. Organizational Behavior and Human Decision Process, 89(2), 1082–1099. Dechow, P. M., Ge, W., Larson, C. R., & Sloan, R. G. (2011). Predicting material accounting misstatements. Contemporary Accounting Research, 28(1), 17–82, http://dx.doi.org/10.1111/j.1911-3846.2010.01041.x. Dechow, P. M., & Sloan, R. G. (1991). Executive incentives and the horizon problem: An empirical investigation. Journal of Accounting and Economics, 14(1), 51–89, http://dx.doi.org/10.1016/0167-7187(91)90058-S. Dechow, P., Sloan, R., & Sweeney, A. (1995). Detecting earnings management. The Accounting Review, 70(2), 193–225. DeFond, M. L., & Park, C. (2001). The reversal of abnormal accruals and the market valuation of earnings surprises. The Accounting Review, 76(3), 375–404, http://dx.doi.org/10.2308/accr.2001.76.3.375. Demers, E., &Wang, C. (2010). The impact of CEO career concerns on accruals based and real earnings management. Working paper InSEAD, http://dx.doi.org/10.2139/ssrn. 1562428 (Accessed 16 June 2015). Dewaelheyns, N., & Van Hulle, C. (2008). Legal reform and aggregate small and micro business bankruptcy rates: evidence from the 1997 Belgian bankruptcy code. Small Business Economics, 31(4), 409–424, http://dx.doi.org/10.1007/s11187-007-9060-3. Durnev, A. (2010). The real effects of political uncertainty: Elections and investment sensitivity to stock prices. Working paper, http://dx.doi.org/10.2139/ssrn.1695382 (Accessed 24 June 2015). Eisele, A. (2012). Target Shooting? Benchmark-driven earnings management in Germany. (Doctoral dissertation) (http://verdi.unisg.ch/www/edis.nsf/SysLkpByIdentifier/4009/$FILE/dis4009.pdf Accessed 21 June 2015). Enomoto, M., Kimura, F., & Yamaguchi, T. (2015). Accrual-based and real earnings management: an international comparison for investor protection. Journal of Contemporary Accounting and Economics, http://dx.doi.org/10.2139/ssrn.2066797 (in press, Accessed 24 June 2015). European Commission (2014). A partial and fragile recovery. Annual Report on SMEs 2013/2014. http://ec.europa.eu/enterprise/policies/sme/facts-figures-analysis/performance-review/files/supporting-documents/2014/annual-report-smes-2014_en.pdf (Accessed 24 June 2015) Ewert, R., & Wagenhofer, A. (2005). Economic effects of tightening accounting standards to restrict earnings management. Accounting Review, 80(4), 1101–1124, http://dx.doi.org/10.2308/accr.2005.80.4.1101. Fich, E. M., & Slezak, S. L. (2008). Can corporate governance save distressed firms from bankruptcy? An empirical analysis. Review of Quantitative Finance and Accounting, 30(2), 225–251, http://dx.doi.org/10.1007/s11156-007-0048-5. García Lara, J. M., García Osma, B., & Mora, A. (2005). The effect of earnings management on the asymmetric timeliness of earnings. Journal of Business Finance and Accounting, 32(3‐4), 691–726. García Lara, J. M., García Osma, B., & Neophytou, E. (2009). Earnings quality in ex-post failed firms. Accounting and Business Research, 39(2), 119–138, http://dx.doi.org/10.1080/00014788.2009.9663353. Geertsema, P. G., Lont, D. H., & Lu, H. (2014). Earnings management around CEO turnovers. Working paper, http://dx.doi.org/10.2139/ssrn.2517013 (Accessed 4 June 2015). Geiger, M., & van der Laan Smith, J. (2010). The effect of institutional and cultural factors on the perceptions of earnings management. Journal of International Accounting Research, 9(2), 21–43, http://dx.doi.org/10.2308/jiar.2010.9.2.21. Graham, J. R., Harvey, C. R., & Rajgopal, S. (2005). The economic implications of corporate financial reporting. Journal of Accounting and Economics, 40(1-3), 3–73. Grice, J. S., & Ingram, R. W. (2001). Tests of the generalizability of Altman's bankruptcy prediction model. Journal of Business Research, 54(1), 53–61, http://dx.doi.org/10.1016/S0148-2963(00)00126-0. Guay,W. R., Kothari, S. P., &Watts, R. L. (1996). A market-based evaluation of discretionary accrual models. Journal of Accounting Research, 34, 83–105, http://dx.doi.org/10.2307/2491427. Gunny, K. A. (2010). The relation between earningsmanagement using real activities manipulation and future performance: evidence from meeting earnings benchmarks. Contemporary Accounting Research, 27(3), 855–888, http://dx.doi.org/10.1111/j. 1911-3846.2010.01029.x. Habib, A., Uddin Bhuiyan, B., & Islam, A. (2013). Financial distress, earnings management and market pricing of accruals during the global financial crisis. Managerial Finance, 39(2), 155–180, http://dx.doi.org/10.1108/03074351311294007. Healy, P. (1996). Discussion of a market-based evaluation of discretionary accrualmodels. Journal of Accounting Research, 34, 107–115, http://dx.doi.org/10.2307/2491428. Herrmann, D., Inoue, T., & Thomas,W. B. (2003). The sale of assets to manage earnings in Japan. Journal of Accounting Research, 41(1), 89–108, http://dx.doi.org/10.1111/1475-679X.00097. Hewitt, M., Hodge, F., & Pratt, J. (2014). How the discovery of accruals-based vs. real earnings management affects investment decisions. Working paper, http://dx.doi.org/10.2139/ssrn.2245204 (Accessed 4 June 2015). Iatridis, G., & Kadorinis, G. (2009). Earnings management and firm financial motives: A financial investigation of UK listed firms. International Review of Financial Analysis, 18(4), 164–173, http://dx.doi.org/10.1016/j.irfa.2009.06.001. Ipino, E., & Parbonetti, A. (2011). Mandatory IFRS adoption: the trade-off between accrual and real-based earningsmanagement.Working paper, http://dx.doi.org/10.2139/ssrn.2039711 (Accessed 4 June 2015). Jackson, S. B., & Wilcox, W. E. (2000). Do managers grant sales price reductions to avoid losses and declines in earnings and sales? Quarterly Journal of Business and Economics, 39(4), 3–20. Jaggi, B., & Lee, P. (2002). Earningsmanagement response to debt covenant violations and debt restructuring. Journal of Accounting, Auditing and Finance, 17(4), 295–324, http://dx.doi.org/10.1177/0148558X0201700402. Jiang, F., Zhu, B., & Huang, J. (2013). CEO's financial experience and earnings management. Journal of Multinational Financial Management, 23(3), 134–145, http://dx.doi.org/10.1016/j.mulfin.2013.03.005. Jones, J. (1991). Earnings management during import relief investigations. Journal of Accounting Research, 29(2), 193–228, http://dx.doi.org/10.2307/2491047. Kasznik, R. (1999). On the association between voluntary disclosure and earnings management. Journal of Accounting Research, 37(1), 57–81, http://dx.doi.org/10.2307/2491396. Kennedy, P. (2008). A Guide to Econometrics. Hoboken, NJ: Wiley-Blackwell. Kim, J. B., Chung, R., & Firth, M. (2003). Auditor conservatism, asymmetric monitoring, and earnings management. Contemporary Accounting Research, 20(2), 323–359, http://dx.doi.org/10.1506/J29K-MRUA-0APP-YJ6V. Kim, Y. S., Kim, Y., & Song, K. (2013). Credit rating changes and earnings management. Asia‐Pacific Journal of Financial Studies, 42(1), 109–140, http://dx.doi.org/10.1111/ajfs.12007. Kim, J. B., & Sohn, B. C. (2013). Real earnings management and cost of capital. Journal of Accounting and Public Policy, 32(6), 518–543, http://dx.doi.org/10.1016/j.jaccpubpol.2013.08.002. Kothari, S. P., Leone, A., & Wasley, C. (2005). Performance matched discretionary accrual measures. Journal of Accounting and Economics, 39(1), 163–197, http://dx.doi.org/10.1016/j.jacceco.2004.11.002. Kothari, S. P., Roychowdhury, S., &Mizik, N. (2015).Managing for themoment: the role of real activity versus accruals earnings management in SEO valuation. The Accounting Review, http://dx.doi.org/10.2139/ssrn.1982826 (in press). Krishnan, J., & Krishnan, J. (1997). Litigation risk and auditor resignations. Accounting Review, 72(4), 539–560. Laitinen, E. (2011). Extension of break-even analysis for payment default prediction: evidence from small firms. Investment Management and Financial Innovations, 8(4), 96–108. Lenard, M. J., Petruska, K. A., Alam, P., & Yu, B. (2013). Internal control weaknesses and evidence of real activities manipulation. Working paper, http://dx.doi.org/10.2139/ssrn.2367334 (Accessed 4 June 2015). Leuz, C., Nanda, D., & Wysocki, P. (2003). Earnings management and investor protection: an international comparison. Journal of Financial Economics, 69(3), 505–527, http://dx.doi.org/10.1016/S0304-405X(03)00121-1. Liu, X., Hodgkinson, I. R., & Chuang, F. (2014). Foreign competition, domestic knowledge base and innovation activities: Evidence from Chinese high-tech industries. Research Policy, 43(2), 414–422, http://dx.doi.org/10.1016/j.respol.2013.11.005. Matsuura, S. (2008). On the relation between real earnings management and accounting earnings management: Income smoothing perspective. Journal of International Business Research, 7(3), 63–82. Mousavi, M. M., Ouenniche, J., & Xu, B. (2015). Performance evaluation of bankruptcy prediction models: An orientation-free super-efficiency DEA-based framework. International Review of Financial Analysis, 42, 64–75. Nabar, S., & Boonlert-U-Thai, K. K. (2007). Earnings management, investor protection and national culture. Journal of International Accounting Research, 6(2), 35–54, http://dx.doi.org/10.2308/jiar.2007.6.2.35. Nelson,M.W., Elliot, J. A., & Tarpley, R. L. (2002). Evidence from auditors aboutmanagers’ and auditors’ earnings-management decisions. The Accounting Review, 77(1), 157–202, http://dx.doi.org/10.2308/accr.2002.77.s-1.175. Park, Y., & Shin, H. (2004). Board composition and earnings management in Canada. Journal of Corporate Finance, 10(3), 431–457, http://dx.doi.org/10.1016/S0929-1199(03)00025-7. Perry, S., & Grinaker, R. (1994). Earnings expectations and discretionary research and develop. Accounting Horizons, 8(4), 43. Pindado, J., Rodrigues, L., & de la Torre, C. (2006). How does financial distress affect small firms’ financial structure? Small Business Economics, 26(4), 377–391, http://dx.doi.org/10.1007/s11187-005-4845-8. Ricci, C. W. (2011). Manipulating receivables: a comparison using the SEC’s accounting auditing enforcement releases. Journal of Applied Business and Economics, 12(5), 35–44. Rosner, R. L. (2003). Earnings manipulation in failing firms. Contemporary Accounting Research, 20(2), 361–408, http://dx.doi.org/10.1506/8EVN-9KRB-3AE4-EE81. Roychowdhury, S. (2006). Earnings management through real activities manipulation. Journal of Accounting and Economics, 42(3), 335–370, http://dx.doi.org/10.1016/j.jacceco.2006.01.002. Schipper, K. (1989). Commentary on earnings management. Accounting Horizons, 3(4), 91–102. Shan, Y., Taylor, S., & Walter, T. (2013). Error in estimating unexpected accruals in the presence of large changes in net external financing. Working paper, http://dx.doi.org/10.2139/ssrn.1572164 (Accessed 14 June 2015). Sweeney, A. P. (1994). Debt-covenant violations and managers’ accounting responses. Journal of Accounting and Economics, 17(3), 281–308. Teoh, S. H., Welch, I., & Wong, T. J. (1998). Earnings management and the underperformance of seasoned equity offerings. Journal of Financial Economics, 50(1), 63–99, http://dx.doi.org/10.1016/S0304-405X(98)00032-4. Tinoco, M. H., & Wilson, N. (2013). Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables. International Review of Financial Analysis, 30, 394–419, http://dx.doi.org/10.1016/j. irfa.2013.02.013. Trombetta, M., & Imperatore, C. (2014). The dynamic of financial crises and its nonmonotonic effects on earnings quality. Journal of Accounting and Public Policy, 33(3), 205–232, http://dx.doi.org/10.1016/j.jaccpubpol.2014.02.002. Tykvová, T., & Borell, M. (2012). Do private equity owners increase risk of financial distress and bankruptcy? Journal of Corporate Finance, 18(1), 138–150, http://dx.doi.org/10.1016/j.jcorpfin.2011.11.004. Wongsunwai, W. (2012). The effect of external monitoring on accrual‐based and real earnings management: evidence from venture‐backed initial public offerings. Contemporary Accounting Research, 30(1), 296–324, http://dx.doi.org/10.1111/j. 1911-3846.2011.01155.x. Wooldridge, J. (2002). Econometric analysis of cross section and panel data. Cambridge, Massachusetts: The MITPress. Xu, R. Z., Taylor, G. K., & Dugan, M. T. (2007). Review of real earnings management literature. Journal of Accounting Literature, 26, 195–228. Yang, L., Rahman, A., & Bradbury, M. (2015). The trade-off between real earnings management and accruals management. Working paper (http://www.researchgate.net/ publication/228976807. Accessed 24 June 2015). Zang, A. Y. (2012). Evidence on the trade-off between real activities manipulation and accrual-based earnings management. The Accounting Review, 87(2), 675–703, http://dx.doi.org/10.2308/accr-10196. Zmijewski, M. E. (1984). Methodological issues related to the estimation of financial distress prediction models. Journal of Accounting Research, 22, 59–82, http://dx.doi.org/10.2307/2490859.
Collections