ID JJF00296 Earnings management and market timing: The case of Japanese management buyouts Yasutomo Tsukioka 2-16 Japan Journal of Finance Vol.

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ID JJF00296 Earnings management and market timing: The case of Japanese management buyouts Yasutomo Tsukioka 2-16 Japan Journal of Finance 331.2 Vol.33 / No. 1.2. 201312 Dec. 2013 Japan Finance Association ISSN 2186-3792

33 12 MBO MBO MBO MBO MBO MBO MBO MBO MBO MBO MBO MBO * ( ) 2 35 ( ) ( ) ( 246221) 2

33 12 1 DeAngelo 1986 1973 1982 MBO total accruals MBO Wu 1997Jones 1991 Jones 1980 1987 MBO 87 MBO DeAngelo 1986 MBO Fisher and Louis 20081985 2005 MBO 138 MBO 2008 2003 4 2007 3 MBO MBO MBO Dechow et al. 1998 Roychowdhury 2006 Cohen and Zarowin 20101987 2006 2011 2009 MBO 2010 2011 2010 20 9 12 MBO 2011 MBO 2005 MBO 2006 10 MBO 2011 21 MBO MBO 2005 2011 MBO MBO MBO 1 MBO Smith 1990Kaplan 1989 Ofek 1994 MBO MBO 3

33 12 MBO MBO MBO MBO 2 3 4 MBO Jones MBO Wu, 1997; Perry and Williams, 1994; Fisher and Louis, 2008;, 2008MBO IPO Cohen and Zarowin,2010; Wongsunwai, 2013 2 Graham et al. 2005 2008 2 MBO IPO IPO 3 IPO MBO MBO 3 2 Wongsunwai (2013) IPO IPO 3 IPO Schultz (2003) (2009) Baker and Wurgler (2002) Alti (2006) DeAngelo et al. (2010) 4

33 12 1 MBO MBO 4 MBO 2 MBO Dechow et al. 1995 Kothari et al. 2005 Kothari et al. 2005 Kasznik 1999 5 TA i,t 1 SALES = k 0 + k 1 + k i,t AR i,t 2 + k Assets 3 i,t-1 CFO + k i,t 4 + ε Assets i,t i,t-1 PPE i,t Roychowdhury 2006 CFO PROD DISX 2 4 6 ACFO APROD ADISX CFO i,t = 1 SALES k 0 + k 1 + k i,t 2 + k 3 Assetsi,t-1 SALES i,t + ε i,t 4 3 5 Jones Dechow et al. (1995) 6 (2009) 5

33 12 PROD i,t 1 SALES i,t SALES i,t = k 0 + k 1 + k 2 + k 3 + k 4 SALES i,t-1 + ε i,t DISX i,t 1 = k Assets 0 + k 1 + k 2 Assetsi,t-1 i,t-1 SALES i,t-1 + ε i,t i = i t = TA = CFO = PROD = + DISX = + + + + SALES = AR = PPE = 7 Assets = 1 2 MBO MBO EM ACFOAPROD ADISX Kothari et al. 2005 8 2011 SIZE DEBT BTM OWN FIN 9 7 8 9 6

33 12 EM i,t = α+β 1 D_MBO i +β 2 SIZE i,t 1 +β 3 DEBT i,t 1 +β 4 BTM i,t 1 +β 5 OWN i,t 1 +β 6 FIN i,t 1 +ε i,t MBO MBO 1 0 D_MBO5 D_MBO MBO D_MBO D_MBO 1 MBO MBO PROD APROD D_MBO 2 MBO MBO DISX ADISX D_MBO CFO PROD DISX ACFO D_MBO 3 10 D_MBO MBO MBO 250 MBO BHAR 250 11 BTMOWN FIN 12 D_MBO i =α+β 1 i,t +β 2 ACFO i,t +β 3 APROD i,t +β 4 ADISX i,t +β 5 BHAR i, +β 6 BTM i,t +β 7 OWN i,t +β 8 FIN i,t +ε i,t 10 DeAngelo et al. (2010) MBO MBO 11BHAR BHAR i,τ = τ 1+R i,t τ 1+ER i,t t=1 R i,t i t E (R i,t ) TOPIX E (R i,t ) JASDAQ INDEX 12 (2011) BTM BTM t=1 7

33 12 MBO 3 1 M&A 1985-2007MARR 2011MARR 2012 MBO 13 2 NEEDS Financial QUEST MBO 14 3 eol MBO 2005 2011 MBO 1 2 3 MBO 4 3 54 2005 2011 2008 9 15 MBO MBO 2 15 2008 9 15 MBO 20 2008 9 15 MBO 34 1 MBO MBO 16 MBO MBO MBO 10 MBO 13 2008 2009 21 MBO 14 15 TOPIX JASDAQ INDEX 2007 2006 2007 (2010) 20 9 12 2008 9 11 2 8

33 12 MBO BHAR MBO BHAR MBO 2 MBO3 MBO MBO A B 3 SIZE FIN 17 ****** 16 6 MBO 3 12 MBO 9 9

33 12 10 ****** 17 SIZE FIN 0.6

33 12 4 1 2 5 18 MBO D_MBO D_MBO 19 MBO 1 MBO ACFOAPROD ADISX 1 ACFO D_MBO 2 APROD D_MBO 3 ADISX D_MBO MBO 2 Zang 2012 MBO Zang 2012 18 1 0 19 1 MBO D_MBO 11

33 12 EM i,t = α+β 1 D_MBO i +β 2 SIZE i,t 1 +β 3 DEBT i,t 1 +β 4 BTM i,t 1 +β 5 OWN i,t 1 +β 6 FIN i,t 1 +ε i,t ****** MBO 3 5 MBO 1 0 D_ MBO MBO MBO 250 MBO BHAR 20 BHAR BTM OWN FIN 20 1% winsorize BHAR MBO 300 200 120 60 12

33 12 D_MBO i = α + β 1 i,t + β 2 ACFO i,t + β 3 APROD i,t + β 4 ADISX i,t + β 5 BHAR i, + β 6 BTM i,t + β 7 OWN i,t + β 8 FIN i,t + ε i,t BTM MBO 3 MBO MBO MBO 2 1 MBO MBO MBO 13

33 12 MBO MBO BHAR 2 MBO MBO MBO MBO MBO MBO MBO MBO IT [1] 2010,,, Vol.1918, 4-17 [2] 2008,,, [3] 2008,,, Vol.46, No.5, 51-69 [4] 2009, IPO V,, Vol.47, No.2, 80-92 [5] 2011,,, Vol.46, 39-55 [6] 2009,,, Vol.69, No.4, 445-466 [7] 2011,,, Vol.19, No.1, 57-76 [8] 2011,,, Vol.30, No.1-2, 2-17 [9] Alti, A. 2006, How Persistent Is the Impact of Market Timing on Capital Structure?,The Journal of Finance, Vol.61, No.4, pp.1681-1710. [10] Baker, M., and J. Wurgler 2002, Market Timing and Capital Structure,The Journal of Finance, Vol.57, No.1, pp.1-32. [11] Cohen, D. A., and P. Zarowin 2010, Accrual-Based and Real Earnings Management Activities 14

33 12 around Seasoned Equity Offerings,Journal of Accounting and Economics, Vol.50, No.1, pp.2-19. [12] DeAngelo, H., L. E. DeAngelo and R. M. Stulz 2010, Seasoned Equity Offerings, Market Timing, and the Corporate Lifecycle,Journal of Financial Economics, Vol.95, No.3, pp.275-295. [13] DeAngelo, L. E. 1986, Accounting Numbers as Market Valuation Substitutes: A Study of Management Buyouts of Public Stockholders,The Accounting Review, Vol.61, No.3, pp.400-420. [14] Dechow, P. M., R. G. Sloan and A. P. Sweeney 1995, Detecting Earnings Management,The Accounting Review, Vol.70, No.2, pp. 193-225. [15] Dechow, P. M., S. P. Kothari and R. L. Watts 1998, The Relation between Earnings and Cash Flows,Journal of Accounting and Economics, Vol.25, No.2, pp.133-168. [16] Fisher, P. E., and H. Louis 2008, Financial Reporting and Conflicting Managerial Incentives: the Case of Management Buyouts,Management Science, Vol.54, No.10, pp.1700-1714. [17] Graham, J. R., C. R. Harvey and S. Rajgopal 2005, The Economic Implications of Corporate Financial Reporting,Journal of Accounting and Economics, Vol.40, No.1-3, pp.3-73. [18] Jones, J. J. 1991, Earnings Management during Import Relief Investigations,Journal of Accounting Research, Vol.29, No.2, pp.193-228. [19] Kaplan, S. 1989, The Effects of Management Buyouts on Operating Performance and Value, Journal of Financial Economics, Vol.24, No.2, pp.217-254. [20] Kasznik, R. 1999, On the Association between Voluntary Disclosure and Earnings Management, Journal of Accounting Research, Vol.37, No.1, pp.57-81. [21] Kothari, S. P., A. J. Leone and C. E. Wasley 2005, Performance Matched Discretionary Accrual Measures,Journal of Accounting and Economics, Vol.39, No.1, pp.163-197. [22] Lie, E. 2001, Detecting Abnormal Operating Performance: Revisited,Financial Management, Vol.30, No.2, pp.77-91. [23] Ofek, E. 1994, Efficiency Gains in Unsuccessful Management Buyouts,The Journal of Finance, Vol.49, No.2, pp.637-654. [24] Perry, S. E., and T. H. Williams 1994, Earnings Management Preceding Management Buyout Offers,Journal of Accounting and Economics, Vol.18, No.2, pp.157-179. [25] Roychowdhury, S. 2006, Earnings Management through Real Activities Manipulation,Journal of Accounting and Economics, Vol.42, No.3, pp.335-370. [26] Schultz, P. 2003, Pseudo Market Timing and the Long-Run Underperformance of IPOs, The Journal of Finance, Vol.58, No.2, pp.483-518. [27] Smith, A. J. 1990, Corporate Ownership Structure and Performance: the Case of Management Buyouts,Journal of Financial Economics, Vol.27, No.1, pp.143-164. [28] White, H. 1980, A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity,Econometrica, Vol.48, No.4, pp.817-838. [29] Wongsunwai, W. 2013, The Effect of External Monitoring on Accrual-Based and Real Earnings Management: Evidence from Venture-Backed Initial Public Offerings,Contemporary Accounting Research, Vol.30, No.1, pp.296-324. [30] Wu, Y. W. 1997, Management Buyouts and Earnings Management,Journal of Accounting, 15

33 12 Auditing and Finance, Vol.12, No.4, pp.373-389. [31] Zang, A. Y. 2012, Evidence on the Trade-Off between Real Activities Manipulation and Accrual- Based Earnings Management,The Accounting Review, Vol.87, No.2, pp.675-703. 16