The Effect of Corporate Governance on Earnings Quality and Market Reaction to Low Quality Earnings: Korean Evidence
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. The Impact of Corporate Governance on Earnings Quality
2.2. The Link between Market Reaction and Earnings Quality
3. Research Design
3.1. Research Model Specification
+ β7LOSSi,t + β8INVRECi,t + β9SGRWi,t + β10BIG4i,t + β11FIRSTi,t + β12CONi,t
+ β13CRATIOi,t + β14LEADDAYi,t + year dummies
- DIFF: differences between actual net income and unaudited net income
- DUM_DIFF: dummy variable equal to 1 if differences exist and 0 otherwise
- AMT_DIFF: |(actual net income − unaudited net income)/actual net income|
- GOV: governance variables
- BOD: outside board ratio
- FOR: foreign shares ratio
- REG: dummy variable equal to 1 if the period is after the amendment and 0 otherwise
- SIZE: ln (total asset)
- LEV: leverage ratio
- ROA: return on assets
- LOSS: equal to 1 if net income is less than 0 and 0 otherwise
- INVREC: (inventory + receivable)/total asset
- SGRW: sales growth
- BIG4: dummy variable equal to 1 if the auditor is a Big 4 auditor and 0 otherwise
- FIRST: dummy variable equal to 1 if auditor tenure is 1 and 0 otherwise
- CON: dummy variable equal to 1 if the firm reports consolidated financial statements and 0 otherwise
- CRATIO: current ratio (= current assets/current liabilities)
- LEADDAY: ln (calendar days from fiscal year end to earnings reporting date)
+ β7LOSSi,t + β8INVRECi,t + β9SGRWi,t + β10BIG4i,t + β11FIRSTi,t + β12CONi,t
+ β13CRATIOi,t + β14LEADDAYi,t + year dummies
- CAR: cumulative abnormal returns from April at t to Mar at t + 1. We measure monthly cumulative abnormal returns (CAR) as
3.2. Sample Selection
- (1)
- Listed in the KOSPI market from 2013 to 2016
- (2)
- Non-financial
- (3)
- Fiscal year ends in December
- (4)
- Disclosed unaudited earnings through the KRX disclosure system (KINDS)
- (5)
- Have data available on KIS-VALUE
4. Empirical Results
4.1. Descriptive Statistics and Correlation Analysis
4.2. Multivariate Analyses Results
4.3. Additional Test
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Aras, G.; Crowther, D. Governance and sustainability: An investigation into the relationship between corporate governance and corporate sustainability. Manag. Decis. 2008, 46, 433–448. [Google Scholar] [CrossRef]
- Dai, L.; Dharwadkar, R.; Shi, L.; Zhang, B. The governance transfer of blockholders: Evidence from block acquisitions and earnings management around the world. J. Corp. Financ. 2017, 45, 586–607. [Google Scholar] [CrossRef]
- Penman, S.H.; Zhang, X.J. Accounting conservatism, the quality of earnings, and stock returns. Account. Rev. 2002, 77, 237–264. [Google Scholar] [CrossRef]
- Park, H. Market Reaction to Other Comprehensive Income. Sustainability 2018, 10, 1837. [Google Scholar] [CrossRef]
- Lee, S.C.; Rhee, M.; Yoon, J. Foreign Monitoring and Audit Quality: Evidence from Korea. Sustainability 2018, 10, 3151. [Google Scholar] [CrossRef]
- Ajinkya, B.; Bhojrai, S.; Sengupta, P. The association between outside directors, institutional investors and the properties of management earnings forecasts. J. Account. Res. 2005, 43, 343–376. [Google Scholar] [CrossRef]
- Karamanou, I.; Vafeas, N. The association between corporate boards, audit committees, and management earnings forecasts: An empirical analysis. J. Account. Res. 2005, 43, 453–486. [Google Scholar] [CrossRef]
- Klein, A. Audit committee, board of director characteristics, and earnings management. J. Account. Econ. 2002, 33, 375–4000. [Google Scholar] [CrossRef]
- Xie, B.; Davidsion, W.N.; DaDalt, P.J. Earnings management and corporate governance: The role of the board and the audit committee. J. Corp. Financ. 2003, 9, 295–316. [Google Scholar] [CrossRef]
- Bartov, E.; Radhakrishnan, S.; Krinsky, I. Investor sophistication and patterns in stock returns after earnings announcements. Account. Rev. 2000, 75, 43–64. [Google Scholar] [CrossRef]
- Bradshaw, M.T.; Bushee, B.J.; Miller, G.S. Accounting choice, home bias, and U. S. investment in Non-U. S. Firms. J. Account. Res. 2004, 42, 795–841. [Google Scholar] [CrossRef]
- Jiambalvo, J.; Rajgopal, S.; Venkatachalam, M. Institutional ownership and the extent to which stock prices reflect future earnings. Cont. Account. Res. 2002, 19, 117–145. [Google Scholar] [CrossRef]
- Haw, I.-M.; Ho, S.S.M.; Li, A.Y. Corporate governance and earnings management by classification shifting. Cont. Account. Res. 2011, 28, 517–553. [Google Scholar] [CrossRef]
- Aggarwal, R.; Erel, I.; Ferreira, M.; Matos, P. Does governance travel around the world? Evidence from institutional investors. J. Financ. Econ. 2011, 100, 154–181. [Google Scholar] [CrossRef] [Green Version]
- Gul, F.A.; Kim, J.B.; Qiu, A.A. Ownership concentration, foreign shareholding, audit quality, and stock price synchronicity: Evidence from China. J. Financ. Econ. 2010, 95, 425–442. [Google Scholar] [CrossRef]
- Lang, M.H.; Lins, K.V.; Miller, D.P. ADRs, analysts, and accuracy: Does cross-listing in the United States improve a firm’s information environment and increase market value? J. Account. Res. 2003, 41, 317–345. [Google Scholar] [CrossRef]
- Ferreira, M.A.; Matos, P. The colors of investors’ money: The role of institutional investors around the world. J. Financ. Econ. 2008, 88, 499–533. [Google Scholar] [CrossRef]
- Jeon, Y.S.; Sohn, J.H. Firm characteristics and the market monitoring of optimistic preliminary earnings announcements. Korean Account. Rev. 2005, 30, 79–105. [Google Scholar]
- Lennox, C.; Wu, X.; Zhang, T. The effect of audited adjustments on earnings quality: Evidence from China. J. Accout. Econ. 2016, 61, 545–562. [Google Scholar] [CrossRef]
- Lee, E.; Park, S. External audit act amendment for the prevention of auditors’ compilation services and revision of preliminary earnings. Korean Account. Rev. 2016, 41, 195–238. [Google Scholar]
- Shin, B.; Han, J.; Shin, H. Human Resources in Internal Control and Auditor-Client Disagreement: Interaction with the Requirement of Submitting Unaudited Financial Statements to the Securities and Futures Commission; Working Paper; Ewha Womans University: Seoul, Korea, 2018. [Google Scholar]
- Cho, E.J.; Chung, J.R.; Kim, B.J. The effects of managerial ability on disagreement between manager and auditor: Focusing on mandatory submission of unaudited financial statement to the Securities & Future Commission. Korean Account. J. 2016, 25, 37–65. [Google Scholar]
- Mercer, M. How do investors assess the credibility of management disclosure? Account. Horiz. 2004, 18, 185–196. [Google Scholar] [CrossRef]
- Ahmed, K.; Hossain, M.; Adams, M.B. The effects of board composition and board size on the informativeness of annual accounting earnings. Corp. Gov. Int. Rev. 2006, 14, 418–431. [Google Scholar] [CrossRef]
- Anderson, K.; Gillan, S.; Deli, D. Board of Directors, Audit Committees and the Information Content of Earnings; Working Paper; University of Delaware: Newark, DE, USA, 2003. [Google Scholar]
- Sohn, S.; Chung, K.; Goh, J. Independence of board of directors, disclosure quality, and market response: Using companies disclosing preliminary earnings. Korean Account. J. 2010, 19, 33–65. [Google Scholar]
- Hirschman, A.O. Exit, Voice, and Loyalty: Responses to Decline in Firms, Organizations, and States; Harvard University Press: Cambridge, MA, USA, 1970. [Google Scholar]
- Edmans, A. Blockholders and corporate governance. Annu. Rev. Financ. Econ. 2014, 6, 23–50. [Google Scholar] [CrossRef]
- Admati, A.R.; Pfleiderer, P. The “Wall Street Walk” and shareholder activism: Exit as a form of voice. Rev. Financ. Stud. 2009, 22, 2645–2685. [Google Scholar] [CrossRef]
- Bardos, K.S.; Golec, J.; Harding, J.P. Do Investors see through mistakes in reported earnings? J. Financ. Quant. Anal. 2011, 46, 1917–1946. [Google Scholar] [CrossRef]
- Guillamon-Saorin, E.; Isidro, H.; Marques, A. Impression management and non-GAAP disclosure in earnings announcement. J. Bus. Financ. Account. 2017, 44, 448–479. [Google Scholar] [CrossRef]
- Tan, S.K.; Koonce, L. Investors’ reaction to retractions and corrections of management earnings forecasts. Account. Org. Soc. 2011, 36, 382–397. [Google Scholar] [CrossRef]
- Fama, E.F.; Jensen, M.C. Separation of ownership and control. J. Law Econ. 1983, 26, 301–325. [Google Scholar] [CrossRef]
- Iliev, P.; Lins, K.V.; Miller, D.P.; Roth, L. Shareholder voting and corporate governance around the world. Rev. Financ. Stud. 2015, 28, 2167–2202. [Google Scholar] [CrossRef]
- Beasley, M. An empirical analysis of the relation between board of director composition and financial statement fraud. Account. Rev. 1996, 71, 443–465. [Google Scholar]
- Bao, S.R.; Lewellyn, K.B. Ownership structure and earnings management in emerging markets—An institutionalized agency perspective. Int. Bus. Rev. 2017, 26, 828–838. [Google Scholar] [CrossRef]
- Vintilă, G.; Gherghina, Ş.C.; Nedelescu, M. The effects of ownership concentration and origin on listed firms’ value: Empirical evidence from Romania. ROM. J. Econ. Forecast. 2014, 17, 51–71. [Google Scholar]
- Chung, K.H.; Zhang, H. Corporate governance and institutional ownership. J. Financ. Quant. Anal. 2011, 46, 247–273. [Google Scholar] [CrossRef]
- Bushee, B.J. The influence of institutional investors on myopic R&D investment behavior. Account. Rev. 1998, 73, 305–334. [Google Scholar]
- Velury, U.; Jenkins, D.S. Institutional ownership and the quality of earnings. J. Bus. Res. 2006, 59, 1043–1051. [Google Scholar] [CrossRef]
- Chen, K.Y.; Elder, R.J.; Hsieh, Y.M. Corporate governance and earnings management: The implications of corporate governance best-practice principles for Taiwanese listed companies. J. Cont. Account. Econ. 2007, 3, 73–105. [Google Scholar] [CrossRef]
- Dou, Y.; Hope, O.K.; Thomas, W.B.; Zou, Y. Blockholder exit threats and financial reporting quality. Cont. Account. Res. 2018, 35, 1004–1028. [Google Scholar] [CrossRef]
- Jennings, R. Unsystematic security price movements, management earnings forecasts, and revisions in consensus analyst earnings forecasts. J. Account. Res. 1987, 25, 90–110. [Google Scholar] [CrossRef]
- Vintilă, G.; Onofrei, M.; Gherghina, Ş.C. The effects of corporate board and CEO characteristics on firm value: Empirical evidence from listed companies on the Bucharest Stock Exchange. Emerg. Mark. Financ. Trade 2015, 51, 1244–1260. [Google Scholar] [CrossRef]
- Shelifer, A.; Vishny, R.W. Large shareholders and corporate control. J. Political Econ. 1986, 94, 461–488. [Google Scholar] [CrossRef]
- Admati, A.R.; Pfleiderer, P.; Zechner, J. Large shareholder activism, risk sharing, and financial market equilibrium. J. Political Econ. 1994, 102, 1097–1130. [Google Scholar] [CrossRef]
- McCahery, J.A.; Sautner, Z.; Starks, L.T. Behind the scenes: The corporate governance preferences of institutional investors. J. Financ. 2016, 71, 2905–2932. [Google Scholar] [CrossRef]
Full Sample (n = 1976) | REG = 1 (n = 1488) | REG = 0 (n = 488) | |||||||
---|---|---|---|---|---|---|---|---|---|
Variable | Mean | Std. Dev. | 25% | 50% | 75% | Mean | Mean | T-Value | (p-Value) |
DUM_DIFF | 0.362 | 0.481 | 0.000 | 0.000 | 1.000 | 0.382 | 0.301 | −3.218 | (0.001) *** |
AMT_DIFF | 0.097 | 0.317 | 0.000 | 0.000 | 0.037 | 0.106 | 0.070 | −2.122 | (0.017) ** |
BOD | 0.388 | 0.137 | 0.250 | 0.333 | 0.500 | 0.390 | 0.382 | −1.062 | (0.144) |
FOR | 0.091 | 0.122 | 0.010 | 0.037 | 0.127 | 0.091 | 0.091 | −0.021 | (0.492) |
SIZE | 20.222 | 1.668 | 19.042 | 19.988 | 21.161 | 20.235 | 20.183 | −0.603 | (0.273) |
LEV | 0.496 | 0.201 | 0.341 | 0.507 | 0.638 | 0.491 | 0.512 | 1.945 | (0.026) ** |
ROA | 0.009 | 0.075 | −0.008 | 0.017 | 0.044 | 0.011 | 0.002 | −2.296 | (0.011) ** |
LOSS | 0.289 | 0.454 | 0.000 | 0.000 | 1.000 | 0.273 | 0.340 | 2.850 | (0.002) *** |
INVREC | 0.300 | 0.145 | 0.195 | 0.291 | 0.394 | 0.296 | 0.311 | 2.019 | (0.022) ** |
SGRW | 0.042 | 0.256 | −0.067 | 0.012 | 0.095 | 0.044 | 0.035 | −0.703 | (0.241) |
BIG4 | 0.678 | 0.467 | 0.000 | 1.000 | 1.000 | 0.663 | 0.717 | 2.131 | (0.017) ** |
FIRST | 0.143 | 0.350 | 0.000 | 0.000 | 0.000 | 0.151 | 0.119 | −1.771 | (0.038) ** |
CON | 0.832 | 0.374 | 1.000 | 1.000 | 1.000 | 0.832 | 0.834 | 0.104 | (0.459) |
CRATIO | 1.224 | 1.106 | 0.626 | 0.897 | 1.378 | 1.242 | 1.168 | −1.287 | (0.099) * |
LEADDAY | 3.775 | 0.282 | 3.584 | 3.784 | 4.007 | 3.758 | 3.826 | 4.615 | (0.000) *** |
DUM DIFF | AMT DIFF | BOD | FOR | SIZE | LEV | ROA | LOSS | INVREC | SGRW | BIG4 | FIRST | CON | CRATIO | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AMT_DIFF | 0.40 | 1.00 | ||||||||||||
(0.00) | ||||||||||||||
BOD | −0.09 | −0.06 | 1.00 | |||||||||||
(0.00) | (0.01) | |||||||||||||
FOR | −0.16 | −0.09 | 0.33 | 1.00 | ||||||||||
(0.00) | (0.00) | (0.00) | ||||||||||||
SIZE | −0.12 | −0.03 | 0.60 | 0.51 | 1.00 | |||||||||
(0.00) | 0.16 | (0.00) | (0.00) | |||||||||||
LEV | 0.14 | 0.14 | 0.18 | −0.10 | 0.27 | 1.00 | ||||||||
(0.00) | (0.00) | (0.00) | (0.00) | (0.00) | ||||||||||
ROA | −0.16 | −0.09 | 0.03 | 0.24 | 0.16 | −0.30 | 1.00 | |||||||
(0.00) | (0.00) | (0.22) | (0.00) | (0.00) | (0.00) | |||||||||
LOSS | 0.13 | 0.12 | −0.03 | −0.19 | −0.13 | 0.30 | −0.67 | 1.00 | ||||||
(0.00) | (0.00) | (0.13) | (0.00) | (0.00) | (0.00) | (0.00) | ||||||||
INVREC | −0.01 | 0.01 | −0.16 | −0.16 | −0.27 | 0.17 | −0.02 | 0.02 | 1.00 | |||||
(0.62) | (0.61) | (0.00) | (0.00) | (0.00) | (0.00) | (0.29) | (0.32) | |||||||
SGRW | 0.03 | −0.00 | −0.05 | 0.03 | −0.01 | −0.05 | 0.18 | −0.16 | −0.02 | 1.00 | ||||
(0.25) | (0.98) | (0.05) | (0.25) | (0.53) | (0.03) | (0.00) | (0.00) | (0.40) | ||||||
BIG4 | −0.02 | 0.01 | 0.28 | 0.25 | 0.47 | 0.10 | 0.09 | −0.10 | −0.09 | 0.00 | 1.00 | |||
(0.29) | (0.77) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.99) | |||||
FIRST | 0.10 | 0.05 | −0.01 | −0.07 | −0.03 | 0.11 | −0.05 | 0.08 | −0.01 | 0.00 | −0.07 | 1.000 | ||
(0.00) | (0.05) | (0.76) | (0.00) | (0.14) | (0.00) | (0.02) | (0.00) | (0.72) | (0.99) | (0.00) | ||||
CON | 0.04 | 0.04 | 0.13 | 0.18 | 0.30 | 0.08 | 0.05 | −0.01 | −0.04 | 0.04 | 0.10 | −0.03 | 1.00 | |
(0.05) | (0.08) | (0.00) | (0.00) | (0.00) | (0.00) | (0.04) | (0.52) | (0.06) | (0.09) | (0.00) | (0.28) | |||
CRATIO | −0.07 | −0.08 | −0.15 | 0.04 | −0.30 | −0.69 | 0.15 | −0.14 | 0.02 | −0.00 | −0.14 | −0.04 | −0.06 | 1.00 |
(0.00) | (0.00) | (0.00) | (0.07) | (0.00) | (0.00) | (0.00) | (0.00) | (0.35) | (0.93) | (0.00) | (0.06) | (0.00) | ||
LEADDAY | 0.03 | 0.04 | −0.26 | −0.27 | −0.31 | 0.08 | −0.15 | 0.18 | 0.07 | −0.01 | −0.15 | 0.05 | 0.15 | 0.02 |
(0.21) | (0.07) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.00) | (0.57) | (0.00) | (0.04) | (0.00) | (0.34) |
GOV = BOD | GOV = FOR | |||
---|---|---|---|---|
Model 1 | Model 2 | Model 1 | Model 2 | |
Intercept | 6.666 | 6.165 | 6.265 | 6.081 |
(4.129) *** | (3.737) *** | (3.854) *** | (3.717) *** | |
GOV | −0.996 | 0.467 | −1.755 | −0.329 |
(−1.752) * | (0.532) | (−2.484) ** | (−0.367) | |
REG | 1.268 | 0.703 | ||
(3.619) *** | (4.494) *** | |||
GOV × REG | −1.835 | −1.996 | ||
(−2.159) ** | (−1.856) * | |||
SIZE | −0.317 | −0.321 | −0.301 | −0.298 |
(−5.223) *** | (−5.313) *** | (−4.971) *** | (−4.893) *** | |
LEV | 2.486 | 2.507 | 2.276 | 2.287 |
(5.539) *** | (5.567) *** | (5.067) *** | (5.076) *** | |
ROA | −3.042 | −3.092 | −2.755 | −2.791 |
(−2.962) *** | (−3.016) *** | (−2.718) *** | (−2.745) *** | |
LOSS | 0.029 | 0.014 | 0.023 | 0.014 |
(0.187) | (0.089) | (0.149) | (0.09) | |
INVREC | −1.492 | −1.493 | −1.452 | −1.456 |
(−3.094) *** | (−3.101) *** | (−3.021) *** | (−3.028) *** | |
SGRW | 0.385 | 0.398 | 0.408 | 0.413 |
(1.944) * | (2.001) ** | (2.034) ** | (2.051) ** | |
BIG4 | 0.34 | 0.35 | 0.337 | 0.334 |
(2.390) ** | (2.453) ** | (2.397) ** | (2.369) ** | |
FIRST | 0.391 | 0.384 | 0.375 | 0.365 |
(2.949) *** | (2.893) *** | (2.819) *** | (2.746) *** | |
CON | 0.671 | 0.669 | 0.704 | 0.712 |
(3.808) *** | (3.789) *** | (4.062) *** | (4.103) *** | |
CRATIO | 0.085 | 0.086 | 0.088 | 0.09 |
(1.161) | (1.175) | (1.204) | (1.222) | |
LEADDAY | −0.674 | −0.668 | −0.695 | −0.696 |
(−2.810) *** | (−2.778) *** | (−2.918) *** | (−2.919) *** | |
Year dummies | Included | Included | Included | included |
Chi square | 123.18 | 131.2 | 124.34 | 126.99 |
Pseudo R2 | 0.0749 | 0.0765 | 0.0772 | 0.0786 |
n | 1976 | 1976 | 1976 | 1976 |
GOV = BOD | GOV = FOR | |||
---|---|---|---|---|
Model 1 | Model 2 | Model 1 | Model 2 | |
Intercept | 0.298 | 0.224 | 0.301 | 0.277 |
(1.495) | (1.085) | (1.474) | (1.348) | |
GOV | −0.155 | 0.047 | −0.133 | 0.015 |
(−2.215) ** | (0.373) | (−2.807) *** | (0.162) | |
REG | 0.154 | 0.072 | ||
(3.045) *** | (3.254) *** | |||
GOV × REG | −0.259 | −0.212 | ||
(−2.065) ** | (−1.916) * | |||
SIZE | −0.013 | −0.014 | −0.016 | −0.015 |
(−1.988) ** | (−2.077) ** | (−2.408) ** | (−2.297) ** | |
LEV | 0.24 | 0.243 | 0.218 | 0.218 |
(3.398) *** | (3.436) *** | (3.048) *** | (3.047) *** | |
ROA | −0.017 | −0.022 | 0.019 | 0.014 |
(−0.128) | (−0.169) | (0.143) | (0.104) | |
LOSS | 0.061 | 0.059 | 0.061 | 0.06 |
(1.906) * | (1.865) * | (1.907) * | (1.876) * | |
INVREC | −0.074 | −0.074 | −0.069 | −0.07 |
(−1.475) | (−1.481) | (−1.378) | (−1.379) | |
SGRW | 0.02 | 0.022 | 0.023 | 0.024 |
(0.906) | (0.99) | (1.052) | (1.06) | |
BIG4 | 0.037 | 0.039 | 0.037 | 0.037 |
(2.000) ** | (2.069) ** | (2.005) ** | (1.968) ** | |
FIRST | 0.009 | 0.007 | 0.007 | 0.006 |
(0.409) | (0.341) | (0.336) | (0.265) | |
CON | 0.037 | 0.037 | 0.041 | 0.042 |
(2.100) ** | (2.087) ** | (2.342) ** | (2.386) ** | |
CRATIO | 0.004 | 0.005 | 0.004 | 0.004 |
(0.512) | (0.526) | (0.455) | (0.463) | |
LEADDAY | −0.021 | −0.019 | −0.02 | −0.02 |
(−0.674) | (−0.622) | (−0.656) | (−0.662) | |
Year dummies | Included | Included | Included | included |
F-value | 5.666 | 5.612 | 5.699 | 5.557 |
adj R2 | 0.033 | 0.035 | 0.032 | 0.033 |
n | 1976 | 1976 | 1976 | 1976 |
Hypothesis 2-1 | Hypothesis 2-2 | |||
---|---|---|---|---|
BOD > Median | BOD < Median | FOR > Median | FOR < Median | |
Intercept | 0.399 | 1.785 | 0.754 | 1.481 |
(1.240) | (5.107) *** | (2.648) *** | (4.000) *** | |
ABS_DIFF | −0.028 | 0.116 | 0.078 | 0.001 |
(−0.618) | (1.296) | (1.184) | (0.020) | |
REG | −0.099 | −0.197 | −0.199 | −0.108 |
(−2.909) *** | (−5.616) *** | (−6.775) *** | (−2.675) *** | |
ABS_DIFF × REG | −0.076 | −0.231 | −0.196 | −0.106 |
(−0.937) | (−2.496) ** | (−2.582) ** | (−1.312) | |
SIZE | −0.041 | −0.080 | −0.034 | −0.088 |
(−4.365) *** | (−5.230) *** | (−3.948) *** | (−6.122) *** | |
LEV | 0.079 | 0.335 | 0.202 | 0.237 |
(0.854) | (3.260) *** | (2.314) ** | (2.246) ** | |
ROA | 1.455 | 0.869 | 1.283 | 1.027 |
(6.131) *** | (2.785) *** | (4.446) *** | (3.950) *** | |
LOSS | −0.024 | −0.098 | −0.031 | −0.100 |
(−0.679) | (−2.442) ** | (−0.827) | (−2.614) *** | |
INVREC | 0.204 | −0.128 | 0.019 | 0.036 |
(1.856) * | (−1.285) | (0.222) | (0.348) | |
SGRW | 0.137 | 0.115 | 0.152 | 0.096 |
(2.548) ** | (1.555) | (2.684) *** | (1.183) | |
BIG4 | −0.031 | −0.038 | −0.070 | −0.007 |
(−0.852) | (−1.487) | (−2.444) ** | (−0.258) | |
FIRST | 0.063 | −0.042 | 0.038 | −0.030 |
(1.758) * | (−1.152) | (1.191) | (−0.777) | |
CON | −0.023 | 0.053 | 0.014 | 0.026 |
(−0.589) | (1.652) * | (0.410) | (0.739) | |
CRATIO | −0.015 | 0.005 | −0.004 | 0.003 |
(−1.244) | (0.365) | (−0.425) | (0.155) | |
LEADDAY | 0.135 | −0.052 | −0.001 | 0.064 |
(2.643) *** | (−1.024) | (−0.019) | (1.152) | |
F-value | 8.697 | 11.106 | 8.381 | 11.014 |
adj R2 | 0.152 | 0.136 | 0.136 | 0.139 |
n | 913 | 1063 | 989 | 987 |
Group 1 (>12.6%) | Group 2 (>3.7%) | Group 3 (>1.3%) | Group 4 (≥0%) | |
---|---|---|---|---|
b/t | b/t | b/t | b/t | |
Intercept | 0.558 | 1.255 | 1.229 | 1.714 |
(1.632) | (2.833) *** | (2.461) ** | (3.163) *** | |
ABS_DIFF | −0.002 | 0.125 | −0.063 | 0.020 |
(−0.021) | (2.383) ** | (−0.590) | −0.206 | |
REG | −0.16 | −0.232 | −0.147 | −0.069 |
(−3.893) *** | (−5.264) *** | (−2.842) *** | (−1.080) | |
ABS_DIFF × REG | −0.071 | −0.255 | −0.024 | −0.145 |
(−0.558) | (−4.049) *** | (−0.199) | (−1.399) | |
SIZE | −0.026 | −0.063 | −0.081 | −0.097 |
(−2.589) ** | (−3.963) *** | (−4.156) *** | (−4.591) *** | |
LEV | 0.193 | 0.307 | 0.255 | 0.291 |
(1.917) * | (2.118) ** | (2.002) ** | (1.804) * | |
ROA | 1.704 | 0.660 | 1.44 | 0.726 |
(4.949) *** | (1.344) | (4.491) *** | (1.876) * | |
LOSS | 0.018 | −0.089 | −0.06 | −0.128 |
(0.401) | (−1.393) | (−1.146) | (−2.199) ** | |
INVREC | −0.021 | 0.016 | 0.059 | 0.016 |
(−0.210) | (0.120) | (0.408) | (0.107) | |
SGRW | 0.117 | 0.205 | 0.240 | −0.010 |
(1.609) | (2.346) ** | (1.878) * | (−0.106) | |
BIG4 | −0.027 | −0.070 | 0.022 | −0.041 |
(−0.628) | (−1.760) * | (0.592) | (−0.943) | |
FIRST | 0.031 | 0.060 | −0.023 | −0.035 |
(0.749) | (1.207) | (−0.410) | (−0.658) | |
CON | −0.011 | 0.029 | 0.050 | 0.006 |
(−0.212) | (0.692) | (1.095) | (0.123) | |
CRATIO | −0.009 | 0.009 | 0.03 | −0.013 |
(−0.891) | (0.505) | (0.972) | (−0.545) | |
LEADDAY | 0.004 | 0.010 | 0.071 | 0.061 |
(0.083) | (0.157) | (0.862) | (0.805) | |
F-value | 4.831 | 7.563 | 7.784 | 4.842 |
adj R2 | 0.109 | 0.158 | 0.174 | 0.107 |
n | 495 | 494 | 493 | 494 |
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Shin, H.; Kim, S.-I. The Effect of Corporate Governance on Earnings Quality and Market Reaction to Low Quality Earnings: Korean Evidence. Sustainability 2019, 11, 102. https://doi.org/10.3390/su11010102
Shin H, Kim S-I. The Effect of Corporate Governance on Earnings Quality and Market Reaction to Low Quality Earnings: Korean Evidence. Sustainability. 2019; 11(1):102. https://doi.org/10.3390/su11010102
Chicago/Turabian StyleShin, Hyejeong, and Su-In Kim. 2019. "The Effect of Corporate Governance on Earnings Quality and Market Reaction to Low Quality Earnings: Korean Evidence" Sustainability 11, no. 1: 102. https://doi.org/10.3390/su11010102
APA StyleShin, H., & Kim, S. -I. (2019). The Effect of Corporate Governance on Earnings Quality and Market Reaction to Low Quality Earnings: Korean Evidence. Sustainability, 11(1), 102. https://doi.org/10.3390/su11010102