Samples and Research Hypothesis
538 Av3
i
=| reclassification of cash flow hedge derivatives i||net income
i
| Av: average, i: firm year
Multiple linear regression analysis
As an additional examination for robustness, we conducted multiple linear regression analysis considering the factors that are presumed to affect the
reclassification of other comprehensive income items. Model: Yit=
+
1
LVit+
2
PBRit+
3
D1it+
4
D2it+
5
YD1it+εit… Yit=
+
1
LVit+
2
PBRit+
3
D1it+
4
D2it+
5
YD2it+εit… Yit=
+
1
LVit+
2
PBRit+
3
D1it+
4
D2it+
5
YD3it+εit… Yit: |reclassification of available-for-sale-securities
i
||net income
i
| of firm
i
in year
t
LV: liability to equity ratio PBR: Price to book ratio
D1: if net income is negative or decreased more than 30 decrease over the previous
year, 1. otherwise 0. D2: if there is more than 20 difference between reported net income and forecasted
income, then 1; otherwise 0. YD1:if 1995~1998,then 0; otherwise 1
YD2:if 1995~2004,then 0; otherwise 1 YD3:if 1999~2004, then 0; otherwise 1
εit: disturbance term If the liability to equity ratio is high, it can be expected that managers tend to
increase earnings in order to decrease interest rate or to borrow more loans, etc
…. On PBR, if the firm
‘s growth potential is high, managers try to increase earnings in order to make it look like their firm keeps growing. When earnings are negative,
decrease or have a large difference between its forecasted income, it is presumed managers tend to increase earnings. YD1, YD2, YD3 are dummy variables to
examine whether there is a difference of earnings management by other comprehensive income items before and after introducing reporting comprehensive
income. 5.
Results and Implication 1 Results form t-test
Figure 1 shows that before introducing comprehensive income reporting 1995~1998, the average of reclassification related to available-for-sale-securities is
18.702. On the other hand, after adopting comprehensive income reporting, the average is 12.567. And the difference between them is statistically significant 5.
This result suggests that there is a possibility that the adoption of reporting comprehensive income affects the magnitude of earnings management with available-
for-sale-securities and managers do not manipulate net income as much as before
77
.
77
It is conceivable that the tendency of reclassification of available-sale-security is influenced by the stock market trend. Then we examined it by analyzing the relation between the
reclassification of available-sale-security per share and the average of Nikkei. The result is that the correlation coefficient is 0.11 and t-value is 0.382. Consequently, we conclude there
is no strong relation between them.
539 Figure 2 presents the direction of earnings management by available-for-sale-
securities. We sort out the reclassification of available-for -sale-securities per total asset each year into two categories, a positive and negative category, and accumulate
each category each year. According to Figure 2, it is implied that ,except between 1999 and 2003, earnings managements in order to increase income are conducted
more often. Then, for analyzing the trend of the earnings management, we separate the
examination period into three parts
1999~2001, 2002~2004, 2005~2007, and compare the average of the reclassification of available-for-sale-securities in each
period with one in 1995~1998, the period in which had not adopted comprehensive income reporting.
The result is presented in Figure 3. First, the average in1999~2001 is very close to the one in 1995~1998 in Figure 1. Second, the average in 2002~2004 is less than in
1995~1998, but the difference between them is not statistically significant. On the contrary, the average in 2005~2007 is 6.704 and the difference is statistically
significant 1. This implies that soon after introducing comprehensive income reporting, managers did not care about it so much, but gradually got to be conscious
of the change and restrained themselves from manipulating net income by managing available-for-sale-securities
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. Additionally, we conducted the same examination including the reclassification of
exchange translation differences on foreign currency net investment and cash flow hedge derivatives in 2002~2007 and compared to the average in 1999~2001. The
implication form the result was almost the same as Figure 4 shows. 2 Results and implications from the multiple linear regression analysis
Figure 5, 6 and7 show the results form the multiple linear regression analysis. First, as the previous researches implied, when firms have a high leverage ratio, negative or
less net income, managers tend to sell available-for-sell-securities to manage net income. The result is the same when firms have a large difference between forecasted
net income and reported one. Second, from figure 5 and 6, in the beginning of the period when comprehensive income reporting is introduced, there is no statistically
significant change for the reclassification of available-for-sale-securities, but after 2005 it is presumed that there is decreasing of earnings management for net income,
because the coefficient of YD2 is negative and statistically significant 1. Figure 7 presents the result from the analysis that includes reclassification of
exchange translation differences on foreign currency net investment and cash flow hedge derivatives. In this analysis, it is implied that managers restrain manipulation of
net income by using other comprehensive income items, because the coefficient of YD3 is negative and statistically significant 5.
6.
Conclusion
From the analysis above, we can draw these conclusions and implications. Firstly, when leverage is high or earnings are negative or less than previous year,
managers tend to manipulate earnings by using other comprehensive income items, but the magnitude is getting smaller lately.
Secondly, soon after introducing comprehensive income reporting, there is no significant decreasing of earnings management by using other comprehensive income,
78
For testing its robustness, we conducted the same examination using total asset instead of net income. The result was the same.
540 but these days we can find some statistically significant evidences for it. Therefore,
we can conclude that it took time for FAS130 to function well as standard-setter expected. In other word, managers needed time to recognize that the extent of
transparency for financial reporting was changed by FAS130.
However, we cannot deny that there are some limitations to these conclusions. Our samples are Japanese firms which adopt SEC standard in 東証一部. Besides, we need
to distinguish discretionary parts from non-discretionary parts more precisely in order to get more accurate results.
Figures: Figure1: The trend of reclassification related to available-for-sale securites
1995-1998 1999-2007
Average 18.702
Average 12.567
Standard error 2.633
Standard error 1.392
Median 5.197
Median 4.441
Standard deviation 21.716
Standard deviation 22.068
Variance 471.593
Variance 487.015
Number of samples 68 Number of samples 251
Figure 2: Direction of earnings management of the reclassification related to available-for-sale-securities
Figure 3: Average and results of the test each year
statistically significant 1
Figure 4; Result including other comprehensive income items
1999 -2001
2002 -2004
2005 -2007
Average 18.719
14.058 6.704
Variation 519.174
596.544 306.138
Number of samples 68
89 94
Degrees of freedom 134
151 125
T-value -0.0046
1.2574 3.758
1999 -2001
2002 -2004
2005 -2007
Average 35.262
15.674 8.935
Variation 2428.200
444.792 973.753
Numbers of Sample
68 89
94
-0.08 0.06
- 0.04
- -0.02
0.02 0.04
0.06 0.08
0.1
1995 1996
1997 1998
1999 2000
2001 2002
2003 2004
2005 2006
541 statistically significant 10
Figure 5: Results of the multiple linear regression analysis reclassification of available- after 1999
Coefficient t-value
Intercept -8.958
-0.825
LV 35.136
2.903
PBR 4.38
1.305
D1 19.151
2.563
D2
5.951 1.067
YD1 -1.449
-0.38
Adjusted R
2
0.049 -
Number of Samples
315 -
statistically significant 5, statistically significant 1
Figure 6: Results of the multiple linear regression analysis reclassification of available- after 2005
Coefficient t-value
Intercept -1.924
-0.192
LV 32.851
2.747
PBR 3.687
1.111
D1 17.974
2.434
D2 7.866
3.394
YD2 -15.474
-2.788
Adjusted R
2
0.072 -
Number of Samples 315
- statistically significant 5, statistically
significant 1
Degrees of freedom
- 69
71 t-value
- 1.029
1.736
542
Figure 7: Results of the multiple linear regression analysis reclassification of other comprehensive income
Coefficient t-value
Intercept
-5.611 -0.477
LV 42.479
3.062
PBR 2.975
1.877
D1 21.185
2.486
D2 3.313
0.536
YD2 -14.665
-2.428
Adjusted R
2
0.077 -
Number of Samples 322
- statistically significant 10, statistically significant 5, statistically
significant 1 References:
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, ASB, October 1992. Burgstahler, D., I. Dichev
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―Earning Management During Import Relief Investigations,‖ Journal of Accounting Research
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―Cherry Picking Financial Quality, and Comprehensive Income Reporting Choices: The Case of Property-Liability Insurers,
‖ SSRN, April 2004. Financial Reporting and How to Extend to Them,‖ Journal of Accounting Economics Vol.21, 1996.
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543
THE EFFECT OF CORPORATE NAME CHANGES ON THE EARNINGS MANAGEMENT IN KOREA
Soon Suk Yoon
79
, Min Kyong Park
80
Abstract
Recently, corporate name changes by loss-reporting firms are increasing among the KOSDAQ market firms.
We first examine the current trend of and reasons for corporate name changes. Second, we examine empirically whether name change firms are associated with
particular patterns of discretionary accruals. We divide the reasons for corporate name changes into cosmetic change, industry change, and largest stockholder
change to examine whether there are differences in earnings management practices. From a sample of 401 name change firms over the period of 2004 to 2008, we find
that bad operating performance is followed by corporate name changes. Many of the firms changing their names are plagued by embezzlements or financial fraud by
management. Also many of the firms changing corporate names are administrative issues in the KOSDAQ market. Some firms change their names following major
structural changes like industry change, CEO change or largest stockholder change. We find that name changes are negatively related with discretionary accruals,
particularly when they change names due to accumulated losses. Our study adds to the literature in the sense that it is the first attempt to examine the
characteristics of firms changing their names and to investigate the impact of corporate name changes on discretionary accruals.
Keywords: corporate name change, loss-reporting firms, earnings management.
79
Professor, Chonnam National University E-mail: yoonsschonnam.ac.kr
80
Ph.D. Candidate,, Chonnam National University E-mail: cake9hanmail.net
544