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THE UNIVERSITY OF DA NANG
UNIVERSITY OF ECONOMICS
-----------

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EARNINGS MANAGEMENT TO AVOID
EARNINGS DECREASES OR LOSSES OF
COMPANIES LISTED ON VIETNAM’S
STOCK MARKET
MAJOR: ACCOUNTING
Major No: 62340301
DOCTORAL THESIS
IN ECONOMICS
(A SUMMARY)
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Da Nang, 2022
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This thesis has been completed at University
of Economics, The University of Da Nang
Supervisor:
Examiner 1:
......................................................................................................
Examiner 2:
......................................................................................................
Examiner 3:
......................................................................................................
The thesis was orally defended at the Examining Committee
Major: Accounting
Time: ....................
Venue: University of Economics -The University of Danang
This thesis is available for the purpose of reference at:
- National Library of Viet Nam
- The Information Resources Center, The University of Da Nang
- Education Department, The University of Da Nang
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FOREWORD
1. The necessity of the research
Earnings management (EM) is often associated with a certain
motive of managers such as: increasing bonuses for individual
managers, minimizing political attention, increasing stock prices,
avoiding company losses or reduced earnings, ... From a financial
perspective, it can be said that EM to avoid earnings decreases or
losses is a permanent motive in managers' minds. Managers are
always under enormous pressure from the number of earnings that
businesses will announce to the market.
In the world, there are some specific studies on EM to avoid
earnings decreases or losses such as the studies of Burgstahler and
Dichev (1997), Holland and Ramsay (2003), Suda and Shuto (2005),
Schøler (2005), Degiannakis et al (2019), ... In Vietnam, there is
hardly any specific study to prove the existence of EM to avoid
earnings decreases or losses on an accrual basis.
Earnings information is extremely important information, it has a
great impact on other financial indexes of the unit and has a direct effect
on the stock price and the stock returns. In Vietnam, the shareholders of
Vien Dong Pharmaceutical JSC almost lost their money after this
company went bankrupt. Therefore, EM to avoid earnings decreases or
losses is often aimed at increasing the stock returns. In the world, there
are a few studies on the effects of EM on the stock returns such as:
Cotten (2005), Nuryaman (2013), Sayari et al. (2013), Oduma (2015), ...
In Vietnam, Duong Nguyen Hung (2017) also analyzed the impact of
EM on the stock returns of food companies listed on the Vietnam’s
stock market. However, at present, there are
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no studies to analyze the effects of EM to avoid earnings decreases
or losses on the stock returns.
Stems from the importance of EM to avoid earnings decreases or
losses as well as the effects of this behavior on stock returns. After a
period of research, the author chose the topic: “Earnings
management to avoid earnings decreases or losses of companies
listed on Vietnam’s stock market” as my doctoral thesis.
2. Research objective
This study is conducted to clarify EM to avoid earnings decreases
or losses and the effects of this issue in the context of listed
companies in Vietnam. From there, it is possible to draw policy
implications and useful suggestions for relevant actors in the
economy. To accomplish this objective, the thesis aims to implement
specific research objectives as follows:
Firstly, proving the existence of EM to avoid earnings decreases
or losses of companies listed on Vietnam's stock market.
Secondly, analyzing the factors affecting EM to avoid earnings
decreases or losses of companies listed on Vietnam's stock market.
Thirdly, analyzing the impact of EM to avoid earnings decreases
or losses on the stock returns of companies listed on Vietnam's stock
market.
3. Research subject and scope
3.1. Research subject
The research object of the thesis is EM to avoid earnings decreases
or losses of companies listed on the Vietnam stock market, factors
affecting the level of EM to avoid earnings decreases or losses and the
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impact of EM to avoid earnings decreases or losses on the stock
returns of companies listed on Vietnam's stock market.
3.2 Research scope
- In terms of space: The scope of the study in terms of space is
that companies listed on the Vietnam stock market perform EM to
avoid earnings decreases or losses.
- In terms of time: The scope of the study in terms of time is the
data collected in the period from 2006 to 2016.
- In terms of content: The scope of the research content of the
thesis includes how to identify EM to avoid earnings decreases or
losses, factors affecting EM to avoid losses and the effect of EM to
avoid losses on the stock returns.
4. Research methodology
The main research method of the thesis is the quantitative
method, in which two focus methods are Empirical Distribution
Approach (EDA) and Discretionary Accruals Approach (DAA).
EDA is used to demonstrate the existence of EM to avoid earnings
decreases or losses and the effect of discretionary accruals (DA) on
EM to avoid earnings decreases or losses by plotting the empirical
distribution of the variables and assessing the continuity of the chart,
especially at the intervals around the zero value of the variables.
DAA is used in conjunction with the panel data regression models to
analyze the factors affecting EM to avoid earnings decreases or
losses as well as analyze the effects of EM to avoid earnings
decreases or losses to stock returns.
5. Research contribution
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The academic contributions: (1), the thesis has proven in Vietnam
that there exists EM to avoid losses, but no EM to avoid earnings
decreases and DA that affect EM to avoid losses. At the same time,
EM to avoid losses of managers will increase stock returns; (2), The
thesis focuses on profit management analysis of companies to avoid
losses; (3) In Vietnam, there are two main motives, the signal motive
and the capital market motive; (4); the positive accounting theory
and agency theory can explain EM to avoid losses of companies
listed on Vietnam's stock market. Signal theory can explain the effect
of EM to avoid losses on stock returns.
Practical contributions: (1), Legislative bodies, policy makers must
have a vision when building a system of legal documents; (2), Subjects
with direct related interests should objectively evaluate the listed
companies' capabilities, strengthen their internal strengths; (3) The listed
company itself should focus on perfecting the management apparatus of
the unit, applying advanced governance models, improving
competitiveness, and applying technological achievements.
6. Thesis structure
The structure of the thesis includes: Foreword; Chapter 1:
Theoretical basis of EM; Chapter 2: Literature of EM and research
orientation of the thesis; Chapter 3: Identifying EM to avoid earnings
decreases or losses of companies listed on the Vietnam’s stock market;
Chapter 4: Factors affecting EM to avoid losses of companies listed on
Vietnam's stock market; Chapter 5: Impact of EM to avoid losses on
stock returns of companies listed on Vietnam’s stock market; Chapter 6:
Policy implications and Recommendations.
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CHAPTER 1: THEORETICAL BASIS OF
EARNINGS MANAGEMENT
1.1. The definition of earnings management
According to Davidson et al (1987), managing earnings is “the
process of taking deliberate steps within the constraints of generally
accepted accounting principles to bring about a desired level of
reported earnings.”.
Schipper (1989) defined managing earnings is “a purposeful
intervention in the external financial reporting process, with the
intent of obtaining some private gain (as opposed to say, merely
facilitating the neutral operation of the process).” ... “A minor
extension of this definition would encompass “real” EM,
accomplished by timing investment or financing decisions to alter
reported earnings or some subset of it.”.
According to Healy and Wahlen (1999): “Earnings management
occurs when managers use judgment in financial reporting and in
structuring transactions to alter financial reports to either mislead
some stakeholders about the underlying economic performance of
the company or to influence contractual outcomes that depend on
reported accounting numbers.”.
And EM has been defined by Dechow and Skinner (2000) as
follows: “the intentional, deliberate, misstatement or omission of
material facts, or accounting data, which is misleading, and when
considered with all the information made available, would cause the
reader to change or alter his or her judgment or decision”.
The thesis would like to define EM to avoid earnings decreases or
losses as follows: “Earnings management to avoid earnings decreases
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or losses is the behavior that occurs when managers change their
accounting policies and estimates and influence actual transactions to
increase earnings in excess of losses will have to report for the
current year or exceed reported earnings for the previous year.”.
1.2. The motive of earnings management
The EM motives are frequently studied by different researchers,
mainly Healy and Wahlen (1999). In that study (Healy and Wahlen,
1999), they mainly give four incentives for managers to perform EM:
capital market, contract, compliance with government regulations
and signal motives.
1.3. The ways managers perform earnings management
1.3.1. Managing earnings through the application of accounting
methods
There exist many different forms and techniques to implement
EM which have been known as: the technique of "income
smoothing", the technique of "take a big bath" (or "big bath".
accounting), the technique of the recognition of revenue, the “cookie
jar reserves” technique, and the change in accounting policies and
estimates in the unit.
1.3.2. Managing earnings through intervention in real transactions
Managers will use the following three ways to perform real EM:
First, increase revenue by offering discounts or loosening credit lines
and payment deadlines for customer; Second, cut down on
discretionary costs such as research and development costs, selling
costs, business management,…; Third, perform overproduction to
reduce the cost per unit of product, thereby reducing costs and
increasing earnings.
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1.4. Theories related to earnings management
1.4.1. Positive accounting theory
The positive accounting theory was developed by Watts and
Zimmerman (1986), trying to explain and predict accounting
practice. The positive accounting theory includes three important
hypotheses: the bonus plan hypothesis, the debt to equity hypothesis
and the political cost hypothesis. These three hypotheses are used to
explain and predict whether an organization supports or opposes a
particular accounting method.
1.4.2. Agency theory
Agency theory was developed by Jensen and Meckling in 1976
and applied by academics in the fields of finance, accounting,...
Accordingly, in economic organizations, there exist relationships as well
as conflicts between managers and owners (shareholders); between
owners (shareholders) and lenders (creditors) because each party always
expects to maximize its benefits. The agency theory holds that
administrators will act opportunistically to maximize their interests.
Therefore, the interests of shareholders are at odds with the interests of
managers. Therefore, organizations will try to put in place mechanisms
to reconcile the interests of managers and shareholders.
1.4.3. Signal theory
Signal theory holds that firm managers always use financial or
non-financial information as a useful tool to fire signals to markets
and investors (Ross, 1977). Signal theory is often tied to a manager's
signal motive when doing EM. Subramanyam (1996) argues that the
company always wants to present better financial position in its
financial statements or in the financial information disclosure tables.
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1.4.4. Asymmetric information theory
This theory says that information asymmetry is a state where there is
no balance in information holding between the parties to the transaction.
And normally, business managers always have more information,
especially internal information compared to other subjects participating
in the market such as shareholders, investors, ...
And therefore, managers will have an incentive to implement EM to
achieve a certain goal in each specific context. Those purposes may
be to avoid earnings decreases or losses, bonuses, stock price
adjustment (usually in the direction of upward adjustment), attracting
investors, ...
1.4.5. Transaction cost theory
According to this theory, firms are a specific form of organization
to manage, exchange or "transact" between one party and another
(Coase, 1993). According to Bowen et al. (1995), this theory
assumes that firms with lower profits face higher costs in
transactions with related parties and thus an incentive exists for firms
report higher earnings to avoid earnings decreases or losses.
1.4.6. Prospect theory
Prospect theory was developed by Kahneman and Tversky
(1979). This theory holds that managers always make their decisions
based on a certain reference point instead of an absolute earnings
margin. The expectation theory holds that the greatest benefit occurs
when moving from an absolute or relative loss to a gain.
1.5. Theoretical basis of the relationship between earnings and
stock returns
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Based on the theoretical basis of the relationship between
earnings and stock returns to explain why managers use earnings
management to affect stock returns.
CHAPTER 2: LITERATURE OF EARNINGS MANAGEMENT
2.1. Studies on the identity of earnings management
2.1.1. Studies on the model of earnings management identity Table
2.1: Summary of discretionary accruals models to identify
earnings management
Models
Model of Healy (1985)
NDAit =
TAit
it−1
Model of DeAngelo (1986)
(TAit − TAit−1)
DAit =
it−1
Model of Jones (1991)
TAit
= a1 (
1
) + a2 (
∆REVit
) + a3 (
it
) + εit
it−1
it−1 it−1 it−1
Model of Dechow et al. (1995)
TAit
= a1 (
1
) + a2 (
∆REVit − ∆RECit
) + a3 (
it
) + εit
it−1
it−1 it−1 it−1
Model of Dechow and Dichev (2002)
∆WCit = β0 + β1CFOit – 1 + β2CFOit + β3CFOit + 1 + εit
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Model of Kothari et al. (2005)
TAit
= a1 ( 1 ) + a2 ( ∆REVit − ∆RECit
) + a3 (it
)
it−1 it−1 it−1 it−1
+ a4 (
ROAit
) + εit
it−1
2.1.2. Studies on the identity of earnings management to avoid
earnings decreases or losses
Pioneering the research on EM to avoid earnings decreases or
losses are two authors Burgstahler and Dichev (1997). The authors
observed an unusually low frequency of earnings margins and small
losses, and an unusually high frequency of marginal gains and small
positive earnings (small earnings). Studies in other markets such as
Australia's Holland and Ramsay (2003), Malaysia of Saleh et al.
(2005), Denmark of ShØler (2005), ... all show similar results.
Suda and Shuto (2005) studied EM to avoid earnings decreases or
losses in Japan by more than 20,000 observations in the period from
1990 to 2,000. In this study, the authors provide a model of the
discreationary accruals (DA). The study has provided evidence that
regulators manipulate DA to manage earnings in an upward direction
when the pre-manipulated earnings is either a loss or a decrease.
Degiannakis et al. (2019) excluded DA from the earnings and
change in earnings and build new empirical distribution charts. The
results show that, after excluding DA from earnings and the change
in earnings, the distribution charts no longer (or minimize)
disruptions at zero earnings or zero change in earnings, ie the graphs
are relatively smoothing. From there, the authors conclude that DA
influences EM to avoid earnings decreases or losses.
2.2. Researches on factors affecting earnings management
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2.2.1. Firm size
In the US, Yang and Krishnan (2005) showed a negative
influence of firm size on the level of EM when studying the effects
of audit committee on EM of 250 companies listed from
COMPUSTAT data. Most studies in different economies such as
Park and Shin (2004, Liu and Lu (2007), Zahn and Tower (2004),
Saleh et al. (2007), Bui Van Duong and Ngo Hoang Diep (2017), ...
also have similar conclusions. A few studies show a positive
influence between firm size and EM such as Jeong and Rho (2004),
Soliman and Ragab (2013), Roodposhti and Chashmi (2010), ...
2.2.2. Financial leverage
According to the positive accounting theory, Watts and
Zimmerman (1990) argue that the higher the debt-to-equity ratio, the
more likely a manager will use accounting methods that increase
earnings. Park and Shin (2004) concluded that financial leverage has
a negative effect on DA. Some studies also show similar results as
Jeong and Rho (2004), Soliman and Ragab (2013), Ayemere and
Elijah (2015), Bui Van Duong and Ngo Hoang Diep (2017), ...
2.2.3. Profitability
In accordance with transaction cost theory and prospect theory,
Gulzar and Wang (2011) when analyzing companies in China
showed that the variable profitability has a negative effect on the
variable DA and is the variable with a strong impact strongest. In
Vietnam, Bui Van Duong and Ngo Hoang Diep (2017) concluded
that the ROA has an opposite effect on DA and is also the variable
with the strongest impact (coefficient β = - 0.68).
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In contrast, González and Meca (2014), when analyzing Latin
American companies, conclude about the positive influence of ROA on
DA. Research by Rahman and Ali (2006) in Malaysia and Waweru and
Riro (2013) in Kenya did not show the effect of ROA on EM.
2.2.4. Board size
According to agency theory, the influence of board size on EM will
be in the opposite direction. In the US, Xie et al. (2003) and Ghosh et
al. (2010) concluded that the size of the BOD negatively affects the
degree of EM of the entity. This result is like the studies of Peasnell et
al. (2005), Soliman and Ragab (2013), ... Some studies show the
opposite results such as González and Meca (2014), Kao and Chen
(2004), Jaggi and Leung (2007), Bui Van Duong and Ngo Hoang Diep
(2017).
2.2.5. The independence of the board of directors
According to the agency theory, the more independent members
in the BOD, the more cautious managers will be in operating the
company. In other words, the higher the number of independent
members of the BOD, the smaller the EM level. Xie et al. (2003)
analyzing 282 observations over the three years 1992, 1994, and
1996 showed that the higher the independence of the board, the
lower the EM. Lin and Hwang (2010) in a study synthesizing the
factors affecting EM of 48 previous studies also showed that the
independence of the BOD has an inverse relationship with the
manager's EM. Many other studies also show similar results as Kao
and Chen (2004), Benkel et al (2006), Ghosh et al (2010), Liu and
Lu (2007), Metawee (2013), ...
2.2.6. Duality
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Agency theory is that, when there is a concurrent role between the
chairman of the board of directors and the CEO, it will increase EM.
Soliman and Ragab (2013) have shown that the higher the concurrent
chairman of the board and the CEO, the more EM is encouraged.
Gulzar and Wang (2011) used the Dechow et al. (1995) model to
estimate DA when analyzing 1009 observations in China and showed
a positive relationship between the degree of concurrentness between
the chairman of the board of directors and CEO to DA. Studies in the
Indonesian market by Murhadi (2011) and in India by Rajpal (2012)
also showed similar results.
2.2.7. Concentration ownership
Agency theory holds that when company ownership is less
centralized (i.e. low representativeness) there can be a greater
incentive for managers to manipulate financial figures for their own
personal gain to receive additional bonuses based on earnings.
Therefore, the impact of concentration ownership on DA is in the
opposite direction. Consistent with this argument, Klassen (1997)
reports evidence that firms with a high concentration ownership are
less interested in reporting lower earnings than firms with a low
concentration ownership. Roodposhti and Chashmi (2010), Murhadi
(2011), González and Meca (2014) also showed similar results. The
studies of Waweru and Riro (2013), Ngamchom (2015), Jeong and
Rho (2004) showed opposite results.
2.2.8. Auditing
Because the quality of the audited financial statements is related to
the expertise of the independent auditor. Zahn and Tower (2004) in their
research showed that companies audited by the Big Five reduce
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EM more than other companies. The results of this study are
consistent with the studies of Swastika (2013), Soliman and Ragab
(2014) and González and Meca (2014).
2.3. Researches on the effects of earnings management
2.3.1. Researches on the effects of earnings management on stock
prices, and stock returns
Sayari et al. (2013) measured the effect of DA on stock returns. The
results show a positive effect of DA on stock returns. The studies by
Oduma (2015), Birjandi et al. (2015) and Duong Nguyen Hung (2017)
also showed similar results. Some other studies such as Cotten
(2005), Nuryaman (2013) show the opposite results between DA and
stock returns.
2.3.2. Other studies on the effects of earnings management
Meng (2012) concludes that EM influences conservatism earnings
and that firms engaged in EM that reduce earnings are more
conservative than firms engage in EM to increase earnings.
Bazrafshan et al. (2016) conclude that when the effects of EM are
removed from firm performance estimates, the relationship between
performance and disclosure becomes nonlinear, that implies that the
optimal disclosure is always lower than the maximum.
2.4. Researches on earnings management in Vietnam
In Vietnam, the topic of EM has had many quantitative studies.
Nguyen Cong Phuong and Nguyen Thi Phuong Uyen (2014) showed
that 50 out of 75 companies (2/3 of companies) surveyed had DA
variable greater than 0 of the fiscal year preceding the year of issuance
of additional shares. In this study the authors also conclude that the
adjustment to increase earnings is proportional to the firm size. Bui
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Thi Mai Hoai and Nguyen Thi Tuyet Hoa (2015) conclude that when
enterprises enjoy preferential corporate income tax policy in the
year, profit adjustment will increase corporate income tax payable in
the incentives period to enjoy the most tax incentives. Dang Ngoc
Hung's study (2015) has similar results. Nguyen Anh Hien and Pham
Thanh Trung (2015) showed that the Kothari et al. (2005) model is
the most suitable model to study EM in Vietnam. Ngo Hoang Diep
(2018) shows that companies listed on the Vietnamese stock market
perform EM based on accrual as well as real EM and the level of EM
is high than some regional countries.
2.5. Evaluate research gaps, research orientation and research
process of the thesis
2.5.1. Evaluate research gaps
Firstly, in Vietnam, there is no thorough research on EM to avoid
earnings decreases or losses.
Secondly, up to now, there has been no research focusing on the
factors affecting EM to avoid earnings decreases or losses of listed
companies.
Third, there is no specific study on the effects of EM to avoid
earnings decreases or losses on the stock returns.
2.5.2. Research orientation of the thesis
The research orientation is as follows: (1), Prove the existence of EM
to avoid earnings decreases or losses of companies listed on the stock
market of Vietnam; (2) Analysis of factors affecting EM to avoid
earnings decreases or losses of companies listed on the stock market of
Vietnam; (3), Consider the effect of EM to avoid earnings decreases
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or losses on the stock returns of companies listed on the stock market
of Vietnam.
2.5.3. The research process of the thesis
Step 1: The thesis analyzes and synthesizes the research on EM,
EM to avoid earnings decreases or losses, and EM in Vietnam to
identify research gaps.
Step 2: Prove the existence of EM to avoid earnings decreases or
losses of companies listed on Vietnam's stock market.
Step 3: Building a research model of factors affecting EM to
avoid losses of companies listed on the stock market of Vietnam.
Step 4: Building a model to study the effects of EM to avoid lossse
on stock returns of companies listed on the Vietnamese stock market.
Step 5: The thesis proposes recommendations as well as
implications for policies.
CHAPTER 3: IDENTIFYING EARNINGS MANAGEMENT
TO AVOID EARNINGS DECREASES OR LOSSES OF
COMPANIES LISTED ON THE VIETNAM’S STOCK
MARKET
3.1 The research hypothesis
Ha: There exists EM to avoid earnings decreases of companies
listed on the stock market of Vietnam.
Hb: There exists EM to avoid losses of companies listed on the
Vietnamese stock market.
Hc: DA affect EM to avoid earnings decrease of companies listed
on the Vietnamese stock market (if hypothesis Ha is accepted).
Hd: DA affect EM to avoid losses of companies listed on the
Vietnamese stock market (if hypothesis Hb is accepted).
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3.2. Research model and hypothesis proof method
Fig 3.1: The model to study the existence of earnings
management to avoid earnings decreases or losses
3.3. Measure the variables in the research model
Table 3.1: Measure the variables
Name of variables Measure
Scale in Earnings SE =
it
∑ TAit−1
Scale Change in Earnings SCEit =
( it −it−1)
∑ TAit−2
Pre-Managed in Earnings PMEit = SEit − DAit
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Pre-Managed Change in
Earnings
PM∆Eit = SCEit − DAit
3.4. Research sample
The study sample includes 2,655 observations for SCE and 2,950
observations for SE and 1,946 observations for PME.
3.5. Research results
(1) The thesis has proven that there is EM to avoid losses of
companies listed on the stock market and the level of EM to avoid
losses in Vietnam is common.
(2) The thesis proves that there is no EM to avoid earnings
decreases of companies listed on the stock market of Vietnam.
(3) The thesis has proven that DA has effect on EM to avoid
losses of companies listed on the stock market.
CHAPTER 4: FACTORS AFFECTING EARNINGS
MANAGEMENT TO AVOID LOSSES OF COMPANIES
LISTED ON VIETNAM'S STOCK
MARKET 4.1. The research hypothesis
H1: The larger companies that avoid losses, the greater the level
of EM.
H2: Companies that avoid losses have higher financial leverage,
the greater the level of EM.
H3: Companies that avoid losses have lower profitability, the
higher level of EM.
H4: Companies that avoid losses have the larger board size, the
smaller the level of EM.
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H5: Companies that avoid losses have the higher independence of
the BOD, the lower the level of EM.
H6: The companies to avoid losses exist the model of duality that
will increase EM.
H7: Companies that avoid losses have a higher concentration
ownership, the greater the level of EM.
H8: The Big Four audited loss avoidance firms are lower than the
loss avoidance firms audited by other auditing firms.
4.2. Research methods
4.2.1. Research models
DAit = α + β1CONit-1 + β2LEVit-1 + β3ROAit-1 + β4BOARD_SIZEit +
β5BOARD_INit + β6DUALit + β7FIRM_SIZEit-1 + β8AUDITit + εit. (1)
4.2.2. Measure the variables
DA variable is measured by Kothari et al. (2005).
Table 4.1: Measurement of independent variables
Variables Measure
Ratio of the number of shares of the major
CON shareholder (holding ≥5% of the shares) to the
total number of common shares
ROA
The ratio of profit before tax to total assets at
the end of the year
BOARD_SIZE Number of board members
The ratio of the number of independent non-
BOARD_IN executive members of the BOD to the total
number of members of the BOD
DUAL
Dummy variables:
1 – If there exists a model of duality
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0 – If not
FIRM_SIZE Logarithm of total assets at the end of the year
LEV
The ratio of total liabilities at year end to total
assets at year end
Dummy variables:
AUDIT 1 – If the company is audited by Big Four
0 – If not
4.2.3. Research sample
The sample includes 356 EM observations to avoid losses of
companies listed on the Vietnamese stock market.
4.2.4. Method of estimating research model
The research data is panel data, so the thesis has conducted
verification steps to choose the appropriate regression method
between Pooled OLS, FEM and REM.
4.3. Research results
The research results show that there are 5 out of 8 factors that
affect EM to avoid losses, in which: FIRM_SIZE, BOARD_IN,
AUDIT have opposite effects on DA; LEV and DUAL have a
positive influence on DA.
CHAPTER 5: IMPACT OF EARNINGS MANAGEMENT TO
AVOID LOSSES ON STOCK RETURNS OF COMPANIES
LISTED ON VIETNAM’S STOCK MARKET
5.1. The research hypothesis
H9: Companies avoid losses to a greater extent, the higher the
stock returns.
H10: The larger the size of the loss avoidance firms, the higher the
stock returns.
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H11: The higher the M/B ratio of the firms that avoids losses, the
higher the stock returns.
5.2. Research methods
5.2.1. Research models
SRit = α + β9DAit + β10SIZEit + β11MBit + εit. (2)
5.2.2. Measure the variables
Stock returns is measured by the following formula:
=
( 1
−0
)+1
0
Table 5.1: Measurement of independent variables
Variables Measure
DA Estimation according to Kothari et al. (2005)
SIZE Logarithm of total assets at the end of the year
MB =
×
5.2.3. Research sample
The sample includes 346 EM observations to avoid losses of
companies listed on the Vietnamese stock market.
5.2.4. Method of estimating research model
The research data is panel data, so the thesis has conducted
verification steps to choose the appropriate regression method
between Pooled OLS, FEM and REM.
5.3. Research results
The research results show that EM to avoid losses increases the stock
returns of companies listed on the Vietnamese stock market. In addition,
the MB ratio also has a positive impact and is the factor that has the
strongest impact on the stock returns of companies listed on
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the Vietnamese stock market. In addition, research results show that
firm size does not affect stock returns.
CHAPTER 6: POLICY IMPLICATIONS AND
RECOMMENDATIONS
6.1. Policy implications
For earnings management to avoid earnings decreases or losses
When considering the overall economy, the existence of EM to avoid
losses partly shows that the economy is not operating really effectively,
so there are many companies and company managers who want to solve
temporary difficulties, so they must make adjustments to increase
earnings to avoid losses. Therefore, to increase “real” earnings, listed
companies should focus on increasing sales by improving product
quality, expanding markets, adopting new technologies, and cutting
down on unnecessary expenses. The object most affected by EM to
avoid losses is investors. However, most of them are unprofessional
investors. Therefore, to protect themselves, investors themselves need to
equip themselves with knowledge of financial expertise, skills to
analyze financial statements.
For factors affecting earnings management to avoid earnings
decreases or losses
Firstly, listed companies should apply advanced governance
models for long-term sustainable development.
Secondly, listed companies should choose reputable auditing firms.
Thirdly, managers of listed companies should carefully review and
evaluate loans in which case they are absolutely necessary, what assets
should they invest in, and develop a plan to pay interest and original
match.
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For the impact of earnings management to avoid losses on stock
returns
First, investors should analyze a long-term portfolio, not rely on
temporary fluctuations to evaluate the stock value of that enterprise.
Second, investors need to stay away from public psychology.
6.2. Recommendations
6.2.1. For the Ministry of Finance and state agencies
The first, continue to improve the legal framework for the
Vietnamese Accounting System.
The second, perfecting regulations on information disclosure on
the stock market, especially voluntary information disclosure.
The third, it is necessary to promulgate the Law on Investor
Protection.
The fourth, there should be sanctioning regulations in case the
financial statements before and after the audit have large differences,
especially the change between earnings and loss.
The fifth, enhancing the control of the independent audit
company, increasing sanctions for violations in the audit field.
6.2.2. For independent audit firms
Firstly, to improve the quality of the auditors.
Secondly, attaching much importance to professional ethics and
corporate reputation.
6.2.3. For credit institutions
In order for banks and credit institutions to operate more efficiently
and minimize bad debts, when evaluating the credit of customers to
finance capital, banks and credit institutions should not only focus on
financial statements that need to combine many sources of
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information, especially non-financial information such as: plans for
using loans, reputation of businesses, rate of capital turnover of the
industry, market demand, ...
6.3. The limitations of the thesis and the research orientation in the
future
The thesis still has the following limitations:
Firstly, the data collection time of the thesis is only until 2016.
Secondly, the thesis has not yet analyzed the impact of business
lines on EM to avoid losses.
The future research orientation of the thesis is as follows:
First, analyzing the impact of the business industry on EM to
avoid losses;
Second, EM analysis aims to avoid losses on the basis of real EM;
Third, analysis of EM to avoid losses for state-owned enterprises;

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  • 1. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 THE UNIVERSITY OF DA NANG UNIVERSITY OF ECONOMICS -----------  ----------- EARNINGS MANAGEMENT TO AVOID EARNINGS DECREASES OR LOSSES OF COMPANIES LISTED ON VIETNAM’S STOCK MARKET MAJOR: ACCOUNTING Major No: 62340301 DOCTORAL THESIS IN ECONOMICS (A SUMMARY)
  • 2. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 Da Nang, 2022
  • 3. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 This thesis has been completed at University of Economics, The University of Da Nang Supervisor: Examiner 1: ...................................................................................................... Examiner 2: ...................................................................................................... Examiner 3: ...................................................................................................... The thesis was orally defended at the Examining Committee Major: Accounting Time: .................... Venue: University of Economics -The University of Danang This thesis is available for the purpose of reference at: - National Library of Viet Nam - The Information Resources Center, The University of Da Nang - Education Department, The University of Da Nang
  • 4. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 FOREWORD 1. The necessity of the research Earnings management (EM) is often associated with a certain motive of managers such as: increasing bonuses for individual managers, minimizing political attention, increasing stock prices, avoiding company losses or reduced earnings, ... From a financial perspective, it can be said that EM to avoid earnings decreases or losses is a permanent motive in managers' minds. Managers are always under enormous pressure from the number of earnings that businesses will announce to the market. In the world, there are some specific studies on EM to avoid earnings decreases or losses such as the studies of Burgstahler and Dichev (1997), Holland and Ramsay (2003), Suda and Shuto (2005), Schøler (2005), Degiannakis et al (2019), ... In Vietnam, there is hardly any specific study to prove the existence of EM to avoid earnings decreases or losses on an accrual basis. Earnings information is extremely important information, it has a great impact on other financial indexes of the unit and has a direct effect on the stock price and the stock returns. In Vietnam, the shareholders of Vien Dong Pharmaceutical JSC almost lost their money after this company went bankrupt. Therefore, EM to avoid earnings decreases or losses is often aimed at increasing the stock returns. In the world, there are a few studies on the effects of EM on the stock returns such as: Cotten (2005), Nuryaman (2013), Sayari et al. (2013), Oduma (2015), ... In Vietnam, Duong Nguyen Hung (2017) also analyzed the impact of EM on the stock returns of food companies listed on the Vietnam’s stock market. However, at present, there are
  • 5. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 2 no studies to analyze the effects of EM to avoid earnings decreases or losses on the stock returns. Stems from the importance of EM to avoid earnings decreases or losses as well as the effects of this behavior on stock returns. After a period of research, the author chose the topic: “Earnings management to avoid earnings decreases or losses of companies listed on Vietnam’s stock market” as my doctoral thesis. 2. Research objective This study is conducted to clarify EM to avoid earnings decreases or losses and the effects of this issue in the context of listed companies in Vietnam. From there, it is possible to draw policy implications and useful suggestions for relevant actors in the economy. To accomplish this objective, the thesis aims to implement specific research objectives as follows: Firstly, proving the existence of EM to avoid earnings decreases or losses of companies listed on Vietnam's stock market. Secondly, analyzing the factors affecting EM to avoid earnings decreases or losses of companies listed on Vietnam's stock market. Thirdly, analyzing the impact of EM to avoid earnings decreases or losses on the stock returns of companies listed on Vietnam's stock market. 3. Research subject and scope 3.1. Research subject The research object of the thesis is EM to avoid earnings decreases or losses of companies listed on the Vietnam stock market, factors affecting the level of EM to avoid earnings decreases or losses and the
  • 6. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 3 impact of EM to avoid earnings decreases or losses on the stock returns of companies listed on Vietnam's stock market. 3.2 Research scope - In terms of space: The scope of the study in terms of space is that companies listed on the Vietnam stock market perform EM to avoid earnings decreases or losses. - In terms of time: The scope of the study in terms of time is the data collected in the period from 2006 to 2016. - In terms of content: The scope of the research content of the thesis includes how to identify EM to avoid earnings decreases or losses, factors affecting EM to avoid losses and the effect of EM to avoid losses on the stock returns. 4. Research methodology The main research method of the thesis is the quantitative method, in which two focus methods are Empirical Distribution Approach (EDA) and Discretionary Accruals Approach (DAA). EDA is used to demonstrate the existence of EM to avoid earnings decreases or losses and the effect of discretionary accruals (DA) on EM to avoid earnings decreases or losses by plotting the empirical distribution of the variables and assessing the continuity of the chart, especially at the intervals around the zero value of the variables. DAA is used in conjunction with the panel data regression models to analyze the factors affecting EM to avoid earnings decreases or losses as well as analyze the effects of EM to avoid earnings decreases or losses to stock returns. 5. Research contribution
  • 7. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 4 The academic contributions: (1), the thesis has proven in Vietnam that there exists EM to avoid losses, but no EM to avoid earnings decreases and DA that affect EM to avoid losses. At the same time, EM to avoid losses of managers will increase stock returns; (2), The thesis focuses on profit management analysis of companies to avoid losses; (3) In Vietnam, there are two main motives, the signal motive and the capital market motive; (4); the positive accounting theory and agency theory can explain EM to avoid losses of companies listed on Vietnam's stock market. Signal theory can explain the effect of EM to avoid losses on stock returns. Practical contributions: (1), Legislative bodies, policy makers must have a vision when building a system of legal documents; (2), Subjects with direct related interests should objectively evaluate the listed companies' capabilities, strengthen their internal strengths; (3) The listed company itself should focus on perfecting the management apparatus of the unit, applying advanced governance models, improving competitiveness, and applying technological achievements. 6. Thesis structure The structure of the thesis includes: Foreword; Chapter 1: Theoretical basis of EM; Chapter 2: Literature of EM and research orientation of the thesis; Chapter 3: Identifying EM to avoid earnings decreases or losses of companies listed on the Vietnam’s stock market; Chapter 4: Factors affecting EM to avoid losses of companies listed on Vietnam's stock market; Chapter 5: Impact of EM to avoid losses on stock returns of companies listed on Vietnam’s stock market; Chapter 6: Policy implications and Recommendations.
  • 8. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 5 CHAPTER 1: THEORETICAL BASIS OF EARNINGS MANAGEMENT 1.1. The definition of earnings management According to Davidson et al (1987), managing earnings is “the process of taking deliberate steps within the constraints of generally accepted accounting principles to bring about a desired level of reported earnings.”. Schipper (1989) defined managing earnings is “a purposeful intervention in the external financial reporting process, with the intent of obtaining some private gain (as opposed to say, merely facilitating the neutral operation of the process).” ... “A minor extension of this definition would encompass “real” EM, accomplished by timing investment or financing decisions to alter reported earnings or some subset of it.”. According to Healy and Wahlen (1999): “Earnings management occurs when managers use judgment in financial reporting and in structuring transactions to alter financial reports to either mislead some stakeholders about the underlying economic performance of the company or to influence contractual outcomes that depend on reported accounting numbers.”. And EM has been defined by Dechow and Skinner (2000) as follows: “the intentional, deliberate, misstatement or omission of material facts, or accounting data, which is misleading, and when considered with all the information made available, would cause the reader to change or alter his or her judgment or decision”. The thesis would like to define EM to avoid earnings decreases or losses as follows: “Earnings management to avoid earnings decreases
  • 9. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 6 or losses is the behavior that occurs when managers change their accounting policies and estimates and influence actual transactions to increase earnings in excess of losses will have to report for the current year or exceed reported earnings for the previous year.”. 1.2. The motive of earnings management The EM motives are frequently studied by different researchers, mainly Healy and Wahlen (1999). In that study (Healy and Wahlen, 1999), they mainly give four incentives for managers to perform EM: capital market, contract, compliance with government regulations and signal motives. 1.3. The ways managers perform earnings management 1.3.1. Managing earnings through the application of accounting methods There exist many different forms and techniques to implement EM which have been known as: the technique of "income smoothing", the technique of "take a big bath" (or "big bath". accounting), the technique of the recognition of revenue, the “cookie jar reserves” technique, and the change in accounting policies and estimates in the unit. 1.3.2. Managing earnings through intervention in real transactions Managers will use the following three ways to perform real EM: First, increase revenue by offering discounts or loosening credit lines and payment deadlines for customer; Second, cut down on discretionary costs such as research and development costs, selling costs, business management,…; Third, perform overproduction to reduce the cost per unit of product, thereby reducing costs and increasing earnings.
  • 10. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 7 1.4. Theories related to earnings management 1.4.1. Positive accounting theory The positive accounting theory was developed by Watts and Zimmerman (1986), trying to explain and predict accounting practice. The positive accounting theory includes three important hypotheses: the bonus plan hypothesis, the debt to equity hypothesis and the political cost hypothesis. These three hypotheses are used to explain and predict whether an organization supports or opposes a particular accounting method. 1.4.2. Agency theory Agency theory was developed by Jensen and Meckling in 1976 and applied by academics in the fields of finance, accounting,... Accordingly, in economic organizations, there exist relationships as well as conflicts between managers and owners (shareholders); between owners (shareholders) and lenders (creditors) because each party always expects to maximize its benefits. The agency theory holds that administrators will act opportunistically to maximize their interests. Therefore, the interests of shareholders are at odds with the interests of managers. Therefore, organizations will try to put in place mechanisms to reconcile the interests of managers and shareholders. 1.4.3. Signal theory Signal theory holds that firm managers always use financial or non-financial information as a useful tool to fire signals to markets and investors (Ross, 1977). Signal theory is often tied to a manager's signal motive when doing EM. Subramanyam (1996) argues that the company always wants to present better financial position in its financial statements or in the financial information disclosure tables.
  • 11. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 8 1.4.4. Asymmetric information theory This theory says that information asymmetry is a state where there is no balance in information holding between the parties to the transaction. And normally, business managers always have more information, especially internal information compared to other subjects participating in the market such as shareholders, investors, ... And therefore, managers will have an incentive to implement EM to achieve a certain goal in each specific context. Those purposes may be to avoid earnings decreases or losses, bonuses, stock price adjustment (usually in the direction of upward adjustment), attracting investors, ... 1.4.5. Transaction cost theory According to this theory, firms are a specific form of organization to manage, exchange or "transact" between one party and another (Coase, 1993). According to Bowen et al. (1995), this theory assumes that firms with lower profits face higher costs in transactions with related parties and thus an incentive exists for firms report higher earnings to avoid earnings decreases or losses. 1.4.6. Prospect theory Prospect theory was developed by Kahneman and Tversky (1979). This theory holds that managers always make their decisions based on a certain reference point instead of an absolute earnings margin. The expectation theory holds that the greatest benefit occurs when moving from an absolute or relative loss to a gain. 1.5. Theoretical basis of the relationship between earnings and stock returns
  • 12. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 9 Based on the theoretical basis of the relationship between earnings and stock returns to explain why managers use earnings management to affect stock returns. CHAPTER 2: LITERATURE OF EARNINGS MANAGEMENT 2.1. Studies on the identity of earnings management 2.1.1. Studies on the model of earnings management identity Table 2.1: Summary of discretionary accruals models to identify earnings management Models Model of Healy (1985) NDAit = TAit it−1 Model of DeAngelo (1986) (TAit − TAit−1) DAit = it−1 Model of Jones (1991) TAit = a1 ( 1 ) + a2 ( ∆REVit ) + a3 ( it ) + εit it−1 it−1 it−1 it−1 Model of Dechow et al. (1995) TAit = a1 ( 1 ) + a2 ( ∆REVit − ∆RECit ) + a3 ( it ) + εit it−1 it−1 it−1 it−1 Model of Dechow and Dichev (2002) ∆WCit = β0 + β1CFOit – 1 + β2CFOit + β3CFOit + 1 + εit
  • 13. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 10 Model of Kothari et al. (2005) TAit = a1 ( 1 ) + a2 ( ∆REVit − ∆RECit ) + a3 (it ) it−1 it−1 it−1 it−1 + a4 ( ROAit ) + εit it−1 2.1.2. Studies on the identity of earnings management to avoid earnings decreases or losses Pioneering the research on EM to avoid earnings decreases or losses are two authors Burgstahler and Dichev (1997). The authors observed an unusually low frequency of earnings margins and small losses, and an unusually high frequency of marginal gains and small positive earnings (small earnings). Studies in other markets such as Australia's Holland and Ramsay (2003), Malaysia of Saleh et al. (2005), Denmark of ShØler (2005), ... all show similar results. Suda and Shuto (2005) studied EM to avoid earnings decreases or losses in Japan by more than 20,000 observations in the period from 1990 to 2,000. In this study, the authors provide a model of the discreationary accruals (DA). The study has provided evidence that regulators manipulate DA to manage earnings in an upward direction when the pre-manipulated earnings is either a loss or a decrease. Degiannakis et al. (2019) excluded DA from the earnings and change in earnings and build new empirical distribution charts. The results show that, after excluding DA from earnings and the change in earnings, the distribution charts no longer (or minimize) disruptions at zero earnings or zero change in earnings, ie the graphs are relatively smoothing. From there, the authors conclude that DA influences EM to avoid earnings decreases or losses. 2.2. Researches on factors affecting earnings management
  • 14. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 11 2.2.1. Firm size In the US, Yang and Krishnan (2005) showed a negative influence of firm size on the level of EM when studying the effects of audit committee on EM of 250 companies listed from COMPUSTAT data. Most studies in different economies such as Park and Shin (2004, Liu and Lu (2007), Zahn and Tower (2004), Saleh et al. (2007), Bui Van Duong and Ngo Hoang Diep (2017), ... also have similar conclusions. A few studies show a positive influence between firm size and EM such as Jeong and Rho (2004), Soliman and Ragab (2013), Roodposhti and Chashmi (2010), ... 2.2.2. Financial leverage According to the positive accounting theory, Watts and Zimmerman (1990) argue that the higher the debt-to-equity ratio, the more likely a manager will use accounting methods that increase earnings. Park and Shin (2004) concluded that financial leverage has a negative effect on DA. Some studies also show similar results as Jeong and Rho (2004), Soliman and Ragab (2013), Ayemere and Elijah (2015), Bui Van Duong and Ngo Hoang Diep (2017), ... 2.2.3. Profitability In accordance with transaction cost theory and prospect theory, Gulzar and Wang (2011) when analyzing companies in China showed that the variable profitability has a negative effect on the variable DA and is the variable with a strong impact strongest. In Vietnam, Bui Van Duong and Ngo Hoang Diep (2017) concluded that the ROA has an opposite effect on DA and is also the variable with the strongest impact (coefficient β = - 0.68).
  • 15. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 12 In contrast, González and Meca (2014), when analyzing Latin American companies, conclude about the positive influence of ROA on DA. Research by Rahman and Ali (2006) in Malaysia and Waweru and Riro (2013) in Kenya did not show the effect of ROA on EM. 2.2.4. Board size According to agency theory, the influence of board size on EM will be in the opposite direction. In the US, Xie et al. (2003) and Ghosh et al. (2010) concluded that the size of the BOD negatively affects the degree of EM of the entity. This result is like the studies of Peasnell et al. (2005), Soliman and Ragab (2013), ... Some studies show the opposite results such as González and Meca (2014), Kao and Chen (2004), Jaggi and Leung (2007), Bui Van Duong and Ngo Hoang Diep (2017). 2.2.5. The independence of the board of directors According to the agency theory, the more independent members in the BOD, the more cautious managers will be in operating the company. In other words, the higher the number of independent members of the BOD, the smaller the EM level. Xie et al. (2003) analyzing 282 observations over the three years 1992, 1994, and 1996 showed that the higher the independence of the board, the lower the EM. Lin and Hwang (2010) in a study synthesizing the factors affecting EM of 48 previous studies also showed that the independence of the BOD has an inverse relationship with the manager's EM. Many other studies also show similar results as Kao and Chen (2004), Benkel et al (2006), Ghosh et al (2010), Liu and Lu (2007), Metawee (2013), ... 2.2.6. Duality
  • 16. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 13 Agency theory is that, when there is a concurrent role between the chairman of the board of directors and the CEO, it will increase EM. Soliman and Ragab (2013) have shown that the higher the concurrent chairman of the board and the CEO, the more EM is encouraged. Gulzar and Wang (2011) used the Dechow et al. (1995) model to estimate DA when analyzing 1009 observations in China and showed a positive relationship between the degree of concurrentness between the chairman of the board of directors and CEO to DA. Studies in the Indonesian market by Murhadi (2011) and in India by Rajpal (2012) also showed similar results. 2.2.7. Concentration ownership Agency theory holds that when company ownership is less centralized (i.e. low representativeness) there can be a greater incentive for managers to manipulate financial figures for their own personal gain to receive additional bonuses based on earnings. Therefore, the impact of concentration ownership on DA is in the opposite direction. Consistent with this argument, Klassen (1997) reports evidence that firms with a high concentration ownership are less interested in reporting lower earnings than firms with a low concentration ownership. Roodposhti and Chashmi (2010), Murhadi (2011), González and Meca (2014) also showed similar results. The studies of Waweru and Riro (2013), Ngamchom (2015), Jeong and Rho (2004) showed opposite results. 2.2.8. Auditing Because the quality of the audited financial statements is related to the expertise of the independent auditor. Zahn and Tower (2004) in their research showed that companies audited by the Big Five reduce
  • 17. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 14 EM more than other companies. The results of this study are consistent with the studies of Swastika (2013), Soliman and Ragab (2014) and González and Meca (2014). 2.3. Researches on the effects of earnings management 2.3.1. Researches on the effects of earnings management on stock prices, and stock returns Sayari et al. (2013) measured the effect of DA on stock returns. The results show a positive effect of DA on stock returns. The studies by Oduma (2015), Birjandi et al. (2015) and Duong Nguyen Hung (2017) also showed similar results. Some other studies such as Cotten (2005), Nuryaman (2013) show the opposite results between DA and stock returns. 2.3.2. Other studies on the effects of earnings management Meng (2012) concludes that EM influences conservatism earnings and that firms engaged in EM that reduce earnings are more conservative than firms engage in EM to increase earnings. Bazrafshan et al. (2016) conclude that when the effects of EM are removed from firm performance estimates, the relationship between performance and disclosure becomes nonlinear, that implies that the optimal disclosure is always lower than the maximum. 2.4. Researches on earnings management in Vietnam In Vietnam, the topic of EM has had many quantitative studies. Nguyen Cong Phuong and Nguyen Thi Phuong Uyen (2014) showed that 50 out of 75 companies (2/3 of companies) surveyed had DA variable greater than 0 of the fiscal year preceding the year of issuance of additional shares. In this study the authors also conclude that the adjustment to increase earnings is proportional to the firm size. Bui
  • 18. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 15 Thi Mai Hoai and Nguyen Thi Tuyet Hoa (2015) conclude that when enterprises enjoy preferential corporate income tax policy in the year, profit adjustment will increase corporate income tax payable in the incentives period to enjoy the most tax incentives. Dang Ngoc Hung's study (2015) has similar results. Nguyen Anh Hien and Pham Thanh Trung (2015) showed that the Kothari et al. (2005) model is the most suitable model to study EM in Vietnam. Ngo Hoang Diep (2018) shows that companies listed on the Vietnamese stock market perform EM based on accrual as well as real EM and the level of EM is high than some regional countries. 2.5. Evaluate research gaps, research orientation and research process of the thesis 2.5.1. Evaluate research gaps Firstly, in Vietnam, there is no thorough research on EM to avoid earnings decreases or losses. Secondly, up to now, there has been no research focusing on the factors affecting EM to avoid earnings decreases or losses of listed companies. Third, there is no specific study on the effects of EM to avoid earnings decreases or losses on the stock returns. 2.5.2. Research orientation of the thesis The research orientation is as follows: (1), Prove the existence of EM to avoid earnings decreases or losses of companies listed on the stock market of Vietnam; (2) Analysis of factors affecting EM to avoid earnings decreases or losses of companies listed on the stock market of Vietnam; (3), Consider the effect of EM to avoid earnings decreases
  • 19. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 16 or losses on the stock returns of companies listed on the stock market of Vietnam. 2.5.3. The research process of the thesis Step 1: The thesis analyzes and synthesizes the research on EM, EM to avoid earnings decreases or losses, and EM in Vietnam to identify research gaps. Step 2: Prove the existence of EM to avoid earnings decreases or losses of companies listed on Vietnam's stock market. Step 3: Building a research model of factors affecting EM to avoid losses of companies listed on the stock market of Vietnam. Step 4: Building a model to study the effects of EM to avoid lossse on stock returns of companies listed on the Vietnamese stock market. Step 5: The thesis proposes recommendations as well as implications for policies. CHAPTER 3: IDENTIFYING EARNINGS MANAGEMENT TO AVOID EARNINGS DECREASES OR LOSSES OF COMPANIES LISTED ON THE VIETNAM’S STOCK MARKET 3.1 The research hypothesis Ha: There exists EM to avoid earnings decreases of companies listed on the stock market of Vietnam. Hb: There exists EM to avoid losses of companies listed on the Vietnamese stock market. Hc: DA affect EM to avoid earnings decrease of companies listed on the Vietnamese stock market (if hypothesis Ha is accepted). Hd: DA affect EM to avoid losses of companies listed on the Vietnamese stock market (if hypothesis Hb is accepted).
  • 20. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 17 3.2. Research model and hypothesis proof method Fig 3.1: The model to study the existence of earnings management to avoid earnings decreases or losses 3.3. Measure the variables in the research model Table 3.1: Measure the variables Name of variables Measure Scale in Earnings SE = it ∑ TAit−1 Scale Change in Earnings SCEit = ( it −it−1) ∑ TAit−2 Pre-Managed in Earnings PMEit = SEit − DAit
  • 21. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 18 Pre-Managed Change in Earnings PM∆Eit = SCEit − DAit 3.4. Research sample The study sample includes 2,655 observations for SCE and 2,950 observations for SE and 1,946 observations for PME. 3.5. Research results (1) The thesis has proven that there is EM to avoid losses of companies listed on the stock market and the level of EM to avoid losses in Vietnam is common. (2) The thesis proves that there is no EM to avoid earnings decreases of companies listed on the stock market of Vietnam. (3) The thesis has proven that DA has effect on EM to avoid losses of companies listed on the stock market. CHAPTER 4: FACTORS AFFECTING EARNINGS MANAGEMENT TO AVOID LOSSES OF COMPANIES LISTED ON VIETNAM'S STOCK MARKET 4.1. The research hypothesis H1: The larger companies that avoid losses, the greater the level of EM. H2: Companies that avoid losses have higher financial leverage, the greater the level of EM. H3: Companies that avoid losses have lower profitability, the higher level of EM. H4: Companies that avoid losses have the larger board size, the smaller the level of EM.
  • 22. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 19 H5: Companies that avoid losses have the higher independence of the BOD, the lower the level of EM. H6: The companies to avoid losses exist the model of duality that will increase EM. H7: Companies that avoid losses have a higher concentration ownership, the greater the level of EM. H8: The Big Four audited loss avoidance firms are lower than the loss avoidance firms audited by other auditing firms. 4.2. Research methods 4.2.1. Research models DAit = α + β1CONit-1 + β2LEVit-1 + β3ROAit-1 + β4BOARD_SIZEit + β5BOARD_INit + β6DUALit + β7FIRM_SIZEit-1 + β8AUDITit + εit. (1) 4.2.2. Measure the variables DA variable is measured by Kothari et al. (2005). Table 4.1: Measurement of independent variables Variables Measure Ratio of the number of shares of the major CON shareholder (holding ≥5% of the shares) to the total number of common shares ROA The ratio of profit before tax to total assets at the end of the year BOARD_SIZE Number of board members The ratio of the number of independent non- BOARD_IN executive members of the BOD to the total number of members of the BOD DUAL Dummy variables: 1 – If there exists a model of duality
  • 23. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 20 0 – If not FIRM_SIZE Logarithm of total assets at the end of the year LEV The ratio of total liabilities at year end to total assets at year end Dummy variables: AUDIT 1 – If the company is audited by Big Four 0 – If not 4.2.3. Research sample The sample includes 356 EM observations to avoid losses of companies listed on the Vietnamese stock market. 4.2.4. Method of estimating research model The research data is panel data, so the thesis has conducted verification steps to choose the appropriate regression method between Pooled OLS, FEM and REM. 4.3. Research results The research results show that there are 5 out of 8 factors that affect EM to avoid losses, in which: FIRM_SIZE, BOARD_IN, AUDIT have opposite effects on DA; LEV and DUAL have a positive influence on DA. CHAPTER 5: IMPACT OF EARNINGS MANAGEMENT TO AVOID LOSSES ON STOCK RETURNS OF COMPANIES LISTED ON VIETNAM’S STOCK MARKET 5.1. The research hypothesis H9: Companies avoid losses to a greater extent, the higher the stock returns. H10: The larger the size of the loss avoidance firms, the higher the stock returns.
  • 24. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 21 H11: The higher the M/B ratio of the firms that avoids losses, the higher the stock returns. 5.2. Research methods 5.2.1. Research models SRit = α + β9DAit + β10SIZEit + β11MBit + εit. (2) 5.2.2. Measure the variables Stock returns is measured by the following formula: = ( 1 −0 )+1 0 Table 5.1: Measurement of independent variables Variables Measure DA Estimation according to Kothari et al. (2005) SIZE Logarithm of total assets at the end of the year MB = × 5.2.3. Research sample The sample includes 346 EM observations to avoid losses of companies listed on the Vietnamese stock market. 5.2.4. Method of estimating research model The research data is panel data, so the thesis has conducted verification steps to choose the appropriate regression method between Pooled OLS, FEM and REM. 5.3. Research results The research results show that EM to avoid losses increases the stock returns of companies listed on the Vietnamese stock market. In addition, the MB ratio also has a positive impact and is the factor that has the strongest impact on the stock returns of companies listed on
  • 25. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 22 the Vietnamese stock market. In addition, research results show that firm size does not affect stock returns. CHAPTER 6: POLICY IMPLICATIONS AND RECOMMENDATIONS 6.1. Policy implications For earnings management to avoid earnings decreases or losses When considering the overall economy, the existence of EM to avoid losses partly shows that the economy is not operating really effectively, so there are many companies and company managers who want to solve temporary difficulties, so they must make adjustments to increase earnings to avoid losses. Therefore, to increase “real” earnings, listed companies should focus on increasing sales by improving product quality, expanding markets, adopting new technologies, and cutting down on unnecessary expenses. The object most affected by EM to avoid losses is investors. However, most of them are unprofessional investors. Therefore, to protect themselves, investors themselves need to equip themselves with knowledge of financial expertise, skills to analyze financial statements. For factors affecting earnings management to avoid earnings decreases or losses Firstly, listed companies should apply advanced governance models for long-term sustainable development. Secondly, listed companies should choose reputable auditing firms. Thirdly, managers of listed companies should carefully review and evaluate loans in which case they are absolutely necessary, what assets should they invest in, and develop a plan to pay interest and original match.
  • 26. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 23 For the impact of earnings management to avoid losses on stock returns First, investors should analyze a long-term portfolio, not rely on temporary fluctuations to evaluate the stock value of that enterprise. Second, investors need to stay away from public psychology. 6.2. Recommendations 6.2.1. For the Ministry of Finance and state agencies The first, continue to improve the legal framework for the Vietnamese Accounting System. The second, perfecting regulations on information disclosure on the stock market, especially voluntary information disclosure. The third, it is necessary to promulgate the Law on Investor Protection. The fourth, there should be sanctioning regulations in case the financial statements before and after the audit have large differences, especially the change between earnings and loss. The fifth, enhancing the control of the independent audit company, increasing sanctions for violations in the audit field. 6.2.2. For independent audit firms Firstly, to improve the quality of the auditors. Secondly, attaching much importance to professional ethics and corporate reputation. 6.2.3. For credit institutions In order for banks and credit institutions to operate more efficiently and minimize bad debts, when evaluating the credit of customers to finance capital, banks and credit institutions should not only focus on financial statements that need to combine many sources of
  • 27. Viết đề tài giá sinh viên – ZALO: 0917.193.864 - VIETKHOALUAN.COM Tải tài liệu tại kết bạn zalo : 0917.193.864 24 information, especially non-financial information such as: plans for using loans, reputation of businesses, rate of capital turnover of the industry, market demand, ... 6.3. The limitations of the thesis and the research orientation in the future The thesis still has the following limitations: Firstly, the data collection time of the thesis is only until 2016. Secondly, the thesis has not yet analyzed the impact of business lines on EM to avoid losses. The future research orientation of the thesis is as follows: First, analyzing the impact of the business industry on EM to avoid losses; Second, EM analysis aims to avoid losses on the basis of real EM; Third, analysis of EM to avoid losses for state-owned enterprises;