ABSTRACT Based on the tax incentives policy enacted by Vietnamese Government in the year 2004, this paper applies Difference in Difference method and compares the debt- equity ratio of t
Trang 1UNIVERSITY OF ECONOMICS ERASMUS UNIVERSITY ROTTERDAM
VIETNAM THE NETHERLANDS
VIETNAM – THE NETHERLANDS PROGRAMME FOR M.A IN DEVELOPMENT ECONOMICS
CORPORATE INCOME TAXES AND FIRMS’ FINANCING DECISIONS: THE CASE OF VIETNAMESE TAX INCENTIVES
BY
PHAM NGUYEN QUANG HOA
MASTER OF ARTS IN DEVELOPMENT ECONOMICS
Trang 2
VIETNAM THE NETHERLANDS
VIETNAM – THE NETHERLANDS PROGRAMME FOR M.A IN DEVELOPMENT ECONOMICS
CORPORATE INCOME TAXES AND FIRMS’ FINANCING DECISIONS: THE CASE OF VIETNAMESE TAX INCENTIVES
A thesis is submitted in partial fulfilment of the requirement for the degree of
MASTER OF ARTS IN DEVELOPMENT ECONOMICS
BY
PHAM NGUYEN QUANG HOA
ACADEMIC SUPERVISOR
Prof Dr NGUYEN TRONG HOAI
HO CHI MINH CITY, December 2017
Trang 3CERTIFICATION
This is to certify that this thesis entitled “Taxes and Corporate Financial Decisions: The Case of Vietnamese Tax Incentives”, which is submitted by me in fulfillment of the requirements for the degree of Master of Art in Development Economics to Viet Nam – The Netherlands Programme (VNP) To the best of my knowledge, my thesis does not infringe on anyone’s copyright nor violate any proprietary rights and that any ideas, techniques, quotation, or any other material from the work of other researchers in my thesis, published or otherwise, are fully acknowledge in accordance with the standard referencing practices
PHAM NGUYEN QUANG HOA
Trang 4of this thesis
I also would like to thank my co-supervisor Dr Truong Dang Thuy for his enthusiastic support, availability and constructive suggestion, which help me overcome the challenge and high-pressured situation during the time of research
I would like to express my gratitude to all lecturers of the Vietnam- Netherlands Program who have provided an interesting lesson to build my economic knowledge during this program Besides, completing this work would have been difficult if it is not supported by my best friends I am indebted to them for their help Moreover, I wish to thank all my friends who are in VNP 21 who share unforgettable memories in this program
Finally, there are also words of deep gratitude for my family who support and encourage me when I implement my postgraduate studies
Pham Nguyen Quang Hoa
December, 2017
Trang 5ABSTRACT
Based on the tax incentives policy enacted by Vietnamese Government in the year 2004, this paper applies Difference in Difference method and compares the debt- equity ratio of treatment and un-treatment (control) companies before and after this policy to determine the impact of corporate taxes’ change on firm’s capital structure The treatment group is state enterprises and otherwise is control group The data is collected in the period from 2001 to 2007, therein data related
to the period 2001- 2003 is pre-treatment data and those in the period 2004-2007
is post- treatment date Similar to prior capital’s literature, the empirical results expose that that taxation actually has impact on leverage The measured impact is approximately -4.1 percentage point, meaning that with the introduction of incentive tax policy, the debt ratio of companies reduces more than 4 percentage point The evidences also indicate that the large companies absorb the effect of tax change more than Small and Medium Enterprises and also are high significant level
Trang 6LIST OF TABLES
Table 1: Variables’ definitions and measurement 23
Table 2: Descriptive Statistics and Means Differences for the period 2001-2007 28
Table 3: Descriptive Statistics and Means Differences for the year 2003 29
Table 4: Impact of Taxation on Company’s Capital Structure 34
Table 5: Small and Medium Enterprises versus Large Companies 36
Trang 7LIST OF FIGURES
Figure 1: The mechanism of the relationship between taxes change and financial
structure 18
Figure 12: The difference between two groups after exogenous event 22
Figure 3: Common trend over time Figure 3- Panel A: Leverage 30
Figure 3- Panel B: Assets 30
Figure 3- Panel C: Labor 46
Figure 3- Panel D: Liquidity Ratio 46
Figure 3- Panel E: Investment 47
Figure 3- Panel F: Tangibility 47
Figure 3- Panel G: Profitability 48
Figure 3- Panel H: ROE 48
Figure 3- Panel I: Profit Margin 49
Figure 3- Panel K: Inventories Turnover 49
Figure 4- Bivariate Analysis Figure 4- Panel A: Leverage- Assets 50
Figure 4- Panel B: Leverage- Labor 51
Figure 4- Panel C: Leverage- Liquidity Ratio 52
Figure 4- Panel D: Leverage- Investment 53
Figure 4- Panel E: Leverage- Tangibility 54
Figure 4- Panel F: Leverage- Profitability 55
Figure 4- Panel G: Leverage- ROE 56
Figure 4- Panel H: Leverage- Profit Margin 57
Figure 4- Panel I: Leverage- Inventories Turnover 58
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Trang 8LIST OF APPENDICES
ANNPENDIX A1: FIXED EFFECT TEST 59 ANNPENDIX A2: RANDOM EFFECT TEST 60 ANNPENDIX A3: HAUSMAN TEST 61
Trang 9CONTENS
CHAPTER 1 INTRODUCTION 10
1.1 Problem statement 10
1.2 Research objectives 12
1.3 Organization of the study 12
CHAPTER 2 LITERATURE REVIEW 14
2.1 Tax changes 14
2.1.1 Tax changes are observed over a long period 14
2.1.2 Tax change is considered as an exogenous event 15
2.2 Measurements of capital structure and several elements have impact on capital structure 17
2.2.1 Measurements of cC apital structure 17
2.2.2 The impact of several elements on capital structure 18
2.3 Two main methodologies and empirical results regarding the effect of tax changes on capital structure’s decision in prior researches 21
2.3.1 Two main methodologies in prior researches 21
2.3.2 Empirical results in prior researches’ summary 22
2.4 Chapter remark 24
CHAPTER 3: DATA AND METHODOLOGY 27
3.1 Data source 27
3.2 Empirical model 28
CHAPTER 4: RESULTS AND DISCUSSION 34
4.1 Descriptive statistics 34
4.2 Bivariate analysis 36
4.3 Regression results 42
4.3.1 Impact of Corporate Tax Incentives on firms’ capital structure 42
4.3.2 Impact on Small and Medium Enterprises versus Large Companies 45
4.3.3 Discussion of research results 47
CHAPTER 5: CONCLUSION AND POLICY IMPLICATIONS 50
5.1 Conclusion 50
5.2 Policy implications 51
5.3 Limitation of the study 52
REFERENCES 54
ANNPENDIX 72
Trang 10CHAPTER 1 INTRODUCTION 1.1 Problem statement
If a business has used debt in its capital structure and the amount of the debt within the permitted level that the lenders cannot demand a higher interest rate, it will take advantage from the debt tax shield Since the cost of lending (proxied
by interest) is deducted before calculating taxable profits, reduce profits, thereby, reduces the corporation tax of income that businesses must pay Some studies found the empirical evidences to support that taxes do effect on capital structure However, it exists not less debates around this theory From the very first days of capital theories, Modigliani and Miller (1958), Miller (1977) and DeAngelo and Masulis (1980) desired to measure the impact of debt tax shield on corporate financial decisions They found the evidences suggesting that the more companies use debt to finance business, the more their own capital structures change related to tax benefit To the recent papers (Panier, Perez-Gonzales, and Villanueva, 2012; Princen, 2012; Faccio, Xu, 2015; …), these authors supply empirical results that tax benefit from debt tax shield effects firms’ leverage Princen (2012) used Difference in Difference model for the period 2001- 2007 to present that an equal tax treatment between debt and equity encouraging companies to use 2-7 percent less debt than a traditional tax system Panier, Perez-Gonzales and Villanueva (2012) approached in another aspect that is the equity ratio (the ratio between equity value and total assets) and showed the equity ratio of Belgium firms substantially rising from 32.6 percent in 2004 and
2005 to 34.2 percent in two following years In this case, 2004 is the year the tax reform had been valid
Vietnamese corporate tax rules can be considered as a traditional tax system (Graham, 2003) Companies are taxed on their profits (the business income less the costs to generate that income) Those business that related costs included in the interest paid as return to the creditors Since these interest expenses reduces taxation income (tax deductibility) However, the returns to shareholders or
Trang 11dividends are included in the taxable base and are taxed On November 16th
2004, Vietnamese government enacted the Decree No.187/2004/NĐ-CP
regarding to “Transferring state enterprises to joint stock companies” There was
a preferential tax policy (corporate tax) applied for state enterprises performing equitization Particularly, according to Term 1, Article 36 of this Decree, after- equitization enterprises are entitled to the incentives exactly like new business establishment according to the current Vietnamese law which is the Decree No.164/2003/NĐ-CP valid on December 22nd 2003 regarding “Detailed
regulations on the implementation of corporate income tax law” Whereby, the
income corporate tax ratio for business establishments was 28 percent (Term 1, Article 9) and preferential tax ratio applied for new business establishments was 10-20 percent depending on geographical areas and industry fields (Term 33) Hence, the income corporate tax ratio for state enterprises performing equitization was reduce 08-18 percent after the introduction of Decree No.187/2004/NĐ-CP Several forms of equitization that companies might conduct including: firstly, maintaining the current state capital and issuing more firms’ shares; secondly, selling a part of state capital and associated with issuing more firms’ shares; thirdly, selling all state capital and associated with issuing more firms’ shares On February 14th 2007, the Decree No 24/2007/NĐ-CP
(from the Term 2, Article 46) regarding “Detailed regulations on the
implementation of corporate income tax law” had rejected the tax incentives for
state enterprises transferring joint stock companies as ruled in the Term 1, Article
36 of Decree No 187/2004/NĐ-CP Therefore, the joint stock companies that had been established from equitization state enterprises before the expired date of the Decree No 24/2007/NĐ-CP expired, continued to take advantage from tax incentives for the remained time By the other word, the state enterprises transferring joint stock companies established after February 14th 2007 could not have benefit from tax intensives
Trang 12This study develops a model to investigate the impact of this tax reform on Vietnamese firms’ leverage The empirical results from this model display that further to preferential tax rates, companies reduce their own leverage Difference
in Difference identification strategy is used to compare the leverages of two groups, therein state enterprises are determined the treated group and the remaining companies play the control group The period of time from 2001 to
2007 is divided into two stages, the sample related to the period 2001 to 2003 belongs to the pre-treatment data and those in the period 2004- 2007 is the post-treatment data
Deriving from the controversy surrounding the effect of tax changes on firms’ capital structures and an ideal historical event in Vietnam as mentioned above, this study desires to answer these questions following: First, does it exist the relationship between preferential tax policy and corporate financing decisions and if it does exist, is it a positive or negative relationship? Second, does the Large Companies or Small and Medium Enterprises (SMEs) adjust their own leverage ratios more to the tax changes?
1.2 Research objectives
There are two crucial research objectives of this study
Firstly, investigating the effects of preferential tax policytax changes on companies’ capital structures
Secondly, determining which type of companies respond their own financial decisions to tax changes more, among Large Companies and SMEs
1.3 Organization of the study
The remainder of this study is organized as follows In chapter 2, I review several previous researches including the main approaches to define the tax changes; several measurements of capital structure and listing some different elements that have impact on capital structure’s decision; briefly describing two popular methodologies applied in regressions and accentuating the empirical results
Trang 13regarding the effect of tax changes on capital structure’s decision Chapter 3 is research methodology and data This chapter discusses the identification strategy and establishes empirical specification Chapter 4 reports the main regression results and Chapter 5 concludes the discussions
Trang 14CHAPTER 2 LITERATURE REVIEW
This chapter includes four sections which will follow the introduction from this chapter mentioned above Firstly, I summarize two main approaches that previous researchers applied to define the tax changes Secondly, I desire to list several different the measurements of leverage ratios or debt ratios (proxied for the capital structure) Not only the tax changes but also abundant elements were found in previous literatures that have impact on capital structure’s decision and they are also listed in this part Thirdly, I list two popular methodologies applied
in regressions including Ordinary Least Square (OLS) and Difference in Difference (DID) I also accentuate the empirical results regarding the effect of tax changes on capital structure’s decision that I observe in prior researches The final part of this section is chapter remark
2.1 Tax changes
Tax changes or tax reforms play the independent variable in the causality between them and capital structure To measure the impact of tax changes on firms’ capital structures, there are properly two main approaches being applied in various previous studies Firstly, tax changes over a long period of time in a particular country or area are observed to examine whether if there is any correlation with firms’ capital structures Secondly, tax changes or tax reforms are considered an exogenous event and the companies’ financial decisions are researched before and after a tax reform in a particular country
2.1.1 Tax changes are observed over a long period
A considerable contribution about this approach can be mentioned is belonged to Faccio and Xu (2015) They noticed that there are 84 changes in corporate tax rates and 298 changes in personal tax rates among OECD countries from 1981 to
2009 There are three benefits from using of a multitude of shifts in statutory tax rates, both at the corporate and at the personal level, particurlarly,confirming the impact of tax changes on financial decision of firms throughout the time- series
Trang 15proofs , thus, reducing the risk of a spurious result; solving the problems arising from personal taxes apart appraise the influence of diverse kinds of taxes on firms’ leverage; and taking advantages from the number of tax changes within long period of time causes increasing the quality of data and the reliance of empirical results
In the year 2015, in attempt to illustrate that taxes are an important determinant
of capital structure choice of firms, Heider and Alexander based on 121 changes
in state’s corporate income tax rates across US states, including tax increases and tax cuts over the period 1989- 2011 to point out several empirical analyses have been implemented to contribute these arguments Exactly 16 years ago from the foregoing authors, Roger and Lee (1999) who were the pioneers in that kind of research inferred the degree to which firms of different sizes do change their financial structures in response to tax incentives, based on the abundant changes
in tax structures and small corporations face much lower marginal tax rates than larger firms in a long period of time from 1954 to 1995 Tax changes mostly take their actual values in the empirical models of these studies
2.1.2 Tax change is considered as an exogenous event
There was a tax reform that was adopted in the year 2006 by Belgian Government called Notional Interest Deduction (NID) Belgium firms and foreign firms permanently established in Belgium are allowed to deduct a notional return of their book value of equity This reduction is the 10-year Belgian government bond rate in average of the year (t- 2), It is limited with maximum value at 0.5 percent and cannot vary more than 1 percentage point annually This tax regime leads to a reduction in tax discrimination between debt and equity This tax reform in Belgium in 2006 seems to be an ideal exogenous event for abundant authors developing their researches Not only Panier, Perez-Gonzales and Villanueva (2012) but also Katrien, Cauwenberge and Christiaens (2012) applied this event However, each research has different samples from each other For example, the samples of Panier et al are Belgian companies while
Trang 16Katrien et al focused on small and medium entrepreneurs In addition, one another author- Princen (2012) also accessed directly this event under a tittle- Allowance for Corporate Equity (ACE) which is similar to Notional interest deduction (NID)- an equity tax relief This tax system attributes a similar tax deductibility to the return on equity as the generally implemented deductibility for interest expenses of debt As such, tax neutrality between two main sources of finance is ensured and corporate taxation no longer favors debt over equity
In 2013, Lin and Flannery based on the 2003 tax cut named The Jobs and Growth Tax Relief Reconciliation Act (JGTRRA) in US for checking how taxes can influence on firms’ leverage Regarding this tax reform, there are the declines in dividend tax rates (from 38.6 percent in maximum to 15 percent) and capital gains tax rates in long- term (from 20 percent in maximum to 15 percent) applied
to the personal investors This event can be considered as an exogenous event and generates a perfect condition to examine the effect of individual taxation on capital structure’s choices
Returning back to a further past, in 1997- 1998, a tax reform had been implemented in Italy (Staderini, 2001), termed Dual Income Tax (DIT) and taxed interest payment through the New Regional Tax on Value Added (IRAP) Particularly, DIT system taxation which was introduced in 1997 reduced the tax rate of 19 percent to the taxable income representing the opportunity cost of equity (shareholder’s fund) The normal rate of 37 percent is applied to income exceeding cost In 1998, the new tax on business activity was introduced (named IRAP) replacing the prior tax system (ILOR) It based on the value added and had a rate of 4.25 percent, the taxation of profit was reduced from 53.2 percent to 41.25 percent (37+4.25) The new regime reduced being in favor of debt in firms’ behavior
More than two decades ago, there was an extremely legendary tax reform in US
1986 that inspired to the scientific communication to implement the workouts regarding to the relationship between taxes and financial structures’ companies
Trang 17This is The Tax Reform Act 1986 (TRA) in US that changed the tax regime which lowered the corporate tax rate (reducing the value of tax shields to firms) and cut personal tax rates (Givoly, Hayn, Ofer, and Sarig, 1992) According to Gordon and Jeffrey (1991), this action seemed to be the most extensive change in the US tax law since the World War II To the beginning, the maximum tax rate was cut from 46 percentage in 1986 to 40 percentage in 1987 and 34 percentage
in 1988 and thereafter This rate was now applied to income over $75.000, instead of $100.000 Tax changes in the empirical models of these studies are commonly proxied by a dummy variable which takes value one for the period after tax change and zero for otherwise
2.2 Measurements of capital structure and several elements have impact
on capital structure
2.2.1 easurements of cC apital structure
Capital structure is proxied by firm’s leverage ratios or debt ratios Leverage ratios are the influent factors in the causality between taxes changes and capital structures There are abundant measurements of leverage ratios according to every scientist’ss points of views
In the initial period when the question whether taxes affect corporate financing decisions had been raised, firm’s debt ratio is calculated as sum of annual book value of long term debt divided by sum of long-term debt and the market value of equity (Bradley, Jarrell and Kim, 1984) This formula had been applied in a variety of afterward analysis, typically, Givoly, Hayn, Ofer, and Sarig (1992) with a research regarding to The Tax Reform Act 1986 (TRA)
Several arguments appeared from which value is suitable for calculation and whether lead to exact results, book value or market value It seems to be a difficult issue caused the different angles in scientific communication and the samples’ characteristics that they collected However, book value with some advantages including the ability to effortlessly exploit from financial statements
Trang 18is usually favored Roger and Lee (1999); Staderini (2001); Katrien,
Cauwenberge and Christiaens (2011); Princen (2012) and Lin and Flannery
(2013) also measured leverage equals the average book debt over average book
assets The combination between book value and market value had been defined
to improve the robustness as can be seen in the analysis of Frank and Goyal
(2009) with a variety of ratios like total debt over market value of assets, total
debt over book value of assets, long-term debt over market value of assets and
long-term debt over book value of assets; or the contribution of Heider and
Ljungqvist (2015) consisting of long- term book leverage, total book leverage
and long-term market leverage with similar formulas A remarkable feature that
could be noticed is a different calculation for leverages as the value of equity
divided total assets instead of contrary as usual It can be seen in studies of
Panier, Perez-Gonzales and Villanueva (2012) and Schepens (2016)
2.2.2 The impact of several elements on capital structure
Besides the purpose related to determine the main relationship between tax
changes es and firms’ leverage, several independent variables have been added in
the regressions according to capital structure literatures
Firm size please give a subtitle for each element that you would like to
consider
Firm size
The most popular factors that are easily observed are is firm size (usually
measured by logarithm of total assets) Firm size in this regression has a positive
relationship with leverage, which would reflect the stable cash flows of bigger
firms and they seem to use more debt to maximize the benefit from tax shields
(Marsh, 1982) Studies of Schepens (2016), Lin and Flannery (2013), Princen
(2011) also show the similar effect Gorden and Lee in a research in 1999
inferred the degree to which firms of different sizes do change their financial
structures in response to tax incentives The empirical results denote that taxes
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Trang 19have strong effect on debt levels In particular, taxes have large effect on leverage
of smallest and largest firms and much less effect on intermediate firms
Firm size?Labor
Labor (number of employees) is also a factor seem to have negative impact on
capital structure Serfling (2013) found that firms lower their debt financing when
they confront higher labor costs One of the reasons might be higher employee
costs also lead to higher financial distress cost Therefore, firms tend to induce
their leverage ratios
Liquidity ratio
Liquidity ratio that usually calculated by total assets value excluding inventories
dividing total debt has negative effect on leverage That means the more liquid
assets firms have, the less they use debt to finance their operation Titman, S and
Wessels (1988) supposed firm with low liquidity might have high bankruptcy
cost when they fall into the financial distress that can happen with too high
leverage ratio Hence, liquidity is expected to have a negative impact on debt
ratio
Investment
Another pretty significant factor can be counted here is the investment value that
calculated by the differential fixed assets value between this year and the
previous year It can be a negative relationship between investment value and
firms’ leverage because with the high value of investment, firms’ managers tend
to deduct protective activities regarding the leverage ratio They fear of facing
financial distress associated with invested opportunities Hence, lowering debt in
capital structure might be their choices It has been applied in Princen (2012);
Klemm and Parys (2011); Frank and Goyal (2009); Chirinko and Wilson (2008)
Tangibility
Tangibility equals to tangible assets (net property, plant, and equipment) divided
by total assets that usually has the negative impacts on leverage One of a reason
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Trang 20to explain is the deductible expenses after tax from depreciation may have
stronger influence than debt financing (Princen, 2012)
Profitability
Profitability (Ratio of earnings before interests, taxes, depreciation and
amortization (EBITDA) to book value of total assets) appears in a mass of studies
of Schepens (2016), Lin and Flannery (2013), Princen (2011), Katrien,
Cauwenberge and Christiaens (2011), Frank and Goyal (2009), etc According to
Rajan and Zingales (1995), causes companies tend to have a favor of using
retaining earning for profitability target, leverage may have the negative
correlation with profitability
ROE
ROE (Return on Equity) is calculated by net income (earning before tax) returned
as a percentage of shareholders’ equity usually has the positive effect on
leverage, it refers that the more the return on equity firms possess, the more they
tend to increase their leverage The similar effect can be seen in studies of Lin,
and Flannery (2013), Princen (2011), etc
Profit margin
Profit margin is the ratio of net income (earning before tax) to total sales It
frequently has negative impact on firms’ leverage ratio which might be explained
by profitable firms tend to finance their operating activities by retained earning
rather than debt (Yogendraraja and Thanabalasingam, 2011) This regression can
be defined in studies of Princen (2012), Schepens (2016), etc
Inventories turnover
Inventories turnover (measured by inventories value divided total sales) and
capital structure tend to interact with each other, since material and cash flow
managements are two basic factors of businesses According to Hu, Li and Sobel
(2011), capital creates material and cash reverse comes from turnover (sales of
commodities) Hence, this circulation generates the interaction between
operational decisions (including inventories management) and financial decision
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Trang 21Inventories turnover is decided to add in this study’s regression to control the
impact of operational activities on firms’ leverage
Net operating loss
Net operating loss (NOL) indicates the “negative profit” for tax purposes as can
be called tax losses carryforward which can reduces companies’ tax expense for
the next financial year This element appears in the research of Princen (2012)
and has the negative impact on firms’ leverage In this study’s regression, NOL is
a dummy variable, takes the value one if the company is loss- making and zero in
other case
Macro- economic indicators
In addition, some macro- economic indicators have been frequently added in the
regressions to control macro- economic conditions including inflation proxied by
the annual percentage of inflation in consumer prices as measured by the World
Bank and GDP Growth is the annual percentage of GDP per capita growth as
measured by this same institution (Princen, 2012) In a contribution of Gajurel
(2006), this author indicated that there is a negative relationship between GDP
growth and short- term debt ratio but a positive relation with long- term debt
ratio Furthermore, Gajurel also show the consistent empirical results regarding
the relationship between inflation and short- term, long- term debt ratio
2.3 Two main methodologies and empirical results regarding the effect of
tax changes on capital structure’s decision in prior researches
2.3.1 Two main methodologies in prior researches
A common methodology to examine the impact of tax changes on capital
structure is Ordinary Least Square (OLS) Suppose that there is causality between
the cause and the effect (a change in X leads to a change in Y), they are taxes
changes and firms’ leverage in this case It can be seen in the researches related
to taxes change over a long period of time (Faccio and Xu, 2015; Phan, 2011)
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Trang 22Another methodology that can be seen in variety of analyses regarding researching the companies’ financial decisions before and after tax reform in a particular country is Difference in Difference (DID) In this case, tax reform (or tax change) plays the exogenous event that may be represented by a dummy variable, takes value one for the period of time after tax reform and zero value for the period of time before tax reform Commonly, tax reform only affects a certain group of enterprises that can be seen as treatment group Companies that are not affected play as un-treatment or control group, so there is an underlying difference between these groups The impact of tax policy may be evaluated from the different leverage ratios of two groups before and after tax reform This methodology is applied in series of prior researches such as Panier, Perez-Gonzales and Villanueva (2013); Princen (2012) and Kestens, Cauwenberge and Christiaens (2012)
2.3.2 Empirical results in prior researches’ summary
Most of previous researches seem to have several similar results that tax
changeses do have effects on firms’ financial leverage However, the specific impacts are not consistent, some studies represent the positive relationship besides that others show the negative correlation between tax changes and firms’ leverage
Studies represent positive relationships:
A study of Heider and Ljungqvist in 2015 also proved taxes are an important determinant of capital structure choice of firms Over the period 1989- 2011, there are 121 changes in state’s corporate income tax rates across US states, including tax increases and tax cuts, the authors applied DID approach to examine the effect of changes in state’s corporate income tax rates on firms’ leverage Data in this research consists of all US companies from 1989- 2011 The group of firms experiencing a tax change in their home state is treated firms and others not subject to a tax change in their home state are control group, for
Trang 23comparison Specifically, they found that firms increase long-term leverage in response to the increase in tax rates, and beside that, they remain their leverages when tax rates fall
In a contribution in 2013, Lin and Flannery compared companies’ leverages in
2002 and 2004 after a US tax decline in 2003 to examine the impact of personal taxes on firms’ debt ratio With the application of DID method, they found that a company that the last owner was a person decreased its book leverage value approximately 5 percentage points compared to the average value of the whole sample (19.9 percent) in 2002 in respond to the tax change This empirical result stated obviously that the individual taxation reduces firm leverage
There is a series of analysis paying attention on tax reform event in 2006 in Belgium and they virtually have similar results that Belgium companies’ leverage significantly responds to changing tax incentives, particularly, corporations are
no longer favors using debt over equity in their capital structures so they decrease their financial leverage (Panier, Perez-Gonzales and Villanueva, 2013; Princen,
2012 and Kestens, Cauwenberge and Christiaens, 2012)
Likewise, Staderini (2001) verified the role of tax changes on corporation financial structure, in this case the tax changes are tax reform in 1997-98 (reducing the tax rates) Data is collected in the period of time 1992- 1998 and divided into 2 groups: Firms posse the requirements required by law to use the DIT tax system (group 1) and another one The empirical results show that firms reduced their leverages as the response to tax changes
Driving from the Tax Reform Act of 1986 in US, Givoly, Hayn, Ofer, and Sarig (1992) and Gordon and Mackie-Mason (1991) found that the association between leverage and corporate tax rates is positive and provide various incentives to increase debt finance Furthermore, there is a substitution effect debt and non- debt tax shields and personal tax rates affect firm’s leverage
Studies represent negative relationships
Trang 24Schepens (2016) investigated the impact of tax on the capital structure decisions
of financial institutions by applied DID approach Based on a tax reform was introduced in Belgium in 2006, this author collects the data of Belgium banks (treatment group) and European banks (control group) between 2003- 2007 The period 2006- 2007 is post treatment His first crucial finding is that tax shields have a significant impact on bank capital structure decisions, particularly, increasing the equity ratio The second result is the impact of the change in tax treatment is driven by an increase in bank equity and not by a reduction of activities
Studies represent both positive and negative relationships
Faccio and Xu in a research the year 2015 based on the changes in corporate tax rates and personal tax rates among OECD countries from 1981 to 2009 (184 and
298 changes, respectively) to test the effect of tax changes on firms’ financial decision This study indicated that capital structure choices are affected by both corporate and individual taxes: there is a positive relationship between corporate taxes and there is a negative relationship between personal dividend taxes and firms’ leverage in contrary
Phan (2011) investigated the impact of income tax regime on capital structures of Vietnamese listed firms in the period from the year 2005 to June 2010 By applied the OLS method and the samples including 219 listed firms in Ho Chi Minh Stock Exchange (HOSE), the empirical results indicated that personal income taxes have significantly negative influence on Vietnamese debt ratios and there is a positive relationship between corporate income taxes and both long and short- term debt ratios in the year 2008
2.4 Chapter remark
In this study’s background, Vietnamese tax reform in the year 2004 is a suitable
to research the difference between firms’ financial decisions before and after this event by using DID methodology This tax reform is a preferential tax policy or
Trang 25tax incentives Particularly, the income corporation tax rates for businesses had
been 28 percent before tax reform, and after that they decreased to 10 – 18
percent applied for state enterprises performing equitization The state enterprises
might play the role as the treatment group and the remaining companies which
are not affected by this tax policy is the control group The year 2004 is the time
this tax reform was valid, so the period of time before 2004 is the time
pre-treatment and after 2004 is the time post-pre-treatment Figure 1 below briefly
describes the mechanism of the relationship between tax changes and financial
structure. Please draw a map for your conceptual framework which tell us your
key relationship together with your controlled elements already discuss in this
chapter
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Trang 26Figure 1 : The mechanism of the relationship between taxes change and
financial structure
CAPITAL STRUCTURE
+Debt ratio/leverage + Equity ratio
Firm's characteristics
(number of employees) Balance sheet
Firm size, Liquidity ratio, Investment and Tangibility
Income statement
Profitability, ROE, Profit margin, Inventories turnover Net Operating Loss
Macroeconomic factors
Iinflation and GPD growth
Tax changes
+ Exogenous
evenr (DID)
+ Changing over
long time (OLS)
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Trang 27CHAPTER 3: DATA AND METHODOLOGY
Introduce this chapter by a short paragraph like the previous chapter In this
chapter, I present the data source applied in this research regarding describing the
data collection in details and how to classifyselect data accordingly
Furthermore, Differences in Differences (DID) method is clearly described to
investigate the impact of tax changes on capital structure in Vietnam Several
estimations are also used including Fixed Effect, Random Effect and Hausman
test
3.1 Data source
Annual financial data used in this study are collected from the survey of
Vietnamese Small and Medium Enterprises (SMEs) in 2013 which is
implemented by Center Institute Economic Management (CIEM) The quality of
Vietnamese firms’ data is likely high due to this data set was recommended by
the prestigious professors and pre-graduate students of VNP- a project combined
between the International Institute of Social Studies belongs to Erasmus
Rotterdam University and The University of Economics in Ho Chi Minh city
(UEH) from 1994
The database contains data for approximate 135,000 companies from the year
2001 to 2007 which gathers all types of enterprises and their annual financial
information Tax new regime was enacted by Vietnamese government on
November 16th 2004 and invalid on February 14th 2007, therefore, the data
related to the 4 years period from 2004 to 2007 are the post- treatment data As
constructing a relatively balanced panel data, sample is also selected from the
period 2001- 2003 which are the pre-treatment data Cause the objects effected
by the tax reform were state companies who were implementing equitization
procedure, those be state companies in the end of the year 2003 are considered
the treatment group and the rest of sample is classified the control companies or
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Trang 28un-treatment group According to the previous arguments, the enterprises which operate in the real estate industry, financial institutions such as banks, insurance companies should be omitted from the sample due to their different financial characteristics from those active in the industrial segment Eliminating observations possessing the ratio of book value of fixed assets or book value of total debts over total assets is more than 100 percent or less than 0 percent is applied to control the results not driven by the outliers Observations with missing data overtime are also removed After satisfying these selection requirements, the sample includes 230 unique firms for treatment group and 680 firms for control group and there are seven observations each company The causal relationship between capital structures and tax regime which is measured
in this empirical analysis also demands several control variables regarding to firms’ financial indices Working with diversifying financial statements of various types of companies, book values should be adopted to construct variables (both control and dependent ones) Along the way, macroeconomic factors are utilized in the regression to ensure the impact of these exogenous shocks not distort the empirical results The most common elements that may be remarked in capital structure literature (Princen, 2012) are Inflation and GDP growth Inflation is the annual percentage of inflation in consumer prices and GDP growth is the annual percentage of GDP per capita growth They are all assembled from the institution World Bank (WB)
3.2 Empirical model
As mentioned above in the part 3 of Literature Review section, one One of the popular approaches to measure the impact of tax reform on capital structure that I mentioned in the part 3 of Literature Review section is Difference in Difference (DID) Similar to the researches of Princen (2012) or Panier, Perez-Gonzales and Villanueva (2013) …, I define that tax change in the year 2004 in Vietnam is an exogenous event, the firm’s leverage ratio could be seen as a function of tax- related factor Simultaneously, dividing sample into two groups: treatment group
Trang 29(the state enterprises which be affected by tax reform) and control group comprising from the rest of sample which are not state companies can compare the years before and after the adoption of the tax reform for both groups by applied DID Therefore, in this study I estimate the effect of tax reform by using DID methodology with the equation (1) below:
𝑌𝑖𝑡= 𝛼 + 𝛾𝑆𝐸𝑖+ 𝜆𝑇𝑡+ 𝛿𝑋𝑖𝑡+ 𝜌𝑇𝐴𝑋𝑖𝑡+ 𝑠𝑖𝑡(1)
Where:
+ 𝑌𝑖𝑡 (Financial leverage): the ratio of financial debt (long- term debt and loans)
to total assets (Rajan and Zingales (1995)) of company i in year t
+ 𝑆𝐸𝑖 (State Enterprise) be a fixed effect dummy (equal to one if a state enterprise (the treatment group), equal to zero if a non-state enterprise (the un-treatment group),
+ 𝑇𝑡 (or Time) be a fixed year effect dummy (equal to one if after the tax reform (2004-2007), equal to zero if before the tax reform (2001-2003)
+ 𝑇𝐴𝑋𝑖𝑡 (proxied for SEi * Tt) is a dummy variable, takes one if the observation
is a state company and if it is done after the tax reform, zero otherwise
+ γ are time-invariant firm effects, λ are firm-invariant time effects The coefficient ρ captures the variation in the outcome of interest of the treated group (relative to the control group) in the years after the tax reform (relative to the years before the tax reform) Hence, it measures the marginal difference between the pre-and post-period with respect to the introduction of tax changes and determines the economic importance of this difference γ is expected to negative and significant Figure 2 demonstrates visually the difference between two groups after exogenous event
There is an obstacle that should be concerned in this empirical strategy While determining tax reform is an evident exogenous event, other contemporary combination events may significantly distort results In particular, if these events
Trang 30characteristics vary around the adoption of the change of tax regime, γ could be biased This issue is handled partly because the firm leverages of state enterprises (treatment group) are tested relatively to those of un-state enterprises (control group) Two groups are obviously exposed to industry and external shocks similar
Trang 31C counterfactual
B Control
Figure 12 : The difference between two groups after exogenous event
+ According to the previous capital structure researches, several individual control variables (𝑋𝑖𝑡) should be applied in the model Beside the abundant financial indices of firms, a few factors such as inflation index and GDP growth ratio are also included in the regression to control the macroeconomic shocks
These indicators have their own values corresponding to each year in the period
of time of data Some main covariates of the model are detailed as Table 1 follows:
Trang 32Table 1: Variables’ definitions and measurements
Unit
Expected impact on leverage
Positive
Labor The number of labor People Negative
Liquidity ratio (Total assets- Inventories)/
Debt
Negative
Investment
(Fixed asset of the current year
- Fixed asset of the previous year)/ Fixed asset of the previous year
Negative
Tangibility
Book value of tangible fixed assets over Book value of total assets
Negative
Profitability
Ratio of earnings before interests, taxes, depreciation and amortization (EBITDA) to book value of total assets
Profit margin Net income (earning before
tax)/ total sales
Negative
Trang 33Negative
Inflation The annual percentage of
inflation in consumer prices Percentage
Positive/Negative
GDP growth The annual percentage of GDP
per capita growth Percentage
Positive/Negative
Fixed effect (FE) and Random effect (RE) are also applied in the regressions to controls for all time-invariant differences between the control variables, therefore, the estimated coefficients of the FE and RE models cannot be biased because of omitted time-invariant characteristics Hausman Test is also put into practice to decide which model is preferred
Trang 34CHAPTER 4: RESULTS AND DISCUSSION
This section includes four parts The first is descriptive statistics of variables The
second describes briefly the bivariate analysis Two main regression results are
presented in part 3 and the last one discusses about those empirical results
4.1 Descriptive statistics
The descriptive statistics for all firms are presented in Table 2 This table reports
means, standard deviations, the maximum and minimum value for all the
variables applied in the regression Data from the treatment group, control group
and the whole sample are showed in columns I, II and III respectively
Table 2 compares the characteristics of the treatment and the control companies
for the whole period (2001- 2007) and shows the differences in mean values
between two groups for their profile balance sheets and profitable indices
According to profile information, the treatment group seems to have obviously
more employees than the control one (468 comparing to 58) As can be seen
from the balance sheet part, there are several significant differences between both
groups Particularly, the average value of assets is approximately 126 billion
dong and 42 billion dong for treatment and un-treatment group respectively It
can be explained easily cause as mentioned above, the treatment group is the
collection of the state enterprises in Vietnam which frequently posse larger scale
than private ones The measurements also indicate that the leverage of treated
firms (62 percent) is slightly larger than the leverage of control group (54
percent) As to the profit and loss account, the companies belonging to the
un-treatment group are more profitable than the treated ones This can be proved by
the differences between the profitable indices of both groups, they are all larger
for the control companies
With the structure similar to Table 2, Table 3 also presents the summary statistics
for all companies in both groups for the year 2003 This is the year prior to the
changes of tax regime valid As can be observed, the differences between two
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Trang 35groups for the whole period and the year 2003 have parallels in relevant aspects
As regard to the profile characteristics, companies in treated group seem to have considerably more number of employees than the ones in un-treatment group (875 versus 58) Likewise, Table 3 highlights the consistent differences in value
of assets between both groups for the whole period and the year 2003 In the year
2003, the state enterprises (treatment group) tend to have larger asset than the other ones (105 billion dong and 13 billion dong, respectively) In addition, without surprising, the leverage of treatment firms is larger than control firms (62 percent and 54percent, respectively) Table 3 also provides suggestive evidence that firms in control group are more productive than treated ones, particularly, they all posse better profitable indices
According to previous section, the difference in difference method is applied in the regression of this study Therefore, graphical analysis is also used to determine the annual common trend of leverage Figure 23, Panel A displays the average value of leverages’ evolution of both groups for the time period from
2001 to 2007 Furthermore, this figure also shows the visualization of the remaining control factors used in this analysis (Figure 23- Panel B to I) As can
be seen from the chart, the average leverage of treatment and control groups before the year 2004 that the tax reform introduced follow a familiar increasing gradually trend From the year 2004 on, the leverage of two groups have the opposite tendencies which are upward regarding to treatment group and downward for control one This may subsidize the empirical evidence in order to demonstrate the impact of preferential tax policy on Vietnamese companies’ capital structures Focusing on the next year after treatment time (year 2005) in Figure 23, beyond leverage, the value of assets also has different change between two groups: increasing more strongly related to treatment group after the year
2004 (Panel B) The reason might come from the forms that state enterprises performed equitization as mentioned above such as issuing more firms’ shares
Trang 364.2 Bivariate analysis
As one of an initial test before examining the impact of tax changes, bivariate analysis is used to determine the empirical relationships between leverage (dependent variable) and several control regressors (control variables) and to what extent these two variables are able to change simultaneously Since both dependent and control variables in this study are numerical, the scatter plot may
be applied popularly Figure 3 4 shows the scatterplots of leverage against control factors seamlessly Generally, the majority of scatterplots graphs have random distributions
Trang 37Table 2: Descriptive Statistics and Means Differences for the period 2001-2007