CAPITAL STRUCTURE, FIRM SIZE AND PROFITABILITY INFLUENCE ON COMPANY
VALUE WITH MANAGERIAL OWNERSHIP AS MODERATION VARIABLES
Ikhwan Ari Wibowo*, Dwi Asih Suryadari
Faculty of Economics and Business, Universitas
Mercubuana, Indonesia
e-mail: [email protected]*
Article
Information |
|
ABSTRACT |
Received:
December 07, 2022 Revised:
December 18, 2022 Approved: December 27, 2022 Online: January 06, 2022 |
|
The results
of this study look for the relationship between the influence of managerial
ownership as a moderating variable between the independent variables, namely
capital structure, firm size and profitability on the dependent variable,
namely firm value. Population in manufacturing companies listed on the IDX in
2015-2020. The method of selecting the sample by purposive sampling is 65
companies and the number of observations is 390 units of observation. This
study uses panel data regression analysis. In the goodness of fit analysis
test the results have an effect together and the t parameter test results
that have a positive effect on firm value are capital structure and
profitability. While that has a negative effect on the value of the company
is the size of the company. The existence of a moderating variable, namely
managerial ownership in the relationship between capital structure and firm
value has a positive effect, firm size has no effect on firm value and
profitability has a negative effect on firm value. |
Keywords |
|
|
Capital
Structure, Firm Size, Profitability, Managerial Ownership, Firm Value |
|
INTRODUCTION
Firm value is an investor's assessment of the stock
price of a company. The higher the value of the stock price, the higher the
company value. Investors to invest in shares are interested in companies where
the company's performance is high to add value to the company (Ayu & Sumadi,
2019).
Figure
1. Development of IDX Registered JCI for the 2015 - 2020 period
Source: Data processed from the 2020 Statistics Center Report
Figure 1 explains that the development has decreased. This decrease
will result in the value of manufacturing companies decreasing so that
investors and lenders do not invest in the company. Of course, it will have an
impact on hampered production turnover so that the company will experience
bankruptcy. The emergence of a conflict of interest called the agency problem
between the first agent or called management and the principal or called the
owner of the company in the process of maximizing the value of the company. The
management is contrary to the company's main goal, namely increasing the value
of the company and prioritizing the welfare of the company owner because their
own interests take precedence. This behavior will result in additional costs
for the company. Agency conflicts can be reduced if a supervisory mechanism is
implemented by aligning conflicts of interest. Because of this, agency costs
arise or are called agency costs. The value of agency costs can be minimized by
the management owning shares of the company (Dewi & Abundanti, 2019).
According
to the Ministry of Industry, manufacturing companies are an important
sub-sector in the National GDP during the 2014–2019 period, contributing an
average of 20% to the National GDP. The growth of the manufacturing sector
according to BPS data from 2015-2018 is below 5% of National GDP growth. This
contradicts the growth target and economic structure of the 2015-2019 Medium
Term Development Plan (RPJM) with an average growth of 7.4%. On the other hand,
the Performance Report of the Ministry of Industry realized the investment
value for the 2015 - semester I 2019 period increased and managed to record an
investment value of Rp. 1173.5 trillion. The increase in the realized value of
the investment will result in an increase in the company's profit. Increased
company value will affect stock prices and investors will want to invest their
investment in trusted companies. The impact of this will affect the increase in
a country's economy and national income. Seeing the importance of firm value
and the many influencing factors including the following: capital structure, firm
size, profitability and managerial ownership.
Capital
structure is related to corporate debt, many companies do not use large amounts
of debt. The higher the amount of debt will make the company go bankrupt.
Companies with a small amount of debt, the risk of bankruptcy is low. Investors
are interested in investing in stocks and the high demand for shares will make
the company's value high as well (Hanafi
et al, 2016:309). Research result Kusumawati & Rosady (2018), Dahar et al., (2019), and
Sudiyatno et al., (2020) that
capital structure has a significant and positive effect on firm value.
Furthermore, according to Mayangsari (2018), Elisabet & Mulyani (2019) and
Kusumastuti et al., (2019) capital structure has no effect on company value.
Firm
size is based on the calculation of the total assets the company has. The size
of the company means the number of assets is large. Opportunities for large
companies to obtain funding come from internal and external sources due to easy
access to the capital market (Ardiana & Chabachib, 2018).
Based on research findings from Tondok et al (2019), Sudiaytno et al (2020) and Shaleh & Kurniasih (2021) states that firm size has a
significant and positive effect on firm value. Based on the findings of Astuti et al (2019), Dahar et al (2019) and Surjandari et al (2019) states that the size of the
company has no effect on the value of the company.
Profitability in the company as the ability to earn profit
from the sale of the company, total assets and own capital. The
better the profitability growth, of course, the profit will increase and the
price value of the shares will increase. So that the condition of the company
that will come in the eyes of investors will be assessed as getting better (Sartono, 2016). Based on
research findings from Dahar et al (2019), Setyawati (2019) and Sudiyatno et al
(2020) stated that profitability has a significant and positive influence on
company value. Based on research findings from Dama & Tulung (2017), Astuti
et al (2019) and Shaleh & Kurniasih (2021) stated that profitability has no
effect on company value.
Firm value can be influenced in addition to
fundamental factors, namely technical factors that can affect stock returns. Ayako & Wamalwa
(2015) mention that these technical factors as intangible
asset variables. One of the technical factors that investors consider when
investing is the company's shareholding structure. According to Sartono (2012)
that managerial ownership is management which has a number of shares of all
share capital in the company. In practice, there is still an agency conflict
between the first party, namely management and the second party, namely the
shareholders. The emergence of agency conflicts due to the lack of a share of
the total share ownership of managers of 100%. So that the first party will
tend to prioritize personal interests rather than being oriented towards the
company's main goals (Kusumastuti et al 2019).
Framework For
Thinking and Hypotheses
a) Effect
of capital structure on firm value
Hanafi
(2016) states that in the trade-off theory regarding capital structure, there
are actually several things that prevent companies from using a lot of debt.
One of the most important things is the higher the debt, the higher the
bankruptcy rate of the company. According to Atmaja (2008: 259) states that a
good capital structure for a company is able to balance the benefits of using
debt with agency and bankruptcy costs. In this way each additional debt
increases the value of the company. Previous studies that support the
establishment of the first hypothesis in this study are: Kusumawati &
Rosady (2018), Dahar et al (2019), Tondok et al (2019) and Sudiyatno et al (2020)
concluded that capital structure has a significant and positive effect on firm
value.
H1 = Capital structure has a positive effect on firm value
b) Effect
of firm size on firm value
The
size of the company according to Dewi and Wirajaya (2013) explains that the
larger the size of a company, the easier it is to obtain funding sources both
internal and external. Increasing the source of funds will increase the
company's operations and the value of the stock price will increase. The
increase in the company's stock price indicates an increase in the value of the
company. Previous research that supports the establishment of the second
hypothesis in this study, namely Ariesanti & Soegiarto (2018), Tondok et al
(2019), Sudiyatno et al., (2020) obtained the results of firm size having a
significant and positive effect on firm value. The second hypothesis that can
be made based on this description is:
H2 = Firm size has a positive effect on firm value.
c) Effect
of profitability on firm value
Increasing
profits is quite high and stable, indicating better prospects for the company
and providing good information to investors (Munawir, 2010: 5). Indirectly
increase the demand for company shares and the value of the company will
increase. Previous studies that support the determination of the third
hypothesis in this study are: Dahar et al (2019), Puspita & Hermuningsih
(2019) and Sudiyatno et al (2020) obtained profitability results that have a
positive and significant effect on company value. The third hypothesis that can
be made based on this description is:
H3 = Profitability has a positive effect on firm value.
d) The
capital structure which is moderated by managerial ownership has an effect on
firm value
Kusumastuti
et al., (2019) states that increasing the amount of certain debt for companies
against their own capital is used to obtain company funding and monitor
responsibility and control from management to carry out operations in
accordance with the interests of the company. So that the management has a role
as a shareholder and always tries to maximize the value of the company. In
addition, management will work optimally using this debt to improve company
performance so that shareholder welfare increases. Previous studies that
support building the fourth hypothesis in this study are Pratama and Wirawati
(2016), Phitaloka & Kartika (2018) and Kusumawati & Rosady (2018) which
states that managerial ownership is able to moderate the effect of capital
structure on firm value. The fourth hypothesis that can be built based on this
description is:
H4 = Capital structure moderated by managerial ownership has
a positive effect on firm value.
e) Firm size moderated by managerial ownership has an effect on
firm value
Agency
conflict within the company is triggered by the separation of the management
function and the ownership function within the company. This managerial
ownership can align the interests of management and shareholders (Jensen and
Meckling, 1976). The management is responsible for managing the company's
assets from shareholder ownership to company operations and obtaining company
returns. The larger the firm size, the greater the assets used to increase
returns and the firm's value will increase. So that the size of the company
greatly affects the value of the company. The fifth hypothesis that can be
built based on this description is:
H5 = Firm size moderated by managerial ownership has a
positive effect on firm value.
f)
Profitability,
which is moderated by managerial ownership, has an effect on firm value
The higher managerial ownership in the company
is expected to increase the value of the company, where the management will try
as much as possible for the interests of the shareholders. This is because the
management as a shareholder will also get big profits so that the return
received is getting bigger. When a company earns large profits it will provide
positive signal information to investors and investors will be interested in
buying company shares which will increase share prices in the market. So that
managerial ownership will affect the relationship between profitability to
increase firm value. Research conducted by Pratama and Wirawati (2016),Astuti et al., (2018),Kusumawati & Rosady (2018), andSari & Andayani (2020)which states
that managerial ownership is able to moderate the effect of profitability on
firm value. As forThe
sixth hypothesis that can be built based on this description is:
H6=
Profitability moderated by managerial ownership has a positive effect on firm
value.
METHODS
A. Data source
Research is a type of causal
research whose purpose is to find out the relationship between several
variables. This research data collection method is a documentation study. The
data used in this study are the financial reports of manufacturing companies
and the annual reports of manufacturing companies for 2015-2020. The data is
obtained from various literature such as books, research
journals, articles and download sites on the internet viz www.idx.co.id.
B. Population and Sample
The data used in this
research is secondary data. QThe sampling technique
used purposive sampling method obtained a total sample of 65 manufacturing
companies, so that the total number of observations in this study amounted to
390 units of observation.
Table 1. Criteria for Research Objects
No |
Description |
Company Number |
1 |
Manufacturing sector companies listed
consistently on the IDX are listed in 2015-2020. |
132 |
2 |
Manufacturing companies that do not publish
complete financial statement data for the period ended 31 December 2015-
2020. |
(4) |
3 |
Manufacturing companies that experienced
losses from 2015 – 2020. |
(63) |
The number of companies that meet the
requirements to be the research sample |
65 |
|
Research year |
6 |
|
Number of research observations |
390 |
C. Operational Definitions and
Variable Measurements
1.
Dependent Variable
a) The value of the company
Firm value is the level of
success of the company's performance which is reflected in the stock price
indicators on the market. Firm value can be measured by Tobin's Q. According Astuti et al., (2019) Tobin's Q is the sum of the
market value of the stock and the total value of debt compared to the total
value of assets.
2.
Independent Variables (Independent)
a) Capital Structure (X1)
The capital structure is a
comparison of the company's total debt to the company's total equity in
manufacturing companies for the 2015–2019 period. According toKusumawati & Rosady (2018)that
capital structure can be measured by financial ratios, namely the Debt to
Equity Ratio (DER).
b) Firm size (X2)
Firm size shows the size of a
company based on the assets owned(Fajar et al., 2018). Firm
size can be measured by the total assets owned by the company 2015–2020.
c)
Profitability
(X3)
Profitability
is a company's ability to generate profits on its share capital. According toPasaribu et al., (2016)Profitability
can be measured using return on equity (ROE), which is the rate of return on
the equity of the company owner.
3.
Moderation
Variable
a) Managerial ownership
Moderating variables are
variables that influence either strengthening or weakening the relationship
between the independent and dependent variables (Sugiyono, 2018). According to
Pasaribu et al., (2016) that the unit of measurement of managerial ownership is
measured by the number of managerial and board of commissioners shares divided
by the number of outstanding shares,
Table 2. Operational Variables
Research
variable |
Variable
Indicator Formula |
Measurement
Scale |
Mark Company (Y) |
Tobin's Q = |
Ratio |
Capital Structure (X1) |
DER = |
Ratio |
Firm size (X2) |
Firm
size = Ln total assets |
Ratio |
Profitability (X3) |
ROE =x100% |
Ratio |
Managerial ownership (Z) |
Kep. Managerial
=x100% |
Ratio |
4.
Analysis Method
The analytical method uses
panel data regression analysis (pooled data) due to the use of time series and
cross section data. The tools for managing data in this study were Microsoft
Excel and Eviews 9 software. The study used two equation models, namely the
first equation model before being moderated and the second equation model after
moderation.
RESULTS
A.
Descriptive Statistical Analysis
Table 3. Descriptive Statistical Analysis
|
|
|
|
|
|
|
|
|
|
|
|
|
CS |
FS |
PROF |
MO |
FV |
|
|
|
|
|
|
|
|
|
|
|
|
Means |
89.88162 |
28.96497 |
14.07600 |
5.727897 |
1.751795 |
Maximum |
502.2800 |
33.49000 |
145.0900 |
72.18000 |
14.31000 |
Minimum |
0.350000 |
25.75000 |
0.04000 |
0.000000 |
0.270000 |
std. Dev. |
75.69112 |
1.690911 |
19.96115 |
13.45902 |
1.904074 |
Observations |
390 |
390 |
390 |
390 |
390 |
Source : Output E-Views version 9
Number of samples (N). The
number of observations of manufacturing companies listed on the IDX for 6 years
was 390 units of observation consisting of capital structure (CS), firm size
(FS), profitability (Prof), managerial ownership (MO) and firm value (FV).
Firm size has
a minimum value of 25.75000 (equivalent: Rp. 152,319,404,731) owned by and a
maximum value of 33.49000 (equivalent: Rp. 351,958,000,000,000) with a mean or
average value of 28.96497 (equivalent: Rp. 3,800,969,212,144 ) while the
standard deviation value is 1.690911.
Profitability
has a minimum value of
0.04000 and a maximum value of 145.0900 with a mean or average value of
14.07600 and a standard deviation value of 19.96115. This means that on average
the sample companies were able to earn a net profit of 14.07 percent of the
company's total revenue in one period.
Managerial
ownership has a minimum value of
0.000000 and a maximum value of 72.18000. With a mean or average value of
5.727897 and a standard deviation value of 13.45902. This means that the
average managerial share ownership in the company is 5.72 percent of the
company's outstanding shares.
The
value of the company has a minimum value of
0.270000 owned and a maximum value of 14.31000 owned. With a mean or average
value of 14.07600 and a standard deviation value of 19.96115. This shows that
the company's value is greater than the recorded asset value. If the Tobin's Q
value is more than one then the company generates a higher rate of return than
that issued by the cost of assets.
B. Model Selection Test
The results of the panel data
regression from the processed data show that model estimation, namely the
Common Effect Model, Fixed Effect Model and Random Effect to obtain a suitable
model of the 3 models, can be carried out with the following Chow, Hausman and
Lagrange Multiplier Tests:
1. Chow test
Table 4. Chow test
|
|
|
|
|
|
|
|
|
|
|
|
Effect
Test |
Statistics |
df |
Prob. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Model
equation 1 Cross-section
F |
22.490462 |
(64,321) |
0.0000 |
|
|
Chi-square
cross-sections |
663.721223 |
64 |
0.0000 |
|
|
|
|
|
|
|
|
Model
equation 2 Cross-section
F |
22.378633 |
(64,319) |
0.0000 |
|
|
Chi-square
cross-sections |
664.124766 |
64 |
0.0000 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Source:
Processing results of Eviews 9
Table 4 shows that the Chow test is
the probability valueChi-square cross-sectionsas big0.0000or less than 0.05. These results conclude that
the model equation model 1 and model 2 equation that was chosen is the Fixed
Effect Model.
2. Hausman test
Table 5 Hausman Test
|
|
|
|
|
Test Summary |
Chi-Sq.
Statistics |
Chi-Sq. df |
Prob. |
|
|
|
|
|
|
|
|
|
|
|
Model equation 1 Random cross-sections |
52.404875 |
4 |
0.0000 |
|
Model equation 2 Random cross-sections |
55.139349 |
6 |
0.0000 |
|
|
|
|
|
|
|
|
|
|
|
Source: Processing results of Eviews 9
Table 5 shows that the probability
valueRandom
cross-sectionsmodel 1 equation and model 2 equation is 0.0000 or
less than 0.05. These results confirm that the best model is the fixed effect
model, so there is no need to do the Lagrange Multiplier test.
3. Classic assumption test
The classic assumption test
is carried out at a minimum Multicollinearity and Heteroscedasticity tests for
the requirements to meet the BLUE assumption (Best Linear Unbiased Estimation)
in panel data regression (Ekananda, 2016).
4. Multicollinearity
Table 6. Multicollinearity Test
|
FV |
CS |
FS |
PROF |
MO |
|
|
|
|
|
|
|
|
|
|
|
|
FV |
1.000000 |
0.224260 |
0.145410 |
0.678207 |
-0.084919 |
CS |
0.224260 |
1.000000 |
0.167038 |
0.018053 |
-0.100053 |
FS |
0.145410 |
0.167038 |
1.000000 |
0.191474 |
-0.098871 |
PROF |
0.678207 |
0.018053 |
0.191474 |
1.000000 |
-0.068943 |
MO |
-0.084919 |
-0.100053 |
-0.098871 |
-0.068943 |
1.000000 |
Source :
Output E-views version 9
Based on table 6 it appears that the
correlation coefficient between variables is <0.90. So it can be concluded
that there are no symptoms of multicollinearity between the independent
variables.
5. Heteroscedasticity
The Common Effect and Fixed
effect panel data regression models are suspected to be affected by the
heteroscedasticity problem considering the underlying assumption is Ordinary
Least Square (OLS), where this does not occur in the Random Effect model which
is based on the Generalized Least Square assumption. Therefore, if the selected
model selection is a Common Effect or Fixed Effect model, then to avoid the
problem of heteroscedasticity, you are welcome to give weight to the selected
model as shown in table 7
below:
Table 7. Model Weighted Fixed Effects
Weight Statistics |
|
R-squared |
0.948802 |
Adjusted R-squared |
0.937568 |
F-Statistics |
84.45329 |
Prob(F-Statistic) |
0.000000 |
Source : Output E-views version 9
To analyze whether the
selected Fixed Effect model is affected by heteroscedasticity or not, it must
be compared to the Fixed Effect model without weights or given weights by
comparing 3 parameters as shown in table 8 below:
Table 8. Comparison of Fixed Effect Models without
weights and with weights
Parameter |
Unweighted Fixed Effect
Model |
Weighted Fixed Effects Model |
t-Statistic Probability |
1
variable <0.05 |
1 variable <0.05 |
R-Squared |
0.911145/0.891647 |
0.948802/0.937568 |
F-Statistics Probability |
0.00000 |
0.00000 |
Source :
Output E-views version 9
Based on the comparison of
the two models, there is a significant difference in the R-Squared results. It
can be seen that the fixed effect model with better weight than without weight,
so that the Fixed Effect model with weights is the final model chosen as shown
in table 9. So, it can be concluded that after the method of adding weights on
these data, the regression model meets the assumption of homoscedasticity
(Sanusi et al., 2018).
C. Panel Data Regression
Model Equation 1 : (Before inputing the
moderating variable)
Firm Value (FV) =
112.1401 + 0.022975 (CS) - 3.588439 (FS) + 2.174894 (Prof) + ε
Model 2 Equation:(After inputing the
moderating variable)
Firm Value
(FV) = 113.5885 + 0.011721 (CS) - 3.552135 (FS) + 1.735260 (Prof) + 0.001018
(MO*CS) – 0.003771 (MO*FS) – 0.063099 (MO*Prof) + ε
Table 9. Summary of Model Equation Test Summary
Results
Information |
Model Equation 1 |
Model Equation 2 |
||||
Variables |
coefficient |
t-Statistics |
Prob. |
coefficient |
t-Statistics |
Prob |
C |
112.1401 |
2.667582 |
0.0080 |
113.5885 |
7.301464 |
0.0000 |
CS |
0.022975 |
2.022240 |
0.0440 |
0.011721 |
1.929610 |
0.0545 |
FS |
-3.588439 |
-2.462510 |
0.0143 |
-3.552135 |
-6.629536 |
0.0000 |
PROF |
2.174894 |
6.033935 |
0.0000 |
1.735260 |
5.717238 |
0.0000 |
MO*CS |
|
0.001018 |
4.901661 |
0.0000 |
||
MO*FS |
-0.003771 |
-1.918371 |
0.0560 |
|||
MO*PROF |
-0.063099 |
-2.253213 |
0.0249 |
|||
R-squared |
0.909109 |
0.948802 |
||||
adjusted R-squared |
0.890197 |
0.937568 |
||||
F-statistics |
48.07011 |
84.45329 |
||||
Prob (F-statistics) |
0.000000 |
0.000000 |
Source: E-views data processing 9
The coefficient constant
value of model 1 equation is 112.1401 indicating that the magnitude of the
influence of the independent variables: capital structure (CS), firm size (FS)
and profitability (Prof) on the dependent variable: firm value (FV) with
managerial ownership (MO) as a moderating variable. While the constant value of
the model 2 equation is 113.5885 indicating the magnitude of the influence of
the independent variables: capital structure (CS), firm size (FS) and profitability
(Prof) on the dependent variable: firm value (FS) with managerial ownership
(MO) as a moderating variable. The increase in the constant coefficient
indicates that the influence of managerial ownership is a moderating variable.
The coefficient value for the
CS model 1 equation is 0.022975 and the model 2 equation is 113.5885. The
positive sign indicates that the capital structure variable has a
unidirectional (positive) relationship with firm value. This means that if the
capital structure increases (rises), then the value of the company will also
increase (rise). The increase in the CS coefficient indicates that there is
managerial ownership in the company for the capital structure will increase
thereby affecting the value of the company.
The coefficient value for the
FS model 1 equation is -3.588439 and the model 2 equation is -3.552135. The
negative sign indicates that the firm size variable has an opposite (negative)
relationship with firm value. This means that if the size of the company increases
(rises), then the value of the company has no effect. The decrease in the FS
coefficient indicates that the existence of managerial ownership in a company
of firm size does not affect the value of the company.
The Prof coefficient value
for the model 1 equation is 2.174894 and the model 2 equation is 2.1748941.735260. The positive sign indicates that the
profitability variable has a unidirectional (positive) relationship with firm
value. This means that if profitability increases (rises), then the value of
the company will also increase (rise). The decrease in the Prof coefficient
indicates that managerial ownership in the company for profitability will
decrease so that the effect on firm value also decreases.
The coefficient value for the
MO*CS interaction is 0.001018. The positive sign indicates that the managerial
ownership variable has a unidirectional (positive) relationship with firm
value. This means that the level of moderating variable strengthens managerial
ownership between the effect of capital structure on firm value.
The coefficient value for the
MO*FS interaction is – 0.003771. The negative sign indicates that the
managerial ownership variable has an opposite (negative) relationship with firm
value. This means that the level of moderating variable weakens managerial
ownership between the effect of firm size on firm value.
The coefficient value for the
MO*Prof interaction is – 0.063099. The negative sign indicates that the
managerial ownership variable has an opposite (negative) relationship with firm
value. This means that the level of moderating variable weakens managerial
ownership between the effect of profitability on firm value.
D. Hypothesis Testing
1. Coefficient of Determination (Adjusted
R-Squared)
Based on table 9 the coefficient of determination
for the regression model is 0.909109, this means that the independent variable
can explain the dependent variable by 90.91%. While the remaining 9.09% is
explained by variables other than those in this study.
The Adjusted R-Squared value
is 0.937568 in table 10
meaning that all independent and moderating variables are able to explain the
dependent variable as much as 93.75%. While the remaining 6.25% is explained by
variables other than those in this study.
Based on the R2 value of the
model 1 equation to the model 2 equation, it has increased, from the initial
value of only 90.91%. rose to 93.75% (+2.84%). Thus explaining that managerial
ownership is able to moderate the influence of capital structure, firm size and
profitability on firm value.
2.
Goodness
of Fit test
Based on table 10 it is known
that the probability value (F-statistic) calculated for the equation of model 1
and model 2 is 0.00000. Because the calculated probability (F-statistic) is
smaller than alpha (0.00000 <0.05), it can be concluded that the model used
in this study is feasible to use. So that the regression model 1 can be used to
predict firm value or the independent variables used (capital structure, firm
size and profitability) have a simultaneous effect on firm value. And then the
second regression model can be used to predict firm value or independent
variables and the moderating variable used by each of these regression models
simultaneously affects firm value.
3. Parameter Test t
First Hypothesis Testing (H1)
The
t-statistic value of 2.022240 has a positive effect. Thus, it can be concluded
that the first hypothesis which states that the capital structure variable (CS)
has a positive effect on firm value (FV) is proven or (H1 is accepted).
Second Hypothesis Testing
(H2)
The
t-statistic value of -2.462510 has a negative effect. Thus, it can be concluded
that the second hypothesis which states that the variable firm size (FS) has a
negative effect on firm value (FV) is proven or (H2 is accepted).
Third Hypothesis Testing (H3)
The
t-statistic value of 6.033935 has a positive effect. Thus, it can be concluded
that the third hypothesis which states the profitability variable (Prof) has a
positive effect on firm value (FV) is proven or (H2 is accepted).
Fourth Hypothesis Testing
(H4)
The
t-statistic value is 4.901661 with a probability level value of 0.000 <0.05.
This means that managerial ownership (MO) is able to moderate the positive
effect of capital structure (CS) on firm value (FV), so that the fourth
hypothesis proposed is accepted.
Fifth Hypothesis Testing (H5)
The
t-statistic value is -1.918371 with a probability level value of 0.0560 >
0.05. This means that managerial ownership (MO) is not able to moderate the
negative effect of firm size (FS) on firm value (FV), so the fourth hypothesis
proposed is rejected.
Testing the Sixth Hypothesis
(H6)
The
t-statistic value is -2.25321 with a probability level value of 0.0249
<0.05. This means that managerial ownership (MO) is able to moderate the
negative effect of profitability (Prof) on firm value (FV), so that the fourth
hypothesis proposed is accepted.
Table 10. Summary of Hypothesis Test Results
hypothesis |
t-Statistics |
probability |
Influence |
Results |
H1 |
2.022240 |
0.0440 |
Positive |
Accepted |
H2 |
-2.462510 |
0.0143 |
Negative |
Accepted |
H3 |
6.033935 |
0.0000 |
Positive |
Accepted |
H4 |
4.901661 |
0.0000 |
Positive |
Accepted |
H5 |
1.918371 |
0.0560 |
Positive |
Rejected |
H6 |
-2.25321 |
0.0249 |
Negative |
Accepted |
Source : Output E-views version 9
DISCUSSION
A. Effect of capital structure on firm value
Capital structure is one of
the mechanisms that affect firm value. When viewed from the value of
t-statistics, the effect is positive, which means that the higher the capital
structure, the higher the firm value. Thus, the capital structure can be a mechanism
to increase firm value. This result means that it is in line with the existing
hypothesis. Study Lubis et al., (2017), Kusumawati & Rosady (2018), Dahar et al., (2019), Sudiyatno et al., (2020) shows the same results as
this study, namely capital structure has a positive effect on firm value.
According to the pecking order theory, large companies prefer internal funds
rather than taking on debt. Companies that take on debt for funding want an
optimal capital structure, which is able to maximize company value while
minimizing costs (Ariesanti, RA & Soegiarto, D., 2018).
B. Effect of firm size on firm value
When viewed from the value of
t-statistics, the effect is negative, which means that the increase - decrease
in the size of the company does not affect the value of the company. The size
of the company is measured by measuring the amount of total assets owned by the
value of total assets. According to the asymmetric information theory, funding
from total assets can be used for company operations. If total assets play a
large role, the company will easily gain sympathy in the capital market, so the
size of the company will not affect the value of the company (Dahar et al.,
2019). Most stock investors do not really pay attention to the size of the
company, but rather pay attention to the company's ability in terms of capital
structure and generate profits. Thus, firm size becomes a mechanism for
increasing firm value. This result means that it is in line with the existing
hypothesis. StudyAstuti et al., (2019), Dahar et al. (2019) and Surjandari et al., (2019)
shows the same thing as this study, namely firm size has a negative effect on
firm value.
C. Effect of profitability on firm value
Profitability is one of the
mechanisms that can increase the value of the company. When viewed from the
value of the t-statistics, the effect is positive, which means that the higher
the profitability, the higher the firm value. Profitability is measured by ROE,
which is a ratio that shows the rate of return earned by shareholders on
investment. The higher the ROE indicates that the higher the rate of return on
the investment made. According to the pecking order theory theory, companies
with large profit levels have greater internal funding sources, encouraging
companies to use these funds to meet their needs to finance corporate
investments so that the level of use of debt or external funding is relatively
small and can minimize the risk of bankruptcy and debt costs incurred. tall.
Thus, profitability can be a mechanism to increase firm value. This result
means that it is in line with the existing hypothesis. StudyDahar. et al., (2019),Setyawati (2019), andSudiyatno et al., (2020)shows
the same thing as this study, namely profitability has a positive effect on
firm value.
D. The capital structure which is moderated by managerial
ownership has an effect on firm value
The results of the
interaction between the variables of capital structure and managerial ownership
have positive regression t-statistic values, which means that managerial
ownership has a unidirectional (positive) relationship with firm value.
According to agency theory, the use of debt is expected to reduce agency
conflicts within the company. The addition of debt in the capital structure
will reduce the portion of the use of shares thereby reducing the agency costs
of equity. With the existence of debt, the company has the obligation to pay
interest and loan principal periodically. This situation will force managers to
have two roles at once, namely as an agent and as a principal, so that there is
a unification of interests between shareholders and management. So it can be
concluded that the level of moderating variable strengthens managerial
ownership between the effect of capital structure on firm value. This result
means that it is in line with the existing hypothesis. Primary and Wirawati
Research (2016), Phitaloka & Kartika
(2018) and Kusumawati & Rosady (2018) which states that managerial
ownership is able to moderate the effect of capital structure on firm value.
E.
Firm size
moderated by managerial ownership has an effect on firm value
The result of the interaction
between firm size and managerial ownership has a negative regression
t-statistic value, which means that managerial ownership has an opposite
(negative) relationship with firm value. Managerial ownership is not able to
moderate the effect of capital structure on firm value. This result means that
it is not in line with the existing hypothesis. Study Nugroho et al., (2019) and Astuti et al., (2018)
which states that managerial ownership is not able to moderate the effect of
firm size on firm value. Share ownership owned by management will not be able
to increase the size of the company to the value of the company. This is
because share ownership is part of the development of ownership without being
accompanied by an increase in the value of the company's assets (Astuti et al.,
2018).
F.
Profitability,
which is moderated by managerial ownership, has an effect on firm value
The result of the interaction
between the profitability variable and managerial ownership has a negative
regression t-statistical value, which means that it shows that the managerial
ownership variable has a unidirectional (negative) relationship with the value
of the company. Agency theory states that the existence of information
asymmetry and the difference in the purpose of interests between managers who
attach importance to their personal interests rather than the goals of the
principal. The existence of this conflict has an impact on the company to bear
agency costs. With agency costs, the company is charged additional expenses. Of
course, it will reduce the company's profitability, so that falling profits
will affect the value of the company. So it can be concluded that managerial
ownership is able to moderate the influence of profitability on the value of
the company. According to Komalasari & Nor (2014) that companies in
Indonesia for the most part of the top leadership of the company are still held
by family members. This shows that ownership of shares by family members will
reduce the level of investor confidence, resulting in doubts about the ability
and experience of family members to manage the company. The announcement of the
selection of family members to become the leader of the company, then as a result,
the stock price will fall. This is due to the negative market reaction to the
selection of the company's chairman. This is in accordance with the results of
research from Catherine & Septiani (2017) and Arum & Darsono (2020).
This result means that it is not in line with the existing hypothesis. Research
by Pratama and Wirawati (2016), Astuti et al., (2018), Kusumawati & Rosady
(2018), and Sari & Andayani (2020) which states that managerial ownership
is able to moderate the influence of profitability on company value.
CONCLUSION
1.
Capital structure has a positive influence on
firm value.
2.
Firm size has a negative influence on firm
value.
3.
Profitability has a positive influence on firm
value.
4.
Managerial ownership has the ability to
moderate the positive relationship between capital structure and firm value.
5.
Managerial ownership does not have the ability
to moderate between firm size and firm value.
6.
Managerial ownership has the ability to
moderate the negative relationship between profitability and firm value.
REFERENCES
Ardiana, E., & Chabachib, M. (2018). Analisis
Pengaruh Struktur Modal, Ukuran Perusahaan dan Likuiditas Terhadap Nilai
Perusahaan Dengan Profitabilitas Sebagai Variabel Intervening (Studi pada
Perusahaan Consumer Goods yang
terdaftar di BEI pada Tahun 2012-2016). Diponegoro Journal of Management,
7(2), 1–14.
Ariesanti, R. A., & Soegiarto, D. (2018). Pengaruh
Struktur Modal, Struktur Kepemilikan, dan Ukuran Perusahaan Terhadap Nilai
Perusahaan (Studi Pada Perusahaan Properti yang Terdaftar di BEI Tahun 2012-2015).
Buletin Ekonomi, 16(1), 43–52.
Arum, Dieva Novelia Sekar & Darsono. (2020). Pengaruh Tata
Kelola Perusahaan, Kepemilikan Keluarga, Kepemilikan Institusional, Dan
Kualitas Pelaporan Terhadap Nilai Perusahaan. Diponegoro Journal of Accounting. Vol 9, Nomor 4, Hal 1-8.
Astuti, F. Y., Wahyudi, S., & Mawardi, W. (2019).
Analysis Of Effecy Of Firm Size, Institusional Ownership, Profitability, And
Leverage On Firm Value With Corporate Social Responsibility (CSR) Diclosure As
Intervenng Variables. Jurnal Bisnis Strategi, 27(2), 95.
Astuti, R. P., HS, E. W., & Subchan. (2018). Pengaruh
Struktur Modal, Profitabilitas, dan Ukuran Perusahaan terhadap Nilai Perusahaan
dengan Kepemilikan Manajerial sebagai Variabel Pemoderasi. Prima Ekonomika,
9(2).
Atmaja, Lukas Setia. 2008. Teori dan Praktek Manajemen
Keuangan. Yogyakarta: Penerbit ANDI
Ayako, A., & Wamalwa, F. (2015). Determinants of Firm
Value in Kenya: Case of Commercial Banks Listed at the Nairobi Securities
Exchange. Applied Finance and Accounting, 1(2), 129.
Ayu, P. C., & Sumadi, N. K. (2019). Pengaruh Kepemilikan
Intitusional dan Kepemilikan Manajerial Terhadadp Nilai Perusahaan. Widya
Akuntansi Dan Keuangan Universitas Hindu Indonesia Edisi, 2013,
24–43.
Badan Pusat Statistika (2019). Perkembangan Indeks Produksi
Industri Manufaktur Besar dan Sedang 2017-2019. Katalog BPS 6102002. Jakarta :
CV Kemsiro Berkarya
Brigham, Eugene F. Dan J.F. Houston. 2010. Dasar-Dasar
Manajemen Keuangan. Edisi 11. Jakarta: Salemba Empat.
Catherine,
Jessica rissa & Septiani, Aditya. (2017). Pengaruh Family Control Terhadap
Profitabilitas Dan Nilai Perusahaan Pada Industri Barang Konsumsi Di Indonesia.
Diponegoro Journal of Accounting. Vol
6 Nomor 3 , Hal 1-10.
Dahar, R., Yanti, N. S. P., & Rahmi, F. (2019). Pengaruh
Struktur Modal, Ukuran Perusahaan, dan Return On Equity Terhadap Nilai
Perusahaan Property and Real Estate Yang Terdaftar Di Bursa Efek Indonesia. Jurnal
Ekonomi Dan Bisnis Andalas, 21(1), 121–132.
Dama, D. P., & Tulung, J. E. (2017). Pengaruh Struktur
Modal dan Profitabilitas terhadap Nilai Perusahaan dengan Insider Ownership
sebagai Variabel Intervening pada Perusahaan Pertambangan Periode 2011-2015.
Jurnal Riset Ekonomi, Manajemen, Bisnis Dan Akuntansi, 5(2), 1532–1538.
Dewi, A. S., & Wirajaya, A. (2013). Pengaruh Struktur
Modal, Profitabilitas, dan Ukuran Perusahaan pada Nilai Perusahaan. E-Jurnal
Akuntansi Universitas Udayana, Vol.4, No.2, Hal.358-372.
Dewi, L. S., & Abundanti, N. (2019). Pengaruh
Profitabilitas, Likuiditas, Kepemilikan Institusional Dan Kepemilikan
Manajerial Terhadap Nilai Perusahaan. E-Jurnal Manajemen Universitas Udayana,
8(10), 6099.
Drimawan, D., Njoto, H., & Yusnandar, I. (2020). Pengaruh
Board Size, Boad Intensity Dan Firm size Terhadap Nilai Perusahaan Di Bei Tahun
2015-2018. Jurnal Riset Bisnis Dan Ekonomi, 1.
Ekananda, Mahyus. 2016. Analisis Ekonometrika Data Panel.
Jakarta: Mitra Wacana Media.
Elisabet, & Mulyani, S. D. (2019). Pengaruh Strategi
Diferensiasi Produk, Struktur Modal Dan Corporate Social Responsibility
Disclosure Terhadap Nilai Perusahaan Dengan Kepemilikan Institusional Sebagai
Variabel Moderasi. Jurnal Magister Akuntansi Trisakti, 5(2), 115.
Fajar, A., Amir, H., & Gusnardi. (2018). Analisis
pengaruh Profitabilitas, ukuran perusahaan Dan Leverage Operasi Terhadap Nilai
Perusahaan Dengan Struktur Modal sebagai Variabel Intervening. Jurnal Tepak
Manajemen Bisnis, 10(4), 662–679.
Ghozali, Imam dan Ratmono, Dwi. (2017). Analisis Multivariat
dan Ekonometrika dengan Eviews 10. Semarang: Badan Penerbit Universitas
Diponegoro.
Hanafi, Mamduh M dan Abdul Halim. (2016). Analisis Laporan
Keuangan. Edisi Kelima. Yogyakarta: UPP STIM YKPN.
Hirdinis M. (2019). Capital Structure and Firm Size on Firm
Value Moderated by Profitability. International Journal of Economics and
Business Administration, 7(1), 174–191.
Hermuningsih, Sri. 2012. Pengantar Pasar Modal Indonesia.
Yogyakarta: UPP STIM YKPN.
Jensen, M. C., & Meckling, W. H. (1976). Theory of The
Firm Manajerial Behaviour, Ageny Cost and Ownership structure. Journal of
Financial Economics, 3, 305–360.
Komalasari, P., & Nor, M. (2014). Pengaruh Struktur
Kepemilikan Keluarga, Kepemimpinan dan Perwakilan Keluarga Terhadap Kinerja
Perusahaan. Jurnal Akuntansi.
Kusumastuti, W. F., Setiawati, E., & Bawono, A. D. B.
(2019). Pengaruh Profitabilitas dan Struktur Modal terhadap Nilai Perusahaan
dengan Kepemilikan Manajerial sebagai Variabel Moderasi. Seminar Nasional Dan
The 6th Call for Syariah Paper Universitas Muhammadiyah Surakarta, 275–295.
Kusumawati, R., & Rosady, I. (2018). Pengaruh Struktur
Modal dan Profitabilitas terhadap Nilai Perusahaan dengan Kepemilikan
Manajerial sebagai Variabel Moderasi. Jurnal Manajemen Bisnis, 9(2),
147–160.
Lubis, I. L., Sinaga, B. M., & Hendro, S. (2017).
Pengaruh Profitabilitas, Sruktur Modal, Dan Likuiditas Terhadap Nilai
Perusahaan. Jurnal Aplikasi Bisnis Dan Manajemen, 3(3), 458–465.
Mayangsari, R. (2018). Pengaruh Struktur Modal, Keputusan
Investasi, Kepemilikan Manajerial, Dan Komite Audit Terhadap Nilai Perusahaan
Sektor Aneka Industri Yang Listing Di Bursa Efek Indonesia Periode 2012-2016.
Jurnal Ilmu Manajemen (JIM), 6(4), 477–485.
Munawir, S. (2010). Analisis laporan Keuangan Edisi keempat.
Cetakan Kelima Belas. Yogyakarta: Liberty
Myers,
S. C., dan N. S. Majluf. (1984). Corporate Financing and Investment Decision
When Firm Have Information That Investor do not Have. Journal of Financial
Economic, Vol. 13 (2): 187-221.
Nugroho, P. S., Sumiyanti, T., & Astuti, R. P. (2019).
Pengaruh Struktur Modal, Profitabilitas, dan Ukuran Perusahaan terhadap Nilai
Perusahaan dengan Variabel Moderasi Kepemilikan Manajerial. JAB, 5(03).
Pantow, Mawar Sharon R., Sri Murni & Irvan Triang.
(2015). Analisa Pertumbuhan Penjualan, Ukuran Perusahaan, Return On Asset, Dan
Struktur Modal Terhadap Nilai Perusahaan. Jurnal EMBA Vol.3 No.1, Hal.961-971.
Pasaribu, M. Y., Topowijono, & Sulasmiyati, S. (2016). Pengaruh
struktur modal, struktur kepemilikan dan profitabilitas terhadap nilai
perusahaan pada perusahaan sektor industri dasar dan kimia yang terdaftar di
bei tahun 2011-2014. 35(1).
Phitaloka, N. G., & Kartika, T. P. D. (2018). Pengaruh
Struktur Modal Dan Profitabilitas Terhadap Nilai Perusahaan Dengan Kepemilikan
Manajerial Sebagai Pemoderasi Pada Sektor Properti Dan Real Estate Yang
Terdaftar Di Bei. E-Jurnal Akuntansi Universitas Udayana, 6,
0–15.
Pratama,
I., & Wirawati, N. G. P. (2016). “Pengaruh Struktur Modal Dan
Profitabilitas Terhadap Nilai Perusahaan Dengan Kepemilikan Manajerial Sebagai
Pemoderasi”, E-Jurnal Akuntansi, 15(3), 1796-1825.
Puspitaningtyas, Zarah, 2017, “Efek Moderasi Kebijakan
Dividen dalam Pengaruh Profitabilitas Terhadap Nilai Perusahaan Manufaktur”,
Jurnal Akuntansi, Ekonomi, dan Manajemen Bisnis Vol 5 No 2, hal 173-180.
Riny. 2018. Analisis Faktor-Faktor yang Mempengaruhi Nilai
Perusahaan pada Perusahaan Consumer Goods
yang Terdaftar di Bursa Efek Indonesia. Jwem Stie Mikroskil, Vol 8
Wahidah Sanusi1, Ahmad Zaki1 dan Faisah. 2018. Penerapan
Metode Weigthed Least Square Pada Analisis Regresi Berganda (Studi Kasus Pada
Balita Gizi Buruk di Provinsi Sulawesi Selatan). Jurnal Universitas Negeri
Makassar.
Salvatore, Dominick. 2005. Ekonomi Manajerial Buku 2.
Jakarta: Salemba Empat.
Sari, N. P., & Andayani. (2020). Pengaruh Profitabilitas,
Kebijakan Hutang, Kebijakan Dividen Pada Nilai Perusahaan Dengan Kepemilikan
Manajerial Sebagai Pemoderasi. Jurnal Ilmu Dan Riset Akuntansi.
Sartono, A. (2012). Manajemen Keuangan Teori dan Aplikasi.
Edisi4. Yogyakarta: BPFE.
Setyawati, W. (2019). Pengaruh Struktur Kepemilikan, Struktur
Modal, Profitabilitas terhadap Nilai Perusahaan dengan Kebijakan Dividen
sebagai Moderasi. Jurnal Akuntansi Berkelanjutan Indonesia, 2(2),
214–240.
Sintyawati, Ni Luh Ary & Dewi S, Made Rusmala. (2018).
Pengaruh Kepemilikan Manajerial, Kepemilikan Institusional dan Leverage
terhadap Biaya Keagenan pada Perusahaan Manufaktur. E-Jurnal Manajemen Unud,
Vol. 7, No. 2, 2018:933-1020.
Shaleh, A. A. Z. M., & Kurniasih, A. (2021). The
Determinants of Insurance Firm Value with Enterprise Risk Management (ERM) as
Intervening Variabel. Risk and Financial Management, 3(2), p1.
Sudana, I Made. (2015). Manajemen Keuangan Perusahaan. Edisi Kedua.
Jakarta: Erlangga.
Sudiyatno, B., Puspitasari, E., Suwarti, T., & Asyif, M.
M. (2020). Determinants of Firm Value and Profitability: Evidence from
Indonesia. Journal of Asian Finance, Economics and Business, 7(11),
769–778.
Sugiyono. (2018). Metode Penelitian Kuantitatif. Bandung:
Alfabeta.
Surjandari, D. A., Anggraeni, D., Arlita, D. P., & Riris
Marintan Purba. (2019). Analysis of Non-Financial Determinants of Company Value
In Manufacturing Companies in Indonesia. Jurnal Akuntansi, 23(2),
230.
Tondok, B. S., Pahlevi, C., & Aswan, A. (2019). Pengaruh
Struktur Modal , Pertumbuhan Perusahaan , Ukuran Perusahaan Terhadap
Profitabilitas dan Nilai Perusahaan yang Terdaftar di Bursa Efek Indonesia The
Influence of Capital Structure , Growth , Firm size to Profitability and
Company Value of Manuf. Hasanuddin Journal Of Business Strategy, 1(3),
66–78.