
ISSN : P 2720-9938 E 2721-5202
The Development of Firm Value Model on Tax
Avoidance Activities of Consumer Goods Industry During COVID-19 Pandemic
Nita Rosadiya, Ni
Putu Eka Widiastuti, Sri Mulyantini
Faculty of Economics and Business, University of
Pembangunan Nasional Veteran, Jakarta, Indonesia
Email: [email protected],
[email protected], [email protected]
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ARTICLE INFO |
ABSTRACT |
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Date received: 21 February 2022 Revision date: 01 March 2022 Date received: 18 March 2022 |
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Keywords: Firm value; tax avoidance; financial leverage; risk management;
good corporate governance |
INTRODUCTION
The
current phenomenon is that one of the commercial sectors experiencing a boom
and rapid development is the consumer goods industry. The consumer goods product
is important for the whole business community. After
all, it produces products that are widely consumed through public facilities.
In the current global economic conditions, competition between industrial
companies is very tight, both domestic and international. Due to this
competition, companies must improve their performance to achieve company goals,
as an economic entity usually has short-term and long-term goals. In the
Covid-19 pandemic, many business sectors are defensive or resistant to the
crisis. One of them is the consumer goods sector, especially those engaged in
the fast-moving consumer goods (FMCG) business (Kontan.co.id-Jakarta, 2020).
The growth of the consumer goods
industry sector in 2020, despite being affected by Covid-19, capital market
investors in Indonesia grew significantly with an increase of 22% from 2019,
with the number of investors in 2020 reaching 3.02 million investors. In 2020
the Indonesia Stock Exchange became the exchange that had the highest new share
listing (IPO) activity among the stock exchanges in the Southeast Asian region.
This is reflected in the average trading frequency, which increased by 32% to
619 thousand times per day (IDX, 2020). This shows the public's high interest
both from within and outside the country to invest in companies in Indonesia.
The public's high interest to invest their capital must be supported by
improving the Company's performance because of will attract investors to companies with good performance. Investors who
want to invest must analyze and assess before making investment decisions
whether the stock price index is significantly affected, especially in the
consumer goods industry sector in Indonesia. The condition of the stock price
index as a measure of investor perception in assessing the Company still has
good prospects in the future, especially in the conditions of the Covid-19
pandemic. It means that the value of companies
in a country can be good and quite defensive in the capital market must have a
growth index of competitive company stock indexes. The comparison of the value
of consumer goods companies in Indonesia based on the Composite Stock Price
Index (IHSG) compared to neighboring countries (ASEAN) can be seen in Figure 1.

Figure
1. Comparison of Asian Country Manufacturing JCI (2020)
Source: BEI (Data processed, 2021)
The graph shows that during the
Covid-19 pandemic, the stock price index condition on the five ASEAN stock
exchanges was in the range of 3,479.81. The condition of the Indonesian JCI
showed 4,577.67, and it showed a promising trend movement compared to neighboring
countries, but still above the JCI of the Philippines. The graph also indicates after the announcement of the
arrival Sinovac vaccine in Indonesia on December 6,
2020, the JCI increased by 2.07% and continued to increase until the end of
December 2020. This was driven by investors' enthusiasm to buy shares due to
positive sentiment for the vaccine's arrival in Indonesia (Yahoo
Finance, 2021). In
addition, Lockdowns first slowed economic activity, causing massive supply side
shocks, declining earnings, and substantial drops in production investment,
employment, and incomes, with growth rates dropping by about 2% every month of
confinement (Dunford & Qi, 2020).
After
the positive sentiment regarding vaccines, the consumer goods industry has
become a sector that is less attractive to investors. The sentiment of vaccines arriving in
Indonesia indicates that daily activities will return to normal in the future.
Economic recovery will occur in which sectors that are significantly affected
during the Covid-19 pandemic, such as the retail sector, commodities, banking,
Etc., will experience a significant recovery so that investors will begin to
leave the consumer goods sector, causing the stock price to decline. Based on
data from Yahoo Finance, since the announcement of the Sinovac
vaccine arriving in Indonesia on December 6, 2020, until the end of January
2021, the consumer goods sector has decreased by 9.53% (Yahoo
Finance, 2021).
However,
the fact is that during the Covid-19 pandemic, the consumer goods industry
sector is quite a defensive sector. This is because this sector is a sector
that is needed to meet basic needs and is very quickly used by the community.
IDX data (2020) recorded that the performance of the consumer goods index fell
19.17% throughout Q1/2020 and was the sector that experienced a minor decline
compared to 8 other sectors. The data above shows that during the Covid-19
pandemic, the consumer goods industry sector was chosen by many investors as a
market force. In addition, while many developed governments have pledged to
assist SMEs with large financial resources in the wake of the current Covid-19
pandemic, SMEs in emerging areas have received little or no financial
assistance (Markovic et al., 2021).
This market share has supported the
overall increase in the performance of food and beverage companies, including
food manufacturers, primarily based on records from www.dataindustri.com.
Throughout 2020, the overall performance of food and beverage companies
experienced a high-quality improvement of Fifty-eight percent. Despite continuing to
show higher quality and overall performance than other commercial sectors that
were underperforming overall, the increase in food and beverage companies in
2020 was still smaller than the increase in food and beverage companies in 2019
and earlier. The trend of data on the growth
of the food and beverage industry every year,
from 2011 – 2021, can be seen in Figure 1.

Figure
2. Food and Beverage Industry Growth Data
Trends, 2020-2021
Based on Figure 2, Food and Beverage Stock Issuers that Can Beat the Market
Stocks from consumer goods issuers are often stated as defensive or resilient
stocks. The word defensive has become a separate nickname for them because the
issuer's business is engaged in the primary and secondary needs of the
community.

Figure 3. Food and Beverage Industry Stock Growth,2020-2021
Source: Indonesia Stock Exchange (IDX)
The
Company's goal is to optimize the assets owned to increase the value of the
Company through the profits generated. Firm value is an investor's perception
of the Company's level of success which is associated with stock prices. High
stock prices make the firm value high (Suranto
& Walandouw, 2017). A high Firm Value will
make the market believe in the Company's current performance and the Company's
prospects in the future. The higher the Company's value, the higher the Company's
image obtained.
However, the main problem found in
this study is the drastic decline in stock prices in consumer goods industry
companies in 2020 but still have good prospects. This can be seen from the
historical or profit development of consumer goods industry companies based on
sub-sectors significantly negative earnings. Profit drop The Company occurred
during the pandemic period from 2019 to 2020. The number of Consumer Goods
companies listed on the IDX was 70 companies grouped into 5 (five) sub-sectors,
namely Food & Beverages, Houseware, Pharmaceutical, Tobacco Manufacturers,
and Others Consumer Goods Industry. Most of the 32 (48%) companies from 70
consumer goods industry companies experienced negative profits during the
2019-2020 covid-19 pandemic. The negative profit picture of 32 Consumer Goods
Industry companies can be seen in:

Figure 4. Profit Trend of Consumer Good Companies by
Sub-Sector Group
Source: 30 companies Consumer Goods Industry
Based on Figure 4, it is found that most of the sub-sectors
of Consumer Goods Industry companies experienced negative profit values, namely
Food & Beverages companies in 2019,
achieving sales growth of 3,100,780 billion, down 14% compared to 2020 reaching
2,682,833 billion, Houseware companies in 2019 reaching sales growth of 348,695
billion, down 34% compared to 2020 reaching 229,155 billion, Pharmaceutical
companies in 2019 are achieving sales growth
of 11,197 billion, down 91% compared to 2020 reaching 961 billion, Tobacco
Manufacturers companies in 2019 are achieving
sales growth of 8,635 billion, down 160% compared to In 2020 it reached -.3.482
billion and other Consumer Goods Industry sub-sector companies in 2019 only
decreased profits by 72% compared to 2020. Based on this phenomenon, most of
the Consumer Goods Industry companies experienced a decline in profits which
caused the Firm Value to be negative.
According to Mirae
Asset Sekuritas Indonesia in his research, he stated
that the growth of the consumer goods industry in Indonesia in 2020 experienced
a slowdown in recent years. Several factors are causing the slowdown in the
sector commonly called Fast Moving Consumer Goods (FMCG), including the
increasingly fierce competition between companies to attract public interest
during the Covid-19 pandemic, which involves various local and imported brands,
recovery of people's purchasing power which slow, and the shift in consumer
choice from FMCG products to non-FMCG products has also slowed down the growth
of the industry.
The slowdown was reflected in the
performance of several issuers on the Indonesia Stock Exchange (IDX) in 2020,
PT Unilever Indonesia Tbk (UNVR), whose performance
decreased by 19.7%, PT CBP Sukses Makmur
Tbk (ICBP), whose shares decreased by 3.57% and PT
Kalbe Farma Tbk (KLBF) also
experienced a decline of 20.23%. The Bank Indonesia (BI) survey results said
that the accurate sales index showed weak growth in recent years, which was in
line with the slowdown in the FMCG industry (IDX, 2020).
This
phenomenon indicates that
companies must also seek strategies for industry potential so that agency
prices can be achieved offer prosperity for most shareholders if the percentage
increases. The better the percentage rate of an agency, the better the
shareholder wealth. Enterprise Value (EV), also referred to as agency price, is
essential for buyers because it is a trademark for the market to judge the
agency. Investors choosing to fund in the capital market want facts about
inventory valuation. There are three styles of
valuation associated with stocks precisely price, market price, and intrinsic
price. The book price is the share price according to the publisher's books.
The market price is the stock price in the stock market, and the intrinsic
price is the stock's actual price. Investors want to be aware of and recognize
these three values as important facts in
selecting inventory funds because they can help buyers determine which stocks
are developing and cheap (Kurniasih
& Suranta, 2017).
The benchmark that is often used to
measure Firm Value is price
books value, which can be interpreted as the final assessment result between
inventory costs and stock value. The better the price books value, the better
the level of shareholder wealth, which is the agency's primary goal. According
to Gultom (2013); Asiri
(2015); and Karaca and Savsar
(2012), liquidity,
Profitability, a form of capital, affect organizational prices, in line with (Purnomo, 2013) and (Manurung
& Herijawati, 2016), costs also affect the organization's price. The
phenomenon that occurred in 2017 in the form of a financial slowdown and the
weakening of people's purchasing power impacted producer companies, especially
in the food and beverage sector (primary). General Chairperson of the
Indonesian Food and Beverage Entrepreneurs Association (Gapmmi)
Adhi S. Lukman said, at the beginning of the 12 months, there was a slump in
the food and beverage industry. However, this is not always caused by the low
purchasing power of the people, but the mental impact on today's conditions.
CNN Indonesia (2017) provides
information About other phenomena, especially the trading price of the rupiah
against the United States (US) dollar, which weakened in 2018. One of the
economic sectors that were hit hard through this example is the food and
beverage company (primary), which agrees with the Chairman of the Association
of Indonesian Food and Beverages Entrepreneurs (Gapmmi).
Based on information released
through the Investment Coordinating Board (BKPM), funding in the production
business area for the primary region in 2018 reached Rp
62.7 trillion. The attention consists of excellent domestic funding of IDR 21.4
trillion and the US $ 3.1 billion (Dwijayanto
& Rafael, 2018). If this trend is ignored, investors' assessment of the Company
will worsen. Of course, this is not something that the Company expects. In this
study, several factors that can affect the value of the Company are tax avoidance
(Tax Avoidance), Corporate Governance (GCG), financial leverage, and risk
management.
According to Rani,
Susetyo, and Fuadah (2018), other factors that also affect the value of the Company,
namely tax avoidance (Tax Avoidance), Tax avoidance has a relationship with the
value of the Company. This relationship can be seen from the role of tax
avoidance on firm value. Tax avoidance is one way to avoid taxes that do not
violate tax regulations. This tax avoidance can be agreed upon because it is
complicated and unique because, on the one hand, it is allowed, but on the
other hand, it is undesirable (Rani et al., 2018). Tax avoidance actions can have an impact on the value of
the Company. The other side of the factors that influence the formation of tax
avoidance due to sales growth and Profitability as control data. The purpose of
using control data is to determine whether the object's data understudy has
different characteristics (or has certain characters). Sales growth has a tax
avoidance relationship. This relationship can be seen from the role of sales
growth on tax avoidance. The Company's management will avoid tax because of
high sales growth. This means that sales growth is positively related to tax
avoidance. The relationship can be seen from sales growth, which signifies a
company's growth (Braga, 2017).
The second control data that can also
indirectly influence tax avoidance is Profitability. The higher the value of
the Company's Profitability, the higher the Company's net profit obtained and
the higher the tax burden (Frida, 2021). The research conducted by (Darmawan
& Sukartha, 2014), (Dewi
& Noviari, 2017), (Ganiswari,
2019), and (Rahmadani, Muda, & Abubakar, 2020) that the higher value of
profitability and the higher rate of tax
avoidance practices caused by large profits will make the company take
advantage of weaknesses in the management of its tax burden.
Tax avoidance is an activity that
can facilitate opportunistic management such as profit manipulation and can
pose risks to business owners. When management makes operational decisions,
management ignores the interests of the owners. This condition will cause
company owners to face several risks related to tax avoidance, also impacting
decreasing Firm Value (Syura, Arfan, & Anzib, 2020). In other words, tax evasion will reflect the transfer of
government resources to shareholders. The friction of agency problems between
management and shareholders increases the opportunity for managerial deviations
to occur and impact firm value (Widyanto,
Kristanto, & Sucahyo,
2019). This means that tax
avoidance is related to decreased Firm Value (Yee,
Sapiei, & Abdullah, 2018). This is because tax avoidance has risks that result in
costs borne by shareholders so that shareholders and investors will react
negatively to the value of the Company.
The next aspect that affects the
Company's value is that Good Corporate Governance has the effect of mutual
trust between the government, society, and non-public parties mainly based
entirely on the ideas of transparency, responsibility, and participation. The
linkage of global stakeholders, citizens, and corporations is critical for
successful policy implementation. Policy choices are made through their energy
but rely on the actors' involvement. The existence of institutional monetary
disasters due to the impact of Covid-19 is evidence of the vulnerability of
implementing GCG in handling agencies.
The implementation of GCG is
classified through the agency dimension. Far affects agency costs because the
more significant the agency dimension, the more difficult it is to reap. Return
on investment that can be used to achieve agency objectives. However, it will
cause much debt because the institution's threat of enjoying its obligations
may be minimal (Indriyani,
2017).
The results of previous research (Saputra, Conscience, & Rafiqa,
2018).
They found that corporate governance can increase firm value. This condition
will impact the emergence of trust from shareholders related to the Company's
value so that the value of the Company will increase (Setiadi & Suhardjanto, 2017). This means that the proportion of corporate governance in
the Company is an integral part for shareholders (Afiani & Hernawati, 2019). This is because the shareholders want the board of
directors' performance to be monitored to optimize the Company's performance.
This supervisory action will make potential investors react in the stock
market, thereby increasing the company’s value.
Furthermore, what affects the value
of the Company is Financial Leverage. This relationship can be seen from the
role of financial leverage on the Company's value; according to
(Perdana & Rahardja, 2014), financial leverage is the proportion of the company
funding sources that come from company debt. The debt will be used as an
additional source of company funds for company operations. Companies with high
financial leverage are constrained in paying off the interest and principal.
Thus, reducing the value of the company.
The results of previous studies
indicate that financial leverage impacts decreasing firm value. This is because
financial leverage has consequences for parties outside the Company. This
condition will be worrying for shareholders and investors in the stock
exchange. This concern will be associated with a decrease in the Company's
value (Perdana & Rahardja,
2014).
This means that financial leverage is associated with a decrease in firm value (Fosu, Danso, Ahmad, & Coffee,
2016).
This is because market participants do not want to bear the risk of financial
leverage. Even the interest and principal costs of the loan will also reduce
the Company's capital if the Company is not successful in managing the leverage
associated with reducing the value of the Company.
The next aspect that affects
business costs is risk control. Risk control has many opportunity tactics for
various hazards in calculating capital requirements (Goyal,
2015).
Companies in risk control use eight types of hazard profile criticism that need to be
controlled and reported, including credit hazard assessment, market,
operational, liquidity, legal, strategy, popularity, and compliance. Hazard control software has become necessary for global companies
to improve business enterprise performance. Control of risk control can be done
through identification procedures, measures, monitoring, manipulation of
hazards, and hazard control data systems (Goyal, 2010). The amount of risk to be achieved is by the nature and
complexity of the Company's activities. Risk manipulation is supported through
effective hazard control implementation and the desire to remember the results
of hazard measures and monitoring.
Based on research on the value of
the Company has been done in Indonesia. Based on the review results, the author
makes several references to research that has been done on this topic. Asy Shura's (2020) research uses GCG, Financial Leverage, and Sales Growth as
independent variables. In contrast, Tax Avoidance is an intervening variable.
The research findings show that corporate governance, financial leverage, and
sales growth affect tax avoidance, and corporate governance, financial
leverage, and sales growth affect firm value. Furthermore, tax avoidance can
partially mediate the effect of financial leverage and sales growth on firm
value.
Meanwhile, tax avoidance fully
mediates the effect of corporate governance on firm value. On the other hand, several studies
discuss the impact of the crisis on financial performance and the potential for
bankruptcy. Among them is Istiningrum, who tested the
impact of the 1998 monetary crisis on the financial performance of service
companies on the Jakarta Stock Exchange which showed a significant difference
with the crisis of profitability ratios, ROA, ROE, NPM (Istiningrum, 2016). However, on the other hand, Pranoto (2011) reveals that the 1998 monetary crisis did not
significantly affect the Company's ROA, ROE, and NPM. In addition, Yulius and Sugiono (2016) also conducted a descriptive analysis of the potential for
bankruptcy of companies during the 2008 crisis using the Altman z-score
analysis; the results showed that the z-score decreased during the 2008
financial crisis before being declared bankrupt (Yulius & Sugiyono, 2016).
Although most studies show the same
results, the output obtained from these variables significantly affects firm
value. However, there are still research gaps that differ from the opinion of Perdana
and Rahardja (2014) and the research of Fosu et al. (2016), who also conducted a similar study, actually found that
financial leverage had an impact on decreasing firm value or had a negative
effect, which means that financial leverage is associated with a decrease in
firm value.
The
difference in the results of previous studies shows that the crisis's impact on
financial performance makes the discussion about the Covid-19 pandemic crisis
interesting to study. Many investors are still interested in investing in the
consumer goods sector. After all, they had good prospects. Thus, it is expected
to provide significant benefits in the future. The consumer goods industry has
become one of the idols of stock market investors during the current Covid-19
pandemic, along with people's high consumption to meet their daily needs.
Based on
the research gaps above, the authors intend to examine this in a study entitled
The Development of Firm Value Model on Tax Avoidance Activities of Consumer
Goods Industry During Covid-19 Pandemic (empirical study on consumer goods
companies listed on the Indonesian stock exchange for the period 2019-2020).
The author examines and analyzes how the Firm Value Model practices corporate
tax avoidance during the Covid-19 pandemic. The objectives of this research are
as follows:
1. To analyze the effect of Good Corporate
Governance (GCG) implementation on firm value in the Consumer Goods Industry
during the Covid-19 pandemic.
2. To analyze the influence of Financial
Leverage on Firm Value in the Consumer Goods Industry during the Covid-19
pandemic.
3. To analyze the effect of risk
management on Firm Value in the Consumer Goods Industry during the Covid-19
pandemic.
4. To analyze the Tax Avoidance model,
research can moderate Good Corporate Governance on Firm Value in the Consumer
Goods Industry during the Covid-19 pandemic.
5. To analyze the Tax Avoidance model,
research can moderate Financial Leverage on Firm Value in the Consumer Goods
Industry during the Covid-19 pandemic.
6. To analyze the Tax Avoidance model,
risk management research can moderate the Firm Value in the Consumer Goods
Industry during the Covid-19 pandemic.
This study uses a quantitative
research method. Seventy consumer goods
industries that are listed on the Indonesia Stock Exchange (IDX) have released
their financial reports for 2019-2020 as samples of this research.
Data analysis is carried out to direct
the data that has been obtained using certain media so that results are
obtained that can be used to present the hypotheses that have been explained.
In this study, descriptive statistical analysis and regression testing were
used to prove the effectiveness of the independent variable on the dependent variable.
Research
Hypothesis
1. Good
Corporate Governance on Firm Value
H0: β1 = 0,
Ratio GCG does not significantly affect firm value
2. Financial
Leverage Against Firm Value
H0: β1 = 0
Financial Leverage does not significantly
affect firm value
3. Risk
Management Affects Firm Value
H0: β1 = 0,
Risk Management has no significant effect on Firm Value
4.
Good Corporate Governance Moderate Tax Avoidance to Firm Value
H0: β1 = 0 Good
Corporate Governance cannot be moderated Tax Avoidance on Firm Value
5. Financial
Leverage Moderate Tax Avoidance to Firm Value
H0: β1 = 0, Financial Leverage cannot be moderated
Tax Avoidance on Firm Value
6. Management
Risk Moderate Tax Avoidance to Firm Value
H0: β1 = 0,
Risk Management cannot be moderated Tax Avoidance on Firm Value
RESULTS AND DISCUSSION
In this study, the research data used were from 70 consumer goods
companies with a span of 2 periods, from 2019 to 2020. The number of samples
was determined and produced as many as 70 companies. So that the number of
periods set is 2, then the number of research data that becomes the sample is
140. According to Ghozali (2016),
descriptive statistics provide an overview or description of data seen from the
minimum, maximum, average (mean) value, and standard deviation. To provide an
overview of the descriptive analysis described in table 1.
Table 1
Descriptive
Statistical Results
|
Sample 2019-2020 |
|||||||
|
|
NP |
GCG |
LEV |
MANJ |
TAX |
SG |
PROFT |
|
Mean |
1.807043 |
0.543229 |
0.660018 |
0.924029 |
0.248706 |
2.942308 |
1.459249 |
|
Maximum |
3.400307 |
1.724242 |
5.091503 |
1.000000 |
0.487581 |
4.000000 |
2.000000 |
|
Minimum |
0.615848 |
0.415592 |
0.012412 |
0.815006 |
0.0020140 |
1.000000 |
1.142857 |
|
Std. Dev. |
1,057700 |
0.159550 |
0.967337 |
0.051515 |
0.130381 |
0.697712 |
0.286335 |
|
Observations |
140 |
140 |
140 |
140 |
140 |
140 |
140 |
Source: Eviews
9 (Processed Data, 2022)
Information
NP = The firm values; GCG = A combination of INST = Institutional ownership; KM
= managerial ownership; KI = board of Commissioners; LEV = financial leverage; MANJ
= control var risk management;
SG = sales growth;
PROFT = profitability
Based on the
results of the analysis above, the output of E-views 9.0 is descriptive
statistics that show the level of Firm
Value (NP), Good Corporate Governance (GCG),
Financial Leverage (LEV), Risk Management (MANJ), Tax Avoidance (TAX) and Sales
Growth control variables. And Profitability. The interpretation of the results
of the descriptive statistics above is as
follows:
a.
Firm Value (Y) shows an average value of 1.807043, the highest value
of 3.400307, which occurred at PT. Diamond Food Indonesia Tbk.
(DMND) in 2020, then the lowest value of 0.615848 occurred at PT. Mayora Indah Tbk (MYOR) in 2020,
with a standard deviation of 1.057700. The minimum value of the Firm
Value owned by PT. Mayora
Indah Tbk (MYOR) in 2020. This means that a low MYOR
has a low value for the Company's stock price in the eyes of investors.
Furthermore, for the maximum value of the Firm Value owned by PT. Diamond Food Indonesia Tbk.
(DMND) in 2020. This shows that the Company has a high share price, meaning
that the views of investors and the public on the Company's success are still
high.
b.
The
GCG variable (X1) is obtained from institutional ownership indicators,
managerial ownership, and the board of commissioners, meaning that if the GCG
results are good, the overall value is > 0.5 (50%). If the GCG is not good,
the overall value is < 0.5 (50%). GCG results show an average value of
0.543229, the highest value of 1.724242 at PT. Asia Sejahtera Mina Tbk (AGAR) in 2019, the lowest value of 0.415592 occurred
at PT. Integra Indocabinet Tbk
(WOOD) in 2020 was assessed, with a standard deviation of 0.159550. The minimum
value of GCG owned by PT. Integra Indocabinet Tbk (WOOD) in 2020. This means that low WOOD has not
implemented GCG principles. Furthermore, for the maximum value of GCG owned by
P Asia Sejahtera Mina Tbk (AGAR) in 2019. This shows
that the Company has implemented the principles applied by the Company to
maximize Firm Value, improve
the Company's performance and contribution, and maintain the Company's
sustainability in the long term. Long.
c.
The
Financial Leverage (X2) variable shows an average value of 0.660018, the
highest value of 5.091503, which occurs at PT. Mayora
Indah Tbk. (MYOR) in 2019, the lowest value of
0.012412 occurred at PT. Mandom Indonesia Tbk. (TCID) in 2020, with a standard deviation of 0.967337.
The minimum value of leverage owned by PT. Mandom
Indonesia Tbk. (TCID) in 2020. This means that TCID
is low in funding from debt. Furthermore, for the maximum leverage value owned
by PT. Mayora Indah Tbk.
(MYOR) in 2019. This shows that the Company relies on funding sources from debt
to finance the Company's operational activities because it has a debt value
greater than its total assets.
d.
The
Risk Management variable (X3) shows an average value of 0.924029, the highest
value of 1.0000, which occurs at PT. Diamond Food Indonesia Tbk.
(DMND) is 2019, the lowest value of 0.815006 occurred at PT. Integra Indocabinet Tbk. (WOOD) in 2019,
with a standard deviation of 0.051515. The occurrence of losses in PT causes
this. Integra Indocabinet Tbk.
(WOOD) in 2019, so the Company has not been able to minimize the sources of
risk that occur in WOOD. Diamond Food Indonesia Tbk
owns the maximum value of risk management. (DMND) in 2019, meaning that the
Company managed to avoid risk by monitoring risk sources, tracking, and
carrying out a series of efforts to minimize the impact of risk.
e. The Tax Avoidance (Z) variable shows an average value of
0.248706, the highest value of 0.487581, which occurs at Indofood Sukses Makmur Tbk.
(INDF) in 2019, the lowest value of 0.0020140 occurred at PT. Wilmar Cahaya Indonesia Tbk. (AKA) in
2020, with a standard deviation of 0.130381. The occurrence of losses in PT
causes this. Wilmar Cahaya Indonesia Tbk. (AKA) in 2020, so that companies can obtain fiscal
compensation and manage their actions so that they are not aggressive in tax
evasion. The maximum value of tax avoidance owned by Indofood Sukses Makmur Tbk.
(INDF), meaning that the Company can practice tax avoidance to reduce the
Company's tax burden. This is because a positive ABTD indicates the Company is
trying to increase profits by reducing the tax burden (Morais
& Macedo, 2021).
f. The control variable Sales Growth (Z1)
shows an average value of 2.942308, the highest value of 4.0, which occurs at
PT. Gudang Garam Tbk. (GGRM) in 2020, the lowest
value of 1.0 occurred at PT. Tempo Scan Pacific Tbk.
(TSPC) in 2019, with a standard deviation of 0.697712.
g. The Profitability variable (Z2) shows
an average value of 1.459249, the highest value of 2 at PT. Indofarma
(Persero) Tbk. (INAF) in 2019, the lowest value of
1.142857 occurred at PT. Cottonindo Ariesta Tbk. (KPAS) in 2020, with
a standard deviation of 0.286335.
Classic assumption test
1.
Heteroscedasticity Test
Suppose the variance from the residual of one observation to another
observation is fixed. In that case, it is called homoscedasticity, and if the
variance is not constant or changing, it is called heteroscedasticity. A good
regression model is homoscedasticity, or there is no heteroscedasticity. The
heteroscedasticity test aims to test whether there is an inequality of variance
in the regression model from the residuals of one observation to another
observation. This test is carried out using the Glejser
test, the regression of each independent variable with the absolute residual as
the dependent variable. Residual is the difference between the observed and
predicted values, while the absolute is the absolute value. The Glejser test is used to regress the absolute value of the
residual on the independent variable. If the results of the Glejser
test confidence level > 0.05, then there is no heteroscedasticity.
Glejser Heteroscedasticity
Test Results
|
Heteroskedasticity Test: Glejser |
|||
|
F-statistic |
0.010747 |
Prob. F(69,130) |
1.0000 |
|
Obs*R-squared |
0.074406 |
Prob. Chi-Square(5) |
1.0000 |
|
Scaled explained SS |
0.082896 |
Prob. Chi-Square(5) |
1.0000 |
Source: Data analyzed (2022)
In table 2, to test for heteroscedasticity, using the Heteroskedasticity
Test: Glejser because the regression model used is
the Fixed Effect Model. If the results of the heteroscedasticity test have a
probability value above 0.05, then there is no heteroscedasticity problem. The
chi-square probability value of Obs*R-Squared is
1.0000, which is greater than 0.05. Thus, it can be concluded that there is no
heteroscedasticity in this model.
2.
Multicollinearity Test
This test is helpful to determine whether the regression model found a
correlation between the independent variables (independent). A good model is a
model where there is no correlation between the independent variables.
According to Gujarati (2032), if the correlation coefficient between
independent variables is> 0.8, it can be concluded that the model has
multicollinearity problems. On the other hand, the correlation coefficient <
0.8 means the model is free from multicollinearity.
Table 3
Multicollinearity Test
|
|
GCG |
LEV |
MANJ |
TAX |
SG |
PROFT |
|
GCG |
1.000000 |
-0.004928 |
-0.006908 |
0.302242 |
0.385448 |
-0.114246 |
|
LEV |
-0.004928 |
1.000000 |
-0.063285 |
-0.1759140 |
0.390695 |
-0.343330 |
|
MANJ |
-0.006908 |
-0.063285 |
1.000000 |
-0.341229 |
0.1414032 |
-0.149400 |
|
TAX |
0.302242 |
-0.1759140 |
-0.341229 |
1.000000 |
-0.0514058 |
0.334407 |
|
SG |
0.385448 |
0.390695 |
0.1414032 |
-0.0514058 |
1.000000 |
-0.561625 |
|
PROFT |
-0.114246 |
-0.343330 |
-0.149400 |
0.334407 |
-0.561625 |
1.000000 |
Sources: Data analyzed (2022)
Based on the results in Table 3, it can be seen that none of the
correlations between the independent variables has a value of more than 0.8.
This means that in this regression model, there is no multicollinearity, or in
this model, there is no correlation between the independent variables; thus,
the data from each of these variables do not have multicollinearity problems or
does not have a correlation between independent variables, moderating variables
and control variables.
3.
Hypothesis Test
Multiple regression analysis using panel data is intended to test
several independent variables' simultaneous and partial effects on one
dependent variable. Researchers use regression analysis if the researcher
intends to predict how the condition (up and down) of the dependent variable
will be and if two or more independent variables as predictors are manipulated
or increased in value. Regression analysis can provide answers regarding the
magnitude of the influence of each independent variable on the dependent
variable. The multiple linear regression model used in this study is as
follows:
Model 1 : Y = α + β1.gcg + β2.lev + β3.Manj + β3.Tax+ β3.SG+
β3.profit + e
In Table 4, the estimation results for data on 140 observations during
the observation period from 2019 to 2020 provide empirical support for the
model with the following explanation:
|
Description |
Regression Model:
Common Effect Model |
||||
|
Coefficient |
T |
Prob. |
Prediksi |
Kesimpulan |
|
|
C |
2.759543 |
2.4961140 |
0.0163 |
|
|
|
GCG |
6.053054 |
2.184664 |
0.0364** |
|
|
|
LEV |
3.909087 |
2.447325 |
0.0194** |
|
|
|
MANJ |
7.336033 |
2.236679 |
0.0316** |
|
|
|
TAX |
0.323358 |
0.455508 |
0.4814 |
|
|
|
SG |
-0.3921408 |
0.2114059 |
0.0749*** |
|
|
|
PROFT |
-0.550143 |
0.493297 |
0.2688 |
|
|
|
Number of obs |
140 |
||||
|
R-Square |
0,771496 |
||||
|
Prob (F-statistic) |
0.000003 |
||||
Based on the regression equation model
1 above, it can be interpreted that the constant value of 2.759543 means that
the company's value has a value of - 2.759543 when the variables of good
corporate governance, financial leverage, risk management, and Tax Avoidance
are 0.
The positive coefficient value
indicates a positive relationship between the variables of good corporate
governance and firm value. The coefficient value for good corporate governance
is 6.053054. If the good corporate governance variable increases by 1 unit and
other variables are fixed, the firm value will increase by 6.053054. The
results of the significance below 0.05 resulted in this variable having a
significant effect on firm value.
A positive coefficient value indicates
a positive relationship between financial leverage and firm value. The
coefficient value for the financial leverage variable is 3.909087, which means
that if the financial leverage variable increases by one and the value of the
other variables are constant, then the financial leverage value will increase
by 3.909087. Significance results below 0.05 make this variable has a
significant effect on firm value.
The coefficient value for the risk
management variable is 7.336033, which indicates that if the risk management
variable increases by one and the value of the other variables are constant,
the firm value will increase between risk management and firm value. The
significance of risk management above 0.005 indicates that this variable has a
significant effect on firm value.
The coefficient value for the Tax
Avoidance variable is 0.323358. If the Tax Avoidance variable increases by one
and the value of the other variables are constant, the Tax Avoidance value will
increase by 0.323358. A positive coefficient value indicates a positive
relationship between Tax Avoidance and firm value. Significance results below
0.05 make this variable has a significant effect on firm value.
The coefficient value for the sales
growth variable is -0.3921408, which means that if the sales growth variable
increases by one and the value of the other variables are constant, then the value
of tax avoidance will decrease -0.3921408. A negative coefficient value
indicates a negative relationship between sales growth and tax avoidance.
However, because the significant result is above 0.05, this variable does not
significantly affect tax avoidance. Likewise, the coefficient value for the
profitability variable is -0.550143. If the profitability variable increases by
one and the value of the other variables are constant, then the value of tax
avoidance will decrease by -0.550143. A negative coefficient value indicates a
negative relationship between profitability and tax avoidance. However, because
the significant result is above 0.05, this variable does not have a significant
effect on tax avoidance.
Discussion
1. Good Corporate Governance Against
Firm Value
Statistical test results show that corporate governance
affects firm value. The value of the corporate governance coefficient is
0.0364. This value is not equal to zero (0.0364 < 0.05). Thus, Ha1 is
accepted. This means that corporate governance (GCG) affects firm value.
Corporate governance in the Company has the role of supervising and controlling
the actions of the executive directors. These supervisory actions are related
to the opportunistic behavior of company directors to maximize their interests.
This is as expressed by agency theory. Company owners employ management to
manage the Company (Jensen & Meckling, 1979). However, conflicts of interest often occur when
management relinquishes its duties. Conflicts of interest can be monitored by
corporate governance. Corporate governance in the Company has the role of
supervising and controlling the actions of the executive directors.
The results of this study are
relevant to previous researchers (Saputra
et al., 2018).
They found that corporate governance can increase firm value. This condition
will impact the emergence of trust from shareholders related to the Firm’s value so that the value of the Company
will increase. This means that the proportion of corporate governance in the
Company is an essential part for shareholders (Afiani
& Bernawati, 2019). This is because shareholders want their directors to
monitor their performance, thereby optimizing the Company’s performance. This
supervisory action will make potential investors react in the stock market,
thereby increasing the value of the Company. In other words, corporate
governance can improve the quality of financial reporting (Nuraini, 2015). This will be very important for users of financial
statements, thus contributing to the value of the Company.
Corporate governance has a
relationship with corporate value. This relationship can be seen from the role
of corporate governance on firm value. Corporate governance in the Company has
a role in overseeing and controlling the actions of the Executive Directors.
These supervisory actions are related to the opportunistic behavior of company directors to maximize
their interests. This is by the results of previous studies (Saputra, Conscience, & Rafiqa,
2018). They found that
corporate governance can increase firm value. This condition will impact the
emergence of trust from shareholders related to Firm Value (Setiadi & Suhardjanto, 2017). This means that the proportion of corporate governance in
the Company is an essential part for shareholders (Afiani & Hernawati, 2019). This has a positive effect because the shareholders want
the directors’ performance to be monitored to optimize the Company’s
performance. This supervisory action will make potential investors react in the
stock market.
2. Financial Leverage Against Firm Value
Statistical test results shows that financial leverage positively affects firm value. The
value of the financial leverage coefficient is 0.0194. This value is not equal
to zero (0.0194 < 0.05). Thus, Ha2 is accepted. This means that financial
leverage affects firm value. Financial leverage is the proportion of company
funding sources from company debt. The debt will be used as an additional
source of company funds for company operations. Companies with balanced
financial leverage have no risk in paying off interest and principal. This will
increase the value of the Company. Relevant to the trade-off theory, sometimes
called the balance theory (Stiglitz, 1969). This theory states that companies may owe at a balanced
level between the benefits of using debt and the costs of financial distress
and agency costs. The use of debt will increase the firm value but only to a
certain point.
However, the results of this study
are different from previous studies (Fosu
et al., 2016; (Perdana & Rahardja, 2014). They state that financial leverage has an impact on firm
value. This is because financial leverage has consequences for parties outside
the Company. This condition will be worrying for shareholders and investors in
the stock exchange. This concern will be associated with a decrease in the firm
value. Furthermore, market participants do not want to bear financial leverage
risk. Interest expense and loan principal will reduce the Company’s capital if
the Company is not managing leverage.
Financial leverage is related to
firm value. This relationship can be seen from the role of financial leverage
on firm value. Financial leverage is the proportion of company funding sources
from company debt. The debt will be used as an additional source of company
funds for company operations. Companies with high financial leverage contain
shops constrained in paying off interest and principal, thus reducing the firm value. The results
of previous studies indicate that financial leverage impacts the decline in
firm value. This is because financial leverage has consequences for parties
outside the Company. This condition will be worrying for shareholders and
investors in the stock exchange. This concern will be associated with a
decrease in the firm's value (Perdana
& Rahardja, 2014). This means that financial leverage is associated with a
decrease in firm value (Fosu et al., 2016). This is because market participants do not want to bear
the risk of financial leverage. Interest expense and loan principal will also
reduce the Company’s capital if the Company is not managing leverage. This is
then related to financial leverage by reducing the firm value.
3. Risk Management Affects Firm Value
Statistical test results show that
risk management positively affects firm value. The risk management coefficient
value is 0.0316. This value is not equal to zero (0.0316 < 0.05). Thus, Ha3
is accepted. This means that risk management affects the firm value. Risk
management functions to ensure that information about various risks is
resulting from the risk management process adequately reported and used as a
basis for decision making by the Company.
The aspect that affects business
costs is risk control. Risk control has many opportunity tactics for various
hazards in calculating capital requirements (Goyal, 2015). Companies in risk control use eight types of hazard profile criticism that
need to be controlled and reported, including credit hazard assessment, market,
operational, liquidity, legal, strategy, popularity, and compliance. The Hazard control software has become a necessity for global
companies to improve the performance of business enterprises. Control of risk
control can be done through identification procedures, measures, monitoring,
manipulation of hazards, and hazard control data systems (Goyal,
2010). The amount of risk to
be achieved is by the nature and complexity of the Company’s activities. Risk
manipulation is supported through effective hazard control implementation and
the desire to remember the results of hazard measures and monitoring.
Risk control is a system for
identifying, assessing, and controlling threats to an organization’s capital
and earnings. This stems from many assets, including monetary uncertainty,
criminal liability, era problems, strategic control errors, injuries, and natural
disasters. Efforts to improve the quality of risk management implementation can
be made through integrated risk management, namely the implementation of
Enterprise Risk Management (ERM) which affects the value of the Company.
Previous research by Widodo et al. (2013), and according to Iswani (2018), states a positive and significant influence between risk
management and the effect on firm value.
4. Tax Avoidance Moderates Good Corporate
Governance to Firm Value
The results of the behavior test show that tax
avoidance has a positive effect on firm value. The
value of the tax avoidance coefficient is 0.2788. The value of the Tax
Avoidance coefficient is 0.0316 (0.0316 < 0.05). Thus, Ha4 is accepted. This
means that Tax Avoidance cannot moderate the relationship between GCG and Firm
Value, so it can be concluded that the results of the fourth hypothesis (H4),
which states that Tax Avoidance can moderate the relationship between GCG and Firm
Value is rejected.
Tax avoidance is one way to avoid
taxes legally that does not violate tax regulations. This tax avoidance can be
said to be a complex and unique problem because, on the one hand, it is
permissible. This is by agency theory which explains that tax avoidance is an
activity that can facilitate opportunistic management such as tax avoidance and
can put company owners at risk (Jensen & Meckling, 1979). This condition can reduce the value of the Company. This
means that tax avoidance will reflect the transfer of government resources to
shareholders (Widyanto
et al., 2019).
The friction of agency problems between management and shareholders increases
the possibility of managerial irregularities that can harm firm value.
Furthermore, tax avoidance is
associated with a decrease in firm value. This is because tax avoidance has
risks that result in costs that shareholders must bear. So that shareholders
and investors will react negatively to firm value (Yee et al., 2018).
Corporate governance also affects
tax avoidance. This effect can be seen from the Company’s tax avoidance. Corporate
governance in the Company has the role of supervising and controlling the
actions of the executive directors. These supervisory actions are related to
the opportunistic behavior of company directors to maximize their interests. This
condition will impact the emergence of management limitations in carrying out
tax avoidance actions to decrease tax avoidance. This is relevant to agency
theory (Jensen & Meckling, 1979), which explains that corporate governance in a company monitors
management actions. With this action, management feels that their actions are
being monitored. The results of this study are relevant to (Multazam & Rahamwaty, 2018). They reveal that corporate governance affects tax avoidance.
This is because management actions are monitored, so it is not easy to find
opportunities to take risky actions for company owners. This means that the
proportion of corporate governance in the company is an integral part of
monitoring management actions (Kurniasih
& Suranta, 2017).
The aspect that affects the
Company’s value is that Good Corporate Governance has the effect of mutual
trust between the government, society, and non-public parties mainly based
entirely on the ideas of transparency, responsibility, and participation. The
linkage of global stakeholders, citizens, and corporations is critical for
successful policy implementation. Policy choices are made through their energy
but rely on the actors’ involvement. The agency’s monetary disaster due to the
impact of Covid-19 is evidence of the vulnerability of the implementation of
GCG in handling the agency. The implementation of GCG is classified through the
dimensions of the agency. Far affects agency costs because the more significant
the agency dimension, the more difficult it is to reap. Return on investment
that can be used to achieve agency objectives. However, it will cause much debt
because the institution’s threat of enjoying its obligations may be minimal (Indriyani, 2017).
The results of previous research (Saputra, Conscience, & Rafiqa,
2018).
They found that corporate governance can increase firm value. This condition
will impact the emergence of trust from shareholders related to the Company’s
value so that the value of the Company will increase (Setiadi & Suhardjanto, 2017). This means that the proportion of corporate governance in
the Company is an integral part for shareholders (Afiani & Hernawati, 2019). This is because the shareholders want the board of
directors’ performance to be monitored to optimize the Company’s performance.
This supervisory action will make potential investors react in the stock
market, thereby increasing the value of the Company.
This condition will impact the
emergence of management limitations in carrying out tax avoidance actions to
decrease tax avoidance. This is relevant to agency theory which explains that
corporate governance in companies has a role in monitoring management actions.
With this action, management feels that their actions are being monitored to be
careful. The results of previous studies found that corporate governance can
reduce tax avoidance. Management actions are monitored, so it is not easy to
find risky action opportunities for company owners (Multazam, 2018). In addition, supervisory actions are also related to the
opportunistic behavior of company
directors to maximize their interests (Sunarsih
& Oktaviani, 2016).
This condition will impact the
emergence of management limitations in carrying out tax avoidance actions to
decrease tax avoidance. Kurniasih and Suranta
(2017)
state corporate governance harmss tax avoidance. They
stated that the proportion of corporate governance in the Company is an
essential part of monitoring management actions. The independent commissioner
wants management not to take risks on taxation-related actions. Thus, it is
suspected that corporate governance harmss tax
avoidance because it will minimize management actions in tax avoidance.
5. Tax Avoidance Moderates Financial
Leverage to Firm Value
Statistical test results show that
financial leverage affects tax avoidance. The coefficient of financial leverage
is 0.0329. This value is not equal to zero (0.0329 < 0.05). Thus, Ha5 is
accepted. This means that Tax Avoidance can moderate the relationship between
Financial Leverage and Firm Value, so it can be concluded that the results of
the fifth hypothesis (H5) state that Tax Avoidance can moderate the
relationship between Financial Leverage and Firm Value are accepted. The debt
will be used as an additional source of company funds for company operations.
The higher the value of the leverage ratio, the higher the amount of funding
from third-party debt used by the Company. This condition also increases
interest costs arising from the debt. The higher interest costs will impact
reducing the Company's tax burden.
This is relevant to the trade-off
theory, sometimes called the balance theory (Stiglitz, 1969). This theory states that companies may owe at a balanced
level between the benefits of using debt and the costs of financial distress
and agency costs. The use of debt will reduce tax avoidance. This is because
the interest cost of debt can be calculated as a deduction for corporate tax.
This means that debt benefits the
Company (Boussaidi & Hamed, 2015). However, these benefits can only reduce taxes at some
point. However, when the Company's source of funds is too significant for debt,
the Company will use debt as a means to fund its operational and production
costs. Thus, there will be many products and sales that will occur. This will
be a big sale. This condition is considered to increase corporate tax avoidance
due to significant sales. This means that financial leverage has an impact on
increasing corporate tax avoidance.
The effect of financial leverage on
tax avoidance was also found by previous researchers (Noor
et al., 2010; Salaudeen, 2017). They state that financial leverage affects tax avoidance.
However, this effect reduces tax evasion. The interest expense paid on
financial leverage will reduce corporate taxes. Thus, the Company will reduce
its intention to avoid taxes. In other words, financial leverage is not related
to tax avoidance.
Financial leverage is related to
tax avoidance. This relationship can be seen from the role of financial
leverage on tax avoidance. Financial leverage is the proportion of company
funding sources from company debt. The debt will be used as an additional
source of funds for company operations. The debt will be used as an additional
source of company funds for company operations. The higher the value of the
leverage ratio, the higher the amount of funding from third-party debt used by
the Company. This condition also increases interest costs arising from the
debt. The higher interest costs will impact reducing the Company's tax burden.
The results of previous studies
found that financial leverage harm corporate tax avoidance (Noor
et al., 2010).
They state that debt has benefits for the Company. But this benefit only at a
certain point. Companies must be able to take advantage of these advantages
properly. The relevant thing means that financial leverage reduces corporate
tax avoidance (Salaudeen,
2017).
Meanwhile, according to Annisa (2017), leverage positively
affects tax avoidance. Interest paid on financial
leverage will reduce corporate tax when financial leverage is associated with reduced
corporate tax avoidance.
Factors that also affect firm value
are Financial Leverage. This relationship can be seen from the role of
financial leverage on firm value. According to (Perdana & Rahardja, 2014), financial leverage is the proportion of corporate funding
sources originating from company debt. The debt will be used as an additional
source of company funds for company operations. Companies with high financial
leverage are constrained in paying off the interest and principal, thus reducing the firm value.
The results of previous studies
indicate that financial leverage impacts decreasing firm value. This is because
financial leverage has consequences for parties outside the Company. This
condition will be worrying for shareholders and investors in the stock
exchange. This concern will be associated with a decrease in the firm's value (Perdana & Rahardja, 2014). This means that financial leverage is associated with a
decrease in firm value (Fosu et al., 2016). This is because market participants do not want to bear
the risk of financial leverage. Even the interest and principal costs of the
loan will also reduce the Company's capital if the Company is not successful in
managing the leverage associated with reducing the firm value.
6. Tax Avoidance Moderates Risk Management
to Firm Value
Statistical test results show that
Risk Management affects tax avoidance. The value of the financial leverage
coefficient is 0.4677. This value is not equal to zero (0.4677 > 0.05).
Thus, Ha6 is rejected. This means that Tax Avoidance cannot moderate the relationship
between Risk Management and Firm Value, so it can be concluded that the results of the
third hypothesis (H6), which states that Tax Avoidance can moderate the
relationship between Risk Management and Firm
Value, is rejected.
The Company's risk control reflects
the rules taken using the Company's management to provide an overview of the
individual who is the recipient of the threat. A company leader may also have
individual threat takers considered in the Company's threat timeline. If the
Company's leadership is a threat taker, the Company will do more and more tax
avoidance so that tax avoidance can be higher. On the other hand, if the
Company's executives avoid threats, the Company will move further away from tax
avoidance to lower tax avoidance. Based on previous research using Abdillah (2020), while according to Apriliana and Agustina (2017) that it harms tax avoidance, it was found that corporate
threats have a significant impact on production agents indexed on the Indonesia
Stock Exchange in 2015-2018.
Tax avoidance has a relationship
with firm value. This relationship can be seen from the role of tax avoidance
on firm value. Tax avoidance is one way to avoid taxes legally that does not
violate tax regulations. This tax avoidance can be a complex and unique problem
because it is permissible on the one hand. This condition can reduce the value
of the Company. In other words, tax avoidance will reflect the transfer of
government resources to shareholders. The friction of agency problems between
management and shareholders increases the opportunity for managerial
irregularities that can harm firm value (Widyanto
et al., 2019).
This means that tax avoidance is related to a decrease in firm value (Yee
et al., 2018).
This is because tax avoidance has risks that result in costs that shareholders
must bear so that shareholders and investors will react negatively to the firm
value.
Based on the results of the research
that has been done, after going through the stages of data collection, data
processing, panel data regression analysis, and interpreting the results of the
analysis regarding the influence between the implementation of Good Corporate
Governance Financial Leverage and risk management on Tax Avoidance through
Financial Leverage in the Consumer Goods Industry during Covid-19 pandemic. The
study was conducted using a sample of 70 consumer goods industries listed on
the IDX, which have released their financial statements for the 2019-2020
period. So conclusions can be drawn from the results
of data regression analysis using EViews 9 and
hypothesis testing in this study.
The GCG variable (X1) has a
significant effect on Firm Value (Y), so it can be concluded that the results
of the fourth hypothesis (H1), which states that GCG affects Firm Value, are
accepted.
The variable Financial Leverage (X2)
has a significant effect on Firm Value (Y), so it can be concluded that the
results of the second hypothesis (H2), which states that Financial Leverage
affects Firm Value, is accepted. Risk Management Variable (X3) has a
significant effect on Firm Value (Y), so it can be concluded that the results
of the third hypothesis (H3), which states that Risk Management affects Firm
Value, are accepted.
Variable Tax Avoidance cannot moderate
the relationship between GCG and Firm Value, so it can be concluded that the
results of the fourth hypothesis (H4), which states that Tax Avoidance can moderate
the relationship between GCG and Firm Value is rejected.
The Tax Avoidance variable can
moderate the relationship between Financial Leverage and Firm Value, so it can
be concluded that the results of the fifth hypothesis (H5), which states that
Tax Avoidance can moderate the relationship between Financial Leverage and Firm
Value is accepted.
The Tax Avoidance variable cannot
moderate the relationship between Risk Management and Firm Value, so it can be
concluded that the results of the sixth hypothesis (H6), which states that Tax
Avoidance can moderate the relationship between Risk Management Firm value is
rejected.
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