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J.
M.
Machar
Mathiang,
K.D.ewi
Sri
Susilowati
er
2022
MANUFACTURING
COMPANIES
THE EFFECT OF FINANCIAL RATIOS ON THE
PERFORMANCE OF MANUFACTURING
COMPANIES (CASE STUDY ON FOOD AND
BEVERAGES COMPANIES LISTED ON IDX IN
2018-2020)
John Mathiang Machar
Mathiang
Kartika Dewi Sri Susilowati
Management Accounting, State
Polytechnic of Malang, Indonesia
Corresponding e-mail: kar-
tika.dewi@polinema.ac.id.
Bank and Policy
ISSN: 2790-1041
E-ISSN: 2790-2366
www.bankandpolicy.org
Volume II, Issue 3
58 | P a g e
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Abstract
This study aims to analyze the effect of liquidity ratio, leverage ratio, and activity ratio on the perfor-
mance of food and beverages manufacturing companies that are listed on the Indonesian stock ex-
change during the period of 2018-2020. The object used for this study is the food and beverages
manufacturing companies that have fully published their financial statements for the fiscal year 2018-
2020 and have a positive profit flow during the entire period of the study. The number of companies
that qualify for the study based on the predetermined criteria amounted to 10(ten) companies. The
sampling technique used is the purposive sampling method whereby the researcher determines the
sample based on predetermined criteria set by the researcher. The data collection method used for
this study is the documentation method, and the data analysis used is a descriptive quantitative anal-
ysis using current ratio, debt to equity ratio, inventory turnover ratio, and return on assets.
Keywords: current ratio, debt to equity ratio, inventory turnover ratio, returns on assets, and compa-
ny performances.
Introduction
In the current era of globalization, advances
in science and technology cause world eco-
nomic activities to experience rapid devel-
opment. This has encouraged buying and
selling transactions between producers and
consumers to become more widespread
(global). This does not only take place in
the domestic transaction, but also the inter-
national market. Indonesia is among the
countries that participate in international
trade.
A study conducted by Kirankabeş and
Başarir (2012), reported that there is con-
siderable evidence that there exists a long-
term significant relationship between the
growth of the economy and the stock mar-
ket of a country. The results pointed to the
fact that the stock market helps the econo-
my in three critical ways which are helping
investors to invest their funds in the econ-
omy, helping the savers to beat inflation,
and helping businesses to fund the growth
of the economy.
Citation: John Mathiang Machar Mathiang, Kartika Dewi Sri Susilowati
(2022). The effect of financial ratios on the performance of manufacturing
companies (case study on food and beverages companies listed on Idx in
2018-2020). Bank and Policy 2(3): 58-70
DOI: 10.5281/zenodo.6526773
Corresponding e-mail: kartika.dewi@polinema.ac.id.
59 | P a g e
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The capital market is one example of pro-
gress in science and technology that is
more modern in the economic field. The
capital market is a very effective medium to
be able to channel and invest funds that
have a productive impact and benefit inves-
tors Kasmir (2016).
According to Kiseleva (2019), Businesses in
the world are traditionally divided or catego-
rized into two parts mainly; profit-centered
or commercial oriented and non-profit ori-
ented or none commercial oriented. Irre-
spective of the profit-oriented motive or so-
cial well-being motive, financial perfor-
mance plays a key role in an organization in
the path to achieving its goals.
A study done by Khyareh and Oskou
(2015), concludes that there is a close and
decided relationship between the develop-
ment of an economy, and the growth of the
stock market. It tends to point out the fact
that the stock market becomes larger as the
economy of the country grows. Financial
analysis of companies listed on the stock
exchange can be done in many ways, in-
cluding the analysis of financial ratios.
The research on financial ratios to predict
the performance of a firm has been carried
out by Martani (2009). The results of this
research show that financial ratios, firm
size, and cash flow from operating activities
have got a significant contribution or influ-
ence towards the profit that a business can
obtain both in the short and long term.
The study by Alqam (2021), reported that
financial analysis using financial ratios has
effect on the quality of decision making by
the investors who are interested in investing
their funds in the economy. It further elabo-
rated that investor’s decision making is
closely associated with the accuracy and
quality of financial information provided by
means of financial ratios.
Financial statement analysis by mean of ra-
tios is of vital important those running busi-
ness which they can use as a tool to assess
the considerable risk, and see a way in
which they can protect their businesses
from collapsing Mukamwiza and Claude
(2020). There are various unseen risks that
can occur when starting and growing a
business, and thus financial analysis will
play a vital role when making investment
decisions.
The food and beverages sector is one of the
many promising sectors that is helping In-
donesia’s economic growth today. It’s
therefore expected that the food and bev-
erages sector is profitable to the extent that
it will add value to overall Indonesia’s econ-
omy. IDX plays a major role in projecting
the status of companies to the public which
can capture the interest of the public, espe-
cially investors.
Several types of research have examined
the relationship between liquidity ratios,
leverage ratios, and activity ratios on the
performances of companies such as
Kariyawasam (2019 found that the Current
ratio, leverage, and the firm size had a sig-
nificant relationship with the company’s per-
formance. While the study carried out by
Lumbantobing (2020), explained that activi-
ty ratios do not have many effects on the
possibility of financial distress.
However, Liquidity ratios have a profound
negative impact on the company’s perfor-
mance and could result in the possibility of
financial distress. Nonetheless, he further
expressed that debt ratios and earnings ra-
tios can altogether influence the chance of
financial misery.
In general, the types of financial ratios that
can be used to assess management perfor-
mance vary widely. The use of each ratio
depends on the company's needs, meaning
that sometimes not all ratios are used. It's
just that if you want to see the condition
and position of the company in full. Based
on the background description above, the
researcher is interested in researching the
effects of Current Ratio (CR), Debt to Equity
Ratio (DER), and Inventory Turnover Ratio
(ITOR) on the performances of Food and
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Beverages manufacturing companies listed
on Indonesia Stock Exchange (IDX) during
2018-2020.
Literature Reviews
Liquidity ratio is a ratio that is used to
measure the ability of a company to meet
its debts and obligations and its margin of
safety through the calculation of metrics
such as current ratio, quick ratio, and oper-
ating cash flow ratio. A study by Jihadi
(2021), Define liquidity ratio as a ratio that
describes the ability of a company to meet
short-term obligation (debt).
In this study, the liquidity ratio will be
measured (proxied) by the current ratio. In
essence, the current ratio is one of the li-
quidity ratios that measure, in particular,
the ability of a company, a firm, or an or-
ganization to pay its short-term obligations
or those due within one year or less. It tells
the investors and analysts how a company
can maximize the current assets on its bal-
ance sheet in order to satisfy its current
debt and others payable in the current year.
The current ratio is calculated by dividing
current assets by current liabilities.
Current ratio= (Current Assets / Cur-
rent Liabilities)
Leverage ratio can be used to measure the
extent to which the firm’s assets are being
financed using debts or borrowings Kashmir
(2016. To serve the purpose of this study,
the Debt to equity ratio (DER) will be used
to measure the leverage ratios of selected
companies for this study. The DER ratio is a
financial ratio that compares the company’s
total liabilities to its shareholders' equity,
then evaluates how much leverage a com-
pany is using. Debt to Equity Ratio is calcu-
lated by dividing total debt with total equity
as expressed below.
Debt to equity ratio = (Total Liabilities
/ Total Equity)
An activity ratio is a kind of financial metric
that is used to indicate how efficiently a
company is leveraging the assets on its bal-
ance sheet, in order to generate revenues
and cash. According to Jihadi (2021), an
activity ratio is used to measure firm’s effi-
ciency through the use of its assets. To
meet the needs of this study, the actvity
ratio will be (proxied) by the inventory turn-
over ratio. Inventory Turnover Ratio is cal-
culated by dividing total debt with total eq-
uity as expressed below.
Inventory Turnover Ratio= (Cost of
goods sold / Average Inventory)
Profitability Ratio. Dyah (2020), profitabil-
ity ratio is used to measure the general
management efficacy aimed at the size of
the level of profits attained relative to sales
and investment. The ability of a company to
wisely use the existing resources is what
can be interpreted as profitability DWI
(2020). When a company gets more return
from its investment, it tends to use less of
the debt, and the stock price goes up as
investors feel more confident enough to in-
vest in the company Profitability ratios
shows to what degree the company effi-
ciently generates profit and value for share-
holders. It also shows how well a company
utilizes its assets to produce the desired
profit and value to its shareholders. It indi-
cates the ability of a company to generate
earnings against cost during a given period.
This study will use Return on assets (ROA)
as a proxy for calculating the profitability
ratios of the selected food and beverages
manufacturing companies for this study.
Return on assets (ROA) Ratio is calculated
by dividing net income by total assets as
expressed below.
Return on Assets = (Net income/ Total
Assets)
Current Ratio towards Return on assets.
The current ratio is calculated by comparing
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current assets with current liabilities. Ac-
cording to Ghoniyah (2017), a low ratio
means that a company is unable to pay its
short-term liabilities and therefore not able
to take advantage of cash cut or other ex-
pected affluence, whereas a high current
means that a company has more cash than
it can use to pay its short-term obligations,
A study conducted by Yameen (2019),
shows that current and quick ratios have a
significant impact on the profitability of the
firms. It means that when a company has
a higher liquidity ratio, the chances of mak-
ing more profit, and staying in the business
are higher. In essence, businesses are not
supposed to be run on debts or obligations,
and a higher liquidity ratio is just a great
indicator that a firm is doing well, whereas
a low liquidity ratio means business is not
doing well and may reach a point of col-
lapse if its liquidity position is not raised.
It can thusly be reasoned that a higher li-
quidity ratio implies that a business is run-
ning admirably and can pay its present obli-
gation when they come due, while the low
liquidity ratio is a sign that the business is
very nearly breakdown, and needs more
money streaming into the business. Given
the above depiction, the hypotheses used in
this study are as follows:
H1: Current ratio affects the Company’s
performance.
Debt to Equity towards Return on as-
sets.
The debt to equity ratio looks at how much
the company is using debt to fund or run
the affairs of its business operation. An ex-
cess of obligation or debts can be awful to
the organization's life and may prompt in-
solvency when the lenders request their
compensation.
Having an excessive number of resources
owing debtors isn't dependably a splendid
move for the organization since it accompa-
nies a ton of interest’s payment, however
when the firm is making a good profit and is
paying less on return, then the investment
in debt is considered to be meaningful to
the business operation since debt is the
cheapest way of consolidating funds to run
the business.
According to Septiari (2017), indicates that
the use of high debt to fund or to meet the
company’s operational needs is not neces-
sarily able to improve the financial perfor-
mance of the firm. This is true because debt
will always cause too much outflow of cash
from the business in form of interest. It’s
therefore not important to invest too much
debt into the business because it will nega-
tively affect the normal operation of the
business in both the short and long run.
Based on the description above, the hy-
potheses for this study are as follows:
H2: Debt to Equity ratio affects the compa-
ny’s performance
Inventory Turnover Ratio towards Re-
turn on assets.
According to, Nugraha (2015) inventory
turnover ratio refers to a ratio that indicates
the number of times a company is able to
sell or replace it old inventory with the new
ones in a year, and how funds invested into
the business rotate by means of inventory
that the business has.
According to Nasution (2020), higher inven-
tory turnover ratio can lead to a higher cost
which can be suppressed during the opera-
tion, which eventually lead to higher profit
to the business. Equally, if the turnover of
the inventory is slow, then a company is
expected to gain little profit.
Similar study carried out by Kwak (2019),
asserted that inventory turnover is an effec-
tive indicator of an operational efficacy, in
that it can be used to measure an overall
performance of a company by looking at
how many times it takes to have all the
stocks or inventories sold out, and realise
returns from the sales. Based on the de-
scription above, the hypotheses for this
study are as follows:
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H3: Inventory Turnover ratio affects the
company’s performance
Research method
Data
There are two variables used in this study:
Dependent variable. The dependent vari-
able for this study is company’s perform-
ance which is proxied by Return on assets
(ROA).
Independent Variable. The independent
variables for this study are Current Ratio,
Debt to Equity Ratio, and Inventory Turn-
over Ratio.
SAMPLE
This study uses the quantitative approach of
data analysis, with an aim of investigating a
certain population or sample used in this
study. The source of data in this study is
secondary data. Data is obtained from the
company’s fiscal financial statements of
food and beverages manufacturing compa-
nies that are listed on the Indonesian Stock
Exchange (IDX) during the year 2018-2020.
The population used for this research is
food and beverages companies that are
listed on IDX. Table 1 presents the sample
of this study which is obtained by using the
purposive sampling method based on the
predetermined criteria set forth by the re-
searcher.
Table 1. Sample Selection
No Criteria Amount
1 Data of food and Beverages Sub-sector Manufacturing
Companies listed on IDX for a period of 2018-2020
12
2 Companies that have negative profit growth during
the research period of 2018-2020
(2)
3 Manufacturing companies in the Food and Beverages
Sub-sector that earn net profit during the year 2018-
2020
10
Method Analysis
The dependent variable used for this
study company’s performance which is
being measured by return on assets. Re-
turn on assets show the ability of a com-
pany to get return or profit from its in-
vestments. Higher ratio of return assets
is considered to depict the good per-
formance of a company, whereas low
ratio of return on assets means that the
company is performing poorly. The inde-
pendent variable used for this study is
current ratio, debt to equity ratio, and
inventory turnover ratio.
In essence, higher current ratio portrays
the company’s ability to pay its short-
term obligation, and it also shows the
high liquidity position of a company or
the availability of cash, however, high
current ratio sometimes means that most
of the company’s cash are tied up in old
inventory that may be written off or with
debtors in form of account receivables
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which may take long to be collected, and
result in creating an account known as
bad debt account.
The Debt to equity ratio shows the ratio
of total debt held by the company’s as
compare to its shareholders’ equity.
Higher ratio of debt to equity is detrimen-
tal to the company’s progress if not
monitored well.
An inventory turnover ratio shows the
number of days it takes for a company to
have all its inventory sold out, and re-
stock. Higher ratio of inventory turnover
ratio is considered useful for the progress
of the company in its quest to obtain
profit.
Normality test. The test of normality
identifies whether in regression model,
the dependent variable and the inde-
pendent variable has a normal distribu-
tion or not Ghozali (2012). A Good Re-
gression Model has a normal distribution
of the data or close to normal. To detect
the normality results, it can be done
with statistical test.
Multicollinearity test. According to
Ghozali (2018:107-108), Multicollinearity
test is a kind of test that is carried out to
determine or identifies whether there is a
correlation between or among the inde-
pendent variables in the study. A good
multicollinearity test should show no cor-
relation between the independent varia-
ble. It can be seen from the tolerance
value or the variance inflation factor as
seen below. If the value of tolerance or
tolerance value > 0.1 VIF value < 10, it
can be concluded that there is no
multicollinearity between independent
variables in the regression model.If the
tolerance value < 0,1 VIF value > 10, it
can be concluded that there is
multicollinearity among the independent
variables in the regression model
Autocolleration test. According to
Ghozali (2018:111-112), Autocorrelation
is a test aimed at testing whether linear
regression model has correlation be-
tween fault disturber in the t period with
the fault disturber in the period t-1 (ear-
lier). If there is a correlation, then it’s
concluded that there is a problem with
autocorrelation.
Multiple regression analysis. Multiple
regression analysis is used to measure
the relationship strength among various
independent variables on one independ-
ent variable Pattiasina (2018).
T-Test. The t-test is a test that shows
how far an explanatory variable or inde-
pendent individually influences or effects
an explanatory variable or dependent
variable. This is basically the test of sig-
nificant. The test of significance of an
individual parameters test (t-test) is as
follows: If the probability or a signifi-
cance a> 0.05, then the independent
variable, individually is considered to
have no effect towards the dependent
variable. If the significance a<0.05 then
the independent variable, individually is
considered to have an effect towards the
dependent variable
F-test. The f-test is a test that is done
purposely to show whether all independ-
ent variables that are included in the
model have an influence towards the de-
pendent variable.
The determination Coefficient R2.
The value used for the determination co-
efficient is between zero and one. A small
value of R2 denotes that the ability of
independent variables, explaining the de-
pendent variable is very limited. The
point to be made is that, the determina-
tion coefficient R2 measures how far the
model is capable of explaining the de-
pendent variations.
RESULTS AND DISCUSSION
RESULT
Normality Test. Is a test of the distri-
bution of the data to be analyzed,
whether the distribution is under the
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normal curve or not? The method used in
this study uses the One-Sample Kolmo-
gorov-Smirnov test method, to determine
the distribution of the data, whether it is
normally distributed or not? The residual
is said to be normally distributed if the
significance value is more than 0.05 (Sig
> 0.05). The following are the results of
normality testing using the One-Sample
Kolmogorov-Smirnov.
Table 2. Normality Test Results
One-Sample Kolmogorov-Smirnov Test
CR DER ITOR ROA
N 30 30 30 30
Nor
mal
Para
mete
rsa,,b
Mean 2.88644 .73980 7.12368 .11662
Std. Deviation 2.001012 .616918 4.033268 .101810
Most
Ex-
trem
e
Dif-
fere
nces
Absolute .150 .201 .151 .180
Positive .150 .201 .151 .180
Negative -.141 -.180 -.136 -.131
Kolmogorov-Smirnov
Z
.821 1.101 .826 .988
Asymp. Sig. (2-tailed) .510 .177 .502 .284
a. Test distribution is Normal.
b. Calculated from data.
Source: SPSS data processing output 22
Based on the above test results obtained under One-Sample Kolmogorov-Smirnov Test,
it can be established that the distribution is normal, given the significant value is higher
than alpha 0.05, which is 0.510 for this case, hence data is normal.
Multiple Regression. Is a linear regression approach that is used to explain the rela-
tionship between single dependent variable and several independent variables under
study?
Table 3. Multiple Regression Test Results
Model Unstandardized Coefficients Standardized
Coefficients
T Sig.
B Std. Error Beta
1 (Constant) .089 .063 1.414 .169
CR .010 .011 .189 .841 .408
DER .032 .039 .194 .814 .423
ITOR -.003 .005 -.130 -.628 .536
Dependent Variable: ROA
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Source: SPSS data processing output 22
Based on the above, the regression is:
Y=0.089+0.010CR+0.032DER+-0.003TOR
Where Y is the dependent variable (return on assets). The constant value of 0.089 de-
notes that if independent variables which are CR, DER, and ITOR are assumed to be
constant, then the corresponding value of Y will be 0.089. Meanwhile regression coeffi-
cient that is associated with CR, DER, ITOR are 0.010, -0.032, and -0.003 respectively,
this implies that an increase in each unit of independent variable is also associated with
same value of regression coefficient. For example, if Current Ratio (CR) increases by 1
unit, then have influence of 0.089 unit of return on assets.
R2 Test. Determination Coefficient (R2) is a test carried out on independent variables
to check how far the model was able to explain the dependent variable. The value of
determination coefficient is taken between zero and one for a given data. A small value
of R2 means that the ability of independent variables in explaining the dependent vari-
able is very limited.
Table 4. R2 Test Results
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .206a
.043 -.068 .105207
Model Summary
Predictors: (Constant), ITOR, DER, CR
Source: SPSS data processing output 22
Determinants to see the magnitude of the effect of x on y, obtained from r square
times 100 (4.3%), this implies that the ability of independent variable (Current Ratio,
Debt to equity Ratio, and ITOR) used in this study to explain the dependent variable
(performances of food and beverage manufacturing companies as measured by return
on assets) can only be explained by 4.3% of independent variables. The rest of 95.7%
can be explained by variables that are not included in this study.
F- Test. F-test is done to see whether there is an effect of x (independent variable)
simultaneously on y (dependent variables).
Table 5. F-Test Results
ANOVAb
Model
Sum of
Squares Df Mean Square F Sig.
1 Regression .013 3 .004 .386 .764a
Residual .288 26 .011
Total .301 29
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a. Predictors: (Constant), ITOR, CR, DER
b. Dependent Variable: ROA
Source: SPSS data processing output 22
The result shows the value of sig/p value = 0.764 > 0.05 means that there is no signif-
icant effect of x simultaneously on y.
T –Test. The T-test is similar to the F test but the x variable is tested separately (par-
tial). T-test is a statistical test that is carried out to determine whether there is an im-
pact of each or single independent variable separately as seen in the table below to-
wards dependent variable in question.
Table 6. T-Test Results
Coefficientsa
Model Unstandardized Coeffi-
cients
Standardized
Coefficients
T Sig.
B Std. Error Beta
1 (Con-
stant)
.089 .063 1.414 .169
CR .010 .011 .189 .841 .408
DER .032 .039 .194 .814 .423
ITOR -.003 .005 -.130 -.628 .536
Dependent Variable: ROA
Source: SPSS data processing output 22
The Interpretation of T-test results as done by SPSS can be seen below for each of the
independent variables.
X1 sig = 0.408 > 0.05 means that there is no partial effect.
X2 sig = 0.423 > 0.05 means that there is no partial effect.
X3 sig = 0.536 > 0.05 means that there is no partial effect.
Discussion
The effect of liquidity ratio on the com-
pany’s performance. The Liquidity Ratio
Hypothesis (H1) as proxied by the Cur-
rent Ratio for this research is not accept-
ed. Based on the results of the T-test, it
can be established that the Current Ratio
doesn’t have a positive or partial effect
on the performance of Foods and Bever-
ages Manufacturing companies that are
used for this study.
The value of significance of the current
ratio as shown in the T-test results is
0.408 which is higher than alpha 0.05,
hence no partial effects between the cur-
rent ratio and the company’s perfor-
mance as measured by return on as-
sets(ROA). The results of this research
show that the current ratio can’t be used
to measure the performance of the com-
pany as seen through the lenses of re-
turn on assets (ROA).
The results of this research are in line with the
research conducted by Pangkong et al.
(2017). Their research stated that the Current
Ratio doesn’t have any ability to predict sig-
nificant profit changes in the firm. However,
the results of this study do not support the
research conducted by Susanti & Widyawati
(2016), which stated that: Current ratio has
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significant influence on profit changes of the
company, and can therefore be used to pre-
dict the future profit changes.
The effects of debt to equity ratio on the
company’s performance.
The leverage ratio Hypothesis (H2) as
proxied by Debt to Equity Ratio for this
research is rejected. Based on the results
of the T-test, it can be seen that Debt to
Equity Ratio doesn’t significantly affects
the performance of foods and beverage
companies taken for this research.
The value of significant of Debt to Equity
Ratio as seen above is 0.423, which is
higher than alpha 0.05, hence has no
partial effects on the performance of
foods and beverages manufacturing
companies taken for this study, using
Return on Assets as the measurement for
companies’ performance. The results of
this study agree with the study conduct-
ed by Imani et,al (2018) which reported
that debt to equity ratio has no
significant effect on the return on assets.
There results, however disagrees with
research conducted by Hantono (2018),
which stated that debt to equity ratio
individually has significant influnece on
the profitability of a company as proxied
by a return on assets.
The effects of inventory turnover ratio on the
company’s performance.
The activity ratio Hypothesis (H3) as
proxied by Inventory Turnover Ratio for
this research is not accepted. Based on
the results of the T-test, it can be seen
that activity Ratio doesn’t significantly
affects the performance of foods and
beverage companies that are used as the
objects of this study.
The value of significant of Inventory
Turnover Ratio as seen above is 0.536,
which is higher than alpha 0.05, hence
has no partial effects on the perfor-
mance of foods and beverages manufac-
turing companies taken for this study,
using Return on Assets as the measure-
ment for companies’ performance. The
results of this study agrees with
Lumbantobing (2020), which stated that
inventory tunrover ratio does not
sifnificantly affect the performance of
the company.
Conclusion
This study aims to examine the effects of
financial ratios of the Current Ratio,
Debt to Equity Ratio, and Inventory
turnover ratio on the performance of
food and beverages companies listed on
the Indonesian stock exchange during
2018-2020. The performance of the
companies used for this study is meas-
ured by the dependent variable Return
on assets (ROA). The results of the study
were obtained using regression testing.
Based on the results of the tests per-
formed above, the researcher draws
some of the conclusions given below:
The current ratio has no significant in-
fluence on the performance of foods and
beverages manufacturing companies, as
measured through Return on assets
(ROA) for companies that were listed on
the Indonesian Stock Exchange (IDX),
which published their year-end financial
statement for 2018-2020 period.
Debt to Equity Ratio has got no signifi-
cant influence on the performance of
foods and beverage manufacturing
companies that were listed on the Indo-
nesia Stock Exchange, based on the Re-
turn on assets as a measure of the com-
pany’s performance. This means that
the use of debts in running the daily op-
erations of Foods and Beverages manu-
facturing businesses can not improve
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the financial performance of the com-
panies in question.
The Inventory Turnover ratio has no sig-
nificant influence on the performance of
foods and beverages manufacturing, as
measured through Return on assets
(ROA) for companies that were listed on
the Indonesian Stock Exchange.
Suggestion.
In accordance with the results of the
study, conclusions, and limitations ob-
tained. Definitive suggestions for further
researchers are as follows:
For any further researcher, it’s recom-
mendable that the number of objects be
increased, so as to obtain more samples
to be studied in order that data will not
decrease much when there are some da-
ta that are not normally distributed.
Increasing the research period is highly
recommended that it can reflect the gen-
eral condition of the company in the long
run.
Further research is recommended to use
a sample of food and beverages compa-
nies alongside other sectors so that the
results can be comprehensive.
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© 2022 The Author(s). This open access article is distributed under a Creative Commons Attribution (CC-BY) 4.0 license.
You are free to:
Share — copy and redistribute the material in any medium or format.
Adapt — remix, transform, and build upon the material for any
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cate if changes were made. You may do so in any reasonable manner, but not in any way
that suggests the licensor endorses you or your use.No additional restrictions
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The Effect of Financial Ratios on Performance of Food and Beverage Companies

  • 1. J. M. Machar Mathiang, K.D.ewi Sri Susilowati er 2022 MANUFACTURING COMPANIES THE EFFECT OF FINANCIAL RATIOS ON THE PERFORMANCE OF MANUFACTURING COMPANIES (CASE STUDY ON FOOD AND BEVERAGES COMPANIES LISTED ON IDX IN 2018-2020) John Mathiang Machar Mathiang Kartika Dewi Sri Susilowati Management Accounting, State Polytechnic of Malang, Indonesia Corresponding e-mail: kar- tika.dewi@polinema.ac.id. Bank and Policy ISSN: 2790-1041 E-ISSN: 2790-2366 www.bankandpolicy.org Volume II, Issue 3
  • 2. 58 | P a g e www.bankandpolicy.org Abstract This study aims to analyze the effect of liquidity ratio, leverage ratio, and activity ratio on the perfor- mance of food and beverages manufacturing companies that are listed on the Indonesian stock ex- change during the period of 2018-2020. The object used for this study is the food and beverages manufacturing companies that have fully published their financial statements for the fiscal year 2018- 2020 and have a positive profit flow during the entire period of the study. The number of companies that qualify for the study based on the predetermined criteria amounted to 10(ten) companies. The sampling technique used is the purposive sampling method whereby the researcher determines the sample based on predetermined criteria set by the researcher. The data collection method used for this study is the documentation method, and the data analysis used is a descriptive quantitative anal- ysis using current ratio, debt to equity ratio, inventory turnover ratio, and return on assets. Keywords: current ratio, debt to equity ratio, inventory turnover ratio, returns on assets, and compa- ny performances. Introduction In the current era of globalization, advances in science and technology cause world eco- nomic activities to experience rapid devel- opment. This has encouraged buying and selling transactions between producers and consumers to become more widespread (global). This does not only take place in the domestic transaction, but also the inter- national market. Indonesia is among the countries that participate in international trade. A study conducted by Kirankabeş and Başarir (2012), reported that there is con- siderable evidence that there exists a long- term significant relationship between the growth of the economy and the stock mar- ket of a country. The results pointed to the fact that the stock market helps the econo- my in three critical ways which are helping investors to invest their funds in the econ- omy, helping the savers to beat inflation, and helping businesses to fund the growth of the economy. Citation: John Mathiang Machar Mathiang, Kartika Dewi Sri Susilowati (2022). The effect of financial ratios on the performance of manufacturing companies (case study on food and beverages companies listed on Idx in 2018-2020). Bank and Policy 2(3): 58-70 DOI: 10.5281/zenodo.6526773 Corresponding e-mail: kartika.dewi@polinema.ac.id.
  • 3. 59 | P a g e www.bankandpolicy.org The capital market is one example of pro- gress in science and technology that is more modern in the economic field. The capital market is a very effective medium to be able to channel and invest funds that have a productive impact and benefit inves- tors Kasmir (2016). According to Kiseleva (2019), Businesses in the world are traditionally divided or catego- rized into two parts mainly; profit-centered or commercial oriented and non-profit ori- ented or none commercial oriented. Irre- spective of the profit-oriented motive or so- cial well-being motive, financial perfor- mance plays a key role in an organization in the path to achieving its goals. A study done by Khyareh and Oskou (2015), concludes that there is a close and decided relationship between the develop- ment of an economy, and the growth of the stock market. It tends to point out the fact that the stock market becomes larger as the economy of the country grows. Financial analysis of companies listed on the stock exchange can be done in many ways, in- cluding the analysis of financial ratios. The research on financial ratios to predict the performance of a firm has been carried out by Martani (2009). The results of this research show that financial ratios, firm size, and cash flow from operating activities have got a significant contribution or influ- ence towards the profit that a business can obtain both in the short and long term. The study by Alqam (2021), reported that financial analysis using financial ratios has effect on the quality of decision making by the investors who are interested in investing their funds in the economy. It further elabo- rated that investor’s decision making is closely associated with the accuracy and quality of financial information provided by means of financial ratios. Financial statement analysis by mean of ra- tios is of vital important those running busi- ness which they can use as a tool to assess the considerable risk, and see a way in which they can protect their businesses from collapsing Mukamwiza and Claude (2020). There are various unseen risks that can occur when starting and growing a business, and thus financial analysis will play a vital role when making investment decisions. The food and beverages sector is one of the many promising sectors that is helping In- donesia’s economic growth today. It’s therefore expected that the food and bev- erages sector is profitable to the extent that it will add value to overall Indonesia’s econ- omy. IDX plays a major role in projecting the status of companies to the public which can capture the interest of the public, espe- cially investors. Several types of research have examined the relationship between liquidity ratios, leverage ratios, and activity ratios on the performances of companies such as Kariyawasam (2019 found that the Current ratio, leverage, and the firm size had a sig- nificant relationship with the company’s per- formance. While the study carried out by Lumbantobing (2020), explained that activi- ty ratios do not have many effects on the possibility of financial distress. However, Liquidity ratios have a profound negative impact on the company’s perfor- mance and could result in the possibility of financial distress. Nonetheless, he further expressed that debt ratios and earnings ra- tios can altogether influence the chance of financial misery. In general, the types of financial ratios that can be used to assess management perfor- mance vary widely. The use of each ratio depends on the company's needs, meaning that sometimes not all ratios are used. It's just that if you want to see the condition and position of the company in full. Based on the background description above, the researcher is interested in researching the effects of Current Ratio (CR), Debt to Equity Ratio (DER), and Inventory Turnover Ratio (ITOR) on the performances of Food and
  • 4. 60 | P a g e www.bankandpolicy.org Beverages manufacturing companies listed on Indonesia Stock Exchange (IDX) during 2018-2020. Literature Reviews Liquidity ratio is a ratio that is used to measure the ability of a company to meet its debts and obligations and its margin of safety through the calculation of metrics such as current ratio, quick ratio, and oper- ating cash flow ratio. A study by Jihadi (2021), Define liquidity ratio as a ratio that describes the ability of a company to meet short-term obligation (debt). In this study, the liquidity ratio will be measured (proxied) by the current ratio. In essence, the current ratio is one of the li- quidity ratios that measure, in particular, the ability of a company, a firm, or an or- ganization to pay its short-term obligations or those due within one year or less. It tells the investors and analysts how a company can maximize the current assets on its bal- ance sheet in order to satisfy its current debt and others payable in the current year. The current ratio is calculated by dividing current assets by current liabilities. Current ratio= (Current Assets / Cur- rent Liabilities) Leverage ratio can be used to measure the extent to which the firm’s assets are being financed using debts or borrowings Kashmir (2016. To serve the purpose of this study, the Debt to equity ratio (DER) will be used to measure the leverage ratios of selected companies for this study. The DER ratio is a financial ratio that compares the company’s total liabilities to its shareholders' equity, then evaluates how much leverage a com- pany is using. Debt to Equity Ratio is calcu- lated by dividing total debt with total equity as expressed below. Debt to equity ratio = (Total Liabilities / Total Equity) An activity ratio is a kind of financial metric that is used to indicate how efficiently a company is leveraging the assets on its bal- ance sheet, in order to generate revenues and cash. According to Jihadi (2021), an activity ratio is used to measure firm’s effi- ciency through the use of its assets. To meet the needs of this study, the actvity ratio will be (proxied) by the inventory turn- over ratio. Inventory Turnover Ratio is cal- culated by dividing total debt with total eq- uity as expressed below. Inventory Turnover Ratio= (Cost of goods sold / Average Inventory) Profitability Ratio. Dyah (2020), profitabil- ity ratio is used to measure the general management efficacy aimed at the size of the level of profits attained relative to sales and investment. The ability of a company to wisely use the existing resources is what can be interpreted as profitability DWI (2020). When a company gets more return from its investment, it tends to use less of the debt, and the stock price goes up as investors feel more confident enough to in- vest in the company Profitability ratios shows to what degree the company effi- ciently generates profit and value for share- holders. It also shows how well a company utilizes its assets to produce the desired profit and value to its shareholders. It indi- cates the ability of a company to generate earnings against cost during a given period. This study will use Return on assets (ROA) as a proxy for calculating the profitability ratios of the selected food and beverages manufacturing companies for this study. Return on assets (ROA) Ratio is calculated by dividing net income by total assets as expressed below. Return on Assets = (Net income/ Total Assets) Current Ratio towards Return on assets. The current ratio is calculated by comparing
  • 5. 61 | P a g e www.bankandpolicy.org current assets with current liabilities. Ac- cording to Ghoniyah (2017), a low ratio means that a company is unable to pay its short-term liabilities and therefore not able to take advantage of cash cut or other ex- pected affluence, whereas a high current means that a company has more cash than it can use to pay its short-term obligations, A study conducted by Yameen (2019), shows that current and quick ratios have a significant impact on the profitability of the firms. It means that when a company has a higher liquidity ratio, the chances of mak- ing more profit, and staying in the business are higher. In essence, businesses are not supposed to be run on debts or obligations, and a higher liquidity ratio is just a great indicator that a firm is doing well, whereas a low liquidity ratio means business is not doing well and may reach a point of col- lapse if its liquidity position is not raised. It can thusly be reasoned that a higher li- quidity ratio implies that a business is run- ning admirably and can pay its present obli- gation when they come due, while the low liquidity ratio is a sign that the business is very nearly breakdown, and needs more money streaming into the business. Given the above depiction, the hypotheses used in this study are as follows: H1: Current ratio affects the Company’s performance. Debt to Equity towards Return on as- sets. The debt to equity ratio looks at how much the company is using debt to fund or run the affairs of its business operation. An ex- cess of obligation or debts can be awful to the organization's life and may prompt in- solvency when the lenders request their compensation. Having an excessive number of resources owing debtors isn't dependably a splendid move for the organization since it accompa- nies a ton of interest’s payment, however when the firm is making a good profit and is paying less on return, then the investment in debt is considered to be meaningful to the business operation since debt is the cheapest way of consolidating funds to run the business. According to Septiari (2017), indicates that the use of high debt to fund or to meet the company’s operational needs is not neces- sarily able to improve the financial perfor- mance of the firm. This is true because debt will always cause too much outflow of cash from the business in form of interest. It’s therefore not important to invest too much debt into the business because it will nega- tively affect the normal operation of the business in both the short and long run. Based on the description above, the hy- potheses for this study are as follows: H2: Debt to Equity ratio affects the compa- ny’s performance Inventory Turnover Ratio towards Re- turn on assets. According to, Nugraha (2015) inventory turnover ratio refers to a ratio that indicates the number of times a company is able to sell or replace it old inventory with the new ones in a year, and how funds invested into the business rotate by means of inventory that the business has. According to Nasution (2020), higher inven- tory turnover ratio can lead to a higher cost which can be suppressed during the opera- tion, which eventually lead to higher profit to the business. Equally, if the turnover of the inventory is slow, then a company is expected to gain little profit. Similar study carried out by Kwak (2019), asserted that inventory turnover is an effec- tive indicator of an operational efficacy, in that it can be used to measure an overall performance of a company by looking at how many times it takes to have all the stocks or inventories sold out, and realise returns from the sales. Based on the de- scription above, the hypotheses for this study are as follows:
  • 6. 62 | P a g e www.bankandpolicy.org H3: Inventory Turnover ratio affects the company’s performance Research method Data There are two variables used in this study: Dependent variable. The dependent vari- able for this study is company’s perform- ance which is proxied by Return on assets (ROA). Independent Variable. The independent variables for this study are Current Ratio, Debt to Equity Ratio, and Inventory Turn- over Ratio. SAMPLE This study uses the quantitative approach of data analysis, with an aim of investigating a certain population or sample used in this study. The source of data in this study is secondary data. Data is obtained from the company’s fiscal financial statements of food and beverages manufacturing compa- nies that are listed on the Indonesian Stock Exchange (IDX) during the year 2018-2020. The population used for this research is food and beverages companies that are listed on IDX. Table 1 presents the sample of this study which is obtained by using the purposive sampling method based on the predetermined criteria set forth by the re- searcher. Table 1. Sample Selection No Criteria Amount 1 Data of food and Beverages Sub-sector Manufacturing Companies listed on IDX for a period of 2018-2020 12 2 Companies that have negative profit growth during the research period of 2018-2020 (2) 3 Manufacturing companies in the Food and Beverages Sub-sector that earn net profit during the year 2018- 2020 10 Method Analysis The dependent variable used for this study company’s performance which is being measured by return on assets. Re- turn on assets show the ability of a com- pany to get return or profit from its in- vestments. Higher ratio of return assets is considered to depict the good per- formance of a company, whereas low ratio of return on assets means that the company is performing poorly. The inde- pendent variable used for this study is current ratio, debt to equity ratio, and inventory turnover ratio. In essence, higher current ratio portrays the company’s ability to pay its short- term obligation, and it also shows the high liquidity position of a company or the availability of cash, however, high current ratio sometimes means that most of the company’s cash are tied up in old inventory that may be written off or with debtors in form of account receivables
  • 7. 63 | P a g e www.bankandpolicy.org which may take long to be collected, and result in creating an account known as bad debt account. The Debt to equity ratio shows the ratio of total debt held by the company’s as compare to its shareholders’ equity. Higher ratio of debt to equity is detrimen- tal to the company’s progress if not monitored well. An inventory turnover ratio shows the number of days it takes for a company to have all its inventory sold out, and re- stock. Higher ratio of inventory turnover ratio is considered useful for the progress of the company in its quest to obtain profit. Normality test. The test of normality identifies whether in regression model, the dependent variable and the inde- pendent variable has a normal distribu- tion or not Ghozali (2012). A Good Re- gression Model has a normal distribution of the data or close to normal. To detect the normality results, it can be done with statistical test. Multicollinearity test. According to Ghozali (2018:107-108), Multicollinearity test is a kind of test that is carried out to determine or identifies whether there is a correlation between or among the inde- pendent variables in the study. A good multicollinearity test should show no cor- relation between the independent varia- ble. It can be seen from the tolerance value or the variance inflation factor as seen below. If the value of tolerance or tolerance value > 0.1 VIF value < 10, it can be concluded that there is no multicollinearity between independent variables in the regression model.If the tolerance value < 0,1 VIF value > 10, it can be concluded that there is multicollinearity among the independent variables in the regression model Autocolleration test. According to Ghozali (2018:111-112), Autocorrelation is a test aimed at testing whether linear regression model has correlation be- tween fault disturber in the t period with the fault disturber in the period t-1 (ear- lier). If there is a correlation, then it’s concluded that there is a problem with autocorrelation. Multiple regression analysis. Multiple regression analysis is used to measure the relationship strength among various independent variables on one independ- ent variable Pattiasina (2018). T-Test. The t-test is a test that shows how far an explanatory variable or inde- pendent individually influences or effects an explanatory variable or dependent variable. This is basically the test of sig- nificant. The test of significance of an individual parameters test (t-test) is as follows: If the probability or a signifi- cance a> 0.05, then the independent variable, individually is considered to have no effect towards the dependent variable. If the significance a<0.05 then the independent variable, individually is considered to have an effect towards the dependent variable F-test. The f-test is a test that is done purposely to show whether all independ- ent variables that are included in the model have an influence towards the de- pendent variable. The determination Coefficient R2. The value used for the determination co- efficient is between zero and one. A small value of R2 denotes that the ability of independent variables, explaining the de- pendent variable is very limited. The point to be made is that, the determina- tion coefficient R2 measures how far the model is capable of explaining the de- pendent variations. RESULTS AND DISCUSSION RESULT Normality Test. Is a test of the distri- bution of the data to be analyzed, whether the distribution is under the
  • 8. 64 | P a g e www.bankandpolicy.org normal curve or not? The method used in this study uses the One-Sample Kolmo- gorov-Smirnov test method, to determine the distribution of the data, whether it is normally distributed or not? The residual is said to be normally distributed if the significance value is more than 0.05 (Sig > 0.05). The following are the results of normality testing using the One-Sample Kolmogorov-Smirnov. Table 2. Normality Test Results One-Sample Kolmogorov-Smirnov Test CR DER ITOR ROA N 30 30 30 30 Nor mal Para mete rsa,,b Mean 2.88644 .73980 7.12368 .11662 Std. Deviation 2.001012 .616918 4.033268 .101810 Most Ex- trem e Dif- fere nces Absolute .150 .201 .151 .180 Positive .150 .201 .151 .180 Negative -.141 -.180 -.136 -.131 Kolmogorov-Smirnov Z .821 1.101 .826 .988 Asymp. Sig. (2-tailed) .510 .177 .502 .284 a. Test distribution is Normal. b. Calculated from data. Source: SPSS data processing output 22 Based on the above test results obtained under One-Sample Kolmogorov-Smirnov Test, it can be established that the distribution is normal, given the significant value is higher than alpha 0.05, which is 0.510 for this case, hence data is normal. Multiple Regression. Is a linear regression approach that is used to explain the rela- tionship between single dependent variable and several independent variables under study? Table 3. Multiple Regression Test Results Model Unstandardized Coefficients Standardized Coefficients T Sig. B Std. Error Beta 1 (Constant) .089 .063 1.414 .169 CR .010 .011 .189 .841 .408 DER .032 .039 .194 .814 .423 ITOR -.003 .005 -.130 -.628 .536 Dependent Variable: ROA
  • 9. 65 | P a g e www.bankandpolicy.org Source: SPSS data processing output 22 Based on the above, the regression is: Y=0.089+0.010CR+0.032DER+-0.003TOR Where Y is the dependent variable (return on assets). The constant value of 0.089 de- notes that if independent variables which are CR, DER, and ITOR are assumed to be constant, then the corresponding value of Y will be 0.089. Meanwhile regression coeffi- cient that is associated with CR, DER, ITOR are 0.010, -0.032, and -0.003 respectively, this implies that an increase in each unit of independent variable is also associated with same value of regression coefficient. For example, if Current Ratio (CR) increases by 1 unit, then have influence of 0.089 unit of return on assets. R2 Test. Determination Coefficient (R2) is a test carried out on independent variables to check how far the model was able to explain the dependent variable. The value of determination coefficient is taken between zero and one for a given data. A small value of R2 means that the ability of independent variables in explaining the dependent vari- able is very limited. Table 4. R2 Test Results Model R R Square Adjusted R Square Std. Error of the Estimate 1 .206a .043 -.068 .105207 Model Summary Predictors: (Constant), ITOR, DER, CR Source: SPSS data processing output 22 Determinants to see the magnitude of the effect of x on y, obtained from r square times 100 (4.3%), this implies that the ability of independent variable (Current Ratio, Debt to equity Ratio, and ITOR) used in this study to explain the dependent variable (performances of food and beverage manufacturing companies as measured by return on assets) can only be explained by 4.3% of independent variables. The rest of 95.7% can be explained by variables that are not included in this study. F- Test. F-test is done to see whether there is an effect of x (independent variable) simultaneously on y (dependent variables). Table 5. F-Test Results ANOVAb Model Sum of Squares Df Mean Square F Sig. 1 Regression .013 3 .004 .386 .764a Residual .288 26 .011 Total .301 29
  • 10. 66 | P a g e www.bankandpolicy.org a. Predictors: (Constant), ITOR, CR, DER b. Dependent Variable: ROA Source: SPSS data processing output 22 The result shows the value of sig/p value = 0.764 > 0.05 means that there is no signif- icant effect of x simultaneously on y. T –Test. The T-test is similar to the F test but the x variable is tested separately (par- tial). T-test is a statistical test that is carried out to determine whether there is an im- pact of each or single independent variable separately as seen in the table below to- wards dependent variable in question. Table 6. T-Test Results Coefficientsa Model Unstandardized Coeffi- cients Standardized Coefficients T Sig. B Std. Error Beta 1 (Con- stant) .089 .063 1.414 .169 CR .010 .011 .189 .841 .408 DER .032 .039 .194 .814 .423 ITOR -.003 .005 -.130 -.628 .536 Dependent Variable: ROA Source: SPSS data processing output 22 The Interpretation of T-test results as done by SPSS can be seen below for each of the independent variables. X1 sig = 0.408 > 0.05 means that there is no partial effect. X2 sig = 0.423 > 0.05 means that there is no partial effect. X3 sig = 0.536 > 0.05 means that there is no partial effect. Discussion The effect of liquidity ratio on the com- pany’s performance. The Liquidity Ratio Hypothesis (H1) as proxied by the Cur- rent Ratio for this research is not accept- ed. Based on the results of the T-test, it can be established that the Current Ratio doesn’t have a positive or partial effect on the performance of Foods and Bever- ages Manufacturing companies that are used for this study. The value of significance of the current ratio as shown in the T-test results is 0.408 which is higher than alpha 0.05, hence no partial effects between the cur- rent ratio and the company’s perfor- mance as measured by return on as- sets(ROA). The results of this research show that the current ratio can’t be used to measure the performance of the com- pany as seen through the lenses of re- turn on assets (ROA). The results of this research are in line with the research conducted by Pangkong et al. (2017). Their research stated that the Current Ratio doesn’t have any ability to predict sig- nificant profit changes in the firm. However, the results of this study do not support the research conducted by Susanti & Widyawati (2016), which stated that: Current ratio has
  • 11. 67 | P a g e www.bankandpolicy.org significant influence on profit changes of the company, and can therefore be used to pre- dict the future profit changes. The effects of debt to equity ratio on the company’s performance. The leverage ratio Hypothesis (H2) as proxied by Debt to Equity Ratio for this research is rejected. Based on the results of the T-test, it can be seen that Debt to Equity Ratio doesn’t significantly affects the performance of foods and beverage companies taken for this research. The value of significant of Debt to Equity Ratio as seen above is 0.423, which is higher than alpha 0.05, hence has no partial effects on the performance of foods and beverages manufacturing companies taken for this study, using Return on Assets as the measurement for companies’ performance. The results of this study agree with the study conduct- ed by Imani et,al (2018) which reported that debt to equity ratio has no significant effect on the return on assets. There results, however disagrees with research conducted by Hantono (2018), which stated that debt to equity ratio individually has significant influnece on the profitability of a company as proxied by a return on assets. The effects of inventory turnover ratio on the company’s performance. The activity ratio Hypothesis (H3) as proxied by Inventory Turnover Ratio for this research is not accepted. Based on the results of the T-test, it can be seen that activity Ratio doesn’t significantly affects the performance of foods and beverage companies that are used as the objects of this study. The value of significant of Inventory Turnover Ratio as seen above is 0.536, which is higher than alpha 0.05, hence has no partial effects on the perfor- mance of foods and beverages manufac- turing companies taken for this study, using Return on Assets as the measure- ment for companies’ performance. The results of this study agrees with Lumbantobing (2020), which stated that inventory tunrover ratio does not sifnificantly affect the performance of the company. Conclusion This study aims to examine the effects of financial ratios of the Current Ratio, Debt to Equity Ratio, and Inventory turnover ratio on the performance of food and beverages companies listed on the Indonesian stock exchange during 2018-2020. The performance of the companies used for this study is meas- ured by the dependent variable Return on assets (ROA). The results of the study were obtained using regression testing. Based on the results of the tests per- formed above, the researcher draws some of the conclusions given below: The current ratio has no significant in- fluence on the performance of foods and beverages manufacturing companies, as measured through Return on assets (ROA) for companies that were listed on the Indonesian Stock Exchange (IDX), which published their year-end financial statement for 2018-2020 period. Debt to Equity Ratio has got no signifi- cant influence on the performance of foods and beverage manufacturing companies that were listed on the Indo- nesia Stock Exchange, based on the Re- turn on assets as a measure of the com- pany’s performance. This means that the use of debts in running the daily op- erations of Foods and Beverages manu- facturing businesses can not improve
  • 12. 68 | P a g e www.bankandpolicy.org the financial performance of the com- panies in question. The Inventory Turnover ratio has no sig- nificant influence on the performance of foods and beverages manufacturing, as measured through Return on assets (ROA) for companies that were listed on the Indonesian Stock Exchange. Suggestion. In accordance with the results of the study, conclusions, and limitations ob- tained. Definitive suggestions for further researchers are as follows: For any further researcher, it’s recom- mendable that the number of objects be increased, so as to obtain more samples to be studied in order that data will not decrease much when there are some da- ta that are not normally distributed. Increasing the research period is highly recommended that it can reflect the gen- eral condition of the company in the long run. Further research is recommended to use a sample of food and beverages compa- nies alongside other sectors so that the results can be comprehensive. References Alqam, M. A. (2021). The Relative Importance of Financial Ratios in Making Investment and Credit Decisions in Jordan. International Journal of Financial Research, 284. Berthilde, M. C. (2020). Financial Statement Analysis and Investment Decision Making in Commercial Banks: A Case of Bank of Kigali, Rwanda. Journal of Financial Risk Management, 355-376. Dwi, S. I. ( 2020). The effect of profitability, firm growth, and firm size to the capital structure of manufacturing firms in indonesia stock exchange in 2017-2018. jurnal akuntansi, perpajakan dan auditing. Dyah, P. P. (2020). The Role of Profitability in Mediating the Effect of Capital Structure and Liquidity on Firm Value in Food and Beverage Sub-Sector in Indonesian Stock Exchange. Jurnal Ekonomi dan Bisnis Jagaditha. Ghoniyah, N. (2017). Managing HumANALYSIS ON THE EFFECT OF CURRENT RATIO CASHFLOW FROM OPERATION TO DEBT, FIRM SIZE AND RETURN ON EQUITY ON STOCK RETURN. International Jurnal of Islamic Business Ethics (IJIBE) Special Issue, April 2017. Ghozali. (2012). Aplikasi Analisis Multivariate dengan Program IBM SPSS 20. Semarang:Universitas Diponegoro. Ghozali, I. (2018). Aplikasi Analisis Multivariate dengan Program SPSS 25. Semarang: Badan Penerbit Universitas Diponegoro.
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  • 14. 70 | P a g e www.bankandpolicy.org Nugraha, C. D. (2015). THE INFLUENCE OF INVENTORY TURNOVER, INDEPENDENT COMMISSIONERS, PROFITABILITY AND COMPANY SIZE ON TAX AGGRESSIVITY Empirical Study of Automotive Companies Listed on BEI. Accounting Journal. Septiari, D. (2017). Analysis of the influence of financial leverage on financial performance at mining, oil and gas companies listed on Indonesia stock exchange. Journal of Applied Accounting and Taxation, 37-41. Uma Shankar Yadav, Nasir Mammadov, & Ravindra Tripathi. (2022). Small Business (Handicraft Sector) of Azerbaijan and impact of Pandemic -19 on Traditional craft: Strategies for development of Handicraft Sector in Azerbaijan. Bank and Policy, 2(2), 111–145. https://doi.org/10.5281/zenodo.6461554 Yameen, M. (2019). The impact of liquidity on firms’ performance: Empirical investigation from Indian pharmaceutical companies. Academic Journal of Interdisciplinary Studies, 212-220. © 2022 The Author(s). This open access article is distributed under a Creative Commons Attribution (CC-BY) 4.0 license. You are free to: Share — copy and redistribute the material in any medium or format. Adapt — remix, transform, and build upon the material for any purpose, even commercially.The licensor cannot revoke these freedoms as long as you follow the license terms. Under the following terms: Attribution — You must give appropriate credit, provide a link to the license, and indi- cate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.No additional restrictions Youmaynotapplylegaltermsortechnologicalmeasuresthatlegallyrestrictothersfromdoinganything thelicensepermits. Bank and Policy (ISSN: 2790-1041 E-ISSN: 2790-2366) is published by IMCRA LLC – International Meetings and Conferences and Researchers Association, www.imcra-az.org: • Immediate, universal access to your article on publication • High visibility and discoverability via the IMCRAwebsite • Download and citation statistics for your article • Rapid online publication • Input from, and dialog with, expert editors and editorial boards • Retention of full copyright of your article • Guaranteed legacy preservation of your article • Discounts and waivers for authors in developing regions Submit your manuscript to editor@imcra-az.org editor@bankandpolicy.org