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American International Journal of Business Management (AIJBM)
ISSN- 2379-106X, www.aijbm.com Volume 3, Issue 12 (December 2020), PP 45-50
*Corresponding Author: Budi Susilo1
www.aijbm.com 45 | Page
Analysis of the Effect of Earning per Share (EPS), Net Profit
Margin (NPM), and Debt to Equity Ratio (DER) on the Return
On Asset (ROA) of Companies Listed on the LQ45 Index at PT.
Indonesia Stock Exchange (BEI) 2014-2018
Budi Susilo
(Management, Perbanas Institute, Jakarta)
* Corresponding Author: Budi Susilo
ABSTRACT:This study aims to analyze the effect of EPS, NPM, DER on ROA of companies listed on the
LQ45 index on the IDX in 2014-2018. The research methodology used is quantitative methods. Types and
sources of data used are panel data and secondary data obtained from the IDX website. The sampling technique
used was purposive sampling. The data analysis technique used is multiple linear regression. The results of this
study indicate that partially the EPS and NPM variables have a positive and significant effect on ROA.
Meanwhile, DER has a negative and insignificant effect on ROA. Simultaneously, the independent variables,
namely EPS, NPM, and DER together have a significant relationship to ROA. Determination coefficient
indicates that variations in the independent variables of EPS, NPM, and DER can explain variations in the
fluctuation of dependent variable ROA by 99.34% while the rest of 0.66% is influenced by other variables
KEYWORDS-DER, EPS, LQ45, NPM, ROA
I. INTRODUCTION
The capital market is a part of the financial market which can formally be defined as a forum for
various long-term financial instruments that can be traded, both in the form of debt and equity, whether issued
by the government, public authorities, or private companies (Husnan, 2015) .
Every investor who expects profits through investing in the capital market, needs to understand and
know the financial performance of the companies that will be invested. One way that can be used to measure
company performance is to analyze the company's financial performance ratios.
One indicator that can be used to measure the company's performance and potential in the future is by
looking at the company's profitability growth rate. Profitability ratio is the ratio used to measure the company's
ability to generate profits. As for other ratios that might affect the measurement of the company's profitability
growth rate, namely, EPS, NPM, and DER.
Based on the above background, the authors are interested in compiling a thesis entitled "Analysis of
the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) on the Return
On Assets (ROA) of Companies Listed in LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018 ”.
II. LITERATURE REVIEW
2.1 Management
The main goal of a company is to maximize profits or wealth, especially for its shareholders. This
objective is broad, because in practice this goal is always influenced by decisions in the financial sector.
Management is the art and science of planning, organizing, directing, motivating, and controlling people and
work mechanisms to achieve goals (Siswanto, 2015: 28).
2.2 Financial management
Financial management is a management activity based on its function which essentially seeks to ensure
that the business activities carried out are able to achieve its objectives economically, namely measured by profit.
(Sarinah and Mardalena, 2017: 9)
2.3 Capital market
According to Law No. 8 of 1995 concerning Capital Markets Article 1 paragraph 13. Capital markets
are activities concerned with public offering of securities trading, public companies related to securities that
have been issued, and institutions and professions related to securities.
Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.…
*Corresponding Author: Budi Susilo1
www.aijbm.com 46 | Page
2.4 Stock
According to Darmadji and Fakhruddin (2015: 6), shares can be defined as a sign of the participation or
ownership of a person or entity in a company or limited liability company.
2.5 Investation
Investment is essentially an activity to place a number of funds currently owned in the hope that it will
get benefits in the future.
2.6 Financial Statement Analysis
Financial statement analysis is a process that is thoughtful in order to help evaluate the current and past
financial position and results of the company's activities, with the aim of predicting the condition of the
company in the future (Kariyoto, 2017: 21).
2.7 Types of Financial Ratios
According to Hamidah (2019: 48) Financial ratio analysis is a way to analyze the relationship of
various posts in a financial report. The results of this analysis are the basis for interpreting the company's
financial condition.
In analyzing the financial performance of a company can use financial ratios. Broadly speaking, there
are 5 (five) types of financial ratios that are often used to assess company performance. The five types of
financial ratios are (Hery 2015: 166-169): (1) Liquidity Ratios; (2) Solvency Ratio; (3) Activity Ratio; (4)
Profitability Ratio; and (5) Rating Ratio.
2.8 Return On Asset (ROA)
Return On Assets (ROA) looks at the extent to which the investment has been able to provide returns
as expected. The investment is actually the same as the invested or placed company assets. Return on Asset
measure the company's ability to use its assets for profit. This ratio measures the rate of return on investment
that the company has made using all the funds (assets) it has (Kariyoto 2017: 43).
2.9 Earning Per Share (EPS)
According to Salamun and Isworo (2013: 26) Earning Per Share (EPS) or earnings per share is a
measure of a company's ability to generate profits per share of the owner. The profit used as a measure is profit
for the owner or profit after tax.
Information:
EPS = Earning Per Share
EAT = Earning After Tax
= Shares outstanding
2.10 Net Profit Margin (NPM)
Net Profit Margin, is the ratio used to measure the percentage of net profit on sales (Hery 2015, p.168).
According to Sugiono and Untung (2016: 67). This Net Profit Margin ratio shows how much net profit the
company gets.
2.11 Debt to Equity Ratio (DER)
According to Hery (2015: 198). The ratio of debt to equity (Debt to Equity Ratio) is a ratio used to
measure the proportion of debt to equity.
2.12 Hypothesis
The hypothesis in this study is as follows:
H1: There is an effect of Earning Per Share (EPS) on the Return on Assets (ROA) of Companies
Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018;
H2: There is an effect of Net Profit Margin (NPM) on the Return on Assets (ROA) of Companies
Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018;
Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.…
*Corresponding Author: Budi Susilo1
www.aijbm.com 47 | Page
H3: There is an effect of Debt to Equity Ratio (DER) on the Return on Assets (ROA) of Companies
Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018;
H4: There is an effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity
Ratio (DER) together on the Return on Asset (ROA) of Companies Listed on the LQ45 Index at
PT. Indonesia Stock Exchange (BEI) 2014-2018;
2.13 Research Methods
The research method used in this research uses quantitative methods. This method is also called the
discovery method because with this method various new science and technology can be discovered and
developed. This method is called a quantitative method because the research data is in the form of numbers and
the analysis uses statistics (Sugiyono 2016: 7). Based on the characteristics of the problem that discusses the
effect of Earning Per Share (EPS), Net Profit Margin (NPM), Debt to Equity Ratio (DER) on the Return on
Asset (ROA) of Companies Listed on the 2014-2018 LQ45 Index. Where the type of research used in this study
is a type of quantitative research (quantitative research).
Figure 3.1 Research Model
The population used by the author in compiling this study is limited, namely the population that can
provide information to the author so that it can provide an overview of the conclusions in this study. The
population in this study are companies listed on the LQ45 Index in Indonesia which are listed on the Indonesia
Stock Exchange from 2014 to 2018 and factors that can affect Return on Assets (ROA), which is reflected in the
variables: Earning Per Share (EPS ), Net Profit Margin (NPM) and Debt to Equity Ratio (DER). The sampling
technique used purposive sampling method with annual data and the research period from 2014-2018.
The data analysis technique used is multiple linear regression by performing normality test, classical
assumption test (multicollinearity test, autocorrelation test, heteroscedasticity test) and hypothesis testing t-
statistic and f-statistic to test the significance of the effect together with a significance level of 5%.
The sample which are used in this study is companies listed on the LQ45 index which are listed on the
Indonesia Stock Exchange with a time period of 2014 to 2018, through the following variables: Earning Per
Share (EPS), Net Profit Margin (NPM), Debt to Equity Ratio (DER)
.
Figure 3.2 Sampling
Furthermore, the data becomes the variables used in this study, first processed in the form of data
tables statistics using the Microsoft Office Excel 2016 program and later The statistical data table is processed
Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.…
*Corresponding Author: Budi Susilo1
www.aijbm.com 48 | Page
using the Eviews software program 9.0 to analyze the influence between independent variables on the
dependent variable through the multiple linear regression analysis method approach.
III. Discussion & Result
3.1 Descriptive Statistics of Research Variables
Where the descriptive statistics below will provide an overview of the research object sampled
research.
Table 3.1 Descriptive Statics
Based on Table 5.1 above, it can be concluded that it is average the value of Return on Asset of
Companies Listed on the LQ45 Index at Indonesia Stock Exchange during the observation period from 2014 to
by 2018 is 0.835948. Return on Asset of the listed company on the LQ45 Index at the Indonesia Stock Exchange
the highest, namely amounting to 1.669317 and the Return on Asset of the companies listed on The lowest
LQ45 index on the Indonesia Stock Exchange is 0.149219. Where is the standard deviation value of the
company's Return on Assets variable listed on the LQ45 index is 0.402737.listed on the LQ45 index is
0.402737.
3.2 T test
The results of the analysis between the independent variables consist of Earning Per Share (EPS), Net
Profit Margin (NPM), and Debt to Equity Ratio (DER) on the dependent variable, namely the Return on Assets
(ROA) of companies listed on the LQ45 index. By using the Eviews 9 program, the calculation results are
obtained in table IV.13.
Dependent Variable: ROA Method: Panel Least Squares Sample: 2014 2018
Periods included: 5
Cross-sections included: 10
Total panel (balanced) observations: 50
Variable Coefficient Std. Error t-Statistic Prob.
C 0.520544 0.054042 9,632231 0.0000
EPS 3.87E-05 1.82E-05 2.119347 0.0408
NPM 0.014586 0.001554 9.386081 0.0000
DER -0.000198 0.015004 -0.013191 0.9895
Table 4.1 T Test
3.3 F test
This F-test is used to determine the effect of independent variables in this case, namely Earning Per
Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) together on the dependent variable,
namely Return on Assets (ROA). . By using the Eviews 9 program, the calculation results are obtained in table
4.2.
Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.…
*Corresponding Author: Budi Susilo1
www.aijbm.com 49 | Page
Table 4.2
3.4 Coefficient of Determination
The coefficient of determination (R2) is basically to see how well the regression line explains the data
(Widarjono, 2017: 24). The results of the calculation of the coefficient of determination (R2) from this study can
be seen in table 4.3 using the Eviews 9 program.
Table 4.3
IV. CONCLUSION
5.1 Analysis of the Effect of Earning Per Share (EPS) on Return on Assets (ROA)
The variable Earning Per Share (EPS) partially has a positive and significant correlation coefficient
value on the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange
2014-2018. This illustrates that the up and down movement of the value of Earning Per Share (EPS) during
2014 to 2018 has an effect on the ups and downs of the Return on Asset (ROA) of companies listed on the
LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This can be seen in the calculation of the t test where
t count (2.119347)> t table (2.01290).
5.3 Analysis of the Effect of Net Profit Margin (NPM) on Return on Assets (ROA)
The variable Net Profit Margin (NPM) partially has a positive and significant correlation coefficient
value on the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange
2014-2018. This illustrates that the up and down movement of the value of Net Profit Margin (NPM) during
2014 to 2018 has an effect on the ups and downs of the Return on Assets (ROA) of companies listed on the
LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This can be seen in the calculation of the t test where
t count (9.386081)> t table (2.01290).
5.4 Analysis of the Effect of Debt to Equity Ratio (DER) on Return on Assets (ROA)
The variable Debt to Equity Ratio (DER) partially has a negative and insignificant correlation
coefficient value to the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock
Exchange 2014-2018. This illustrates that the up and down movement of the Debt to Equity Ratio (DER) does
not affect the up and down movement of Return on Assets (ROA). This can be seen in the calculation of the t
test where t count (-0.013191) <t table (2.01290).
5.5 Simultaneous Analysis of the Effect of EPS, NPM, and DER on ROA
Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) variables
together have a significant influence on the Return on Assets (ROA) of companies listed on the LQ45 Index at
PT. Indonesia Stock Exchange 2014-2018. This is indicated by the value of Fcount (470.6634)> Ftable (2.81).
5.6 Determination Coefficient Test Results
From the determination coefficient test, it appears that Earning Per Share (EPS), Net Profit Margin
(NPM), and Debt to Equity Ratio (DER) are able to explain the variations in the increase / decrease in Return
on Assets (ROA) of companies listed on the LQ45 Index at PT. The Indonesia Stock Exchange 2014-2018
amounted to 0.993492 or 99.34% while the remaining 0.66% was explained by other factors that were not
included in this regression model.
5.7 Suggestion
For companies, the results of this research can be used as material considerations and input for
companies in conducting analysis the company's financial performance and keep the company value attractive
Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.…
*Corresponding Author: Budi Susilo1
www.aijbm.com 50 | Page
interest of the public and investors in investing their funds in Indonesian Capital Market and For the investors
or public, it is hoped that the results of this research can be used as a consideration and decision making in
investing in a company, as well as helping investors in calculating rate of return on investment and investment
risk.
For future researchers, the results of this study can be a reference for did similar research on
influencing factors Return on Asset (ROA) by adding hypotheses and other variables to the Research.
REFERENCES
[1]. Husnan, Suad. 2015a. Fundamentals of Portfolio Theory and Securities Analysis. Fifth Edition.
Publisher UPP AMP YKPN. Yogyakarta.
[2]. Siswanto, HB 2015. Introduction to Management. Eleventh Edition. Earth Literacy.
[3]. Mardalena and Sarinah. 2017a. Introduction to Management. First Printing. Deepublish Publisher.
Yogyakarta.
[4]. Law No. 8 of 1995 concerning the Capital Market
[5]. Darmadji, Tjiptono and Fakhruddin Hendry M. 2015. Indonesian Capital Market: Question and Answer
Approach. Third Edition. Salemba Publisher Four. Jakarta.
[6]. Kariyoto. 2017a. Analysis of financial statements. First Printing. Publisher UBMMedia Universitas
Brawijaya. Poor.
[7]. Hamidah. 2019a. Financial management. First Edition. Mitra Wacana Media Publisher. p. 7
[8]. Hery. 2015a. Financial Statement Analysis Approach to Financial Ratios. First Printing. Publisher
CAPS (Center for Academic Publishing Services). Yogyakarta. p. 133
[9]. Isworo, FX and Salamun Suyono. 2013. Financial Management Investment Financing. IFM Publishing.
Jakarta. p. 26
[10]. Sugiyono. 2016. Quantitative Research Methods, Qualitative and R & D. Alfabeta Publisher. Bandung.
p. 7
[11]. Widarjono, Agus. 2013a. Econometrics: Introduction and Applications. UPP STIM YKPN. Yogyakarta.
p. 24
* Corresponding Author: Budi Susilo
(Management, Perbanas Institute, Jakarta)

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  • 1. American International Journal of Business Management (AIJBM) ISSN- 2379-106X, www.aijbm.com Volume 3, Issue 12 (December 2020), PP 45-50 *Corresponding Author: Budi Susilo1 www.aijbm.com 45 | Page Analysis of the Effect of Earning per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) on the Return On Asset (ROA) of Companies Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018 Budi Susilo (Management, Perbanas Institute, Jakarta) * Corresponding Author: Budi Susilo ABSTRACT:This study aims to analyze the effect of EPS, NPM, DER on ROA of companies listed on the LQ45 index on the IDX in 2014-2018. The research methodology used is quantitative methods. Types and sources of data used are panel data and secondary data obtained from the IDX website. The sampling technique used was purposive sampling. The data analysis technique used is multiple linear regression. The results of this study indicate that partially the EPS and NPM variables have a positive and significant effect on ROA. Meanwhile, DER has a negative and insignificant effect on ROA. Simultaneously, the independent variables, namely EPS, NPM, and DER together have a significant relationship to ROA. Determination coefficient indicates that variations in the independent variables of EPS, NPM, and DER can explain variations in the fluctuation of dependent variable ROA by 99.34% while the rest of 0.66% is influenced by other variables KEYWORDS-DER, EPS, LQ45, NPM, ROA I. INTRODUCTION The capital market is a part of the financial market which can formally be defined as a forum for various long-term financial instruments that can be traded, both in the form of debt and equity, whether issued by the government, public authorities, or private companies (Husnan, 2015) . Every investor who expects profits through investing in the capital market, needs to understand and know the financial performance of the companies that will be invested. One way that can be used to measure company performance is to analyze the company's financial performance ratios. One indicator that can be used to measure the company's performance and potential in the future is by looking at the company's profitability growth rate. Profitability ratio is the ratio used to measure the company's ability to generate profits. As for other ratios that might affect the measurement of the company's profitability growth rate, namely, EPS, NPM, and DER. Based on the above background, the authors are interested in compiling a thesis entitled "Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) on the Return On Assets (ROA) of Companies Listed in LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018 ”. II. LITERATURE REVIEW 2.1 Management The main goal of a company is to maximize profits or wealth, especially for its shareholders. This objective is broad, because in practice this goal is always influenced by decisions in the financial sector. Management is the art and science of planning, organizing, directing, motivating, and controlling people and work mechanisms to achieve goals (Siswanto, 2015: 28). 2.2 Financial management Financial management is a management activity based on its function which essentially seeks to ensure that the business activities carried out are able to achieve its objectives economically, namely measured by profit. (Sarinah and Mardalena, 2017: 9) 2.3 Capital market According to Law No. 8 of 1995 concerning Capital Markets Article 1 paragraph 13. Capital markets are activities concerned with public offering of securities trading, public companies related to securities that have been issued, and institutions and professions related to securities.
  • 2. Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.… *Corresponding Author: Budi Susilo1 www.aijbm.com 46 | Page 2.4 Stock According to Darmadji and Fakhruddin (2015: 6), shares can be defined as a sign of the participation or ownership of a person or entity in a company or limited liability company. 2.5 Investation Investment is essentially an activity to place a number of funds currently owned in the hope that it will get benefits in the future. 2.6 Financial Statement Analysis Financial statement analysis is a process that is thoughtful in order to help evaluate the current and past financial position and results of the company's activities, with the aim of predicting the condition of the company in the future (Kariyoto, 2017: 21). 2.7 Types of Financial Ratios According to Hamidah (2019: 48) Financial ratio analysis is a way to analyze the relationship of various posts in a financial report. The results of this analysis are the basis for interpreting the company's financial condition. In analyzing the financial performance of a company can use financial ratios. Broadly speaking, there are 5 (five) types of financial ratios that are often used to assess company performance. The five types of financial ratios are (Hery 2015: 166-169): (1) Liquidity Ratios; (2) Solvency Ratio; (3) Activity Ratio; (4) Profitability Ratio; and (5) Rating Ratio. 2.8 Return On Asset (ROA) Return On Assets (ROA) looks at the extent to which the investment has been able to provide returns as expected. The investment is actually the same as the invested or placed company assets. Return on Asset measure the company's ability to use its assets for profit. This ratio measures the rate of return on investment that the company has made using all the funds (assets) it has (Kariyoto 2017: 43). 2.9 Earning Per Share (EPS) According to Salamun and Isworo (2013: 26) Earning Per Share (EPS) or earnings per share is a measure of a company's ability to generate profits per share of the owner. The profit used as a measure is profit for the owner or profit after tax. Information: EPS = Earning Per Share EAT = Earning After Tax = Shares outstanding 2.10 Net Profit Margin (NPM) Net Profit Margin, is the ratio used to measure the percentage of net profit on sales (Hery 2015, p.168). According to Sugiono and Untung (2016: 67). This Net Profit Margin ratio shows how much net profit the company gets. 2.11 Debt to Equity Ratio (DER) According to Hery (2015: 198). The ratio of debt to equity (Debt to Equity Ratio) is a ratio used to measure the proportion of debt to equity. 2.12 Hypothesis The hypothesis in this study is as follows: H1: There is an effect of Earning Per Share (EPS) on the Return on Assets (ROA) of Companies Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018; H2: There is an effect of Net Profit Margin (NPM) on the Return on Assets (ROA) of Companies Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018;
  • 3. Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.… *Corresponding Author: Budi Susilo1 www.aijbm.com 47 | Page H3: There is an effect of Debt to Equity Ratio (DER) on the Return on Assets (ROA) of Companies Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018; H4: There is an effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) together on the Return on Asset (ROA) of Companies Listed on the LQ45 Index at PT. Indonesia Stock Exchange (BEI) 2014-2018; 2.13 Research Methods The research method used in this research uses quantitative methods. This method is also called the discovery method because with this method various new science and technology can be discovered and developed. This method is called a quantitative method because the research data is in the form of numbers and the analysis uses statistics (Sugiyono 2016: 7). Based on the characteristics of the problem that discusses the effect of Earning Per Share (EPS), Net Profit Margin (NPM), Debt to Equity Ratio (DER) on the Return on Asset (ROA) of Companies Listed on the 2014-2018 LQ45 Index. Where the type of research used in this study is a type of quantitative research (quantitative research). Figure 3.1 Research Model The population used by the author in compiling this study is limited, namely the population that can provide information to the author so that it can provide an overview of the conclusions in this study. The population in this study are companies listed on the LQ45 Index in Indonesia which are listed on the Indonesia Stock Exchange from 2014 to 2018 and factors that can affect Return on Assets (ROA), which is reflected in the variables: Earning Per Share (EPS ), Net Profit Margin (NPM) and Debt to Equity Ratio (DER). The sampling technique used purposive sampling method with annual data and the research period from 2014-2018. The data analysis technique used is multiple linear regression by performing normality test, classical assumption test (multicollinearity test, autocorrelation test, heteroscedasticity test) and hypothesis testing t- statistic and f-statistic to test the significance of the effect together with a significance level of 5%. The sample which are used in this study is companies listed on the LQ45 index which are listed on the Indonesia Stock Exchange with a time period of 2014 to 2018, through the following variables: Earning Per Share (EPS), Net Profit Margin (NPM), Debt to Equity Ratio (DER) . Figure 3.2 Sampling Furthermore, the data becomes the variables used in this study, first processed in the form of data tables statistics using the Microsoft Office Excel 2016 program and later The statistical data table is processed
  • 4. Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.… *Corresponding Author: Budi Susilo1 www.aijbm.com 48 | Page using the Eviews software program 9.0 to analyze the influence between independent variables on the dependent variable through the multiple linear regression analysis method approach. III. Discussion & Result 3.1 Descriptive Statistics of Research Variables Where the descriptive statistics below will provide an overview of the research object sampled research. Table 3.1 Descriptive Statics Based on Table 5.1 above, it can be concluded that it is average the value of Return on Asset of Companies Listed on the LQ45 Index at Indonesia Stock Exchange during the observation period from 2014 to by 2018 is 0.835948. Return on Asset of the listed company on the LQ45 Index at the Indonesia Stock Exchange the highest, namely amounting to 1.669317 and the Return on Asset of the companies listed on The lowest LQ45 index on the Indonesia Stock Exchange is 0.149219. Where is the standard deviation value of the company's Return on Assets variable listed on the LQ45 index is 0.402737.listed on the LQ45 index is 0.402737. 3.2 T test The results of the analysis between the independent variables consist of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) on the dependent variable, namely the Return on Assets (ROA) of companies listed on the LQ45 index. By using the Eviews 9 program, the calculation results are obtained in table IV.13. Dependent Variable: ROA Method: Panel Least Squares Sample: 2014 2018 Periods included: 5 Cross-sections included: 10 Total panel (balanced) observations: 50 Variable Coefficient Std. Error t-Statistic Prob. C 0.520544 0.054042 9,632231 0.0000 EPS 3.87E-05 1.82E-05 2.119347 0.0408 NPM 0.014586 0.001554 9.386081 0.0000 DER -0.000198 0.015004 -0.013191 0.9895 Table 4.1 T Test 3.3 F test This F-test is used to determine the effect of independent variables in this case, namely Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) together on the dependent variable, namely Return on Assets (ROA). . By using the Eviews 9 program, the calculation results are obtained in table 4.2.
  • 5. Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.… *Corresponding Author: Budi Susilo1 www.aijbm.com 49 | Page Table 4.2 3.4 Coefficient of Determination The coefficient of determination (R2) is basically to see how well the regression line explains the data (Widarjono, 2017: 24). The results of the calculation of the coefficient of determination (R2) from this study can be seen in table 4.3 using the Eviews 9 program. Table 4.3 IV. CONCLUSION 5.1 Analysis of the Effect of Earning Per Share (EPS) on Return on Assets (ROA) The variable Earning Per Share (EPS) partially has a positive and significant correlation coefficient value on the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This illustrates that the up and down movement of the value of Earning Per Share (EPS) during 2014 to 2018 has an effect on the ups and downs of the Return on Asset (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This can be seen in the calculation of the t test where t count (2.119347)> t table (2.01290). 5.3 Analysis of the Effect of Net Profit Margin (NPM) on Return on Assets (ROA) The variable Net Profit Margin (NPM) partially has a positive and significant correlation coefficient value on the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This illustrates that the up and down movement of the value of Net Profit Margin (NPM) during 2014 to 2018 has an effect on the ups and downs of the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This can be seen in the calculation of the t test where t count (9.386081)> t table (2.01290). 5.4 Analysis of the Effect of Debt to Equity Ratio (DER) on Return on Assets (ROA) The variable Debt to Equity Ratio (DER) partially has a negative and insignificant correlation coefficient value to the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This illustrates that the up and down movement of the Debt to Equity Ratio (DER) does not affect the up and down movement of Return on Assets (ROA). This can be seen in the calculation of the t test where t count (-0.013191) <t table (2.01290). 5.5 Simultaneous Analysis of the Effect of EPS, NPM, and DER on ROA Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) variables together have a significant influence on the Return on Assets (ROA) of companies listed on the LQ45 Index at PT. Indonesia Stock Exchange 2014-2018. This is indicated by the value of Fcount (470.6634)> Ftable (2.81). 5.6 Determination Coefficient Test Results From the determination coefficient test, it appears that Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to Equity Ratio (DER) are able to explain the variations in the increase / decrease in Return on Assets (ROA) of companies listed on the LQ45 Index at PT. The Indonesia Stock Exchange 2014-2018 amounted to 0.993492 or 99.34% while the remaining 0.66% was explained by other factors that were not included in this regression model. 5.7 Suggestion For companies, the results of this research can be used as material considerations and input for companies in conducting analysis the company's financial performance and keep the company value attractive
  • 6. Analysis of the Effect of Earning Per Share (EPS), Net Profit Margin (NPM), and Debt to.… *Corresponding Author: Budi Susilo1 www.aijbm.com 50 | Page interest of the public and investors in investing their funds in Indonesian Capital Market and For the investors or public, it is hoped that the results of this research can be used as a consideration and decision making in investing in a company, as well as helping investors in calculating rate of return on investment and investment risk. For future researchers, the results of this study can be a reference for did similar research on influencing factors Return on Asset (ROA) by adding hypotheses and other variables to the Research. REFERENCES [1]. Husnan, Suad. 2015a. Fundamentals of Portfolio Theory and Securities Analysis. Fifth Edition. Publisher UPP AMP YKPN. Yogyakarta. [2]. Siswanto, HB 2015. Introduction to Management. Eleventh Edition. Earth Literacy. [3]. Mardalena and Sarinah. 2017a. Introduction to Management. First Printing. Deepublish Publisher. Yogyakarta. [4]. Law No. 8 of 1995 concerning the Capital Market [5]. Darmadji, Tjiptono and Fakhruddin Hendry M. 2015. Indonesian Capital Market: Question and Answer Approach. Third Edition. Salemba Publisher Four. Jakarta. [6]. Kariyoto. 2017a. Analysis of financial statements. First Printing. Publisher UBMMedia Universitas Brawijaya. Poor. [7]. Hamidah. 2019a. Financial management. First Edition. Mitra Wacana Media Publisher. p. 7 [8]. Hery. 2015a. Financial Statement Analysis Approach to Financial Ratios. First Printing. Publisher CAPS (Center for Academic Publishing Services). Yogyakarta. p. 133 [9]. Isworo, FX and Salamun Suyono. 2013. Financial Management Investment Financing. IFM Publishing. Jakarta. p. 26 [10]. Sugiyono. 2016. Quantitative Research Methods, Qualitative and R & D. Alfabeta Publisher. Bandung. p. 7 [11]. Widarjono, Agus. 2013a. Econometrics: Introduction and Applications. UPP STIM YKPN. Yogyakarta. p. 24 * Corresponding Author: Budi Susilo (Management, Perbanas Institute, Jakarta)