https://dinastipub. org/DIJEFA Vol. No. May 2024 DOI: https://doi. org/10. 38035/dijefa. Received: 27 April 2024. Revised: 10 May 2024. Publish: 12 May 2024 https://creativecommons. org/licenses/by/4. The Influence of Return On Equity. Net Profit Margin. Debt To Equity Ratio, and Dividend Payout Ratio On Stock Returns In Coal Sub Sector Companies Listed On The IDX 2018-2022 Cindy Siti Karmilah1. Esi Fitriani Komara2 Universitas Jenderal Achmad Yani. Cimahi. Indonesia, skcindy390@gmail. Universitas Jenderal Achmad Yani. Cimahi. Indonesia, esi. fk@lecture. Corresponding Author: skcindy390@gmail. Abstract: : Happen fluctuations in stock returns in coal sub-sector companies for the 20182022 period. This research aims to determine the effect of return on equity, net profit margin, debt to equity ratio, and dividend payout ratio on stock returns in coal sub-sector companies listed on the IDX for the 2018-2022 period. The method used in this research is quantitative. The type of data used is secondary data with a population of 31 coal companies using a purposive sampling method and 19 companies used as samples. The data analysis technique used is panel data regression. The research results show that ROE. NPM. DER, and DPR influence stock returns. Keyword: Stock Return. Return On Equity. Net Profit Margin. Debt To Equity Ratio. Dividend Payout Ratio. INTRODUCTION The increasing global economic growth currently makes competition between companies increasingly high, this situation emphasizes investors to be able to invest in the right companies. Investors invest to get a certain amount of money or profit in the future (Tandelilin, 2. A company is said to be good to invest in when it has a high share price because when shares increase, investors will get capital gains, whereas if shares experience a decline, investors will experience capital losses. Mistakes in investing result in investors not getting the expected return. The following is a graph of the development of stock returns: Figure 1. Development of Stock Returns Source: AuIdx data reprocessed, 2024Ay 527 | P a g e https://dinastipub. org/DIJEFA Vol. No. May 2024 Based on the picture above, it shows that in 2019 companies in the coal sub-sector experienced a significant decline from 19. 1 to -29. 1, while stock returns in 2020, 2021 and 2022 have increased. This is because there is a level of demand or supply from investors that will influence the high and low prices of company shares. If the share price is high then the returns that investors will get will also be high. A high level of return will increase the profits and income that investors will obtain in investment activities. Thus, investors must be more careful in investing in companies that experience quite sharp return fluctuations because investors in investing aim to obtain returns, so investors need to consider collecting various information needed before making investment decisions (Puspitadewi and Henry, 2016 ). Shares are one of the most types of securities traded on the IDX. Shares are proof of ownership of the assets of the company that issues shares (Tandelilin, 2. Meanwhile. Austock return is the difference between the current share price and the previous share price, where the difference in share price can provide profits or losses for shareholders who buy shares in companies listed on the Indonesian Stock ExchangeAy (Jogiyanto, 2010: . Higher offer return value of a company, better company's picture and the more it can draw in financial backers to contribute their capital. The concept of return is that the higher the normal degree of return, the higher the gamble that will be acknowledged and vice versa. Stock returns can be measured using the following formula: ROE is the organization's capacity to produce benefits with its own capital Sutrisno . A high ROE value mirrors that an organization has been able to gain profits on the organization capital. The results of company profits are important information for investors to examine when investing in a business (Nyoman et al. , 2. Thus, this will influence investors to make decisions to purchase company shares because, from an investor's point of view, profitability growth is an important indicator for assessing the company's prospects in the future. Appeal for organization shares when the deal is fixed will build the selling cost of company shares. High share prices will certainly increase the returns that investors will receive. The same as the study carried out by (Devi & Artini, 2. The following is the formula for calculating the return on equity value: Return on equity= NPM is the organization's capacity to create benefits contrasted with the deals accomplished (Sutrisno, 2. A high NPM signals the company's success, a company that can generate profits will influence investors and potential investors to invest. A high NPM value makes investors interested in investing their funds so that share prices increase and cause the share returns obtained by investors to increase (Mahardika & Artini, 2. Coming up next is the formula for computing the NPM value: Net profit margin= DER is the harmony between the organization's obligation and its capital, the higher the obligation to value proportion shows that its own capital is less compared to debt (Sutrisno. Some DER investors see the organization's liability towards outsiders, specifically leasers who give advances to the organization. A high DER shows that debt is higher than equity so investor risk as a result of the interest burden borne by the company increases. This condition can cause a decline in share prices and stock returns (Puspitadewi & Rahyuda Coming up next is the formula for computing the DER value: 528 | P a g e https://dinastipub. org/DIJEFA Vol. No. May 2024 DER ratio= x 100% DPR is a proportion shows connection between cash dividends per offer and benefit per This ratio portrays how much benefit from each offer distributed as dividends Hery . The dividend payout ratio mirrors the organization's arrangement regarding the amount of dividends distributed, increasing dividends indicates prosperity in a company. Companies that have a high dividend payout ratio cause the value of share prices to increase because investors have better certainty of distributing dividends on their investments (Kurniati, 2. This increase causes the number of requests for shares to increase, so that there will be an increase in share prices and this will affect Coming up next is the formula for working out the DPR value: DPR ratio= METHOD This research utilizes quantitative methods. The population is 31 organizations in the coal sub-area recorded on the BEI for 2018-2022 period. The sample collection technique was done utilizing purposive sampling, 19 companies were selected as samples from 31 coal sub-sector companies listed on BEI. The kind of data in this research is panel data with secondary data sources. This research uses Eviews 10 as a statistical tool for data processing. RESULTS AND DISCUSSION Table 1. Chow Test Results Effects Test Statistics Prob. AuCross-section FAy . AuChi-square cross-sectionAy Source: AuResults of data processing with Eviews 10, 2024Ay It tends to be found in Table 1 that the Chow test results obtained probability valuesChi-square cross-sections big as0. This result is greater than 0. rob > 0. meaning accepted and rejected means the data used has a common effect. Table 2. Lagrange Test Results AuCross-sect AuPeriod AuBothAy One-sided ionsAy One-sidedAy . --0. --. Source: AuResults of data processing with Eviews 10, 2024Ay AuNull . o rand. AlternativesAy AuBreusch-PaganAy AuHondaAy AuKing-WuAy AuGHMAy It tends to be found in table that the outcome from the Lagrange test, namely 0. 1217 is >0. rob > 0. then accepted and rejected means data used is a common effect. CEM is the best model in this study, according to the results of the Chow and Lagrange tests. 529 | P a g e https://dinastipub. org/DIJEFA Vol. No. May 2024 Classical Assumption Testing Normality test Source: AuResults of data processing with Eviews 10, 2024Ay Figure 2. Normality Test Results In view of Figure 1 above, shows probability value is 0. 240470>0. rob > 0. accepted and dismissed implies the remaining is typically disseminated. Multicollinearity Test Table 3. Multicollinearity Test Results 1,000000 1,000000 1,000000 1,000000 Source: AuResults of data processing with Eviews 10, 2024Ay AuThe correlation coefficients X1 and X2 is 0. 674874 < 0. The correlation coefficients X1 and X3 is -0. 699311 < 0. The correlation coefficient X1 and X4 is 0. 341671 < 0. The correlation coefficient X2 and X3 is -0. 649161 < 0. The correlation coefficient X2 and X4 is 0. 392089 < 0. The correlation coefficient X3 and X4 is -0. 736435 < 0. 85Ay So it will in general be assumed that it is freed from multicollinearity or breezes through the multicollinearity assessment. Heteroscedasticity Test Source: AuResults of data processing with Eviews 10, 2024Ay Figure 3. Heteroscedasticity Test Results 530 | P a g e https://dinastipub. org/DIJEFA Vol. No. May 2024 From the residual chart . it very well might be seen that it doesn't outperform the limits . and - . , it is something almost identical to mean the residual variance. Thusly, there are no side effects of heteroscedasticity or finishing the heteroscedasticity assessment. Panel Data Regression Equation Test Y = -0. 0879288097214*X1 0. 24650231037*X2 0. 0275842975907*X3 232888075256*X4 As for the explanation: The constant value is-0. 13081560168 means that without variable values ROE (X. NPM (X. DER (X. , and DPR (X. , variable RS (Y) will experience a decrease of 0. The beta coefficient value of ROE variable (X. 0879288097214, on the off chance that the values of different variables are consistent and variable X1 increments by 1 unit, then, at that point, the variable RS (Y) will increase by 0. also, the other way around, on the off chance that the values of different variables are steady and variable X1 experiences a decrease of 1 unit, variable Y will experience a decrease of The beta coefficient value of NPM variable (X. 24650231037, in the event that the value of different variables is steady and the variable, variable RS (Y) will insight a decrease of 0. The beta coefficient value of DER variable (X. 0275842975907 on the off chance that the value of different variables is steady and the variable, variable RS (Y) will insight a decrease of 0. The beta coefficient value of DPR variable (X. 232888075256, in the event that the value of different variables is consistent and the variable, variable RS (Y) will insight a decrease of 0. Autocorrelation Test Table 4. Autocorrelation Test Results Source: AuResults of data processing with Eviews 10, 2024Ay In light of the table above, it shows DW value is 2. 175583 means there is no Partial Test (T) and Simultaneous Test (F) Table 5. T Test Results Variables Coefficient Std. Error t-Statistics Prob. Source: AuResults of data processing with Eviews 10, 2024Ay Based on the table above, it shows that: 531 | P a g e https://dinastipub. org/DIJEFA Vol. No. May 2024 Effect of ROE. The prob value is 0. 7839, these results show that prob > 0. meaning ROE positive effect on stock returns. Influence of NPM. The prob value is 0. 7200, these results show that prob > 0. > 0. meaning NPM positive effect on stock returns. Influence of DER. The prob value is 0. 4386, these results show that prob > 0. > 0. meaning DER does not affect stock returns. Influence of the DPR. The prob value is 0. 0867, these results show that prob > 0. 0867 > 0. meaning DPR positive effect on stock returns. Table 6. F Test Results AuR-squaredAy AuAdjusted R-squaredAy AuSE of regressionAy AuSum squared residAy AuLog likelihoodAy AuF-statisticAy AuProb(F-statisti. Ay Source: AuResults of data processing with Eviews 10, 2024Ay In light of table above, shows the prob value is 0. This shows prob < 0. 037221 < 0. meaning that there is a concurrent impact between all variables. CONCLUSION In view of the exploration results, it very well may be finished up that AuROE has a positive effect on stock returnsAy. AuNPM has a positive effect on stock returnsAy, then the AuDER does not affect stock returnsAy because some investors DER is seen as the extent of the organization's liability towards outsiders, to be specific banks who give advances to the organization so that the investor's risk as a result of the interest burden borne by the company increases, therefore the company will focus more on its own capital, the DPR has a positive effect on stock returns. ROE. NPM. DER, and DPR simultaneously influence stock returns. REFERENSI