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Analytics

Jeni Parastika; Septa Diana Nabella; Dewi Permata Sari; Yandra Rivaldo; Zaifun Nur Fatrianto

Jurnal Manajemen Riset Inovasi 2026 Pusat Riset dan Inovasi Nasional

Investment decisions in pharmaceutical manufacturing companies listed on the Indonesia Stock Exchange (IDX) are influenced by fundamental analysis and stock price fluctuations. Stock prices reflect market perceptions shaped by profitability, liquidity, and capital structure. This study examines the effects of Return on Assets (ROA), Current Ratio (CR), and Debt-to-Equity Ratio (DER) on stock prices, both partially and simultaneously. Using a quantitative approach, the study analyzes secondary data from audited financial statements and stock prices of 12 pharmaceutical companies during 2022–2024, totaling 36 observations. Panel data regression with EViews 12 is applied. Results show that ROA and DER have positive and significant effects on stock prices, while CR has a negative but insignificant effect. Simultaneously, all three variables significantly influence stock prices, with an adjusted R² of 73%, indicating strong explanatory power. Profitability (ROA) is the most influential factor, followed by capital structure (DER), while liquidity (CR) shows no significant impact.

Alvina Ghalda; Tri Sulistyani

Jurnal Manajemen dan Ekonomi Bisnis 2026 Pusat Riset dan Inovasi Nasional

The assessment of a company's value is crucial for investors to identify its prospects and performance. Financial ratios such as the Current Ratio (CR) and Return on Assets (ROA) are used to analyze factors affecting the company's value. This study aims to analyze the impact of CR and ROA on company value in manufacturing companies within the Miscellaneous Industries sub-sector for the period 2015–2024. The study uses a quantitative approach with data from annual financial reports of companies listed on the Indonesia Stock Exchange. Data analysis is conducted using panel data regression with the Random Effect Model (REM) as the best model. The dependent variable is company value, measured by Price to Book Value (PBV), while the independent variables consist of CR and ROA. The results show that CR does not have a significant effect on company value, while ROA significantly affects company value. Simultaneously, CR and ROA are proven to significantly affect company value, indicating that the combination of liquidity and profitability plays an important role in explaining PBV variations. This finding suggests that investors pay more attention to profitability than liquidity in the Miscellaneous Industries sector.

Marjelin Putri Ndaparoka; Stefanus D.I. Mau; Sihang Gregorius Bali Mema

Modem : Jurnal Informatika dan Sains Teknologi 2026 Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

Savings and Loan Cooperatives (KSP) play a vital role in expanding community access to capital, especially within the informal sector. Nevertheless, non-performing loans remain a persistent challenge that can threaten liquidity and long-term institutional sustainability. KSP CU Mera Ndi Ate faces similar issues, which are assumed to stem not only from administrative weaknesses but also from members’ perceptions and behavioral factors. This research aims to examine the potential causes of non-performing loans through text-based sentiment analysis using an unsupervised learning approach. A quantitative method with a data mining framework was applied. Data were gathered through interviews, observations, documentation, and 200 customer opinion texts processed using the Orange Data Mining application. The analytical stages included preprocessing, corpus development, feature extraction, sentiment clustering, and visualization. Because the dataset lacked predefined labels, unsupervised learning was used to identify naturally emerging sentiment patterns. Findings reveal a predominance of critical sentiments related to credit assessment procedures and service quality. The highest sentiment score (75) concerned insufficient creditworthiness evaluation, followed by concerns about service efficiency (66.6667). These insights suggest that improving assessment accuracy and service quality may help reduce non-performing loans.

Hidayat, Famelia Widya; Zaman, Badrus; Kurniawan, Andy

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2026 FEB Universitas Maritim Semarang

This study aims to analyze the effect of Current Ratio (CR), Debt to Asset Ratio (DAR), and Inventory Turnover on Earning Per Share (EPS). This research employs a quantitative method with a causal-comparative ex-post facto approach. The population includes food and beverage companies listed on the Indonesia Stock Exchange (IDX) for the 2020-2023 period. The sampling technique used purposive sampling, resulting in 10 companies with a total of 40 observations. Data analysis was conducted using multiple linear regression utilizing SPSS version 25 software. The results indicate that partially, CR, DAR, and Inventory Turnover each have a significant effect on EPS. Simultaneously, these three independent variables significantly affect EPS with a determination coefficient of 83.7%. The implications of this study emphasize the importance of liquidity management, solvency, and inventory efficiency in improving corporate share profitability.

Rahmadani, Nabila; Yulazri

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to analyze the effect of sustainability report disclosure, audit committee meeting frequency, liquidity, leverage, and total asset turnover on profitability in mining companies listed on the Indonesia Stock Exchange (IDX) during the 2021–2023 period. Profitability is measured using Return on Equity (ROE). This research adopts a quantitative approach using secondary data obtained from annual financial statements and sustainability reports. The sample was selected using purposive sampling, yielding 34 mining companies with 102 observations in total. Multiple linear regression analysis was employed after fulfilling classical assumption tests. The results indicate that sustainability report disclosure, audit committee meetings, liquidity, leverage, and total asset turnover simultaneously have a significant effect on profitability. However, partially, total asset turnover has a positive and significant impact on profitability. Meanwhile, sustainability report disclosure, audit committee meeting frequency, liquidity, and leverage do not significantly affect profitability. These findings suggest that asset utilization efficiency plays a crucial role in improving profitability in the mining sector. This study is expected to provide insights for companies, investors, and regulators to understand the determinants of profitability better and to support improved corporate governance and financial decision-making in mining companies.

Syifaiyah, Rokana; Mauludi, Andri

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to evaluate the effects of profitability, leverage, liquidity, and cash-flow shocks on the financial distress of companies in the hotel, restaurant, and tourism subsector listed on the Indonesia Stock Exchange during the period 2021 to 2024. The research approach employed is quantitative, using logistic regression analysis. The data analyzed are secondary data obtained from the annual financial statements of the respective companies. The results of the study indicate that, simultaneously, the four independent variables significantly influence financial distress. However, based on partial testing, each variable, namely Return on Assets (ROA), Debt to Equity Ratio (DER), Current Ratio (CR), and cash flow shock, does not show a significant relationship with financial distress. These findings imply that the risk of financial distress in this industry cannot be explained solely through a single financial indicator; instead, a more holistic approach is required. This study provides essential contributions to both management and investors in assessing companies' financial condition and formulating appropriate strategic decisions.

Maulita, Erika; Nyale, M Hendri Yan

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

In the investment world, stock returns are the leading indicator of a company’s performance and the basis for investor decision-making in the capital market. Fluctuations in stock returns reflect market expectations of the company’s prospects. The retail sector in Indonesia is facing significant pressure from post-pandemic shifts in consumer behavior and increased competition. This study aims to analyze the effect of financial distress, company size, liquidity, operating cash flow, and accounting profit on stock returns in retail sub-sector companies listed on the Indonesia Stock Exchange (IDX) during the period 2021 to 2023. This type of research is causally associated with a quantitative approach. The data used is secondary, in the form of financial statements from retail companies. The sampling technique used was purposive, yielding a total of 39 data points from 13 retail companies. Data testing was carried out using SPSS version 24. The results showed that partially, the variables of financial distress, company size, liquidity, and accounting profit had no significant effect on stock returns. Meanwhile, operating cash flow positively impacts stock returns. These findings indicate that fundamental indicators are not always the main determinants of stock returns. Therefore, investors are advised also to consider external factors such as market sentiment, macroeconomic conditions, and government policies that may have a greater influence on stock performance in the capital market.

Firdaus, Via Angeline; Mauludi, Andri

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to analyze the effect of profitability, leverage, and liquidity on firm value in food and beverage sub-sector companies listed on the Indonesia Stock Exchange (IDX) for the 2020–2024 period. Profitability is measured by Return On Assets (ROA), leverage by Debt to Equity Ratio (DER), and liquidity by Current Ratio (CR), while firm value is proxied by Price to Book Value (PBV). The study employs a quantitative approach using multiple linear regression analysis. The sample consists of 25 companies selected through purposive sampling, with a total of 125 secondary data observations obtained from annual financial statements. The results indicate that, partially, profitability, financial risk, and liquidity have a positive and significant effect on firm value. Simultaneously, the three independent variables also significantly affect firm value, with an adjusted R² of 43.4%, meaning that 56.6% of the variation in firm value is explained by other factors outside the model. These findings support agency theory and signaling theory, which suggest that strong financial performance, optimal debt management, and adequate liquidity provide positive signals to investors, thereby enhancing firm value.

Aprilyanti, Savira Nur; Gantino, Rilla

Jurnal Ilmiah Komputerisasi Akuntansi 2025 Universitas Sains dan Teknologi Komputer

This study aims to examine the effect of profitability, sales growth, and liquidity on debt policy in property and real estate companies listed on the Indonesia Stock Exchange for the 2019–2024 period. The independent variables in this study include profitability, measured by Return on Assets (ROA); sales growth (SG); and liquidity, measured by the Current Ratio (CR). Meanwhile, the dependent variable is debt policy, measured by the Debt-to-Equity Ratio (DER). This study uses a quantitative approach, employing multiple linear regression analysis. The sample comprises 174 observational data points collected using purposive sampling. Testing was conducted using SPSS software, which includes the classical assumption test, the coefficient of determination test, the simultaneous test (F test), and the partial test (t test). The results show that profitability, sales growth, and liquidity simultaneously significantly affect debt policy. Partially, profitability tends to be positive, sales growth tends to be negative but not significant with respect to debt policy, while liquidity has a simultaneous negative effect. Of the four hypotheses proposed, two were accepted, and two were rejected because the direction of the influence did not match the initial assumption, and the significance value was more than 0.05.

Dewa Ayu Dyah Prema Gandhi; I Gde Ary Wirajaya

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

State-Owned Enterprises (SOEs) are business entities whose capital is wholly or primarily owned by the government, and in the form of Persero, partial capital participation from the private sector is permitted. Earnings quality reflects the firm’s true economic condition; therefore, it is influenced by financial conditions and the policies implemented. This study aims to examine the effect of accounting conservatism, capital structure, liquidity, profitability, and Corporate Social Responsibility (CSR) disclosure on earnings quality in SOEs listed on the Indonesia Stock Exchange during 2023 and 2024. Research data were obtained from financial statements and sustainability reports as secondary sources, and analyzed using multiple linear regression with the assistance of SPSS software. The findings indicate that accounting conservatism has a positive effect on earnings quality, whereas liquidity and profitability have negative effects. Meanwhile, capital structure and CSR disclosure show no significant effect on earnings quality. These results provide empirical insights for stakeholders in understanding the factors that influence the reliability of earnings information in SOEs.

Ni Putu Diah Narayani; I Putu Sudana

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

This study aims to determine the effect of green accounting on firm profitability, with firm size, leverage, and liquidity as moderating variables. This research employs a quantitative approach using secondary data analysis derived from annual reports and sustainability reports of energy firms listed on the Indonesia Stock Exchange (IDX) during the 2021–2024 period. The study applies multiple regression analysis. The sampling method used is non-probability sampling with a purposive sampling technique, resulting in 170 observations. The data collection method uses documentation techniques. The results show that green accounting and firm size have a positive effect on profitability, while leverage and liquidity have no effect on profitability. These findings provide important insights into the role of green accounting and firm size in encouraging firms to obtain legitimacy, which can enhance profitability through disclosures in financial reports. The implications of this study demonstrate the application of legitimacy theory and provide benefits to relevant parties, particularly firms and stakeholders associated with the firm, in paying attention to the presentation of high-quality annual and sustainability reports.

Nur Fadilla; Yani Suryani

DHARMA EKONOMI 2025 sekolah Tinggi Ilmu Ekonomi Dharmaputra Semarang

This study aims to analyze the effect of profitability, liquidity, and asset structure on the capital structure of banking companies listed on the Indonesia Stock Exchange (IDX) during the 2019–2023 period, with firm size as a moderating variable. The research employs a quantitative approach using secondary data obtained from financial statements. The sample was determined through a purposive sampling technique, resulting in 27 banking companies that met the criteria. Data were analyzed using multiple regression analysis and Moderated Regression Analysis (MRA). The results reveal that profitability has a negative and significant effect on capital structure, indicating that banks with higher profitability tend to reduce their dependence on external financing. In contrast, liquidity and asset structure do not have a significant effect on capital structure, suggesting that these factors are less influential in determining debt policy within the banking sector. Furthermore, the MRA results demonstrate that firm size moderates the relationship between profitability and capital structure, implying that larger firms can better manage internal funds to reduce leverage. However, firm size does not moderate the effects of liquidity and asset structure on capital structure. These findings contribute to understanding capital structure determinants in the Indonesian banking industry.

Devi Masitha, Hani; Listiorini Listiorini

JURNAL EKONOMI MANAJEMEN AKUNTANSI 2025 sekolah Tinggi Ilmu Ekonomi Dharma Putra Semarang

A competitive company is basically a company that is able to maintain consistency and stability of profits in various business activities, without having to commit acts of fraud that can harm internal and external parties. Achieving high-quality profits is an important indicator of the company's sustainability because it reflects management's ability to effectively manage assets, resources, and business strategies. In the context of this study, the main focus is directed to the effect of leverage, liquidity, and profitability on the quality of profit with the size of the company as a variable of moderation. The study was conducted on food and beverage subsector manufacturing companies listed on the Indonesia Stock Exchange (IDX) during the period 2019 to 2023. The research method used is quantitative with analytical descriptive approach. The selection of samples was carried out by purposive sampling technique so that 25 companies were obtained as samples with a total of 125 financial statement data for five years of observation. Based on the results of the analysis, it was found that leverage, liquidity and profitability have a negative and significant influence on the quality of profit. This finding shows that the higher the three variables, the quality of profit actually decreases. Furthermore, the results revealed that the size of the company is not able to moderate the relationship between leverage, liquidity, and profitability to the quality of profit.

Erista Marpaung; Listiorini Listiorini

JURNAL EKONOMI MANAJEMEN AKUNTANSI 2025 sekolah Tinggi Ilmu Ekonomi Dharma Putra Semarang

This study aims to analyze the effect of profit growth, liquidity, and Leverage on profit quality with company size as a moderation variable in manufacturing companies listed on the Indonesia Stock Exchange for the 2019-2023 period. This research is based on the importance of profit quality as an indicator of real financial performance, as well as the phenomenon of profit management practices that can reduce the quality of financial information. The research method used was quantitative with a causal and associative approach, using secondary data from the financial statements of 65 manufacturing companies over five years. Data analysis techniques include multiple linear regression analysis and moderated regression analysis (MRA) with the help of SPSS software. The results show that profit growth, liquidity, and Leverage have a significant negative effect on the quality of profit. This indicates that the increase in these three variables tends to decrease the quality of profits, which is likely due to profit management practices to maintain the company's financial image. In addition, company size is not able to moderate the relationship between profit growth, liquidity, and Leverage to profit quality. These findings imply that the scale of the company does not affect the strength of the relationship between these variables and the quality of profits. This research makes a theoretical contribution in enriching the accounting literature regarding the factors that affect the quality of profits and the role of company size. Practically, the results of the research can be a reference for company management and investors in improving the transparency and quality of financial reporting.

Anggraini, Eriyan Efrilia; Nurdiwaty, Diah; Sugeng, Ec

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2025 FEB Universitas Maritim Semarang

This study aims to analyze the influence of profitability as proxied by Return on Equity (ROE), solvency as proxied by Debt to Equity Ratio (DER), and liquidity as proxied by Current Ratio (CR) on firm value as proxied by Price to Book Value (PBV) in the Indonesian food and beverage sector. The study focuses on the 2019-2023 period, a timeframe uniquely defined by the economic disruption of the COVID-19 pandemic and its initial recovery phase. The research method employed is a quantitative approach using multiple linear regression analysis. The sample consists of 10 companies listed on the Indonesia Stock Exchange (IDX), selected through a purposive sampling technique, resulting in 50 firm-year observations. The results indicate that both partially and simultaneously, the variables of profitability, solvency, and liquidity have a significant positive influence on firm value. This finding suggests that during a period of systemic crisis, the capital market places a valuation premium on companies that can demonstrate holistic and comprehensive signals of financial health. The novelty of this research lies in its contextualization of the dynamic role of financial ratios as crucial signals amidst an unprecedented economic shock. This study provides an empirical explanation for why investors prioritized stability and resilience, thereby reconciling conflicting findings in prior literature regarding the impact of liquidity on firm value.

Tia Fahda Absyari; Hasanudin Hasanudin

JURNAL EKONOMI MANAJEMEN AKUNTANSI 2025 sekolah Tinggi Ilmu Ekonomi Dharma Putra Semarang

This study aims to analyze the effect of liquidity, firm size, and capital structure on firm value in the banking sector listed on the Indonesia Stock Exchange (IDX) during the 2020–2024 period. The background of this research lies in the crucial role of the banking sector in maintaining national economic stability and the need for investors to access financial information that accurately reflects a company’s value. Referring to signaling theory, financial reports are viewed as signals to investors regarding the firm’s prospects and performance. This study employs a quantitative method using secondary data from the annual financial reports of nine banks selected through purposive sampling, resulting in 45 observations. The independent variables include liquidity (Loan to Deposit Ratio), firm size (log of total assets), and capital structure (Debt to Equity Ratio), while the dependent variable is firm value measured by the Price to Book Value (PBV). Data analysis was conducted using panel data regression with SPSS. The results show that firm size has a significant positive effect on firm value, while liquidity and capital structure have no significant impact. Simultaneously, all three variables significantly affect firm value, with an Adjusted R² of 0.493. These findings highlight that effective asset management and optimal funding policies are key to enhancing the firm value of banking institutions in Indonesia.

Irmala, Terry Luana; Nurulrahmatiah, Nafisah; Juwani, Juwani

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2025 FEB Universitas Maritim Semarang

This study aims to analyze the effect of the Debt to Equity Ratio (DER) and Current Ratio (CR) on Return on Assets (ROA) at PT Sido Muncul Tbk for the period 2019–2023. The research employs a quantitative associative approach using secondary data obtained from the company’s annual financial reports. The analytical method applied is multiple linear regression with the assistance of SPSS version 26. Prior to hypothesis testing, the model was examined using classical assumption tests, including normality, multicollinearity, heteroscedasticity, and autocorrelation tests. The results show that DER has a positive and significant effect on ROA, indicating that a proportional increase in debt utilization can enhance company profitability. Similarly, CR has a positive and significant effect on ROA, implying that maintaining healthy liquidity strengthens asset efficiency. Simultaneously, DER and CR significantly influence ROA with a coefficient of determination (R²) of 0.887, meaning that 88.7% of profitability variation is explained by these two variables. These findings confirm that balancing capital structure and liquidity is a key determinant in improving financial performance within Indonesia’s pharmaceutical sector.

Maulana, Julio Ivan; Widuri, Trisnia; Nadhiroh, Umi

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2025 FEB Universitas Maritim Semarang

This study aims to analyze the differences in financial performance between PT Ciputra Development Tbk (CTRA) and PT Pakuwon Jati Tbk (PWON) during 2019–2023 based on liquidity, profitability, solvency, and dividend policy ratios. A quantitative approach with a descriptive-comparative method was employed. The study utilized secondary data obtained from the annual financial reports of both companies listed on the Indonesia Stock Exchange. Financial ratios were analyzed, including the Current Ratio (CR), Return on Assets (ROA), Debt to Equity Ratio (DER), and Dividend Payout Ratio (DPR). Data normality and homogeneity tests were conducted, followed by Independent Sample t-Test and Mann–Whitney U test using SPSS version 26 to identify statistical differences. The results indicate no significant differences between CTRA and PWON in CR, ROA, and DPR, but a significant difference in DER, where CTRA shows higher leverage compared to PWON. These findings suggest that the key distinction between the two companies lies in their capital structure rather than profitability or dividend policy, reflecting different financial management strategies within Indonesia’s property sector.

Fayza, Aura; Buniarto, Edwin Agus; Wahyu K, Brahma

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2025 FEB Universitas Maritim Semarang

This study aims to analyze the financial health of PT Garuda Indonesia (Persero) Tbk during the 2019–2023 period using eight financial ratios based on the Indonesian Ministry of State-Owned Enterprises (SOEs) Decree No. KEP-100/MBU/2002. The research employed a descriptive quantitative method with secondary data derived from annual financial reports published by the Indonesia Stock Exchange (IDX) and the company’s official website. The findings reveal that Garuda Indonesia’s financial condition fluctuated, categorized as less healthy in 2019, deteriorated into unhealthy during 2020–2021 due to the Covid-19 pandemic, and showed limited recovery in 2022–2023, returning to the less healthy category. The main weaknesses were observed in profitability, liquidity, and solvency, while activity ratios remained relatively sound. This study highlights that Garuda’s financial problems were driven not only by external shocks from the pandemic but also by internal factors such as high debt burden and weak governance. The results are expected to contribute academically by enriching the literature on SOE financial health analysis in the post-pandemic context and provide practical implications for management, policymakers, and investors.

Fiska Amelita; Denny Kurnia

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

This study aims to investigate the effects of liquidity, financial leverage, capital structure, and operating cash flow on financial performance, with financial distress serving as a mediating variable. The population comprises transportation and logistics companies listed on the Indonesia Stock Exchange (IDX) from 2019 to 2023, totaling 37 companies. The sample includes 20 companies, with quarterly financial reports yielding 400 observations. Secondary data were employed, and purposive sampling was utilized for sample selection. The analysis was conducted using panel data analysis at a 5% significance level, facilitated by STATA Version 17 software. Mediation was tested utilizing the Sobel test with a critical value of 1.96. The results reveal that liquidity significantly impacts both financial distress and financial performance; financial leverage significantly affects both financial distress and financial performance; capital structure significantly influences financial distress but does not significantly affect financial performance; operating cash flow does not significantly impact financial distress but significantly affects financial performance. Collectively, liquidity, financial leverage, capital structure, and operating cash flow significantly influence financial distress. Furthermore, liquidity, financial leverage, capital structure, operating cash flow, and financial distress together have a significant effect on financial performance. Mediation analysis indicates that financial distress significantly mediates the relationships between liquidity, financial leverage, capital structure, and financial performance, whereas financial distress does not significantly mediate the effect of operating cash flow on financial performance. It is recommended that transportation and logistics companies listed on the IDX actively enhance liquidity, optimally manage leverage and capital structure, and strengthen operational cash flow management to minimize financial distress risk and sustain financial performance.