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Showing 1624 articles found for "Analysis"

The Effect of PER, DER, and CR on Firm Value: The Moderating Role of Firm Size in Indonesian Industrial Sector Companies

Sitorus, Olifvia Maharany, Suryadi, Edy
Abstract: This study aims to analyze the effect of Price Earning Ratio (PER), Debt to Equity Ratio (DER), and Current Ratio (CR) on firm value, with firm size as a moderating variable, in industrial sector companies listed on the… Indonesia Stock Exchange during the 2022–2024 period. This study employed a quantitative approach with an associative method. The data used were secondary data obtained from companies’ annual financial reports. The sample was determined using purposive sampling, resulting in 44 companies with a total of 132 firm-year observations. The data were analyzed using Moderated Regression Analysis (MRA), supported by classical assumption tests, correlation coefficient analysis, coefficient of determination analysis, simultaneous testing, and partial testing. The results of the moderation model show that firm size has a positive and significant effect on firm value, with a significance value of 0.043. Meanwhile, PER, DER, and CR do not have a significant effect on firm value after firm size and the interaction variables are included in the model. The moderation test results indicate that firm size is unable to moderate the effect of PER, DER, and CR on firm value, as all interaction variables have significance values greater than 0.05. Although PER has a positive and significant effect on firm value in the first model, this effect is no longer significant in the moderation model. The coefficient of determination in the moderation model is 12.1%, indicating that the model’s ability to explain variations in firm value remains limited. These findings indicate that firm size is a more dominant factor in explaining firm value than PER, DER, and CR in the moderation model.

Determinants of The Indonesian Composite Stock Index: An Error Correction Model Approach

Febriani, Nindy, Wendy, Wendy
Abstract: This study examines the effects of the Dow Jones Industrial Average (DJIA), world gold prices, world oil prices, and the rupiah exchange rate on the Composite Stock Price Index (CSPI) in Indonesia. The study uses monthly… secondary data from January 2015 to December 2025, comprising 132 observations. CSPI data were obtained from the Indonesia Stock Exchange, DJIA, gold price, and oil price data were obtained from Investing.com, while exchange rate data were sourced from Bank Indonesia. The analysis employed the two-step Engle-Granger Error Correction Model (EG-ECM) to identify long-run relationships and short-run adjustment dynamics. The long-run results show that gold prices, world oil prices, and the DJIA have positive and significant effects on the CSPI, whereas the rupiah exchange rate has a negative but insignificant effect. In the short run, the exchange rate has a negative and significant effect on the CSPI, while gold prices, oil prices, and the DJIA have positive and significant effects. The Error Correction Term coefficient of -0.1325 is negative and significant, indicating that approximately 13.25% of short-run disequilibrium is corrected each month toward long-run equilibrium. These findings imply that investors and policymakers should closely monitor global market conditions, commodity price movements, and exchange rate volatility to support investment decisions and maintain Indonesian capital market stability

Utilization of Supervisory Technology to Support Risk Concentration Analysis in The Financial Services Authority

Pardiyono, Hadiprajitno, Basuki
Abstract: In carrying out its integrated regulatory and supervisory function in the financial services sector, the Financial Services Authority (OJK) receives various reports from Financial Services Institutions (LJK), Issuers, and… d Public Companies regarding the receipt and distribution of funds. The complexity of funding and financing relationships between financial service actors creates concentration risks that have the potential to disrupt financial system stability. Experiences from the 1998 Indonesian crisis and the 2008 global financial crisis demonstrate that concentration of exposures and interconnectedness between entities can exacerbate systemic risk. This study aims to identify current supervisory data analysis practices and propose the development of a concentration risk analysis that integrates the loan exposures of large debtor groups with their funding sources. The study used a qualitative approach through interviews, observations, and document analysis. The results indicate that OJK supervisors need an integrated concentration risk analysis across various LJKs and customer groups. Currently, the analysis process is still carried out manually, resulting in inconsistent results and difficult to replicate. The implementation of Supervisory Technology (SupTech) can improve supervisory effectiveness while transforming supervisors' tacit knowledge into explicit knowledge that is documented, standardized, and easily shared. This research contributes to the development of technology-based risk monitoring and knowledge management models in the financial services sector.  

Does Dividend Stability Signal Firm Performance? Evidence from PT Telkom Indonesia (Persero) Tbk

Anwar, Indah Lestari, Ramli, Anwar
Abstract: This study analyzes the dividend policy of PT Telkom Indonesia (Persero) Tbk (TLKM) during the 2020–2025 period using a quantitative descriptive approach and a longitudinal case study based on secondary data from audited… ed financial reports. The variables analyzed include Dividend Per Share (DPS), Earnings Per Share (EPS), Dividend Payout Ratio (DPR), Dividend Yield, and Free Cash Flow (FCF), with trend analysis using the Compound Annual Growth Rate (CAGR). The results show that DPS grows 6.05% per year, higher than EPS of 1.87%, resulting in DPR increasing from 80.00% to 93.95% in 2024. Nevertheless, strong and stable operating cash flow ensures that dividends remain supported by FCF, so there is no indication of financial distress. However, the increasing FCF-to-dividend ratio indicates the company's increasingly limited reinvestment space. The decline in net profit of 20.48% in 2025 also increases the risk of dividend policy sustainability. Furthermore, the increase in dividend yield was more influenced by stock price declines than dividend growth. This finding suggests that SOE dividend stability reflects not only fundamental performance but also institutional pressure from the government as the controlling shareholder, supporting the relevance of Agency Theory and Catering Theory in explaining dividend policy of state-owned enterprises in emerging markets

The Effect of Inflation, Interest Rates, and Exchange Rates on Stock Returns With The Composite Stock Price Index (IHSG) as an Intervening Variable in Indonesia 2016–2025

Ramli, Anwar, Anwar, Indah Lestari
Abstract: This study examines the effect of inflation, interest rates (BI7DRR), and exchange rates (USD/IDR) on stock returns of PT Telkom Indonesia (Persero) Tbk., with the Jakarta Composite Index (IHSG) as an intervening variable.… e. Using a quantitative explanatory research design, monthly secondary data spanning January 2016 to December 2025 (120 observations) were analysed using Pearson correlation and two-stage path analysis (OLS regression). Results indicate that inflation and exchange rates significantly influence IHSG, while the BI Rate does not. However, neither macroeconomic variables nor IHSG significantly affect Telkom's stock returns either directly or indirectly. The model explains only 2.7% of the variation in stock returns, suggesting that company-specific and sectoral factors dominate return determination. These findings imply that IHSG does not serve as an effective mediating channel between macroeconomic conditions and individual stock returns for Telkom. Investors in the telecommunications sector should prioritise fundamental and sectoral analysis over macroeconomic indicators when making portfolio decisions

Determinants of Human Development in Indonesia: A Comparative Analysis of The Western and Eastern Regions

Rini, Puspa, Ridwan, Mochamad, Purmini, Purmini, Rospida, Lela
Abstract: This study examines the effects of health, education, economic, and infrastructure expenditures, economic growth, investment, and the Labor Force Participation Rate (LFPR) on the Human Development Index (HDI) in Indonesia.… a. It also compares the determinants of HDI between Western and Eastern Indonesia. Using a quantitative approach, the study applies panel data regression with the Common Effect Model and Ordinary Least Squares method. Secondary data from 2012–2021 were obtained from Statistics Indonesia, the Ministry of Finance, and other official institutions. The results show that all independent variables simultaneously have a significant effect on HDI. Partially, education expenditure, infrastructure expenditure, and investment have positive and significant effects, while health expenditure, economic expenditure, economic growth, and LFPR are statistically insignificant. Regional analysis reveals different determinants of HDI. In Western Indonesia, education expenditure, infrastructure expenditure, economic growth, and LFPR significantly affect HDI. In Eastern Indonesia, infrastructure expenditure, investment, and LFPR are significant determinants. These findings demonstrate that regional disparities in human development are associated with differences in economic capacity, infrastructure quality, investment distribution, connectivity, and development governance. Therefore, place-based development policies are required to improve the effectiveness and equity of human development, particularly in Eastern Indonesia.

The Effect of Job Satisfaction, Employee Loyalty, and Work Commitment on Employee Performance at PT Sulsel Citra Indonesia (Perseroda)

Jusri, Jusri, Hasnidar, Hasnidar
Abstract: This study aims to analyze the simultaneous and partial effects of job satisfaction, employee loyalty, and work commitment on employee performance at PT Sulsel Citra Indonesia (Perseroda). This research adopts an associative… tive quantitative approach. Data were collected through structured questionnaires distributed to 54 respondents drawn from a population of 114 permanent employees using simple random sampling. Multiple linear regression analysis was conducted using SPSS version 26. The finding that The F-test result (Fcount = 60.515 > Ftable = 2.196; sig. = 0.000) confirms that all three variables simultaneously exert a positive and significant effect on employee performance. Partially, job satisfaction (t = 3.485; sig. = 0.001) and work commitment (t = 11.685; sig. = 0.000) each have a positive and significant effect on employee performance, while employee loyalty (t = -3.080; sig. = 0.003) shows a negative and significant effect. The adjusted R² of 0.771 indicates that 77.1% of the variance in employee performance is explained by the three predictors. Work commitment emerged as the dominant predictor of employee performance, followed by job satisfaction. The negative effect of employee loyalty suggests that loyalty alone does not directly translate into higher performance unless it is accompanied by adequate motivation, job satisfaction, and organizational support. These findings are consistent with previous empirical studies conducted in the plantation and service sectors

The Research Evolution of Financial Performance, Customer Trust, and Customer Loyalty in Sharia Banking Sector: a Bibliometric Analysis

Wijaya, Bachtiar, Soetjipto, Budi Eko, Churiyah, Madziatul
Abstract: The transformation of the Islamic banking industry requires the integration of financial performance, customer trust, and customer loyalty as the foundation for institutional sustainability. This study aims to map the intellectual… tellectual evolution of this field of study and identify dominant themes, development trends, and opportunities for research gaps in the international literature. The method employed is a bibliometric analysis based on a Systematic Literature Review (SLR) using the PRISMA procedure on Scopus articles from 2018 to 2025. From a selection process of 2,009 documents, the study identified 37 articles meeting the inclusion criteria, which were then analyzed using co-authorship, co-occurrence, network, overlay, and density visualizations. The results indicate that the themes of customer loyalty, service quality, customer satisfaction, and customer trust form the core of the intellectual structure with the highest connectivity, while the themes of financial performance, digital trust, banking mergers, and Sharia banking mergers remain in low-density areas, signaling opportunities for research development. The novelty map also reveals a shift in focus from traditional loyalty models toward digital banking, customer experience, and e-CRM. The novelty of this study lies in its proposal of a new research agenda model that integrates financial performance–customer trust–customer loyalty within the context of digital transformation and the consolidation of Sharia banks. Thus, it is hoped that this study can provide a conceptual foundation for future cross-national empirical research

Village Financial Performance Analysis Based on Effectiveness, Efficiency, and Growth Ratios in Tebing Batu Village, Sambas Regency

Andika, Tripan Huda, Ryanto, Fuad Ramdhan
Abstract: This study aims to analyze village financial performance based on effectiveness, efficiency, and growth ratios in Tebing Batu Village, Sambas Regency, during the 2019–2023 period. This study employed a quantitative descriptive… criptive method using secondary data obtained through documentation, including village revenue targets, revenue realization, expenditure budgets, expenditure realization, and financing budget data. The data were analyzed using effectiveness, efficiency, and growth ratio calculations to assess the achievement of revenue targets, the control of village expenditure, and the development of village financial performance over time. The results show that the effectiveness ratio was 60.71% in 2019, categorized as less effective, but improved to 100.25% in 2020 and 100.02% in 2022, both categorized as very effective. In 2021 and 2023, the effectiveness ratios were 99.99% and 99.74%, respectively, categorized as effective. The efficiency ratio remained in the very efficient category throughout 2019–2023, with values ranging from 39.14% to 51.16%. Meanwhile, revenue growth fluctuated, increasing by 57.86% in 2020, declining in 2021 and 2022, and rising again by 1.71% in 2023. These findings imply that Tebing Batu Village needs to maintain budget efficiency while strengthening revenue planning to achieve more stable financial growth.

Labor Optimization and Capital Support for Increasing The Turnover of Cassava Rengginang Home Industries in Rubaru District, Sumenep Regency

Suto, Iriani Ismail
Abstract: This study aims to analyze the effect of labor optimization and capital support on the turnover of cassava rengginang home industries in Rubaru District, Sumenep Regency. The study employed a quantitative approach using… a time series method with secondary data collected from 2012–2024. The variables analyzed consisted of capital and labor as independent variables and turnover as the dependent variable. Data analysis was conducted using multiple linear regression supported by classical assumption tests. The findings indicate that capital has a positive and significant effect on turnover, with a regression coefficient of 4.68 and a probability value of 0.0000. Meanwhile, labor shows a significant negative effect on turnover, with a coefficient value of -3.68 and a probability value of 0.0460. Simultaneously, capital and labor contribute significantly to turnover improvement, with an R-squared value of 0.912, indicating that 91.2% of turnover variation can be explained by both variables. The results emphasize the importance of effective labor management, workforce productivity improvement, and adequate capital support in enhancing the performance and sustainability of cassava rengginang home industries in Rubaru District.