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Showing 286 articles found for "Variables"

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.

The Effect of Product Quality, Brand Image, and Promotion on Customer Loyalty at Rumah Tempe in Pontianak City

Octriani, Fadia Rachma, Sumiyati, Sumiyati
Abstract: This study aims to examine the effect of product quality, brand image, and promotion on customer loyalty at Rumah Tempe in Pontianak City. A quantitative approach with an associative research design was used. The sample… consisted of 100 Rumah Tempe customers selected through purposive sampling, with the criteria of being at least 17 years old, having made purchases independently, and having purchased the product at least twice. Data were collected through questionnaires using a five-point Likert scale, supported by interviews and documentation. The data were analyzed using multiple linear regression, preceded by validity, reliability, and classical assumption tests. The results show that product quality, brand image, and promotion have positive and significant effects on customer loyalty, both partially and simultaneously. Among the three variables, promotion has the strongest influence, indicating that effective promotional activities play an important role in encouraging repeat purchases and customer recommendations. These findings imply that Rumah Tempe should consistently maintain product quality, strengthen its brand image, and optimize promotional strategies to increase customer loyalty in the competitive local snack food market.

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

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.

Determinants of Net Interest Margin in Indonesian Conventional Banks: Evidence from 2020–2024

Zannah, Cindy, Parlina, Nurhana Dhea
Abstract: This study aims to analyze the effect of Capital Adequacy Ratio (CAR), Non Performing Loan (NPL), and Operating Expenses to Operating Income (BOPO) on Net Interest Margin (NIM) in conventional banks listed on the Indonesia… ia Stock Exchange during the 2020-2024 period. This study uses a quantitative approach with an associative research design. The sample was selected using purposive sampling and consisted of 11 conventional banks, resulting in 55 firm-year observations. The data were obtained from annual financial reports, official publications, and relevant banking sources. The data were analyzed using multiple linear regression with IBM SPSS Statistics 25, while the Cochrane-Orcutt method was applied to correct positive autocorrelation in the final model. The results show that CAR has a positive and significant effect on NIM, while NPL and BOPO have negative but insignificant effects on NIM. Simultaneously, CAR, NPL, and BOPO have a significant effect on NIM. The adjusted R-square value of 0.099 indicates that the independent variables explain 9.9% of the variation in NIM. These findings imply that capital adequacy remains an important internal factor in maintaining net interest margins, while credit risk control and operational efficiency should continue to be improved.

Linking Product Quality to Electric Vehicle Purchase Decision: The Mediating Role of Brand Image in Makassar

Wardhana Haeruddin, Muhammad Ilham
Abstract: The purpose of this study is to examine how product quality influences consumers' decisions to buy electric cars in Makassar City, using brand image as a mediating factor. The swift expansion of electric vehicle adoption… necessitates a comprehensive understanding of the factors influencing customer purchasing behavior in this nascent sector. A quantitative methodology utilizing an explanatory study design was implemented to examine the causal links among the variables. The population comprised consumers who had acquired or utilized electric vehicles in Makassar City, while the precise population size remained unspecified. A purposeful non-probability sampling strategy was employed, resulting in 105 respondents who completed a structured online questionnaire sent using Google Forms. The data were analyzed utilizing SEM-PLS with SmartPLS to investigate both direct and indirect effects among the constructs. The findings demonstrate that product quality positively and significantly impacts purchase decisions, product quality positively and significantly influences brand image, and brand image positively and significantly affects purchase decisions. Additionally, brand image serves as a partial mediator in the correlation between product quality and purchasing decisions. The findings indicate that superior product quality in electric vehicles is more influential in influencing purchasing decisions when it concurrently cultivates a favorable brand image in consumers' perceptions, thus offering strategic insights for manufacturers and distributors in formulating marketing strategies that enhance both product quality and brand image.

Economic Loss Due To Mental Fragility in The Analysis of Provincial Economic Productivity in Indonesia

Taqwa, Muhammad, Soesilowati, Etty, Mukhlis, Imam
Abstract: Mental health is a strategic issue in economics because it affects the quality of human resources and regional economic productivity. This study aims to analyze the impact of schizophrenia, depression, and suicidal ideation… ion on economic losses across provinces in Indonesia and to examine the role of depression treatment as a mediating variable. The study employs a quantitative approach using explanatory research and a cross-sectional design based on secondary data from 2023. Data were obtained from the Indonesian Health Survey (SKI) by the Ministry of Health of the Republic of Indonesia and Regional Gross Domestic Product (PDRB) data from the Central Statistics Agency, with 38 provinces in Indonesia as the units of analysis. Data analysis was conducted using descriptive statistics, multiple linear regression, and causal mediation analysis. The results of the study indicate that schizophrenia, depression, and suicidal ideation have a significant negative effect on economic loss, as proxied by per capita GRDP. Depression is the variable with the greatest negative impact on regional economic productivity. Furthermore, treatment for depression was found to act as a significant mediator capable of mitigating the negative impact of depression on economic loss. These findings indicate that improved access to mental health services contributes to increased community economic productivity and a reduction in regional economic losses. This study makes a theoretical contribution to the development of development economics and health economics research through the integration of mental health variables and regional economic productivity. Practically, the research results underscore the importance of integrating mental health services into regional development policies to improve the quality of human resources and reduce economic loss in Indonesia.