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Showing 372 articles found for "Regression"

An Empirical Analysis of Financial Ratios and Financial Performance among Telecommunication Companies Listed on the Indonesia Stock Exchange, 2022–2024

Salsabila, Ghina, Husnan, Lalu Hamdani
Abstract: The rapid growth of the telecommunications industry, driven by increasing demand for digital services, is not always accompanied by stable financial performance due to cost pressures, competition, and infrastructure investment… stment requirements. This condition requires companies to manage their finances effectively, making financial ratio analysis important in evaluating corporation performance. This study aims to analyze the effect of activity ratios, liquidity ratios, and solvency ratios on the financial performance of telecommunication companies listed on the Indonesia Stock Exchange during the 2022–2024 period. This research uses a quantitative approach with a descriptive research design. The data used are secondary data obtained from financial statements. The sampling technique uses purposive sampling with 18 companies over a three-year period, resulting in 54 observations. The analysis method used is multiple linear regression with SPSS. The independent variables include activity ratio (TATO), liquidity ratio (CR), and solvency ratio (DER), while the dependent variable is financial performance (ROE). The outcome show that partially, the activity ratio does not have a substantial effect on financial performance. Meanwhile, liquidity and solvency ratios have a negative and substantial effect on financial performance. Simultaneously, all three ratios have a substantial effect on financial performance. These findings indicate that financial performance is influenced by asset management, the ability to meet obligations, and capital structure.

Corruption Perception Index as a Moderating Variable in the Relationship between Village Funds, Local Revenue, Technology Adoption, and Village Independence in Indonesia

Sudarman, Soesilowati, Etty, Sumanto, Agus
Abstract: This study aims to analyze the role of corruption in moderating the influence of Village Funds, Local Own-Source Revenue (PAD), and technology represented by the Electronic-Based Government System (SPBE) index on the number… ber of independent villages in Indonesia from 2023 to 2024. The research was conducted in 34 provinces in Indonesia, except for the provinces of DKI Jakarta, Central Papua, South Papua, and Papua Pegunungan. The study used a panel data regression model with a Fixed Effect Model approach. The results of the study show that: First, Village Funds have a positive and significant effect on increasing the number of independent villages; Second, PAD does not have a significant effect on the number of independent villages, indicating that fiscal independence of villages in Indonesia is still relatively low. Most villages still depend on transfers from the central government; Third, technology, represented by the SPBE index, has a positive and significant effect on the number of independent villages; Fourth, the moderating effect of corruption shows diverse dynamics. Corruption negatively moderates the relationship between Village Funds and independent villages, but conversely positively moderates the relationship between PAD and independent villages. Fifth, the interaction between SPBE and corruption is not proven to be significant, suggesting that the success of digitization in promoting village independence is determined more by the readiness of the technological ecosystem than solely by low levels of corruption.

Wardah's Digital Marketing Strategy through Islamic Branding, Influencer Marketing, and Flash Sale Programs to Increase Online Shopping Decisions on the Shopee Platform

Musa, Chalid Imran, Azhari, Azlan, Parinsi, Kristina
Abstract: The rapid growth of digital technology and e-commerce has transformed consumer behavior, particularly in online beauty product purchases. This study aims to examine the influence of Islamic Branding, Influencer Marketing,… , and Flash Sale on online shopping decisions for Wardah beauty products on Shopee. Using a quantitative approach, data were collected from 100 respondents in Makassar who had purchased Wardah products online. The data were analyzed using multiple linear regression with SPSS 26. The results indicate that Islamic Branding, Influencer Marketing, and Flash Sale each have a positive and significant effect on online shopping decisions. Simultaneously, these three variables contribute 51% to consumer purchasing decisions, showing that a combination of religiosity-based branding, social influence, and urgency-driven promotion effectively encourages consumer purchases. The findings suggest that integrating Islamic values with digital marketing strategies enhances consumer trust and purchase intention in the halal beauty market. 

The Effect of Profitability and Company Value on Stock Prices in Health Sector Companies Listed on The Indonesia Stock Exchange for The Period 2020-2024

Wahyuni, Zalsabillah Cahya, Musa, Chalid Imran, Anwar, Nurman, Rahman, Abdul
Abstract: This study aims to examine the influence of profitability and firm value on stock prices in health sector companies listed on the Indonesia Stock Exchange during the 2020–2024 period. A quantitative approach with a documentation… umentation method was employed in this research. The population consisted of all health sector companies within the specified period, while the sample was selected using a purposive sampling technique based on predetermined criteria, resulting in a total of 15 companies. Data were analyzed using panel data regression through the Economic Views (EViews) 12 software. The findings of this study indicate that, profitability (ROA) has a positive and significant effect on stock prices of health sector companies for the 2020–2024 period. Similarly, firm value (Tobin’s Q) also shows a positive and significant influence on stock prices within the same period

The Influence of Brand Image on Online Purchase Decisions for Scarlett Students of The Faculty of Economics, University of Nias

Baene, Diana Novita, Harefa, Idarni, Waruwu, Meiman Hidayat, Hulu, Fatolosa
Abstract: This research aims to examine and analyze the influence of brand image on the purchasing decisions of students at the Faculty of Economics, Nias University, in the context of online shopping. The background of this study… stems from the rapid growth of e-commerce in Indonesia, which has significantly changed consumer shopping behavior, particularly among students who are highly adaptive to digital technology. In online shopping situations, where consumers cannot physically assess the product, brand image becomes one of the main factors influencing consumer trust, perceived quality, and confidence in making purchasing decisions. The type of research employed is quantitative research with a survey approach. The study population consisted of 1,959 active students of the Faculty of Economics, Nias University, with a sample of 95 respondents determined using the Slovin formula. Data were collected using a Likert-scale questionnaire covering brand image indicators (strength, favorability, and uniqueness of brand association) as well as purchasing decision indicators (problem recognition, information search, evaluation of alternatives, purchase decision, and post-purchase behavior). The data were analyzed using validity and reliability tests, simple linear regression analysis, t-test, and determination test with the aid of SPSS software. The results of the study indicate that brand image has a positive and significant effect on students' purchasing decisions in online shopping. This finding implies that the stronger the brand image, the higher the tendency of students to make online purchases. Therefore, companies or online businesses need to develop and strengthen their brand image through consistent marketing communication strategies, clear product information, and credible brand reputation to increase consumer loyalty and purchase intention.

The Effect of Working Capital Management on The Growth of Savings and Loan Business in The Osseda Faolala Women's Consumer Cooperative Nias

Gulo, Foster Herwin, Zebua, Dedi Irawan, Zebua, Serniati, Telaumbanua, Aferiaman, Telaumbanua, Aferiaman
Abstract: This study analyzes the financial condition of the Osseda Faolala Perempuan Nias Consumer Cooperative during the period January 2021–December 2024, focusing on the management of current assets, short-term liabilities, and&#8230; and the repayment rate of member loans. Data were processed using descriptive statistics and simple linear regression to assess the cooperative's financial balance and factors influencing business growth. The classical assumption test showed that the regression model met the feasibility criteria, both in terms of normality and autocorrelation, thus the analysis results were reliable. The t-test results proved that working capital had a positive and significant effect on cooperative business growth with a significance value <0.05. The coefficient of determination (R² = 0.887) confirmed that 88.7% of the variation in business growth was explained by working capital management. This means that the more optimal the management of working capital—including current assets, short-term liabilities, and member loans—the higher the cooperative's chances of growth and development. In addition to strengthening the existing literature, this study is consistent with the findings of Winata et al. (2023) on manufacturing companies and Herawati (2023) on savings and loan cooperatives, both demonstrated the importance of working capital management to financial performance. However, these results differ from the research of Rezki Erdian et al. (2022) on the retail sector, which found that receivables had no significant effect on profitability. This difference indicates that the relevance of working capital is highly dependent on the institutional context. Overall, this study confirms that optimal working capital management is not merely an administrative issue, but a strategic factor determining cooperative business growth and improving welfare. member.

The Effect of Raw Material Inventory Management On Work Productivity of PT. Kss (Karunia Sejahtera Sejati) Nias Branch

Halawa, Alfonsus, Gea, Jeliswan Berkat Iman Jaya, Mendrofa, Martha Surya Dinata, Zebua, Serniati
Abstract: This study aims to determine the Effect of Raw Material Inventory Management on Work Productivity of PT. KSS (Karunia Sejahtera Sejati) Nias Branch. The research method used is a quantitative approach. The sample in this&#8230; study amounted to 31 respondents. Data collection techniques were carried out through the distribution of questionnaires and documentation. Data analysis techniques used simple linear regression analysis, classical assumption tests, coefficient of determination tests and t-tests with the help of the SPSS version 25 statistical application. The R2 Determination Test that has been carried out obtained the result that the R2 value is 0.620. This shows that the Raw Material Inventory Management variable (X) can explain Work Productivity (Y) by 62%, while the remaining 38% is explained by other factors not covered in this study. Based on the data analysis, it shows that simultaneously the Raw Material Inventory Management variable has a positive and significant effect on Work Productivity with a significance of 0.000 <0.05 and the T-value obtained is 6.877> 1.696 so that it can be concluded that Ha is accepted and has an effect on the dependent variable of Work Productivity (Y). The conclusion of this study is that the Raw Material Inventory Management variable partially or simultaneously has an effect on Work Productivity and it is recommended that PT. KSS (Karunia Sejahtera Sejati) provide increased competency and understanding of employees regarding inventory management that is very necessary so that they are able to carry out their tasks more efficiently and effectively, so that work productivity increases. Periodic training and socialization regarding inventory management and its relationship to work productivity must continue to be carried out.

The Digital Disruption of Traditional Equilibrium: Analyzing the Impact of E-commerce and Social Commerce on Demand Supply Dynamics for Electronics in Makassar

Imran Musa, Chalid
Abstract: This research is based on the imbalance between demand and supply that often occurs in the consumer goods market in Makassar, which causes price changes and market instability. This study is unique in a local context by&#8230; emphasizing the real interaction between demand and supply as a factor that affects the market balance at the regional level. The purpose of this study is to investigate the impact of demand and supply on the balance of the consumer goods market in Makassar. This study adopts a quantitative approach by using primary data from 250 respondents, consisting of 200 consumers and 50 traders with questions using a five-point Likert scale. Data analysis is carried out with multiple linear regression using SPSS version 25, as well as involving validity testing, reliability and classic assumption testing. Research findings show that the demand and supply variables have a positive and significant effect on the market balance with an Adjusted R² of 0.285. Together, the two variables explain 28.5% variation in market balance. This result shows that the increase in demand and the availability of the supply of consumer goods are the key to maintaining price stability in the local market.

The Influence of Financial Literacy and Financial Inclusion on The Performance of Msmes in Kediri City

Putra, Dika Dimas, Rahmadi, Afif Nur, Lidiawan, Angga Rizka
Abstract: Micro, Small, and Medium Enterprises (MSMEs) play a vital role in Indonesia's economy, yet many face challenges such as limited capital, inadequate financial literacy, and restricted access to financial services, which hinder&#8230; inder their growth and competitiveness. This study aims to analyze the influence of financial literacy and financial inclusion on MSME performance in Kediri City, focusing on entrepreneurs who received government capital assistance in 2024. Using a quantitative approach, data were collected from 100 MSME owners through purposive sampling, with questionnaires as the primary instrument. Statistical analyses, including multiple linear regression, t-tests, F-tests, and classical assumption tests, were conducted using SPSS 24. The results reveal that both financial literacy and financial inclusion have positive and significant effects on MSME performance, with the two variables jointly explaining 71% of performance variation. These findings indicate that improving financial knowledge and expanding access to financial services can substantially enhance MSME productivity, competitiveness, and sustainability. The study highlights the importance of targeted financial education and inclusive financial policies to strengthen the resilience and long-term growth of MSMEs in regional economies

Data Driven Marketing in Real Estate: Forecasting House Prices and Uncovering Influential Factors

Prabadianti, Intania, Samidi
Abstract: In recent years, the housing market has faced significant challenges, including fluctuating prices and declining sales. To solve this issue, there was an increasing need for more sophisticated methods to predict housing&#8230; prices accurately. This study aimed to provide real estate marketers with a tool to enhance their pricing tactics and mitigate the decline in home sales by predicting house prices using machine learning techniques. Several parameters were considered in this study, such as location, number of bedrooms, number of bathrooms, land area, building area, and number of carports. Linear regression and neural network methods were used to develop predictive models. The findings showed that the neural network method was more accurate than linear regression, which made it a better tool for real estate pricing strategies, with land area and number of carports being the most influential aspects in house price prediction.