Abstract:This study discusses the implementation of the Naïve Bayes method to predict catering sales at PT.Negara Rasa Indonesia. The background of this study is based on the problem of suboptimal sales due to the absence of a structured…
tructured sales prediction system. The Naïve Bayes method was chosen because of its simplicity, speed, and ability to classify data with a high degree of accuracy. The data used in this study is historical sales data from the last two years, which has undergone cleaning, labeling, and transformation into four sales categories, namely very popular, popular, fairly popular, and less popular. The testing process was carried out using RapidMiner software by dividing the dataset into training data and test data at various ratios of 80:20. The test results showed a very high level of accuracy, with the highest value reaching 91.41%. These findings prove that the Naïve Bayes method is reliable for predicting catering sales, thereby assisting decision-making in more efficient sales management and planning at PT. Negara Rasa Indonesia.
Abstract:This study was conducted to analyse profitability ratios as a measure of financial performance at PT Malindo Feedmill Tbk (MAIN) for the period 2021-2024. The animal feed industry faces challenges of high production costs,…
s, ranging from 85-90%, as well as dependence on unstable imported raw materials. The research method used is quantitative descriptive with purposive sampling techniques on the company's consolidated financial statements. The indicators used to analyse the data include Gross Profit Margin (GPM), Net Profit Margin (NPM), Return on Assets (ROA), and Return on Equity (ROE). In 2022, net profit fell sharply by 57% to RP 27 billion due to production cost pressures. However, in 2024, the company managed to recover with a net profit of RP 489.8 billion. This unique finding shows an increase in Return on Assets (ROA) of 9.10% in 2024 despite a decline in assets. This shows that management has succeeded in eliminating unproductive assets and optimising production efficiency. The effectiveness of cost transformation and the company's operational resilience to market fluctuations are reflected in a Return on Equity (ROE) of 18.61% at the end of the period.
Abstract:The aim of the research is to determine the position of share prices in measuring debt. to Equity Ratio , return on equity and Earning Per Share . The data used are the financial reports of the Food and Beverage sub-sector…
or companies for the period 2020-2023. The findings of the research results show that DER and ROE partially have no effect on stock prices. Other findings show that stock prices can be influenced by the Earning Per Share variable .
Abstract:This research was conducted to assess the financial performance of PT Pertamina Geothermal EnergyTbk for the 2022–2023 period using a financial ratio analysis approach focused on profitability and liquidity ratios. The research…
research method used is quantitative descriptive, utilizing secondary data sourced from the company's financial statements. Indicators used in the profitability analysis includeNet Profit Margin, Return on Assets( ROA), and Return on Equity(ROE), while liquidity analysis is carried out usingCurrent Ratio, Quick Ratio, AndNet Working Capital Ratio.The analysis results show an increase in the profitability ratio, reflecting improvements in operational efficiency and the company's ability to utilize assets to generate profits. On the other hand, although the liquidity ratio has improved, its value has not yet reached the ideal level, indicating that the company still faces challenges in meeting its short-term obligations. Overall, PT PertaminaGeothermal EnergyTbk during the 2022–2023 period showed increasingly improving profitability performance, but still needs to pay attention to and strengthen liquidity conditions to maintain the company's financial stability.
Abstract:This study aims to analyze the differences in the financial performance of PT MAP Boga Adiperkasa Tbk (MAPB) before and after the consumer boycott campaign in the 2022–2024 period. The boycott campaign triggered by global…
bal geopolitical issues has an impact on the decline of the company's social legitimacy, thus affecting profitability and financial stability. The research method uses a descriptive quantitative approach through the analysis of annual financial statements processed using profitability ratios. The results show a significant downward trend in the entire profitability ratio from 2022 to 2024. In 2022, the entire ratio was in a positive condition, but declined sharply in 2023 and turned negative in 2024; NPM from 4.26% to −4.53%, ROA from 5.67% to −4.93%, ROE from 12.45% to −9.45%, and ROI from 8.37% to −4.87%. These findings indicate that boycott campaigns have a significant effect on declining profitability and show the loss of corporate social legitimacy in the eyes of the public according to the perspective of legitimacy theory.
Abstract:This study aims to analyze the financial distress condition of PT Pertamina Patra Niaga during 2019–2023 using the Springate Score (S-Score) model. Financial distress is a critical stage preceding potential bankruptcy, commonly…
commonly detected through declining liquidity, profitability, and operational capability. This study employed a quantitative descriptive approach using secondary data sourced from audited financial statements. The Springate model, consisting of four key ratios (working capital to total assets, EBIT to total assets, EBT to current liabilities, and sales to total assets), was applied to evaluate the company’s financial stability. The results show fluctuating financial performance. PT Pertamina Patra Niaga was categorized as financially healthy (safe zone) in 2019, 2020, 2021, and 2023, but experienced financial distress in 2022 due to severe liquidity pressure and increased short-term liabilities. The overall average S-Score of 0.9453 places the company in the grey area, indicating potential vulnerability to financial instability. The findings highlight the importance of improving liquidity management, strengthening working capital, and increasing operational efficiency to prevent future distress. Distress dengan Metode Springate Score pada PT Pertamina Patra Niaga Periode 2019–2023
Abstract:Background: Cardiovascular disease (CVD) continues to be the predominant cause of global mortality. Polypill techniques that integrate various cardiovascular drugs into a single formulation have emerged as a potential method…
thod for primary prevention, especially in intermediate-risk populations.
Objective: To systematically review and synthesize evidence regarding the efficacy and safety of polypill formulations (comprising antihypertensive medications, statins, with or without aspirin) in comparison to standard care or placebo for the primary prevention of major adverse cardiovascular events (MACE) in intermediate-risk populations.
Methods: We conducted systematic review and meta-analysis in accordance with PRISMA 2020 standards (Systematic Review Registration: PROSPERO CRD420251184718). Various databases (PubMed, Cochrane Library, ScienceDirect, Scopus) were examined for original research published from January 2015 to October 2024. Studies were eligible if they assessed polypill therapies in individuals aged 30 to 70 years with intermediate cardiovascular risk (10-20% 10-year risk), reported composite major adverse cardiovascular events (MACE) outcomes, and included a minimum follow-up of 6 months. Two independent reviewers conducted screening, data extraction, and risk of bias evaluation utilizing the Cochrane RoB 2.0 tool.
Results: Of the 161 records discovered, 4 randomized controlled studies (HOPE-3, TIPS-3, PolyIran, PolyPars) with 31,501 people fulfilled the inclusion criteria. Polypill therapies showed a substantial decrease in composite MACE relative to control groups (pooled HR 0.67 (95% CI 0.60-0.75, p<0.001). Individual trial hazard ratios varied from 0.50 (PolyPars) to 0.66 (PolyIran) and 0.79 (TIPS-3) with moderate heterogeneity (I²=35.2%, p=0.20). Polypills were generally well- tolerated, with a safety profile consistent with the individual components. Medication adherence was enhanced with the polypill in comparison to multiple-pill regimens.
Conclusions: Polypill techniques markedly reduce major adverse cardiovascular events (MACE) in intermediate-risk patients for primary cardiovascular prevention, achieving around a 33% relative risk reduction. The fixed-dose combination strategy provides benefits in compliance and ease of use. These findings hold significant implications for healthcare systems in low-to-
middle-income nations, such as Indonesia, where the burden of cardiovascular disease is substantial and access to long-term cardiovascular drugs is frequently hindered by cost and complexity.
Abstract:This study examines the impact of ethical leadership, innovation adoption, and creativity on company performance within Indonesia's fast-fashion industry. As the industry faces increasing scrutiny regarding sustainability…
y and social responsibility, understanding the relationships between these organizational capabilities becomes crucial for competitive advantage. Using a quantitative methodology, this research employed saturated sampling of 87 managers from fast-fashion companies across major Indonesian cities including Jakarta, Bandung, Surabaya, and Medan. Data were analyzed using SmartPLS 4.0 through Partial Least Squares Structural Equation Modeling (PLS-SEM). The measurement model demonstrated strong reliability and validity, with all constructs exceeding recommended thresholds for Cronbach's Alpha (0.832-0.873), Composite Reliability (0.883-0.911), and Average Variance Extracted (0.603-0.671). Discriminant validity was confirmed through Fornell-Larcker criterion and HTMT ratios below 0.85. The findings reveal that ethical leadership, innovation adoption, and creativity function as complementary organizational resources that collectively enhance company performance rather than operating in isolation. These results provide empirical evidence for the synergistic effects of leadership behavior, technological orientation, and creative capacity in driving organizational success. The study contributes to management literature by demonstrating the integrated nature of these capabilities and offers practical guidance for fast-fashion companies seeking sustainable competitive advantage through ethical practices, systematic innovation, and creative organizational cultures.
Abstract:This study aims to assess the financial performance of PT Global Teleshop Tbk for the period 2017–2021 based on liquidity, profitability, solvency, and activity ratio analysis. The research uses a descriptive qualitative…
ve method. The population consists of the financial statements of PT Global Teleshop Tbk, with the sample being the company's financial reports from the last five years (2017–2021). The data analysis uses financial ratios. The results show that: (1) The liquidity ratio analysis indicates good financial performance, as shown by the increasing Current Ratio (CR) and Quick Ratio (QR), demonstrating the company's improving ability to meet short-term liabilities with liquid current assets, although the QR still falls into the less optimal category; (2) The profitability ratio analysis indicates poor performance, with low Net Profit Margin (NPM) and Return on Equity (ROE), showing the company's limited ability to generate profits from shareholders' funds; (3) The solvency ratio analysis shows weak financial performance, with Debt to Asset Ratio (DAR) and Debt to Equity Ratio (DER) indicating the company’s inability to cover total liabilities with its assets; (4) The activity ratio analysis, based on Total Asset Turnover (TATO) and Working Capital Turnover (WCT), also suggests poor performance due to declining asset turnover and ineffective management of working capital.
Abstract:This study aims to analyze the impact of liquidity ratios on the corporate value of banking companies with the role of capital structure as a moderating variable. The data used in this study are secondary data obtained from…
rom the annual financial reports of Bank Syariah Indonesia listed on the Indonesia Stock Exchange (IDX) during the period 2021–2023. The method used is multiple regression analysis with a model that includes the interaction between liquidity ratios (Current Ratio) and capital structure (Debt to Equity Ratio) as a moderating variable on corporate value, measured by Price to Book Value (PBV). The results of the study show that liquidity ratios have a positive and significant impact on corporate value, while capital structure has a negative impact on corporate value. In addition, the interaction test shows that capital structure acts as a moderating variable that reduces the positive impact of liquidity ratios on corporate value. These findings indicate that although a high liquidity ratio can increase corporate value, this effect may be diminished if the bank has a capital structure more dominated by debt. This study provides important implications for bank management in balancing liquidity and capital structure to maximize corporate value.