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Silfi Oktariyani; Fauzia Nurul Fitri

Jurnal Manuhara : Pusat Penelitian Ilmu Manajemen dan Bisnis 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study to analyze the effect of Non Performing Loan (NPL), Capital Adequacy Ratio (CAR), and Net Interest Margin (NIM) on Return on Assets (ROA) with Operating Expenses to Operating Income (BOPO) as an intervening variable at PT Bank Rakyat Indonesia (Perser) Tbk. This research employs a quantitative approach using secondary data obtained from the annual financial statements of Bank BRI for the period 2015-2024. The data analysis method used in this study is Structural Equation Modeling (SEM) based on Partial Least Squares (PLS), which allows the examination of both direct and indirect relationship among variables in the research model. The independent variables consist of NPL, CAR, and NIM, the intervening variable is BOPO and the dependent variable is ROA. The results indicate that NPL has a positive effect on BOPO, suggesting that higher credit risk leads to increased operational costs. CAR and NIM have a negative effect on BOPO, indicating that adequate capital and effective interest income management improve operational efficiency contributes to increased bank profitability. The findings also confirm that BOPO mediates the relationship between NPL, CAR, and NIM on ROA. This study is expected to contribute to the academic literature on banking financial management and provide practical insights for bank management in enhancing operational efficiency and sustainable profitability.

Lailatus Sa’adah; Lilik Puji Lestari; Friska Devita Sari; Ahmad Ardi Hamzah; Brian Dickson Argatumewa

Populer: Jurnal Penelitian Mahasiswa 2025 Universitas Maritim AMNI Semarang

This study aims to provide a comprehensive overview of the implementation of green finance and its relationship with the financial performance and profitability of banking institutions in Indonesia. Although sustainable finance policies have been continuously strengthened by regulators and stakeholders, the contribution of green financing to overall banking performance is still developing gradually, making it important to conduct a more focused and systematic analysis of its effectiveness. This research specifically aims to describe the application of green financing practices, assess financial performance conditions, and analyze bank profitability during the 2020–2024 period. The study employs a descriptive quantitative approach using secondary data on green financing distribution, financial performance indicators such as the Capital Adequacy Ratio (CAR), Non-Performing Loans (NPL), and Loan to Deposit Ratio (LDR), as well as profitability measured through Return on Assets (ROA). The findings indicate that the implementation of green finance has the potential to enhance long-term financial stability and improve profitability in the banking sector. This study implies that expanding green financing can serve as a relevant and sustainable business strategy for the banking industry while simultaneously supporting national sustainability and environmental development objectives.

Lolitasari, Alia; Widodo, Eko; Wahyudi, M. Adi Trisna

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

This study aims to analyze and evaluate the health level of PT Bank Mega Tbk during the 2016–2023 period using the Risk-Based Bank Rating (RGEC) method. This research employs a quantitative descriptive approach with an evaluative design. The data used are secondary data obtained from audited annual financial statements published by PT Bank Mega Tbk and the Indonesia Stock Exchange. The analytical method refers to regulatory provisions by Bank Indonesia and the Financial Services Authority, covering four assessment factors: Risk Profile (measured by Non-Performing Loan and Loan to Deposit Ratio), Good Corporate Governance (based on self-assessment reports), Earnings (measured by Return on Assets, Return on Equity, BOPO, and Net Interest Margin), and Capital (measured by Capital Adequacy Ratio). Each indicator is assessed according to regulatory criteria and integrated to determine the Composite Rating (PK). The results show that PT Bank Mega Tbk consistently achieved Composite Rating 1 (PK-1), categorized as “Very Healthy,” throughout the observation period. The Risk Profile, Capital, and most Earnings indicators demonstrate strong and stable performance, while Good Corporate Governance remains consistently in the “Healthy” category. However, the Return on Equity indicator shows relatively lower performance compared to other profitability ratios, indicating the need for more optimal utilization of equity. Overall, the findings confirm the bank’s strong financial resilience while highlighting managerial implications related to capital efficiency.

Risalatul Mu’awanah; Maretha Ika Prajawati

Jurnal Manajemen Bisnis Digital Terkini 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Banking stability plays a crucial role in maintaining financial system resilience and supporting national economic growth. Fluctuations in macroeconomic factors often impact banks' financial health, particularly their capital. This study aims to explore how macroeconomic factors such as inflation, central bank benchmark interest rates, and gross domestic product (GDP) impact capital adequacy ratio (CAR) in conventional banks listed on the Indonesia Stock Exchange (IDX) from 2020 to 2024. This study employed a quantitative approach with an associative design, utilizing secondary data. The sample size for this study was 43 conventional banks. Data analysis was performed using multiple linear regression using SPSS. The findings indicate that inflation and benchmark interest rates do not significantly impact financial health, while GDP indicators show a modest positive trend. These findings confirm that macroeconomic conditions are not yet a dominant factor in determining bank capital adequacy. Therefore, it is suspected that internal factors such as risk management, profitability, and operational efficiency play a greater role in maintaining bank capital stability.

Rahmah Devi Syahputri; Fatma Dwi Jati; Muhammad Asrin Jazuli

Jurnal Nuansa : Publikasi Ilmu Manajemen dan Ekonomi Syariah 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Solid financial performance is a crucial foundation for companies to achieve long-term success. In the banking context, financial health assessments are essential, as they directly relate to the stability of the national financial system. Therefore, the Financial Services Authority (OJK) has established standards for evaluating bank soundness using the RGEC method, which includes four key aspects: Risk Profile, Good Corporate Governance (GCG), Earnings, and Capital. This study aims to analyze the soundness level of PT Bank Central Asia Tbk (BCA) during the 2020–2024 period using the RGEC approach. The assessment is conducted by evaluating financial ratios such as Non-Performing Loan (NPL), Loan to Deposit Ratio (LDR), Good Corporate Governance (GCG), Return on Assets (ROA), Net Interest Margin (NIM), and Capital Adequacy Ratio (CAR). The analysis results show that BCA achieved a "very healthy" rating (PK-1) in all RGEC aspects. This reflects BCA's ability to effectively manage risk, implement sound corporate governance principles, and maintain strong profitability and capital. These findings strengthen BCA's position as one of the best-performing banks in Indonesia and demonstrate the company's commitment to maintaining financial stability and customer trust.

Sinar Andi Putra Munthe; Sanusi Ghazali Pane; Rusiadi Rusiadi; Lia Nazliana Nasution

International Journal of Economics and Management Sciences 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study analyzes the dynamics of Non-Performing Loans (NPLs) in the Indonesian banking sector by examining both internal and external factors affecting financial stability. The variables included in the research are NPL, Loan to Deposit Ratio (LDR), lending interest rate, inflation, Household Debt to Income (HDTI), fintech lending, and Capital Adequacy Ratio (CAR). Using annual secondary data from 2005 to 2024, sourced from the World Bank and Statistics Indonesia (BPS), the study employs a Vector Autoregression (VAR) method. This method includes stationarity tests, optimal lag selection, cointegration tests, Impulse Response Function (IRF), and Forecast Error Variance Decomposition (FEVD). The results show that most variables demonstrate a dominant contribution from their own shocks, although interactions between variables remain significant. The IRF analysis reveals that CAR and HDTI are relatively stable and quickly return to equilibrium, while fintech lending, inflation, and NPLs show more volatile responses, making them more susceptible to external shocks. LDR and lending interest rates are sensitive in the short term but tend to stabilize over the long run. FEVD further indicates that inflation plays a significant role in driving NPL variations, while fintech lending is closely associated with CAR in the long term. The study concludes that the stability of Indonesia’s banking sector is influenced by both internal factors like CAR and LDR, as well as external factors such as inflation, fintech lending, and household debt. Thus, a coordinated approach involving monetary policy, macroprudential measures, and financial supervision is crucial to enhance the resilience of the banking sector against global and domestic economic shifts.

Andi Nurhaeda; Andi Rudy Arfah

Akuntansi Pajak dan Kebijakan Ekonomi Digital 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Banking is a key pillar of the financial system, playing a crucial role as an intermediary between those with excess funds and those in need of financing. In the context of post-pandemic economic recovery in the 2022–2024 period, bank sustainability and resilience, particularly in terms of profit-generating ability, are crucial aspects to consider. This study was conducted to analyze the extent to which capital structure and intermediation efficiency influence the profitability of banks listed on the Indonesia Stock Exchange. Capital structure in this study is proxied by the Capital Adequacy Ratio (CAR), while intermediation efficiency is measured by the Loan to Deposit Ratio (LDR). The profitability indicator used is Return on Assets (ROA), which reflects a bank's effectiveness in utilizing its assets to generate profits. This research methodology uses a quantitative approach through multiple linear regression analysis with secondary data in the form of annual financial reports from 111 banks for the 2022–2024 period. The analysis results show that simultaneously, CAR and LDR variables have a significant effect on ROA. Furthermore, both variables have been shown to contribute positively to increasing bank profitability. In other words, maintaining adequate capital and efficient credit management can strengthen overall financial performance. This finding offers strategic implications for bank management in formulating capital and liquidity management policies. Optimizing these two aspects not only impacts short-term profit achievement but also contributes to the stability and sustainability of banking profitability in the long term. Therefore, banks need to ensure a strong capital strategy coupled with efficient intermediation to be more resilient in facing future economic dynamics.

Wanda Alyzza Fitri; Neneng Miskiyah; Agung Anggoro Seto

Jurnal Bisnis Kreatif dan Inovatif 2025 Asosiasi Riset Ilmu Manajemen dan Bisnis Indonesia

This study aims to evaluate the financial condition of four private banks, namely Bank Mega, Bank JTrust, Bank Danamon, and Bank Panin listed on the Indonesia Stock Exchange during the period 2015 to 2024. The analysis uses the Risk-Based Bank Rating (RBBR) approach with a quantitative method, where the data source is derived from published annual financial statements. The sampling technique was carried out by purposive sampling with the criteria of financial statements available for the last 10 years and the fluctuations in profits in the last three years. The bank's health assessment is carried out through four main aspects. First, the risk profile is measured using non-performing loan (NPL) ratios and liquidity levels through the Loan to Deposit Ratio (LDR). Second, Good Corporate Governance (GCG) is evaluated based on regulatory compliance and transparency reporting. Third, profitability which includes the return on asset ratio (ROA) and net interest margin (Net Interest Margin / NIM). Fourth, the capital aspect is analyzed through the Capital Adequacy Ratio (CAR). The results of the study show that in general, the four banks are in a healthy condition, especially in terms of capital and governance, which reflects the bank's ability to meet the minimum capital requirements and maintain management practices in accordance with banking industry standards. However, significant differences were found in the risk and profitability aspects. Banks that have less than optimal risk management tend to experience an increase in NPLs, while banks that are more efficient in managing operational costs are able to maintain ROA and NIM at a more stable level. In addition, external factors such as global economic conditions, monetary policy, interest rates, and interbank competition also affect financial performance.

Michelle Priscilla Gunawan; Surya Dewi Rustariyuni

International Journal of Management 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Profitability, measured by Return on Asset (ROA), is a key indicator for assessing the performance and resilience of the banking sector. During the 2019–2023 period, the Indonesian banking sector faced significant pressure from the COVID-19 pandemic, which impacted asset quality and financial performance. This study aims to analyze the simultaneous and partial effects of Non-Performing Loan (NPL), the BI Rate, inflation, Net Interest Margin (NIM), and Capital Adequacy Ratio (CAR) on the ROA of commercial banks in Indonesia. This research employs a quantitative approach using monthly secondary data from 2019 to 2023. The analysis was conducted using Robust Least Squares (RLS) with M-estimation, a Wald test for simultaneous significance, and a z-statistic for partial tests. The results indicate that, simultaneously, the five independent variables have a significant effect on ROA with a significance value of 0,000 and a coefficient of determination of 67,1 percent. Partially, NPL has a significant negative effect on ROA, while NIM, CAR, and inflation have significant positive effects. The BI Rate shows no significant influence. The implications of these findings highlight the managerial importance of strengthening credit risk management to control NPL, enhancing intermediation efficiency to maintain a healthy NIM, and preserving capital adequacy. From a policy perspective, these results justify the continued strengthening of prudential supervision over banks' internal ratios by financial authorities. Furthermore, the insignificance of the BI Rate suggests that the monetary policy transmission to bank profitability is indirect, necessitating a focus on internal factors to maintain the stability of the banking sector.

Gina Putri Awaliah; Oka Barokah; Lathifuddin Lathifuddin

Jurnal Bisnis, Ekonomi Syariah, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The objective of this study is to examine and compare the financial performance of Islamic banks and conventional banks in Indonesia during the 2019–2023 period. This research is motivated by the rapid growth of the Islamic banking industry; however, its market share remains relatively small compared to conventional banks. The study evaluates various financial ratio indicators, including Return on Assets (ROA), Net Interest Margin (NIM), Capital Adequacy Ratio (CAR), BOPO, Non-Performing Loans (NPL), and Non-Performing Financing (NPF), using a quantitative approach and comparative method. Data were collected from the annual financial reports of several major banks selected through purposive sampling. The results of the analysis indicate that conventional banks generally outperform in terms of profitability and operational efficiency, as reflected in the ROA and BOPO ratios. On the other hand, Islamic banks demonstrate more stable financing quality and liquidity, as indicated by relatively stable NPF and FDR ratios. These performance differences stem from the distinct operational principles of the two banking systems: interest-based operations for conventional banks and profit-sharing principles for Islamic banks. The study concludes that a more comprehensive evaluation method, integrating both sharia compliance and financial elements, is essential to provide a fair and accurate assessment of bank performance. The findings are expected to be valuable for regulators, academics, and industry practitioners in formulating policies that support a more inclusive and sustainable banking system.

Inaya Tusifa; Reni Oktavia

Jurnal Bisnis, Ekonomi Syariah, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The stability of the banking sector is crucial in maintaining a country’s financial system and economic sustainability. This study analyzes the impact of Net Interest Margin (NIM), Non-Performing Loans (NPL), and Capital Adequacy Ratio (CAR) on banking stability in Indonesia. The inconsistency of previous research findings indicates a research gap that requires further exploration. This study employs a quantitative approach using secondary data from financial reports of conventional banks listed on the Indonesia Stock Exchange (IDX) from 2019 to 2023. The sample was selected using purposive sampling, resulting in 39 banks with 195 observations. Data analysis was conducted using multiple linear regression with classical assumption tests, including normality, heteroscedasticity, multicollinearity, and autocorrelation, to ensure model validity. The results show that NIM positively but not significantly affects banking stability, while NPL has a negative and significant effect. CAR also significantly influences banking stability. Enhancing banking intermediation effectiveness through NIM and CAR can strengthen financial stability, whereas increasing credit risk, reflected in NPL, can weaken stability. This study provides insights for regulators and banking management in designing more effective policies to maintain banking sector stability in Indonesia.

Masita Wahyuni Asih; Fausiah Fausiah; Andi Herman Tellu

Jurnal Penelitian Manajemen dan Inovasi Riset 2024 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Masita Wahyuni Asih 2024, The Effect of Non Performing Loan (NPL), Return on Asset (ROA), and Capital Adequacy Ratio (CAR) on Price to book value (PBV) at BUMN Banks listed on the Indonesia Stock Exchange for the 2018-2023 Period. Makassar STIM-LPI Management Science Study Program (supervised by Fausiah, S.E., M.Si. and Andi Herman Tellu, S.E., M.M.). The purpose of this study was to determine the effect of Non Performing Loan (NPL), Return on Asset (ROA), and Capital Adequacy Ratio (CAR) on Price to Book Value (PBV) at BUMN banks listed on the Indonesia Stock Exchange both partially and simultaneously. Price to Book Value (PBV) is the dependent variable (Y), and three independent variables (X) are used, namely Non Performing Loan (NPL), Return on Asset (ROA), and Capital Adequacy Ratio (CAR). Saturated sampling was used to obtain secondary data from a population of 4 banking companies listed on the Indonesia Stock Exchange. Descriptive statistics and classical assumptions, such as multicollinearity assumption and heteroscedasticity assumption, have been tested in relation to the research findings. The data analysis approach uses panel data regression, hypothesis testing, and the Fixed Effect Model (FEM) test. The partially tested study results show that while non-performing loans (NPLs) do not affect price to book value (PBV) significantly, there are return on assets (ROA) and capital adequacy ratio (CAR) that do. The findings of this study also simultaneously show that PBV is significantly affected by NPL, ROA, and CAR.

Arianti Exi Cahyawati, Fernia; Nurhayati, Ida

Jurnal Ilmiah Komputerisasi Akuntansi 2024 Universitas Sains dan Teknologi Komputer

The purpose of this study is to evaluate and study how Non-Performing Loan (NPL), Third Party Funds (TPF), Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR), and Operating Costs to Operating Income (BOPO) affect credit distribution. Quantitative research uses secondary data from the financial statements of banking service companies listed on the Indonesia Stock Exchange in 2018–2022. A sample of 235 companies was collected through a purposive sampling method. Data was processed using the SPSS application. Multiple linear regression analysis was used to conduct this analysis. The results of the study showed that the Non-Performing Loan (NPL) Third Party Funds (TPF) variable with credit distribution did not have a significant positive impact. The Capital Adequacy Ratio (CAR) and Operating Costs to Operating Income (BOPO) variables had a significant negative impact on credit distribution, while the Loan To Deposit Ratio (LDR) variable had a significant positive impact.

Rizky Fadhillah; Nahdatus Syaadah; Mairijani Mairijani; Mahyuni Mahyuni

International Journal of Economics, Commerce, and Management 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Competition in the banking industry is increasingly rapid at this time requiring each bank to have a stable healthy financial condition to avoid difficult financial conditions (financial distress). The purpose of this study was to determine how the influence of the Capital Adequacy Ratio (CAR), Financing to Deposit Ratio (FDR), and Return on Equity (ROE) on the possibility of financial distress in Sharia Rural Banks registered with the Financial Services Authority in 2020-2023. The type of research used is descriptive quantitative research with the data source used is secondary data obtained from the financial statements of each Sharia Rural Bank. The results of this study found that the variables CAR, FDR, and ROE partially and simultaneously had a positive and significant effect on financial distress. The three independent variables together have an influence of 84.8% on the dependent variable, while the remaining 15.2% is influenced by other variables outside this study.

Wilianti Wilianti; Sri Yuni; Septa Soraida

Akuntansi dan Ekonomi Pajak: Perspektif Global 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The development of the banking industry in Indonesia is highly regarded, making the presence of banking institutions essential. It is known that the banking industry plays a strategic role in supporting the implementation of national development to enhance equitable development. To become a sufficiently good bank, measuring performance as an indicator of success is an absolute requirement. This research aims to determine whether the Risk Based Bank Rating approach can measure Financial Performance and the Risk Based Bank Rating moderated by Capital Structure can measure Financial Performance. Case study of state-owned banks listed on the Indonesia Stock Exchange in 2019-2022. This research uses secondary data and research methods used is quantitative. The results show that Non-Performing Loans have a negative impact on financial performance, the Loan to Deposit Ratio (LDR) has a significant impact on Return On Assets (ROA), the Net Interest Margin (NIM) has a positive and significant impact on financial performance measured by Return On Assets (ROA). Operating Expenses to Operating Income (BOPO) has a negative and significant impact on financial performance measured by Return On Assets (ROA). The Capital Adequacy Ratio (CAR) has a significant impact on financial performance. Capital Structure has a significant impact on Non-Performing Loans (NPL) compared to financial performance. Capital Structure significantly affects the Net Interest Margin (NIM) concerning financial performance. The capital structure between operating expenses and operating income can influence a company's performance.    

Dwi Kharisma Wati; Civi Erikawati

Pajak dan Manajemen Keuangan 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Background: The emergence of Islamic banks will definitely increase competition in the banking market. Many factors influence banking growth in Indonesia. The current condition has two main threats that must be considered because they can show the weakness of global banking: the weakening of the commercial property market and the connection of banks with non-bank financial institutions. Method: This study uses descriptive statistics, normality test, and independent sample T test. Results: Conventional and sharia banks do not have significant differences in financial performance, according to the Return On Assets (ROA), Capital Adequacy Ratio (CAR) indicators. On the other hand, the Return On Equity (ROE), Loan to Deposit Ratio (LDR), and Operating Costs Operating Income (BOPO) indicators show that there is no significant difference in financial performance between conventional and sharia banks. Conclusion: Islamic banks show better performance than conventional banks in terms of Return On Assets (ROA), Capital Adequacy Ratio (CAR) and BOPO. These ratio values ​​have higher values. However, conventional banks show better performance in Return On Equity (ROE) and Loan to deposit ratio (LDR) with better average ROE and LDR values.

Agnes Fadilla Astriliana; Slamet Mudjija

Jurnal Ekonomi dan Keuangan Islam 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

In 2019-2023, the average profitability in the banking sub-sector has increased and decreased. This study aims to analyse the Capital Adequacy Ratio, Non Performing Loan, Loan to Deposit Ratio and Operating Cost of Operating Income on Profitability. The research methodology used in this study uses quantitative methods. Data obtained from the Indonesia Stock Exchange website (www.idx.co.id) and www.bi.go.id. The population in this study are banking subsector companies listed on the Indonesia Stock Exchange in 2019-2023. The sampling technique used purposive sampling technique with a sample of 22 (twentytwo) companies. Data analysis for hypothesis testing using Multiple Linear Regression with the help of the Statistical Package for Social Sciences (SPSS) version 22 (twenty-two) programme. The results showed that Capital Adequacy Ratio and Loan to Deposit Ratio had no effect on Profitability, while Non Performing Loan and Operating Cost of Operating Income had a negative effect on Profitability.

Dinita Mayangsari; Ersi Sisdianto

Jurnal Pajak dan Analisis Ekonomi Syariah 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This research aims to analyze the level of bank health and performance of Indonesian sharia banks using the RGEC method during the 2021-2022 period. Through this holistic approach, the research examines aspects of bank health, including risk profile, good corporate governance, income and capital. Data was obtained from the financial report of PT Bank Syariah Indonesia Tbk, and analysis was carried out on credit risk, Good Corporate Governance (GCG), Return on Assets (ROA), and Capital Adequacy Ratio (CAR). Research findings show that Indonesian sharia banks demonstrate health and stability in their operations, despite a decline in several performance indicators. These conclusions provide valuable insights for stakeholders in the Islamic banking industry to improve bank performance and stability.    

Ina Urifah; Putri Kurnia Sari; Anggita Farah Adiba; Renny Oktafia

Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN) 2024 FEB Universitas Maritim Semarang

This study aims to analyze the solvency ratio at PT Bank Central Asia by looking at the percentage of the ability to pay debts against assets and equity with indicators of debt to equity ratio, debt to asset ratio, capital adequacy ratio, long term debt to equity ratio, and long term debt to asset ratio. This research method uses a descriptive method with a quantitative approach. The data used is secondary data obtained from the annual report data of PT Bank Central Asia in 2019-2022. The results of this study indicate that overall it is declared sovable. For 4 years (2019-2022) PT Bank Central Asia in the analysis of capital adequacy ratio, long term debt to equity ratio, long term debt to asset ratio is in accordance with established industry standards, although in the analysis of debt to asset ratio and debt to equity ratio shows numbers above industry standards.

Audre Aprillia; Winsi Fadiah Putri; Nurul Syahfia; Rusiadi Rusiadi; Diwayana Putri Nasution +2 more

International Journal of Economics, Commerce, and Management 2024 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This research aims to analyze the effectiveness of the mixed economic model in controlling financial system stability in 7 emerging market countries. Where the monetary policy variables are the money supply and interest rates. Then the microprudential variables are Return On Equity and Return On Assets, the macroprudential variables are Capital Adequacy Ratio and Non Performing Loans. The financial system stability variables are the inflation level and exchange rate. The data analysis model in this research is the Simultaneous model. This research uses secondary data or time series, namely from 2019 to 2023. This analysis is significant for controlling the financial system by ensuring the data meets normality assumptions through the Jarque-Bera test, which allows for more precise financial planning and risk management decisions. The absence of autocorrelation effects, as proven in the residual test, also strengthens the reliability of the model in understanding market trends. The Two-Stage Least Squares method in simultaneous regression analysis provides in-depth insight into the relationship between economic variables such as the inflation rate and the exchange rate, supporting effective economic policy making. Understanding the elasticity of key variables to the inflation rate and exchange rate is also important for optimizing risk control strategies and financial resource allocation.