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Syndicated credit serves as a response for banks in extending loans as an alternative financing mechanism when constrained by the legal lending limit. Syndicated loans have a distinctive characteristic, namely the requirement for collective decision-making among creditors to reach a resolution. Consequently, collateral execution is often delayed or not carried out optimally to recover bank receivables, resulting in participating banks bearing losses for a relatively long period. This research employs a normative juridical approach with descriptive-analytical research specifications using qualitative methods based on relevant legal norms and theories. The results show that the legal relationship between the bank agent and the syndicated creditors constitutes an agency relationship, namely a special power of attorney as regulated under the Civil Code. The Bank Agent, consisting of the Facility Agent, Security Agent, and Escrow Agent, acts according to their respective duties for the benefit of the syndicate within the scope of authority agreed upon in the credit agreement. The resolution of non-performing loans in syndicated credit schemes should be carried out by referring to credit rescue and settlement mechanisms as regulated in the OJK Regulation concerning the Asset Quality Assessment of Commercial Banks through the prudential principle. The legal liability of the Bank Agent or Security Agent arises only when it can be proven that the agent has acted beyond the authority granted to it.

Savings and Loan Cooperatives (KSP) play a vital role in expanding community access to capital, especially within the informal sector. Nevertheless, non-performing loans remain a persistent challenge that can threaten liquidity and long-term institutional sustainability. KSP CU Mera Ndi Ate faces similar issues, which are assumed to stem not only from administrative weaknesses but also from members’ perceptions and behavioral factors. This research aims to examine the potential causes of non-performing loans through text-based sentiment analysis using an unsupervised learning approach. A quantitative method with a data mining framework was applied. Data were gathered through interviews, observations, documentation, and 200 customer opinion texts processed using the Orange Data Mining application. The analytical stages included preprocessing, corpus development, feature extraction, sentiment clustering, and visualization. Because the dataset lacked predefined labels, unsupervised learning was used to identify naturally emerging sentiment patterns. Findings reveal a predominance of critical sentiments related to credit assessment procedures and service quality. The highest sentiment score (75) concerned insufficient creditworthiness evaluation, followed by concerns about service efficiency (66.6667). These insights suggest that improving assessment accuracy and service quality may help reduce non-performing loans.

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.

This study analyzes creditworthiness assessment and predicts non-performing loan (NPL) risk using the Naïve Bayes algorithm at BPR Ukabima Lestari, Jambi Branch. A quantitative data mining approach with probabilistic classification is applied. The dataset includes borrower attributes such as age, occupation, income, loan amount, tenor, collateral, and repayment history. Research stages comprise data preprocessing, model development, and performance evaluation using accuracy, precision, recall, and F1-score implemented in RapidMiner. The results indicate that the Naïve Bayes model achieves 99.58% accuracy, demonstrating strong capability to predict potential problem loans accurately and efficiently, supporting data-driven credit decisions and strengthening credit risk management in microbanking institutions.

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.

This study aims to analyze the effect of Non-Performing Loans (NPLs) and the Loan-to-Deposit Ratio (LDR) on bank financial performance, as measured by Return on Assets (ROA), with Net Interest Margin (NIM) as an intervening variable in banking companies listed on the Indonesia Stock Exchange during the 2021-2023 period. The research method used is quantitative research with a causal-comparative approach. The data used in this study is secondary data sourced from the financial reports of banking companies accessible through the official IDX website. The population in this study is banking sector companies listed on the Indonesia Stock Exchange, with a sample of 35 companies selected using a purposive sampling method based on certain criteria. The independent variables in this study are Non-Performing Loans (X1) and Loan to Deposit Ratio (X2), while the dependent variable is Return on Assets (Y) and the intervening variable is Net Interest Margin (Z). Data analysis techniques in this study use panel data regression, classical assumption tests, t-tests, coefficients of determination, and Sobel tests. The results of this study indicate that NPL has no effect on NIM, while LDR has an effect on NIM, NPL has an effect on ROA, LDR has no effect on ROA, NIM has an effect on ROA, NIM does not mediate the relationship between NPL and ROA, and NIM mediates the relationship between LDR and ROA.

Islamic Financial Institutions play a vital role in strengthening the Islamic economy in Aceh, particularly through financing micro businesses. Article 14 of Qanun Aceh Number 11 of 2018 sets a target of 40% profit-sharing-based financing for Micro, Small, and Medium Enterprises (MSMEs) by 2024. However, the realization of financing with profit-sharing contracts is still low. This study aims to examine the implementation of Qanun Number 11 of 2018 in facilitating micro business financing in Aceh, identify obstacles in its implementation, and analyze the roles of the government, society, and the private sector in supporting this process. The study uses an empirical juridical method, collecting data through literature studies, interviews, and observations. Data analysis is conducted qualitatively with a prescriptive analytical approach. Challenges to financing distribution include business actors not meeting credit quality assessments and prudential banking standards, causing banks to implement risk management strategies to prevent non-performing loans. Additionally, low financial literacy among business actors remains a significant barrier. The local government supports micro business financing by establishing the Technical Implementation Unit of the Integrated Business Service Office, providing financial assistance, and introducing the draft Qanun of Aceh Sharia Financing Guarantee. Bank Aceh Syariah offers training and coaching for MSMEs, while Bank Syariah Indonesia aids MSMEs through the MSME Center and the Muslim Entrepreneur program. Improving financial literacy is essential for business development. The study recommends that the Aceh Government strengthen the implementation of Qanun Sharia Financial Institutions, increase profit-sharing-based MSME financing, and promote financial literacy.

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.

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.

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.

This study aims to analyze the effect of liquidity and credit risk on the profitability of banks listed on the Indonesia Stock Exchange (IDX) during the period 2018–2022. Profitability is measured by Return on Assets (ROA), liquidity is proxied by the Loan to Deposit Ratio (LDR), while credit risk is measured using the Non-Performing Loan (NPL) ratio. The research employs a quantitative approach with multiple linear regression analysis to test the partial and simultaneous influence of the independent variables on profitability. Data were obtained from the annual financial reports of banks published on the IDX, covering a five-year observation period. The results of the analysis show that credit risk, as measured by NPL, has a significant negative effect on bank profitability. This finding reflects that the higher the NPL ratio, the lower the bank’s ability to generate returns on assets, emphasizing the importance of effective credit quality management. In contrast, the liquidity level measured by LDR demonstrates a positive but statistically insignificant effect on ROA. This suggests that although liquidity plays a role in supporting banking operations, its direct impact on profitability is relatively weak when considered independently. However, when examined simultaneously, both credit risk and liquidity significantly affect bank profitability. These findings imply that effective credit risk management is a crucial determinant of financial performance in the banking sector. High levels of non-performing loans can erode bank profits, while optimal liquidity management supports operational efficiency, even if its impact is not strongly significant in isolation. From a managerial perspective, banks need to strengthen monitoring of loan quality, implement more prudent credit policies, and adopt sustainable liquidity strategies to enhance profitability. For regulators, the results highlight the importance of supervising asset quality and ensuring adequate liquidity management in the banking system. This study contributes to the literature on banking performance by providing empirical evidence on the interaction between credit risk, liquidity, and profitability in the Indonesian banking sector.

People's Business Credit (KUR) is a financing program distributed by the government through banking institutions, including Bank Rakyat Indonesia (BRI), to support Micro, Small, and Medium Enterprises (MSMEs) and cooperatives. In its implementation, KUR credit is not free from various problems, one of which is non-performing loans. This study aims to determine the factors causing non-performing loans and efforts to resolve them in KUR loans at Bank BRI Karanganyar Branch, Tasikmadu Unit. The method used in this study is qualitative research, with data sources derived from primary, secondary, and tertiary legal materials. Data collection techniques were conducted through direct interviews with relevant parties. The results show that the main causes of non-performing loans are divided into two major factors. First, external factors, namely those originating from the customer. This problem is generally related to the customer's inability to pay installments due to business failure. Second, internal factors, such as the failure of creditworthiness analysis by bank officers, resulting in prospective debtors who are actually unworthy actually receiving loans. In resolving non-performing loans, BRI Bank's Karanganyar Branch, Tasikmadu Unit, applies five main methods: (1) changing the loan interest rate, (2) reducing fines or penalties, (3) reducing the outstanding principal, (4) extending the loan term, and (5) selling collateral. Additionally, there are also settlement methods that involve a combination of these five methods, depending on the debtor's circumstances and the agreement between the two parties.

This research focuses on analyzing the impact of fundamental financial ratios on stock prices in the banking sector, specifically examining PT. Bank Mandiri Tbk. The key financial ratios investigated include Return On Assets (ROA), Loan to Deposit Ratio (LDR), Non-Performing Loans (NPL), and the ratio of Operating Expenses to Operating Income (BOPO). The study employs a quantitative descriptive research method, utilizing secondary data sourced from annual reports spanning the period from 2014 to 2023. Multiple linear regression analysis is utilized as the primary analytical tool to address the research questions and hypotheses. The findings of the study reveal that the independent variables—ROA, LDR, NPL, and BOPO—significantly influence stock prices, both in isolation and collectively. This indicates that these financial ratios are critical indicators for investors and stakeholders when evaluating the performance and market value of banking institutions. The research highlights the importance of these financial metrics in shaping market perceptions and stock valuations, providing valuable insights for investors, financial analysts, and decision-makers in the banking industry. Furthermore, the study contributes to the existing body of knowledge regarding the relationship between financial performance indicators and stock market behavior. By emphasizing the correlation between these ratios and stock prices, the research underscores the necessity for stakeholders to monitor and analyze these key financial metrics to make informed investment decisions. Overall, the results affirm the relevance of fundamental financial ratios in assessing the financial health and competitive positioning of banks, particularly in the context of PT. Bank Mandiri Tbk. This analysis not only enriches the literature on banking finance but also serves as a practical guide for stakeholders aiming to optimize their investment strategies based on financial performance indicators.

This study aims to analyze the influence of the lifestyle of credit relationship managers (RMs) and the potential for fraud on the occurrence of non-performing loans in the banking sector. Relationship managers are the spearheads of credit distribution, interacting directly with customers, so their behavior, lifestyle, and integrity have a significant impact on the quality of a bank's credit portfolio. This study uses a qualitative descriptive method with a systematic literature review approach, reviewing various recent studies related to bank employee lifestyles, factors driving fraud, and their correlation with non-performing loans. The results indicate that a consumptive lifestyle disproportionate to income can increase the risk of fraudulent behavior, such as manipulation of credit analysis or collusion with customers, which ultimately results in an increase in non-performing loans. Furthermore, weak internal control systems, pressure to achieve credit targets, and moral hazard exacerbate this risk. A lifestyle that prioritizes social symbols and self-image can also encourage employees to engage in deviant behavior to maintain this lifestyle. Several studies have shown that RMs trapped in a hedonistic lifestyle are more vulnerable to conflicts of interest and violations of professional ethics. Meanwhile, the potential for fraud in banking practices is also influenced by employees' weak personal financial literacy, as well as limited training in risk management and ongoing work ethics. In an organizational context, a work culture oriented toward achieving targets without regard for the quality of credit analysis has the potential to create a work climate that is permissive of irregularities. This study recommends strengthening a culture of integrity through the establishment of a firm code of ethics, technology-based supervision (such as an AI-based fraud detection system), and regular training on a healthy financial lifestyle and risk management for RMs.

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.

Eksekusi hak tanggungan merupakan salah satu upaya penyelesaian kredit bermasalah yang diberikan kepada kreditor sebagai bentuk perlindungan hukum atas jaminan kebendaan. Namun dalam praktiknya, pelaksanaan eksekusi hak tanggungan di Pengadilan Negeri seringkali mengalami hambatan baik secara administratif maupun teknis hukum. Penelitian ini bertujuan untuk menganalisis efektivitas pelaksanaan eksekusi hak tanggungan dalam penyelesaian kredit bermasalah serta faktor-faktor yang mempengaruhinya. Metode penelitian yang digunakan adalah pendekatan yuridis normatif dan empiris. Hasil penelitian menunjukkan bahwa pelaksanaan eksekusi hak tanggungan masih belum efektif karena panjangnya proses birokrasi peradilan, kurangnya pemahaman masyarakat terhadap hukum jaminan, serta belum optimalnya peran lembaga peradilan dalam mempercepat proses eksekusi. Dibutuhkan reformasi regulasi dan percepatan proses eksekusi melalui penguatan peran pengadilan dan sistem administrasi eksekusi yang terintegrasi.

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.

This study aims to analyze the marketing strategies, operational mechanisms, and key challenges faced by the Multipurpose Cooperative (KSU) BONA MANDIRI JAYA. A qualitative research approach was employed, utilizing in-depth interviews, direct observation, and document analysis as data collection methods. The results show that the cooperative adopts a direct marketing strategy targeting underserved and remote areas, combined with a personalized approach in monitoring its clients. Despite its growth, the cooperative encounters several challenges, including limited capital, low member financial literacy, non-performing loans, and the need to adapt to digital transformation. To overcome these obstacles, the cooperative implements credit restructuring policies and intensive field monitoring. The study recommends strengthening institutional capacity and adopting digital systems to enhance the sustainability and efficiency of cooperative operations.

In banking practice, cooperation agreements between banks and developers for providing Kredit Pemilikan Rumah (“KPR”) facilities often incorporate the buy back guarantee scheme as a form of security against the risk of debtor default. This scheme obligates the developer to repurchase the property as collateral in case of a loan default. The buy back guarantee scheme in KPR is essential for banks as a risk mitigation mechanism to ensure the recovery of disbursed funds, reduce the potential for non-performing loans, and provide legal certainty and protection against losses caused by debtor default. Therefore, it is necessary to analyze the legal protection available to banks bound by cooperation agreements for the provision of KPR facilities under the buy back guarantee scheme, taking into account the legal position of the banks and developers, as well as examining legal certainty and dispute resolution mechanisms applicable in cases of loan default.

This study aims to analyze credit management strategies in reducing non-performing loans (NPL) at PT. BPR Ambulu Dhanaartha in Jember Regency. This study uses a descriptive method with a qualitative approach. Data collection was carried out through direct interviews with the bank, observation, and documentation studies from various relevant sources. The results of the study indicate that PT. BPR Ambulu Dhanaartha implements credit management strategies through the stages of planning, organizing, implementing, and monitoring. The factors causing non-performing loans come from internal aspects, such as credit analysis errors, as well as external factors, such as economic conditions and disasters. The handling strategies implemented include restructuring, rescheduling, and confiscation of collateral. By implementing strict credit analysis, structured credit policies, periodic supervision, and effective collection strategies, PT. BPR Ambulu Dhanaartha is able to minimize the risk of non-performing loans and maintain its operational stability.