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Financial distress is a condition of declining financial health of a company that can develop gradually and lead to business failure if not detected early. With the increasing complexity of the business environment and the limitations of conventional statistical methods, Artificial Intelligence/AI is increasingly being adopted in the development of early warning systems (EWS) to predict financial distress. This study aims to examine the development of AI-based EWS research, identify the most widely used algorithms, and evaluate the effectiveness of AI models compared to conventional methods in predicting financial distress. The method used is a comprehensive systematic literature review of 15 relevant scientific articles. The results show that the paradigm has shifted from statistical models to machine learning and deep learning. Random Forest and Artificial Neural Network are the most widely used algorithms and have better predictive performance. This study offers a conceptual synthesis of the progress, effectiveness, and challenges of applying AI in predicting financial distress and opens opportunities for further research on the development of contextual and interpretative EWS.

This community service activity aims to improve the ability of farmers in East Singkawang Regency to prepare simple and structured financial reports. Prior to the activity, most farmers had not maintained regular financial records, thus experiencing difficulties in identifying production costs, revenue, and profitability. The implementation method included socialization of farm financial management, training in preparing simple financial reports, and intensive mentoring. This activity involved 20 farmers as community service partners. Evaluation was conducted through comparing conditions before and after the activity using pre- and post-test instruments and observing financial record keeping results. The results showed a 45% increase in farmers' understanding of financial reporting concepts, as well as a 50% increase in their ability to prepare simple profit and loss and cash flow statements. Furthermore, 83% of participants were able to record business transactions independently and sustainably after the mentoring activity. The implementation of simple financial reports also helped farmers identify production cost structures and determine business plans for the next planting season. This community service activity contributed to strengthening the application of financial management in farming businesses and supported increased transparency, efficiency, and economic sustainability for farmers in East Singkawang Regency.

The phenomenon of the “Sandwich Generation” (SG) in Indonesia, where individuals of productive age (30-40 years old) bear a double financial burden—supporting the needs of their children and immediate family (furu') while also supporting their elderly parents (ushul)—has become a widespread social and financial challenge. This pressure, exacerbated by inadequate income and low financial literacy, forces 94% of SG respondents to set aside their personal interests. This dilemma calls for a clear Sharia analysis of the priority scale of financial support. This article aims to analyze the SG maintenance dilemma through the Qawa'id Fiqhiyyah (Fiqh Principles) framework to establish a hierarchy of financial obligations. The two main principles used are Al-Farḍu afḍalu mina an-Nafli (Absolute Obligation takes precedence over Sunnah) and Al-Wājib lā yutrak illā liwājibin (An Obligation cannot be abandoned except for another Obligation). Fiqh analysis shows that the resolution of priority conflicts is based on the classification of the legal status of the recipient of alms, distinguishing between absolute obligations (Adami rights, contractual) and conditional obligations (wajib zhanni, Allah's rights). Key findings establish Sharia priorities in conditions of limitation: Self, Wife and Children (Absolute Obligations), Parents (Conditional Obligations), Siblings/Relatives (Sunnah/Nafl). This priority is established to protect the nuclear family unit as the foundation of society, in line with Maqāṣid ash-Sharīʿah (Sharia Objectives).

This study aims to examine the implementation of tax planning for Corporate Income Tax at CV Wira Arya Sejahtera to legally reduce the tax burden in accordance with tax regulations. The approach used is a descriptive qualitative with a case study method. The data analyzed comes from the financial statements and Annual Tax Returns (SPT) of CV Wira Arya Sejahtera in 2023. The results of the analysis show that the implemented tax planning strategy is able to reduce the amount of Taxable Income (PKP), so that the amount of PPh payable can be reduced from Rp 200,119,828 to Rp 182,731,896. Thus, the company succeeded in achieving tax efficiency of Rp 17,387,933. The implementation of tax planning has a positive impact on tax efficiency and helps improve the company's financial condition. This shows that good tax planning can help companies optimize their tax obligations, increase cash flow, and create long-term benefits for the sustainability of their operations.

The circulation of illegal cigarettes constitutes a serious problem that results in state financial losses and disrupts legal certainty in the excise sector. Although criminal provisions related to the circulation of illegal cigarettes have been explicitly regulated in statutory laws, law enforcement practices demonstrate a tendency to apply administrative sanctions rather than criminal sanctions. This study aims to analyze the regulation of criminal law concerning illegal cigarette circulation and to examine the implications of the dominance of administrative sanctions on the effectiveness of criminal law. The research employs a normative juridical method using statutory and conceptual approaches through library research on primary and secondary legal materials. The findings indicate that the main problem does not lie in the absence or contradiction of legal norms, but in the emergence of vague norms at the implementation level due to inconsistent application of criminal sanctions. This condition weakens legal certainty, reduces the deterrent effect of criminal law, and undermines the protection of public interests. This study emphasizes the importance of consistent application of criminal sanctions to ensure that criminal law functions effectively in addressing illegal cigarette circulation.

The research approach used in this study is qualitative descriptive, aiming to provide a clear and systematic description of the existing conditions related to village financial management. This research was conducted in Serba Jadi Village, Sunggal Subdistrict, Deli Serdang Regency, as a case study to understand the implementation of financial management at the village level. The type of data used in this study is secondary data obtained from official village documents, reports, and other relevant administrative records. Data collection techniques include observation and documentation, which were carried out to ensure the accuracy and completeness of the information analyzed. The data analysis technique employed is descriptive research, which functions as a systematic method of thinking or review to describe, interpret, and present conditions that occurred during the research period. The analysis focuses on assessing financial performance using efficiency and effectiveness indicators. The results of the study indicate that the Efficiency Ratio shows the financial management of Serba Jadi Village falls into the category of inefficient, reflecting the imbalance between costs incurred and outputs achieved. Meanwhile, the Effectiveness Ratio demonstrates that the financial management of Serba Jadi Village is categorized as effective, indicating that revenue targets and planned objectives were generally achieved despite efficiency limitations.

This activity aims to strengthen the management of the Rambu Solo Ne' Gandeng Cultural Museum through workshops and training on social media management, human resource management, and simple and responsible museum financial management. This activity was carried out to increase the capacity of museum managers to promote the museum through social media, manage human resources professionally, and understand the basic principles of financial management to support museum sustainability. The methods used included material delivery, interactive discussions, and case studies tailored to the museum's conditions and needs. Furthermore, this activity emphasized a family-like and contextual approach to ensure the material was easily understood and applied by participants. The activity took place on September 9-10, 2025, with 18 participants. The expected outcome of this activity is an increased understanding of museum managers in social media, human resource management, and financial management, so that the Rambu Solo Ne' Gandeng Cultural Museum can be managed in a more organized, transparent, and sustainable manner as an institution for preserving Torajan culture.

Savings and Loan Cooperatives (KSP) play a strategic role as microfinance institutions that promote members' financial welfare through savings and loan services based on trust and togetherness. This study aims to analyze profitability as the basis for financial performance assessment of KSP Credit Union Bahtera Sejahtera Kewapante during the 2023–2025 period. The analysis focuses on three main profitability ratios—Return on Equity (ROE), Profit Margin (PM), and Assets Turnover (AT)—along with interpretation of performance trends, causal factors of fluctuations, and their implications for the cooperative's operational sustainability. The research employs a descriptive quantitative approach with data collection techniques through direct observation, documentation of financial statements for the last three years, and financial ratio analysis. Results indicate a significant decline in profitability performance: ROE decreased from 2.01% (2023) to -0.91% (2024) and slightly improved to -0.25% (2025); Profit Margin fell from 13.81% to -7.75% and -2.24%; while Assets Turnover showed a downward trend from 0.049 times to 0.039 times in 2025. All ratios remain far below ideal standards (ROE ≥10%, PM ≥20%, AT ≥1 time), indicating inefficiency in capital management, insufficient income to cover operational expenses, and low asset productivity. These conditions are caused by declining business income, rising operational costs, and weakening member economic activity. The findings confirm the critical need for optimizing productive loan disbursement, enhancing operational cost efficiency, and increasing active member participation as essential strategies to restore profitability and ensure the long-term sustainability of the cooperative.

The determination of scholarship recipients is a very important process in supporting students’ educational success, particularly in providing fair opportunities for high-achieving students who require financial assistance. However, in practice, this process often faces various challenges, such as assessor subjectivity and uncertainty in evaluating the applied criteria. Therefore, a decision support system is needed to assist decision-making in an objective and measurable manner. This study aims to implement the Fuzzy Tsukamoto method as a decision support system for determining scholarship eligibility. The criteria used in this study include Grade Point Average (GPA) as an indicator of academic achievement and parents’ income as an indicator of students’ economic conditions. The Fuzzy Tsukamoto method was selected because it is capable of producing crisp output values based on predefined fuzzy rules. Student data were processed through several stages, namely fuzzification to transform input data into fuzzy values, inference using the minimum operator, and defuzzification using the weighted average method. The results of the study indicate that the application of the Fuzzy Tsukamoto method is able to generate more objective, consistent, and measurable decisions. Based on the calculation results, a scholarship eligibility score of 63.9 was obtained, which falls into the eligible category. Thus, the Fuzzy Tsukamoto method can be considered an effective alternative to support fair, systematic, and transparent decision-making in determining scholarship recipients.

This study was conducted with the aim of evaluating the dynamics of the financial condition of PT Indofood Sukses Makmur Tbk over a five-year period, namely from 2019 to 2023. This writing applies a quantitative descriptive methodology sourced from secondary data through audited annual financial reports. The main instruments in this data analysis include three pillars of financial ratios: Current Ratio (CR) as a representation of the liquidity aspect, Debt to Asset Ratio (DAR) to measure the level of solvency, and Return on Equity (ROE) as a benchmark for the effectiveness of the company's profitability. Through annual calculations and trend analysis, this study captures the development of the issuer's performance longitudinally. The results of the observation show a significant strengthening in the company's liquidity position, where the Current Ratio jumped from 127% in 2019 to 192% at the end of the 2023 period. In line with that, the solvency profile shows fundamental improvements; Debt reliance, which had reached 51% in mid-2020-2021, was successfully reduced to 46% in 2023. Meanwhile, the company's profitability demonstrated stable resilience, with a consistent ROE of 10% to 13%, despite fluctuations due to operational cost dynamics. Overall, PT Indofood Sukses Makmur Tbk demonstrated excellent financial health through strategic capital and asset management. As a sustainability measure, management is advised to continue optimizing current assets and tightening cost efficiency to secure future profit margins.

Limited access to adequate housing remains a major challenge for low-income households in Indonesia, including in Banyumas Regency. The subsidized housing program has been implemented as a public policy instrument to improve housing affordability while enhancing social and economic welfare. This study aims to analyze the role of subsidized housing in improving housing access and the economic conditions of low-income communities in Banyumas Regency. The research adopts a qualitative approach using a documentation study method by collecting and analyzing policy documents, official government reports, scholarly journal articles, and relevant publications related to subsidized housing and the socio-economic conditions of low-income households. Data analysis was conducted through content analysis to interpret the role of subsidized housing based on indicators of housing affordability and household economic impacts. The findings indicate that subsidized housing significantly reduces the housing cost burden of low-income households from levels exceeding the affordability threshold to a more economically manageable range. The reduction in housing expenditure contributes positively to household economic stability by allowing savings and reallocation of income toward productive needs such as education, healthcare, and financial security. However, the effectiveness of subsidized housing in improving economic outcomes is still influenced by location and accessibility of housing areas. This study concludes that subsidized housing plays a crucial role in expanding housing access and improving the economic conditions of low-income communities, while requiring integrated and sustainable policy support to maximize its long-term benefits.

This study aims to examine the influence of non-performing loans (NPLs) on the financial performance of KSP Kopdit Hiro Heling, Maumere Branch, during the period 2020–2024. Non-performing loans are among the most critical issues faced by credit unions, as they can disrupt liquidity, reduce income, and negatively affect the distribution of the Remaining Operating Results (SHU). The research adopts a descriptive method with a qualitative approach. Data sources include both primary and secondary data. Primary data were collected through direct interviews with the General Manager and Manager of KSP Kopdit Hiro Heling, Maumere Branch, while secondary data consist of loan disbursement records and NPL statistics covering the 2020–2024 period. The findings reveal that the level of non-performing loans fluctuated throughout the study period, directly impacting the cooperative’s financial performance. These fluctuations affected liquidity and SHU, which also varied annually. An increase in NPLs led to a decline in SHU due to reduced interest income and rising uncollectible receivables, whereas a decrease in NPLs contributed to improved SHU and enhanced financial stability. Interviews further indicated that NPLs were influenced by members’ limited repayment capacity, misuse of loans, weak monitoring, and external factors such as the COVID-19 pandemic and members’ economic conditions. The study concludes that higher levels of NPLs increase the risk of declining financial performance and SHU. Therefore, KSP Kopdit Hiro Heling, Maumere Branch, must strengthen creditworthiness analysis, improve monitoring and member assistance, and enhance collection systems to mitigate NPLs and safeguard financial stability in the future.

This study examines the economic dynamics experienced by migrant women through the perspective of abstract painting as a medium for personal and social reflection. The study uses a qualitative method with an artistic research approach, which departs from the researcher's personal experience as a migrant woman facing increasingly complex economic realities. The rising cost of living, financial constraints, and intertwined academic demands create pressure not only on material aspects, but also on psychological, emotional, and mental conditions. This situation demands adaptation strategies, resilience, and the ability to survive in the face of uncertainty in migrant areas. The dynamics of these experiences are then translated into visual language through an abstract expressionist approach utilizing mixed media techniques. Dynamic line elements, contrasting colors, bubble textures, and layers of material are used as symbols of the tension, struggle, and economic instability experienced by the subjects. The research findings show that abstract painting functions not only as a means of personal expression, but also as a medium for social reflection that records and articulates the experiences of migrant women who are often marginalized. This research contributes to the enrichment of contemporary art discourse, particularly in presenting visual narratives that voice economic issues and women's life experiences in a critical and reflective manner.    

The digital transformation era demands printing companies to strategically integrate information technology to enhance efficiency and competitiveness. CV Prima Puspasari still faces several challenges in business process management, such as unintegrated workflows, manual record-keeping, and limited utilization of information systems. This study aims to develop an Information Systems Strategic Planning (ISSP) using the Ward & Peppard method as the main analytical framework. The approach analyzes business and technology conditions through four domains: internal and external business environments, as well as internal and external IS/IT environments. The analysis combines SWOT Analysis, Value Chain Analysis, and the McFarlan Strategic Grid to identify strengths, weaknesses, opportunities, threats, and to determine application priorities. The results produce three main strategies: IS/IT business strategy, IS/IT management strategy, and IT infrastructure strategy. The recommended systems include Inventory Management System, Customer Relationship Management (CRM), Integrated Financial System, Human Resource Information System (HRIS), E-Procurement, and E-Commerce. This strategic planning is expected to serve as a roadmap for CV Prima Puspasari in implementing digital transformation, improving operational effectiveness, and strengthening its competitive advantage in the digital printing industry.

Usaha Mikro Kecil Menengah (UMKM) play a strategic role in Indonesia’s economy, serving as key drivers of inclusive economic growth and major contributors to employment creation. Despite their importance, many UMKM operators continue to face significant challenges in financial management, particularly due to the absence of structured and systematic financial record-keeping practices. This condition is also evident among UMKM in Kuning Gading Village, Unit XVIII Kuamang Kuning, where most businesses are still managed in a traditional manner with inadequate bookkeeping systems. This community service program aims to enhance financial literacy and strengthen the capacity of UMKM actors to implement simple bookkeeping as a foundation for effective business financial management. The methods employed include needs assessment through field observation, educational and practical training sessions, hands-on mentoring, and evaluation using pre-test and post-test instruments. The results indicate a significant improvement in participants’ understanding and skills related to transaction recording, separation of business and personal finances, and preparation of simple cash flow statements. Evaluation outcomes show an increase in competency scores from an initial range of 20%–40% to 75%–85% after the training. Furthermore, the program fostered a positive shift in participants’ mindset toward more professional and accountable business management practices. Therefore, the implementation of simple bookkeeping is proven to be an effective initial strategy for strengthening MSME financial governance and supporting sustainable business development at the local level.

Micro-entrepreneurs, particularly small grocery shop owners, commonly encounter challenges in managing business finances and implementing effective marketing strategies. Limited skills in financial recordkeeping often make it difficult for business owners to accurately monitor cash flow and assess their financial condition, which may lead to suboptimal business decisions. In addition, the utilization of digital technology as a marketing tool remains limited, thereby restricting opportunities for market expansion. This community service program aims to strengthen the capacity of micro-enterprises in applying practical basic financial management and optimizing digital platforms for product promotion. The program also seeks to increase awareness of the importance of structured financial management as a foundation for sustainable business development. The activities were conducted through several stages, including the delivery of material on the significance of financial recording, hands-on training sessions, mentoring in preparing simple financial records, and digital marketing simulations using WhatsApp Business and various social media platforms. The results indicate an improvement in participants’ understanding and skills in recording income and expenses, managing business capital more systematically, and utilizing digital features to support promotional activities. Furthermore, participants demonstrated a more positive attitude toward the adoption of technology in their daily business operations. Overall, this program is expected to enhance financial independence, support sustainable business growth, and expand the marketing reach of micro-enterprises

This study aims to analyze the implementation of gender-based public policy through the Child-Friendly School Program at SDN 01 Bendosari, Plantungan District, Kendal Regency. This research employed a descriptive qualitative approach using in-depth interviews, observation, and documentation as data collection techniques. Data analysis was conducted using the public policy implementation model proposed by George C. Edwards III, which emphasizes four key variables: communication, resources, implementers’ disposition, and bureaucratic structure. The findings reveal that the implementation of the Child-Friendly School policy at SDN 01 Bendosari has been carried out through an integrative approach by incorporating child-friendly principles into existing school programs and culture. Effective policy communication and positive implementers’ disposition, particularly among teachers and the school principal, have supported the implementation process. However, limited financial resources remain a major obstacle to fully optimizing the policy implementation. This study concludes that successful public policy implementation depends not only on regulatory frameworks but also on resource availability, implementers’ commitment, and institutional capacity to adapt policies to local conditions.

This study aims to assess the financial performance of the Sukoharjo Regency Government during the 2023-2024 period by employing cash flow statements as the primary analytical tool. Cash flow statements are considered essential as they provide a clear picture of liquidity conditions and the actual capacity of local governments to manage cash inflows and outflows. This research applies a descriptive quantitative approach using secondary data obtained from audited Budget Realization Reports and Cash Flow Statements. Financial performance is evaluated through revenue effectiveness ratios and expenditure efficiency ratios as key indicators of fiscal management. The results indicate that regional revenue realization consistently exceeded the established targets throughout the study period, placing revenue performance in the very effective category. This finding reflects the local government’s ability to maximize revenue potential during the post-pandemic economic recovery phase. However, the analysis of expenditure efficiency reveals that spending management has not yet reached an optimal level, as expenditure realization remained close to the allocated budget limits. These findings demonstrate that strong revenue performance does not necessarily correspond with efficient expenditure control. Consequently, local government financial performance should be evaluated comprehensively by integrating both revenue effectiveness and expenditure efficiency perspectives. This study contributes empirically to public sector accounting literature and offers practical insights for policymakers to strengthen budget control mechanisms and promote sustainable financial management at the regional level.    

Many churches face significant challenges in effectively carrying out their Gospel mission amidst limited resources, and one such challenge is the Kalimantan Evangelical Church (GKE), particularly in the Calon Resort (Cares) of GKE Bulik Timur. The author used a qualitative approach to examine the natural conditions of the object. The researcher served as the key instrument, and purposive sampling was used. The results of this study are: Limited funds due to the spiritual health of congregation members hinders ministry, particularly in PKB mission activities and congregational development; Low financial support from congregation members for improving church services is caused by: weak theological understanding and limited income; The church's efforts and strategies to improve finances theologically and responsibly include: instilling a sense of giving through sermons, spiritual development, and investing in oil palm plantations. Oil palm plantations in several congregations in Cares GKE Bulik Timur have become a solution to financial constraints, ensuring adequate funding for services.

Many churches face great challenges in carrying out the mission of the gospel effectively in the midst of their limited resources, one of which is the Evangelical Kalimantan Church (GKE), especially in the Calon Resort (Cares) of GKE Bulik Timur. This study uses a qualitative approach by examining the condition of objects naturally, where the researcher plays the role of a key instrument and the sampling technique is carried out by purposive sampling. The results of the study show that limited funds caused by the lack of spiritual health of congregation members are the main obstacle to service, especially in PKB mission activities and congregation formation. The low financial support of the congregation is influenced by the weak theological understanding of giving and the limited economic income of the congregation. To overcome this, the church implements various theological and responsible efforts and strategies, including through strengthening preaching, spiritual formation, and the development of productive investment in the form of oil palm plantations. This plantation business has proven to be able to be a sustainable solution in supporting church finances so that services can run more optimally.