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The rapid growth of social media has yielded vast digital traces with high potential for improving corporate forensic auditing. Their utilization, however, lags behind through technological reliability, privacy, and adherence to the law. The aim of this study is to explore effective utilization of social media digital traces in forensic auditing and develop a functional framework that lags neither behind through technological efficiency nor adherence to the law and ethics. A mixed-method design was utilized, combining quantitative machine learning analysis with qualitative document analysis and semi-structured interview insight. Quantitative data drawn from social media digital traces were processed using Random Forest algorithm with SMOTE for class balancing, while qualitative data were processed using thematic analysis. The results indicated high model performance with 91.3% accuracy and AUC-ROC of 0.94, together with three emergent themes: digital integration, ethics and privacy, and regulation and legality. The results demonstrate that digital footprints may serve as an effective early and reliable indicator for fraud detection, provided they are accompanied by clear regulatory and ethical frameworks. Its principal contribution lies in the development of an operational model that combines machine learning with legal and ethical perspectives, a new strategy which matures methodological refinement and practical application in today's forensic auditing.

This study aims to examine the influence of servant leadership (SL) on perceived organizational support (POS), job satisfaction (JS), job embeddedness (JE), and turnover intentions (TI) among private bank employees in West Jakarta. The research is motivated by the high turnover rate in the banking industry, despite organizational efforts to strengthen leadership and employee support. A total of 154 employees participated by completing an online Likert-scale questionnaire, and the data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS) with SmartPLS 4.1.0.9. The findings reveal that SL positively and significantly influences POS (β=0.667), JS (β=0.585), and JE (β=0.579). Furthermore, POS (β=−0.328), JE (β=−0.386), and JS (β=−0.220) significantly and negatively affect TI. Predictive relevance is supported with Q² values ranging from 0.283 to 0.604, while model fit testing using SRMR yielded 0.050 (saturated) and 0.127 (estimated). Bootstrapping was conducted with 5,000 resamples, two-tailed testing, bias-corrected accelerated (BCa), and 95% confidence intervals. Theoretically, this research strengthens the literature by demonstrating that SL enhances workplace relationships through improved POS, JS, and JE, which subsequently reduces turnover intentions. Practically, the findings provide implications for banking management to adopt servant leadership as a strategic approach to employee retention. Nevertheless, despite high levels of POS, JS, and JE, some respondents still report turnover intentions, indicating the presence of unmodeled external factors such as career opportunities, workload, or industry dynamics. This study is limited by its cross-sectional design and one-time self-report measurement; thus, generalizations and causal inferences should be made with caution.

Organizational structure is crucial because it determines the tasks and functions, as well as how coordination and communication are carried out within the organization. Higher education management requires appropriate organizational structure design, especially in private universities, where there are differences between operations and asset management. The organizational structure must align with the organization's development maturity level to be adaptive, mature, and capable of adapting to emerging developments. This study aims to design an organizational structure for private universities that have unique characteristics and require professional management. Through a comparative analysis of various literature studies and case studies from three different private universities, this study aims to provide recommendations for an appropriate organizational structure to manage private universities in Indonesia. The results of this study can help develop organizational structures for private universities in Indonesia to improve communication and coordination and become professional organizations in the long term.

The Pada era society 5.0, pembelajaran abad 21 diarahkan agar memfasilitasi beberapa ketrampilan, diantaranya ketrampilan berpikir kritis, pemecahan masalah dan penggunaan teknologi dan media. Perkuliahan Komputer Akuntansi belum menggunakan bahan ajar yang dapat memfasilitasi perkembangan ketrampilan tersebut, sehingga banyak mahasiswa yang kesulitan memahami materi dan dalam melaksanakan praktik penggunaan software atau suatu program keuangan. Penelitian ini bertujuan mengembangkan bahan ajar dengan mengaplikasikan case method yang sesuai diterapkan pada pembelajaran Komputer Akuntansi. Pendekatan penelitian menggunakan desain penelitian dan pengembangan (Research and Development, R&D). Model pengembangan mengacu pada model pengembangan Borg & Gall yang oleh Thiagarajan dimodifikasi menjadi tiga tahap, yakni define, design, dan develop. Angket digunakan dalam pengumpulan data. Dari hasil uji kelayakan penggunaan media diperoleh penilaian sebagai berikut, ahli media sebanyak 88%, dan dari ahli materi sebanyak 99,04%. Disamping itu hasil uji coba terbatas menunjukkan tanggapan positif dari mahasiswa sebesar 95,21%. Hasil penelitian ini menyimpulkan bahwa bahan ajar dengan pendekatan case method  layak digunakan pada proses pembelajaran Komputer Akuntansi

This study investigated the influence of financial report preparation skills, financial literacy, and accounting information systems on the performance of micro, small, and medium enterprises (MSMEs) in Cirebon Regency. The research adopted a quantitative approach with a causal associative design. Data were collected through closed-ended questionnaires distributed to 100 culinary-sector MSMEs selected using purposive sampling. The data analysis involved validity and reliability testing, classical assumption tests, and multiple linear regression. The findings revealed that financial report preparation skills, financial literacy, and accounting information systems had both partial and simultaneous positive effects on MSME performance. Specifically, the ability to prepare financial statements and the use of accounting systems significantly enhanced operational efficiency and financial outcomes, while financial literacy contributed to better financial decision-making. The study concluded that improving financial competencies and adopting technology-based accounting practices are key drivers for strengthening MSME performance in the region

Abstract. A store requires an effective and efficient accounting information system to manage its finances, ensuring business continuity and financial sustainability. One such case is Am Collection Store, which has not yet adopted computer technology. The store still uses manual methods for cash receipts processing. This Cash Receipt Application was designed using the waterfall method, applied as a system development method, and utilizes PHP and MySQL programming languages. The objective is for Am Collection Store to record all cash receipts from sales without the need for manual bookkeeping. The system design tools used include UML, such as Use Case Diagram,  and Class Diagram. The result of this research is the design of a web-based accounting information system for cash receipts, which simplifies cash management to be more effective and efficient. Additionally, it produces detailed reports on matters related to the cash receipt processes from transactions conducted by both customers and sellers.

The demand for real-time performance monitoring in the Industry 5.0 era encourages organizations to adopt integrated approaches to management control systems. This study aims to develop and validate a Balanced Scorecard (BSC)-based performance evaluation model integrated with computerized accounting systems to enhance managerial decision-making quality. The research employs a Research and Development (R&D) approach, following systematic stages of model development including needs analysis, system design, prototype construction, and expert validation. Primary data were obtained from three management accounting experts and two information system practitioners who evaluated the model using five key criteria: accuracy of key performance indicators (KPI), ease of use, indicator relevance, data visualization quality, and implementation feasibility. The findings reveal that all criteria achieved average scores above 4.0 on a five-point scale, indicating a high level of expert consensus and confirming the model’s conceptual validity. The highest scores were recorded for KPI accuracy (4.5) and implementation feasibility (4.4), demonstrating the model’s potential for real-world application. The novelty of this study lies in its integration of BSC metrics with real-time accounting data processing through the R&D approach, resulting in a systematic framework for performance monitoring. Future research is recommended to enhance dashboard interactivity and conduct field implementation testing to measure the model’s impact on decision-making quality.

Good financial management is an important aspect of student life, especially for those studying economics. Economics students are expected to have a deep understanding of personal financial management and long-term financial planning. However, not all students have the same ability to manage finances. This research aims to analyze the factors that influence the financial management patterns of students at the Faculty of Economics and Business, Brawijaya University. This research uses a quantitative research method with a cross-sectional survey design, namely, data was collected from 50 students through a structured questionnaire. The research results from this method show that the factors that influence the financial management of economics students are  monthly income, knowledge about finance, attitudes toward financial management, experience in financial management, social support, and personal financial needs and goals. Suggestions that can be given to university is to provide guidance to their students include holding regular training on financial management, inviting financial experts to give seminars or guest lectures, and holding student financial counseling.

Computerized accounting is a system used to process company transaction data by using computers as a technological medium for application work processes and to produce financial reports for a company. The use and application of computer technology in office activities is a requirement and fairness that is needed, without having to eliminate manual systems. The use of computers will be able to improve employee performance in supporting activities in an agency or company. Financial management within the regional scope is the regional task and authority in organizing regional agencies which includes several sections including budgeting, income, expenditure, and accounting and accountability. The aim of this research is to design a web-based computerized accounting system for regional income and expenditure in Wates Village. And create a computerized accounting system that can assist the process of recording and storing web-based regional income and regional expenditure transaction data which produces regional income and expenditure report information. In creating a computerized system for regional income and expenditure, the software used is Sublime Texet3. Data storage uses MySQL and programming languages ​​use PHP and HTML. The research results show that the computerized accounting system makes it easier for finance employees to record financial transactions. Then financial reports are produced more quickly and data errors can be minimized and more structured data is stored in the database. So this new system really helps agencies in Wates Ngaliyan Village, Semarang, where the application is equipped with a menu for input, processes and reports that process transactions, both income and expenditure.

Digital transformation (DT) is a necessity for incumbent companies today, including MSMEs, to be able to continue to compete in the era of technological disruption and accelerated by the COVID-19 pandemic. This research aims to design IT governance (ITG) for BPRACo MSMEs using the COBIT 2019 SME focus area framework. The research method used is design science research (DSR) which creates artifacts in the form of ITG solution development methods and systems. The research results revealed that the highest GMO priorities selected were APO10 Managed Vendors, MEA03 Managed Compliance with External Requirements, and APO12 Managed Risk. From the analysis of the selected GMOs, there are gaps and recommendations for improvement in the seven components which are then mapped into three aspects, namely people, process and technology aspects. The results of the research analysis show that the ambidextrous IT governance approach has succeeded in increasing the level of capability in several main components of BPRACo MSMEs in adopting DT. The right ITG strategy can help BPRACo MSMEs operating in the banking industry achieve a successful DT journey.  

Information systems and technology have many important roles for higher education, such as improving quality to support operations, management and decision-making functions. Most of the information systems currently available are not widely available and are not yet integrated with each other. One of them is within the Faculty of Science and Technology (SAINTEK). An information technology integration service is needed to meet user needs in accessing, using, and utilizing information systems. The Open Group Architecture Framework (TOGAF) is a framework for enterprise architecture that provides a comprehensive approach to planning, designing, and implementing enterprise information architecture, adopting 5 phases of the 10 existing phases, namely, Preliminary Phase, Architecture Vision, Business Architecture, Information System Architecture, and Technology Architecture the results of this research are architectures from these 5 phases so that they can provide an overview and ease of information technology integration. 

This research aims to analyze the effect of Gross Regional Domestic Product (Produk Regional Domestik Bruto/PDRB), population, and tourism sector on the regional original revenue of the Special Region of Yogyakarta. This quantitative research compiled research data that were measured and tested using numerical data. This study used secondary data from the Financial and Asset Management Agency of the Special Region of Yogyakarta Province from 2014 – 2023. The data analysis of this study used SPSS 26 software. The results of this research, with significance value (sig.<0.05), show that PDRB influences the regional original revenue of sig. 0.000 (t= 7.003), the total population influences the regional original revenue of sig. 0.003 (t=4.970), and the tourism sector influences the regional original revenue of sig. 0.003 (t=4.807). The coefficient of determination shows that (R2 =0.638) which means that the effect of PDRB, population, and tourism on the regional original revenue of the Special region of Yogyakarta Province is 63.8%. In conclusion, increasing regional original revenue can be achieved and succeeded by stimulating economic growth, managing population growth, and optimally developing the potential of the tourism sector. Those efforts can be a foundation for regional governments in designing sustainable and competitive economic development policies.

This research aims to determine the situation of financial recording and the information management system in the Raudlotul Qur'an Islamic boarding school, then produces a proposal for a financial information management system in the form of an accounting information system design by SAK ETAP and ISAK 35 which has been adapted to the conditions of the boarding school. A single case study approach was applied and carried out observations, interviews, literature studies, and documentation of the data. The research results obtained were that treasurers recorded using the single entry method, there was no clear division of duties and authority among the treasurers, financial recording and reporting were not carried out in an orderly and consistent manner. Therefore, the researcher proposes the division of duties and authority of the treasurer, a flow chart of receipts and disbursements, the evidence to be available for each transaction, proposed account and financial report formats. Key words: accounting information system, Islamic boarding school financial reports, SAK ETAP, ISAK 35, accountability.  

The development of information technology in the era of Industry 4.0 and Society 5.0 necessitates accounting professionals to enhance their AI-based information technology knowledge supported by soft skills. This research utilizes primary data through questionnaire-based data collection. The study's population comprises employees of Lifetime Design Manufacture using Accurate software, with purposive sampling as the sampling technique. The research findings indicate that accounting knowledge, information technology knowledge, and soft skills significantly impact employee performance. The study has limitations that require refinement and development. Future research could identify additional variables influencing employee performance for a more comprehensive corporate strategy. 

A Cafe is a place to eat and gather with a more comfortable atmosphere, there are many cafes that exist and are developing in Seruyan district, giving rise to an increase in the economy and the government is expected to be able to help cafes in the Seruyan area, most cafes are managed by young people so that it can have a positive impact if they are in provide support from the government. Therefore the researcher created a decision support system to help related parties to choose the best cafe. This decision support system is designed to provide an objective picture of the cafes in Seruyan. The method used in this study is the SAW (Simple Additive Weighting) method, which is an SPK method used to select various objects that are used as the best alternative from the many existing alternatives, with the criteria used namely location, atmosphere, menu, price, service and cleanliness. With this decision-making system, it is hoped that it can help several parties, such as the tourism office and also the UMKM and industry cooperative services to become a source of reference if you want to develop SMEs and businesses in Seruyan District

Financial performance analysis plays a crucial role in assessing the overall health and effectiveness of a company. This research focuses on analyzing the financial performance of a retail distribution network company in Indonesia, utilizing quantitative descriptive methods. It employs financial ratio and common size analyses on primary data from financial statements to comprehend the company's financial position, profitability, liquidity, and solvency. Through a quantitative descriptive observational design, secondary data from literature and documents are collected. The analysis includes assessing liquidity via current and cash ratios, profitability through metrics like ROA, ROI, and ROE, as well as evaluating solvency using relevant ratios. The findings provide insights into the company's performance, revealing potential short-term issues due to decreasing current and cash ratios and fluctuations in profitability. These insights assist stakeholders in making informed decisions and formulating strategies, underscoring the significance of financial analysis in evaluating a company's health.

The Islamic Student Association (HMI) is an umbrella organization with a clear model of being Indonesian and Islamic, providing a platform to train and develop leaders with honesty and quality determination, faith and responsibility. The factors that provide direction within the organization to adopt an Enterprise Architecture (EA) system are aimed at enhancing what the organization needs. Enterprise architecture or what can be called Enterprise Architecture (EA) is a description of the task in question consisting of knowledge, actions, direction from the organization and architectural performance parameters in the description of the design or plan and development of an integrated system. TOGAF (The Open Group Architecture Framework) is a framework that is widely used in creating enterprise or organizational architectures. TOGAF offers methods and tools for creating, running, implementing, and maintaining enterprise architectures in existing systems. The results of this study are in the form of a blueprint that is expected to be useful for organizations as material to assist IT development in HMI.

Cost of goods manufactured (COGM) is an important component of making a product, because knowing the COGM of a product can be used as a reference to determine the profit margin of a product. Without knowing the COGM of a product, we will be confused in determining the selling price. The COGM calculation is very influential for the sale of a product whether the product is experiencing a profit or loss. This study aims to determine the COGM calculations that have been carried out by MSMEs are in accordance with COGM accounting calculations or are still only limited to manual calculations. In addition, the main objective of this study is to design an accounting system for determining COGM in the Tempe Chips Industry in determining the cost of production and to apply a variable costing method to determine the cost of goods manufactured in SMEs so that the correct cost of production can be presented. The results of this study indicate that based on Cost of goods manufactured calculations carried out by MSME actors it is still very low so it is necessary to revamp the HPP calculations in accordance with accounting standards. Based on the evaluation of the old system, the author wishes to offer a new system, namely the Information System for Determining the Cost of Production of Tempe Chips SMEs which is expected to be an alternative in solving problems that are being faced by business owners. This new system makes it easy for users related to the process of recording data into the database, so that related parties can easily operate.  

This research aimed to determine whistleblowing methods' effectiveness and public complaints in detecting and preventing fraud at BPK DIY Representative. This research used the interview method. The data that has been obtained will be processed using descriptive analysis techniques with a qualitative approach. The findings of this research show that the whistleblowing and public complaints method has a qualified design to provide facilities for whistleblowers to report fraud actions. All information from the whistleblowing method is very important as an early indication in detecting fraud. However, in its implementation of whistleblowing and community complaints, it has not run optimally.

The Mranggen III Health Center is one of the government agencies in the technical implementing unit of the Demak District health office. Patient registration services and administrative payments at the Mranggen III Health Center are still conventional, causing long queues. In addition, the process of processing data to become information cannot be accessed directly by the leadership because there are no computerized and multi-user or client-server applications. Based on these problems, a Puskesmas administration information system design was made that could suit the needs. Making an information system using the programming language Microsoft Visual Basic 6.0 and SQL Server 2000 as a multiuser-based database. With the design of the development of an administrative information system for the Mranggen III Health Center, it is hoped that it will be able to handle the problems that exist in the Mranggen III Health Center, namely being able to speed up service to patients and by using a multiuser-based information system. Leaders and several staff can access it simultaneously and quickly.