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Analytics

Yut Indah Sitohang; Suratni Ginting; Lilis Lilis

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

Ship berthing and departure planning is one of the crucial aspects in supporting the operational effectiveness of shipping companies. This study aims to analyze the important role of planners in ship berthing and departure activities in supporting marketing activities at PT. Nusantara Pasifik Sentosa Belawan. The method used in this research is a descriptive qualitative approach through observation and documentation study. The findings indicate that well-planned and coordinated ship berthing and departure activities provide a significant contribution to customer satisfaction, delivery punctuality, and the company’s image in the eyes of business partners. Effective planning also helps the company maintain service reliability and improve operational efficiency in port activities. However, several obstacles were identified, including lack of coordination between departments, limited information flow, and schedule disruptions caused by external factors such as weather conditions and port congestion. These challenges can affect the smoothness of operational activities and indirectly influence the company’s marketing performance. Therefore, strategies are required to improve human resource competencies, enhance digital communication systems, and strengthen cross-sector collaboration. With a well-structured planning system, PT.Nusantara Pasifik Sentosa is expected to improve its service quality and increase its competitiveness in the national shipping industry.

Hidayatullah Ruslan; Eliyah Acantha Manapa Sampetoding; Yulita Sirinti Pongtambing

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

In the era of digital transformation, the utilization of information technology in business activities has become an important factor in improving operational efficiency and effectiveness. Dzikri Baby Shop, a business engaged in the sale of baby equipment, still faces challenges in managing sales transactions and inventory manually, which may lead to recording errors, process delays, and less optimal customer service. This study aims to design and develop a sales information system for Dzikri Baby Shop to support digital transformation in its business processes. The system development method used in this research is Rapid Application Development (RAD), as it enables software to be developed in a relatively short time through an iterative approach and active user involvement. The system developed includes product data management, sales transaction processing, inventory control, and report generation. The testing results using the Black Box Testing method show that all system features function in accordance with user requirements. Therefore, the implementation of this sales information system is expected to improve operational efficiency, accelerate transaction processes, minimize errors in data management, and enhance the quality of customer service.

A.M Fadli Mappisabbi; Mursalin Mursalin; Nurasia Natsir

International Journal of Economics, Management and Accounting 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The effectiveness of public sector organizations in delivering quality services and achieving their mandates depends critically on how they manage their human resources. This study examines the relationship between strategic human resource management (SHRM) practices and organizational performance in Indonesian public sector organizations. Employing a mixed-methods research design, data were collected from 312 public sector managers and HR professionals across 45 government agencies through surveys and 32 in-depth interviews. The research investigates five key SHRM dimensions: strategic recruitment and selection, performance management systems, employee development and training, compensation and rewards, and employee engagement. Findings reveal significant positive relationships between SHRM practices and multiple performance indicators including service quality, operational efficiency, employee productivity, and organizational innovation. Regression analysis demonstrates that SHRM practices collectively explain 47.3% of variance in organizational performance scores. Qualitative data illuminate implementation challenges including limited HR professional capacity, rigid civil service regulations, political interference, and resistance to performance-based management. The study identifies critical success factors such as top management commitment, alignment between HR strategy and organizational strategy, investment in HR analytics capabilities, and cultural transformation toward merit-based practices. Results indicate that high-performing public organizations distinguish themselves through systematic talent management, data-driven HR decision-making, continuous learning cultures, and stronger linkages between individual performance and organizational outcomes. This research contributes empirical evidence on SHRM effectiveness in public sector contexts and provides actionable recommendations for HR practitioners and policymakers seeking to leverage human capital for improved public service delivery.

Isnaini Nurwahyuni; Jessica Juan Pramudita; Dwi Rochmayanti

Journal of Health Sciences, Public Health and Pharmacy 2026 International Forum of Researchers and Lecturers

This study aims to design and develop a functionally efficient and operationally effective Internet of Things (IoT)-based air quality monitoring system for radiology departments. The system utilises a DHT22 sensor integrated with an ESP32 microcontroller to monitor the temperature and humidity of diagnostic rooms in real time, and to display the data via the UdaraKu mobile application. The research method employed a quantitative experimental approach focused on measuring system performance, specifically the accuracy of the temperature and humidity sensors. The research model used was the Research and Development (R&D) method, aimed at transforming conventional air quality monitoring in radiology into a real-time digital system based on IoT. The research results indicate that the IoT-based monitoring system is capable of maintaining room temperature and humidity stability within the ideal range, namely 22–24°C and 50–60% RH, in accordance with international standards. This improvement in environmental stability has a direct impact on reducing noise in digital radiography images, as evidenced by an increase in the Signal-to-Noise Ratio (SNR). Instrument validation demonstrated a high level of reliability with a Cronbach’s Alpha value of 0.848, reinforcing the reliability of the data and the system. Overall, the IoT-based air quality monitoring system has proven effective in controlling noise in digital radiography images, improving the quality of diagnostic services, and supporting patient safety principles and operational efficiency within radiology departments.

Muhammad Nur Rizal; Mulyati Mulyati; Rizky Ramadhan

JURNAL RISET MANAJEMEN (JURMA) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

Advances in digital technology are driving MSMEs to innovate in order to enhance their competitiveness. This descriptive qualitative study aims to analyze the implementation of digital-based business innovation strategies in building competitive advantage among fashion accessories MSMEs in Rasabou Village, Hu'u Subdistrict, Dompu Regency. Data were collected through observation, interviews, and documentation with purposively selected informants, then analyzed using the Miles, Huberman, and Saldaña model. The results show that digital innovation is implemented through the use of Facebook and WhatsApp for promotion, communication, and the dissemination of product information. These efforts have successfully increased product visibility, expanded market reach, and built customer trust and loyalty. The competitive advantages of MSMEs are reflected in product uniqueness, competitive pricing, adaptation to trends, and a positive image. However, the use of technology remains limited to promotion and has not yet been integrated into all aspects of business management. More comprehensive development of digital innovation is needed to achieve operational efficiency and sustainable competitive advantage.

Hans Yurian Effendy; Aprilita Rina Yanti; Intan Silviana Mustikawati

International Journal of Economics, Management and Accounting 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

In response to the evolving landscape of public healthcare services, hospitals are expected not only to maintain operational efficiency but also to adapt to the shifting needs and expectations of patients as healthcare consumers. The presence of non-BPJS patients in regional public hospitals plays a strategic role not only contributing to revenue diversification but also reflecting service quality, institutional competitiveness, and shaping public perception. The declining trend in outpatient visits by general patients at RSUD Balaraja over the past three years highlights the need to understand the factors influencing consumer behavior in determining revisit intentions. This study examines the effect of co-creation and hospital image on the revisit intention of outpatient general patients at RSUD Balaraja, with patient experience as a mediating variable. The research employed a quantitative explanatory design involving 278 outpatient general patients selected through purposive sampling. Data were collected via structured questionnaires and analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS). The results indicate that patient experience plays a significant mediating role in shaping revisit intention among general outpatients at RSUD Balaraja. These findings confirm that patient experience serves as a central factor in post-service evaluation processes, which ultimately drive patients’ intention to return. Therefore, hospitals need to enhance patient involvement in service processes (co-creation), improve public perception of institutional image (hospital image), and develop patient-centered service systems as a key strategy to increase revisit intention among general outpatients.

Asep Munir Hidayat; Susi Resiana

Kegiatan Positif : Jurnal Hasil Karya Pengabdian Masyarakat 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

Community service at the Visi Iy Nike production unit was carried out using a descriptive qualitative and participatory approach to understand real conditions and challenges in the field. The activities began with direct observation of the production process to map workflows, identify operational obstacles, and evaluate the efficiency of resources, including labor, machinery, and production time. In addition, in-depth interviews and group discussions were conducted to collect information regarding production constraints and strategies applied by the operators. The data were analyzed descriptively to identify gaps between production targets and actual outcomes. Based on these findings, several interventions were implemented, including operator skill training, assistance in production planning, and the application of simple lean manufacturing principles to reduce waste and improve efficiency. The results showed that the average production efficiency reached 77%, supported by skilled operators, adequate raw materials, and flexible management practices. Routine documentation and systematic recording of production targets also contributed to better monitoring, evaluation, and faster decision-making processes.

Nova Triyogesti; Martiana Riawati Utami

JURNAL RISET EKONOMI DAN AKUNTANSI (JREA) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to evaluate the implementation of cash flow management at PT AA in managing the company’s financial transactions and to analyze the impact of using multiple project bank accounts on the process of preparing financial statements. The research method used is a qualitative approach with a case study design. Data were obtained through observation, interviews with the General Manager of Finance and Accounting, and documentation in the form of cash in and cash out transaction records, a list of bank accounts, and bank statements. The results show that PT AA has implemented cash flow management through recording cash inflow (cash in) and cash outflow (cash out), which serve as the basis for preparing the company’s financial statements. However, the large number of bank accounts used for each project creates challenges in monitoring transactions, leads to frequent fund transfers between accounts, and increases the complexity of the cash and bank reconciliation process. This condition can affect the efficiency of the company’s cash flow management and cause delays in the presentation of financial statements. Therefore, the company plans to implement a Bank Operational Account (Bank OP) system as a centralized transaction account to improve the efficiency of cash flow management, facilitate transaction monitoring, and accelerate the reconciliation process and the preparation of the company’s financial statements.

Anti Wulan Agustini; Intan Maharani

Jurnal Pengabdian Masyarakat dan Transformasi Kesejahteraan 2026 Lembaga Pengembangan Kinerja Dosen

Community service is a form of implementation of the Tri Dharma of Higher Education which aims to make a real contribution to society through the application of knowledge and skills possessed by students. The rapid development of the business world requires every company to be able to manage operational activities effectively and efficiently. In carrying out company activities, administration has an important role in regulating various activities related to data recording, document management, and archiving company information. This service activity was carried out at CV. Stara Maju Perkasa with the aim of assisting in the implementation of more orderly and systematic operational administration. The method used is a descriptive method with a participatory approach through observation, interviews, and assistance in operational administration activities. The results of the activity show that the implementation of operational administration can improve the neatness of data recording, document management, and archiving of company archives so as to facilitate the process of searching for information. In addition, this activity also improves employee work efficiency and minimizes errors in administrative management. Thus, the implementation of good operational administration is able to support the smooth running of the company's activities as a whole.

Mawarti Mawarti; Fatkhuri Fatkhuri

Karya Nyata : Jurnal Pengabdian kepada Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Tight competition in the footwear industry requires companies to carry out production processes effectively and efficiently. Good production management will have an impact on the quality of the products produced and the achievement of the company's production targets. The purpose of compiling this internship report is to study and analyze the shoe production process based on the operational management perspective at PT. XYZ. The benefits of the report discussed are as a direct means in the world of work and as evaluation material for the company. The FAJAR Internship Activity of the Sharia Business Management Study Program in 2025 was carried out at PT. XYZ in the production department. Data collection was carried out using several techniques, namely direct observation of the production process, interviews with related parties, and documentation during the implementation of the internship activities. Based on the results of the analysis carried out, the production process at PT. XYZ is divided into several stages, preparation of raw materials, cutting processes, pressing and trimming (hotpress), to quality control. The implementation of operational management has been quite successful with a clear division of tasks, but challenges remain, such as limited production time and coordination between departments. The conclusion of this internship report is that the implementation of operational management has supported the smooth running of production activities, although improvements are still needed. It is recommended that the company improve coordination between departments and conduct regular production process evaluations to improve process efficiency and product quality.

Agung Dwi Putra; Helmy Wahyu Sukiswo

Proceeding of the International Conference on Economics, Accounting, and Taxation 2026 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

State finances rely heavily on tax revenues, yet tax avoidance remains a persistent obstacle that can reduce government income. This practice is commonly associated with internal corporate conditions. Therefore, this research examines how profitability, leverage, firm size, and capital intensity relate to tax avoidance behavior. Employing a descriptive design with a Systematic Literature Review (SLR), the study evaluates ten empirical articles published between 2021 and 2025 in Sinta and Scopus indexed journals. The analysis indicates that the influence of these internal factors varies across studies. Profitability and leverage demonstrate contradictory effects, as strong earnings and higher debt may stimulate aggressive tax planning through tax shields, but may also restrain avoidance to preserve corporate image. Firm size likewise presents inconsistent results due to regulatory and public attention. In contrast, capital intensity generally shows minimal influence because investments in fixed assets are directed toward operational efficiency. These findings provide valuable considerations for policymakers to strengthen tax deduction regulations and encourage responsible corporate tax compliance.

Fridaputri, Katharina; Niken Aurelia, Pipiet; De Romario, Fransiscus

Jurnal Projemen UNIPA 2026 Universitas Nusa Nipa Maumere

This internship program aims to find out the important role of management accountability in controlling operational costs to improve financial performance in savings and loan cooperatives of Bahtera Sejahtera Credit Union.The research method used is a descriptive qualitative approach with data collection techniques through observation,interviews,and documentation. The role of management accounting in controlling operational costs to improve financial performance in the Bahtera Sejahtera Maumere Credit Union savings and loan cooperative,it can be concluded that management accounting has a very important role in supporting management decision-making.Through the application of management accounting,cooperatives can plan,control,and evaluate operational costs more effectively and efficiently. Controlling operational costs through budgeting,cost analysis,and internal financial reporting can help management identify cost wastage and improve resource use efficiency.This has a positive impact on the financial performance of cooperatives,which is reflected in increased operational effectiveness and financial stability. Thus,the implementation of good management accounting in the Bahtera Sejahtera Maumere Credit Union savings and loan cooperative can be a strategic tool in improving financial performance and supporting the sustainability and growth of the cooperative can be a strategic tool in improving financial performance and supporting the sustainability and growth of the cooperative in the future

Mada C.A Sirait; Dirhamsyah Dirhamsyah; Eka Fransiska

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

High-quality ship agency services are a key element in enhancing customer satisfaction and competitiveness within both national and international shipping sectors. This study aims to identify effective strategies for improving the quality of agency services at PT. Trans Shipping Agency Batam. The research methodology employed includes field research through direct observation and discussions, as well as library research using relevant books and journals as references. The findings indicate that PT. Trans Shipping Agency Batam has implemented strategies focused on service quality, managing ship owner expectations, and providing transparent evidence of service. Although operations are generally well-executed, certain obstacles persist, such as delays in the clearance in/out process caused by administrative complexity and inter-agency coordination. Recommended development strategies include enhancing human resource competencies, strengthening coordination among port authorities (Quarantine, Immigration, Customs, and Harbor Master), and optimizing information systems to monitor vessel schedules in real-time. More intensive coordination is expected to minimize operational constraints and drive service efficiency within the maritime industry.

Jefrindo David Cibro; Taruna Ginting; Suratni Ginting

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

The coal loading and unloading process is a crucial stage in maritime operational activities that requires effective coordination among vessel crews, stevedoring companies (PBM), and supporting service providers such as tugboats and cargo handling equipment. This study aims to analyze the implementation of coal loading and unloading operations using the ship-to-ship (STS) method on TB. ESA III by PBM PT. Adi Guna Putera Pangkalan Susu. The research employed field observation and library research methods to obtain relevant and accurate data. The results indicate that the ship-to-ship coal handling operation conducted by PBM PT. Adi Guna Putera Pangkalan Susu improves loading and unloading time efficiency, minimizes the risk of distribution delays, and enhances communication and coordination among involved parties. However, several technical challenges were identified, including adverse weather conditions, equipment limitations, and inadequate crew understanding of STS procedures. These constraints require mitigation through improved training programs, regular equipment maintenance, and strengthened occupational safety measures. Overall, the ship-to-ship coal handling method provides a positive contribution to the effectiveness of energy distribution, provided that it is supported by competent human resources and adequate operational facilities.

Leonardo Purba; Masringgit Marwiyah Nst

Logistics and Supply Chain Insights 2026 Indonesian Maritime Researchers and Lecturers

This paper was written with the aim of analyzing the role of stevedoring workers (TKBM) in loading and unloading activities carried out by the Loading and Unloading Company (PBM) FT. Gelora Perkasa Belawan. In collecting data, the author utilized two approaches, namely field research and library research. Labor efficiency is a key factor in increasing operational productivity in the port sector, however, various problems are often found such as delays, low productivity, and work inefficiencies caused by weak monitoring and performance monitoring systems. In this study, a qualitative approach was used through field methods and library methods, on the operational activities of TKBM in the company. The results of the study indicate that the implementation of structured work and periodic evaluations can improve work discipline, accelerate loading and unloading times, and reduce operational costs. In addition, the role of management in providing constructive feedback and periodic training has also proven effective in supporting labor efficiency. Thus, optimizing the role of TKBM will have a direct impact on improving the performance of PBM PT. Gelora Perkasa Belawan, which ultimately contributes to the smooth flow of goods and economic growth in the Belawan port area.

Devianto, Yudo; Saragih, Rusmin; Cahyana, Yana

Journal of Information Technology and Computer Science 2026 International Forum of Researchers and Lecturers

This research benchmarks multiple machine learning (ML) algorithms for large-scale loan default prediction using a real-world dataset of 255,000 borrower records, where default cases represent only ~9–12% of total observations. The study addresses the persistent gap in comparative analyses of ML models that balance predictive accuracy, interpretability, and computational efficiency for credit risk assessment. Six algorithmic families were evaluated Logistic Regression, Random Forest, XGBoost, LightGBM, CatBoost, Artificial Neural Networks (ANN), and Stacked Ensemble—using standardized preprocessing, hybrid imbalance handling (SMOTE, class weighting, under-sampling), and comprehensive evaluation metrics (AUC, F1, Recall, Precision, PR-AUC, and Brier Score). Empirical results show Logistic Regression achieved the highest AUC of 0.732, outperforming nonlinear models under the baseline configuration, while LightGBM attained perfect recall (1.0) but low precision (0.116), indicating over-prediction of defaults. Gradient boosting models demonstrated robust calibration (Brier ≈ 0.114–0.116) and the best computational efficiency, with LightGBM showing the fastest training and lowest memory use. CatBoost exhibited strong recall but the slowest computation, and ANN underperformed on tabular data (AUC ≈ 0.56). The Stacked Ensemble delivered balanced results with AUC = 0.664 and improved overall stability. These findings confirm that boosting-based models, particularly LightGBM and CatBoost, offer superior scalability and calibration, whereas Logistic Regression remains a valuable interpretable baseline. The study concludes that effective default prediction requires integrating rebalancing, calibration, and threshold optimization to enhance recall and operational deployment reliability in large-scale credit ecosystems.

Desvilia Desvilia

Jurnal Sistem Informasi dan Ilmu Komputer 2026 International Forum of Researchers and Lecturers

This research aims to design an Information Systems and Information Technology (IS/IT) strategic plan for Wyndham OPI Hotel Palembang to support operational efficiency and enhance the quality of five-star hotel services. The study applies the Ward and Peppard framework, supported by analytical methods including Value Chain,PEST,SWOT,Critical Success Factors (CSF), MOST and McFarlan Strategic Grid. Through these approaches, the current IS/IT condition, challenges, and opportunities for digital system development within the hotel environment were mapped. The analysis reveals that although the hotel has implemented technologies such as SiteMinder and the Rhapsody management system, there is a need to improve self-service check-in capabilities, strengthen IT infrastructure, and maximize digital technology utilization. The proposed strategy recommends the development of an integrated self check-in system, enhancement of network infrastructure, and employee training through an LMS platform. This strategic plan is expected to support the hotel’s digital transformation to remain competitive in the modern hospitality industry.

Dewi Fazira; Ikhlasul Amal; M Ikhsani Simanjorang; Laylan Syafina

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

Economic empowerment of rural communities through the strengthening of Micro, Small, and Medium Enterprises (MSMEs) is a crucial pillar in achieving national economic independence. One of the fundamental obstacles faced by MSMEs in rural areas is financial exclusion due to low digital literacy and dependence on conventional cash transaction systems. The Community Service Program (KKN) of students from the State Islamic University of North Sumatra (UIN SU) in Pematang Tengah Village was designed to bridge this gap by optimizing the Indonesian Standard Quick Response Code (QRIS). Through an intensive participatory mentoring approach, students acted as agents of digital transformation who educated, trained, and facilitated 10 local MSME actors in adopting non-cash payment technology. The results of the program show a significant shift from digital skepticism to digital trust. The implementation of QRIS has been proven to increase operational efficiency, financial management accuracy, and strengthen the image of business modernity in the eyes of consumers. This article emphasizes that the role of students is not merely as information deliverers, but as catalysts of social capital that is crucial for the sustainability of digitalization at the village level.

Nurindah Dwiyani

Marine Transport Management and Logistics Journal 2026 Politeknik Pelayaran Sulawesi Utara

Digital transformation has become a critical lever for modernizing maritime logistics, particularly in archipelagic nations where supply chain fragmentation poses persistent operational challenges. This study examines the integration of Internet of Things (IoT) and blockchain technologies as dual mechanisms for enhancing supply chain transparency within Indonesian domestic shipping networks. Employing a qualitative research design supported by thematic analysis, the study engaged maritime logistics experts, port operators, and shipping company representatives as primary respondents. Findings reveal that IoT-blockchain integration significantly improves real-time cargo visibility, reduces documentation fraud, and strengthens regulatory compliance across multi-port supply chains. The research further demonstrates that digital transformation in maritime logistics is not merely a technological upgrade but a governance and institutional reform imperative, particularly given Indonesia's strategic maritime position. Results indicate an overall high performance score across transparency, efficiency, and security indicators, affirming the readiness of key stakeholders to adopt integrated digital solutions. The study contributes a replicable framework for digital maritime logistics governance applicable to archipelagic developing economies seeking sustainable supply chain advancement.

Derma Watty Sihombing

Marine Transport Management and Logistics Journal 2026 Politeknik Pelayaran Sulawesi Utara

The global maritime industry faces an unprecedented imperative to decarbonize in alignment with the International Maritime Organization's 2050 net-zero targets, yet developing maritime nations such as Indonesia confront distinctive structural and institutional barriers in transitioning their domestic vessel fleets toward green shipping corridors. This study investigates the viability and strategic design of decarbonization pathways for Indonesian domestic vessel operations, with particular emphasis on alternative fuels, energy efficiency technologies, and policy alignment mechanisms. Using a qualitative research design with thematic analysis, the study engaged maritime engineers, port environmental officers, shipping company executives, and maritime policy academics as primary respondents. Results demonstrate a high overall readiness and receptivity score of 4.28 out of 5.00 toward decarbonization strategies, with alternative fuel adoption and shore power infrastructure emerging as the most critically endorsed intervention areas. The research contributes an indigenously developed decarbonization roadmap tailored to the operational realities of Indonesian domestic shipping, addressing a significant gap in maritime sustainability literature dominated by developed-nation contexts.