ARUMAS

PENGARUH PERENCANAAN LOGISTIK TERHADAP EFEKTIVITAS MANAJEMEN LOGISTIK FARMASI DI RUMAH SAKIT DR. BRATANATA JAMBI

sarah Nasywa Aulia — 2025-08-28

Logistics management is part of the supply chain process and has functions, namely planning, implementing, and controlling the efficiency and effectiveness of the flow of storage of goods, services, and service information and providing related information from the initial place or consumption. The hospital pharmacy installation is one part of the hospital that is fully responsible for drug management and an important factor that must be considered in providing equitable health services to the community in the hospital's work area. The purpose of drug management is to ensure the availability, distribution, and affordability of drugs with sufficient types and quantities, so that they can be easily obtained at the right place and time. This study aims to determine how the pharmaceutical logistics planning system carried out and identify the influence of planning on the effectiveness of pharmaceutical logistics management at dr. Bratanata Hospital, Jambi. The research method used is qualitative. Samples were taken using purposive sampling techniques of 3 people. Data collection techniques use Data Source Triangulation, namely in-depth interviews, observations, and documentation studies. The results of the study indicate that Pharmaceutical Logistics planning is carried out by referring to doctor requests, previous month's usage data, and the National Formulary. The planning process is based on a monthly stock opname system, where the remaining stock from January to December is added up, averaged, and added with a buffer stock of 10% for annual needs. Overall, the pharmaceutical logistics planning system at dr. Bratanata Hospital, Jambi has been running effectively, although flexibility is still needed in procurement to anticipate dynamic changes in hospital service needs and to ensure that all incoming and outgoing goods recording processes can be properly documented as a basis for decision making in logistics management.

Optimalisasi Pemeliharaan Aset Rumah Sakit: Pendekatan Preventif dan Teknologi Terbaru

Rasdian — 2025-08-30

Hospital asset and facility management in Indonesia post-COVID-19 faces increasingly complex challenges, particularly regarding the limitations of physical facilities, medical equipment, and human resource management. The pandemic has exacerbated these conditions, forcing hospitals to adapt quickly and implement technology-based solutions to maintain healthcare service quality. This study aims to explore the challenges and opportunities in hospital asset and facility management in Indonesia post-pandemic. The method used is a literature review through searches in databases such as Google Scholar, PubMed, and Scopus. A total of 45 articles were initially obtained, then filtered using inclusion criteria of being published within the last 10 years, addressing hospital asset and facility management, and applying valid methodologies. After the selection process, 20 articles were analyzed thematically to identify trends, challenges, and opportunities. The results show that the use of technology, such as digital management systems, telemedicine, and cloud-based asset management, provides significant opportunities to enhance efficiency, reduce waste, and improve service quality. Furthermore, the adoption of green technology, including renewable energy and efficient waste management, can reduce operational costs and strengthen long-term sustainability. Government policies that support digital transformation and sustainability are also found to play a vital role in accelerating hospital adaptation. In conclusion, while substantial challenges remain, hospitals have significant opportunities to leverage digital and green technologies to improve asset and facility management. Therefore, government support becomes a key factor in enhancing efficiency and service quality in the future.

IMPLEMENTASI PENGGUNAAN ANTRIAN ONLINE MELALUI APLIKASI MOBILE JKN: TINJAUAN LITERATUR

Anvika Taufik — 2025-08-30

Background:Mobile JKN is a digital innovation by BPJS Kesehatan aimed at improving access and efficiency in healthcare services. One of its key features is the online queuing system, which is designed to reduce patients’ waiting time.

Objective:This study aims to analyze the relationship between the use of the Mobile JKN application and patient waiting times or queues in healthcare facilities across Indonesia, based on a review of relevant studies.

Methods:This research was conducted using a literature review method by analyzing and examining scientific journal articles sourced from Google Scholar, published between January 1, 2018 and March 31, 2025. The article search was performed using the keywords “Mobile JKN,” “waiting time,” and “online registration.” The objective was to identify the factors that influence the use of the online registration system within the Mobile JKN application.

Results:Most studies indicate that the use of Mobile JKN can significantly reduce patient waiting times, especially when accompanied by assistance or intensive monitoring. However, several studies also reveal that low digital literacy, limited infrastructure, and lack of user education remain key barriers to the effective implementation of the application.

Conclusion:eight articles were found after applying the inclusion and exclusion criteria. Mobile JKN has great potential to improve service efficiency through its online queuing feature. However, its success largely depends on the readiness of infrastructure, public education, and sustained support from healthcare facilities. An integrative effort involving technology, human resources, and service policies is essential to ensure the successful nationwide adoption of this system.

Prediksi Kelulusan Mahasiswa Program Studi Administrasi Rumah Sakit Menggunakan Decision Tree C4.5

Samsinar Samsinar — 2025-08-30

The timely graduation success of students is a crucial indicator in evaluating the quality of higher education institutions. This study aims to predict the graduation rate of undergraduate students in the Hospital Administration Program at STIKES Garuda Putih Jambi using the Decision Tree C4.5 algorithm. The data utilized includes the Cumulative Grade Point Average (CGPA) of 35 students over the first four semesters. The dataset was processed using RapidMiner to generate a prediction model with CGPA as the main variable. The model evaluation indicated an accuracy level of 73.33%. This classification model successfully categorized student graduation outcomes into three groups: satisfactory, very satisfactory, and with distinction. The findings of this study are expected to provide insights for better academic decision-making, as well as enhance the quality of evaluation and learning processes in higher education institutions.