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ANALISIS FORECASTING DEMAND OBAT TABLET DI GUDANG OBAT DINAS KESEHATAN PROVINSI JAWA BARAT: ANALISIS FORECASTING DEMAND OBAT TABLET DI GUDANG OBAT DINAS KESEHATAN PROVINSI JAWA BARAT Martikasari, Arida; Naura Rizky Aulia; Firman Hidayat Raharjo; Irwan Yulianto
Hexagon Vol 6 No 2 (2025): Vol. 6 No. 2 (2025): HEXAGON - Edisi 12
Publisher : Fakultas Teknologi Lingkungan dan Mineral - Universitas Teknologi Sumbawa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36761/hexagon.v6i2.5769

Abstract

The medicine warehouse of the West Java Provincial Health Service is a drug dispensing center which has various data regarding drug dispensing in 2023. Data analysis shows that drugs in tablet form are the most dominant unit in the dispensing process, with total dispensing reaching 3,648 times to all health facilities or City/Regency Health Offices throughout West Java. Given the significance of the use of tablet drugs, this study proposes the application of demand forecasting analysis as a strategy to improve the efficiency of drug inventory management. By predicting the demand for tablet drugs, the West Java Provincial Health Office can more effectively prepare drug stocks, reduce the risk of shortages or excess stock, and respond to high market demand. Based on the results of data processing carried out using the Simple Linear Regression Forecasting analysis of the Antiretroviral (ARV) drug program, the MAPE was obtained at 69%, smaller than the MAPE from the Single Exponential Smoothing Forecasting analysis of 83.780%. Meanwhile, for the Buffer drug program, the Single Exponential Smoothing Forecasting analysis is more accurate than the Simple Linear Regression Forecasting analysis because the MAPE calculation results from the exponential smoothing analysis of 79.088% are smaller than the Simple Linear Regression MAPE calculation of 85%. It is expected that the demand forecasting analysis model can be a strategic tool for the Ministry of Health's drug warehouse in overcoming the challenges of drug inventory management, while reducing overall drug procurement costs.  
Website Design as an Online Trading Media at the "Coffee On The Way" Shop Ibrahim, Herland; Azhar, Pahrezi; Martikasari, Arida
Journal of Engineering Science and Technology Management (JES-TM) Vol. 5 No. 2 (2025): September 2025
Publisher : Journal of Engineering Science and Technology Management

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jestm.v5i2.297

Abstract

An implementation of the e-commerce website at the Coffee on the Way store described in this report was identified with the aim of knowing that by designing and implementing a website for the trade, it can build digitalization of online trade so that it will be described in detail how the e-commerce website design process for the Coffee on the Way store. The media that will be used to analyze how the system works is with flow maps and information tables. Therefore, the design to build the website uses DFD level 0-1 and PDM and CDM for database design and menu structure to identify the system navigation menu. Based on the findings of the implementation that has been carried out, there are several external software used such as XAMPP, bootstrap, leaflet and so on. The results of the implementation on the website are that the website system can display designs and features that have been previously designed in a concrete manner. Therefore, the contribution of the website is successfully displaying the planned features and designs and enabling the online transaction in the website.