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Optimizing Medical Equipment Inventory Management through Web-Based System Implementation for Real-Time Monitoring and Alerts

Mega Wahyu Rhamadani et al · LPPM Universitas Bhinneka Nusantara · 2026

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Manual inventory processes at PT Borneo Sejahtera Medika resulted in an 18.2% stock discrepancy rate, frequent expired items, and delayed procurement decisions. This study develops and empirically evaluates a web-based inventory management system integrating real-time monitoring, automated expiration alerts, and demand forecasting. A six-month before–after analysis was conducted to measure system impact using discrepancy rate, operational performance indicators, and forecasting accuracy metrics. The results show that the discrepancy rate decreased from 18.2% to 13.6%, representing a relative improvement of 25.27%. Operational performance improved significantly, with stock checking time reduced by 52%, expired items reduced by 57%, and emergency procurement reduced by 31%. The forecasting module achieved a Mean Absolute Percentage Error (MAPE) of 5.00%, indicating acceptable short-term prediction accuracy. These findings demonstrate that the implemented system provides measurable improvements in data accuracy, operational efficiency, and inventory control within a healthcare distribution context.

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APA 7

al, M. W. R. E. (2026). Optimizing Medical Equipment Inventory Management through Web-Based System Implementation for Real-Time Monitoring and Alerts. https://doi.org/10.32664/j-intech.v14i01.2221

MLA

al, Mega Wahyu Rhamadani et. "Optimizing Medical Equipment Inventory Management through Web-Based System Implementation for Real-Time Monitoring and Alerts." 2026. https://doi.org/10.32664/j-intech.v14i01.2221.

Chicago

al, Mega Wahyu Rhamadani et. 2026. "Optimizing Medical Equipment Inventory Management through Web-Based System Implementation for Real-Time Monitoring and Alerts.". https://doi.org/10.32664/j-intech.v14i01.2221.

Harvard

al, M. W. R. E. 2026, Optimizing Medical Equipment Inventory Management through Web-Based System Implementation for Real-Time Monitoring and Alerts, LPPM Universitas Bhinneka Nusantara, available at: https://doi.org/10.32664/j-intech.v14i01.2221 [Accessed 5 Aug. 2026].

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Title
Optimizing Medical Equipment Inventory Management through Web-Based System Implementation for Real-Time Monitoring and Alerts
Author / contributors
Mega Wahyu Rhamadani et al
Publisher
LPPM Universitas Bhinneka Nusantara
Publication year
2026
ISSN
2303-1425
ISSN
2303-1425
Language
English

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