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Integration of Nursing and Pharmacy Inventory Decisions with DDD-Based EOQ: UK Institutional Calibration and Robustness Analysis

Author

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  • Dilek Gümüş

    (Department of Medical Services and Techniques, Health Services Vocational School, Bilecik Şeyh Edebali University, 11230 Bilecik, Türkiye)

  • Öner Gümüş

    (Department of Accounting and Tax, Osmaneli Vocational School, Bilecik Şeyh Edebali University, 11230 Bilecik, Türkiye)

Abstract

Background: This study develops a transparent, decision-focused framework that integrates the World Health Organization’s defined daily dose (DDD) standard with the planned-backorder economic order quantity (EOQ) model to manage nursing and pharmacy workflows within a unified economic and operational scale. Method: Demand was expressed in DDD per year, and process-based costs were monetized according to National Health Service (NHS) workflow steps, where the holding cost was computed as H = r × cu and the delay cost B was derived from the target fill rate via a closed-form shadow-price relationship. The model was calibrated for a typical NHS acute-care hospital with 600 beds (D ≈ 130,305 DDD/year). Results: Calibration resulted in an ideal order quantity of 7554 DDD, an inter-order interval of 21 days, and a minimum annual total cost of £451. In the national conceptual scenario, the fill rate is about 99.4%, and the minimum annual total cost is £26,366. At this optimum, cost components are symmetrically balanced, with order cost and combined holding–delay cost contributing equally. Conclusions: This repeatable framework, based on the DDD scale, enhances management visibility regarding the cost–service balance, thereby confirming the policy’s robustness.

Suggested Citation

  • Dilek Gümüş & Öner Gümüş, 2026. "Integration of Nursing and Pharmacy Inventory Decisions with DDD-Based EOQ: UK Institutional Calibration and Robustness Analysis," Logistics, MDPI, vol. 10(5), pages 1-31, May.
  • Handle: RePEc:gam:jlogis:v:10:y:2026:i:5:p:102-:d:1934075
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