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Pharmacy Duty Scheduling Problem: Gumushane Case

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  • Ahmet Bahadır Şimşek
  • Seher Merdane
  • Aydanur Belindir
  • Ayşenur Akbaş

Abstract

In the Turkish Healthcare System, pharmacies are an important echelon of the drug supply chain. The pharmacy on duty practice ensures that the demand for drugs and similar medical supplies is met 24/7. The duty pharmacy scheduling problem aims to satisfy the customers and the pharmacists without violating the regulations while determining the duty sequence of the pharmacies in a certain planning period. This study handles the duty pharmacy scheduling problem of Gümüşhane City Center where 13 pharmacies operate. In the current system, the representative pharmacist prepares the duty schedule manually. The planning period is divided into subsets, and pharmacies are assigned to the duties in each subset respectively in such the number of duties of each pharmacy in the subsets is as equal as possible. The managerial problem of the case is that the duty frequency of each pharmacy is variable in the manual schedule and pharmacists perceive this as an unfairness. Because pharmacists expect to be on duty 1 in 13 days. We propose a mathematical model that adopts the fixed duty frequency and the inheritance of duty distribution. We test the model according to the 2020 calendar and compare model results with the real duty schedule belong to 2020 using the 2019 distribution of pharmacies. The comparison and test results show that the duties are distributed as fairly as possible and the turn of each pharmacy is repeated once every 13 days. The contribution of this study is that it introduces innovative components to the pharmacy duty scheduling problem, offers practical policy recommendations, and provides a case-specific example to limited PDS literature.

Suggested Citation

  • Ahmet Bahadır Şimşek & Seher Merdane & Aydanur Belindir & Ayşenur Akbaş, 2021. "Pharmacy Duty Scheduling Problem: Gumushane Case," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 9(1), pages 85-98, June.
    • Handle: RePEc:anm:alpnmr:v:9:y:2021:i:1:p:85-98
    DOI: http://dx.doi.org/10.17093/alphanumeric.819804
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    References listed on IDEAS

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    1. Lixiang Jiang & Ronald Giachetti, 2008. "A queueing network model to analyze the impact of parallelization of care on patient cycle time," Health Care Management Science, Springer, vol. 11(3), pages 248-261, September.
    2. Ivo Adan & Jos Bekkers & Nico Dellaert & Jan Vissers & Xiaoting Yu, 2009. "Patient mix optimisation and stochastic resource requirements: A case study in cardiothoracic surgery planning," Health Care Management Science, Springer, vol. 12(2), pages 129-141, June.
    3. Jens Brunner & Jonathan Bard & Rainer Kolisch, 2009. "Flexible shift scheduling of physicians," Health Care Management Science, Springer, vol. 12(3), pages 285-305, September.
    4. Abo-Hamad, Waleed & Arisha, Amr, 2013. "Simulation-based framework to improve patient experience in an emergency department," European Journal of Operational Research, Elsevier, vol. 224(1), pages 154-166.
    5. Serhat Tüzün & Y. Ilker Topcu, 2018. "A Taxonomy of Operations Research Studies in Healthcare Management," International Series in Operations Research & Management Science, in: Cengiz Kahraman & Y. Ilker Topcu (ed.), Operations Research Applications in Health Care Management, chapter 0, pages 3-21, Springer.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Integer Programming; Pharmacy Duty Scheduling; The Fixed Duty Frequency; The Inheritance of Duty Distribution;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics

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