Medicine supply chain model for an integrated healthcare system with uncertain product complaints

  • Imran, Muhammad
  • Kang, Changwook
  • Ramzan, Muhammad Babar
Citations

WEB OF SCIENCE

29
Citations

SCOPUS

50

초록

To date, multi-period optimization using modified interactive multi-objective fuzzy programming for an uncertain number of product complaints in the medicine supply chain, has not been sufficiently reported in the literature. Therefore, the aim of this paper is to formulate and optimize a multi-period, multi objective medicine supply chain model for an integrated healthcare system. It considers an uncertain number of medicine complaints received by manufacturers. The multi-objectives are time, quality and cost and their combination is called the business triad. This research comprises three steps. Firstly, the formulation of a mathematical model for the business triad. Secondly, the modified interactive multi objective fuzzy programming has been suggested for the optimization of business triad. The proposed approach uses fuzzy linguistic variables and a triangular membership function that integrates expert opinion along with their experience. Finally, a numerical example is used to elaborate the practical significance of the model. The results of the numerical example showed a 31.95% satisfaction level for the cost, 41.99% satisfaction for the time, and 92.90% satisfaction for the quality of the medicines. This supply chain model assists decision makers in the healthcare systems to procure medicines with the required satisfaction level in terms of quality, time, and cost. (C) 2017 Published by Elsevier Ltd on behalf of The Society of Manufacturing Engineers.

키워드

Healthcare systemMedicine supply chainBusiness triadUncertain quality complaintsExternal auditModified interactive multi-objective fuzzy programmingNETWORK DESIGNOPTIMIZATIONSELECTIONDEFUZZIFICATIONCOLLECTIONINDUSTRY
제목
Medicine supply chain model for an integrated healthcare system with uncertain product complaints
저자
Imran, MuhammadKang, ChangwookRamzan, Muhammad Babar
DOI
10.1016/j.jmsy.2017.10.006
발행일
2018-01
유형
Article
저널명
Journal of Manufacturing Systems
46
페이지
13 ~ 28