골든 타임을 고려한 신속한 혈액 공급사슬 설계
Agile Blood Supply Chain Design Considering Golden Time
0
조회
0
다운로드
1
인용
0
참고문헌
키워드
초록
각 지역의 혈액원이 인근에 위치한 병원에 혈액을 공급하는 현재의 혈액 공급 체계에서는 긴급하게 혈액이필요한 응급 상황 발생 시, 필요한 혈액을 신속하게 배송하기 어렵다. 특히 혈액원에서 한 시간 이상의 거리에위치한 병원들은 수혈이 늦어지는 경우 환자의 치료 결과에 부정적인 영향을 미칠 수 있다. 본 연구에서는 기존 병원 중 일부를 혈액 분배 병원으로 지정하고, 주변에 위치한 병원들에게 빠르게 혈액을 배송할 수 있는 새로운 혈액 공급 사슬 체계를 제안한다. 기존 병원들 중 혈액 분배 병원을 선정하고, 혈액 분배 병원에 인근 병원을 할당하기 위해 Minimax 최적화 모델을 개발하였다. 경상북도에 위치한 병원 중 응급 의료기관으로 지정된 병원들을 대상으로 실제 데이터를 수집하여 수치실험을 진행하였다. 응급상황에 대응하기 위해서는 최소 5 개 이상의 병원들이 혈액 분배 병원으로 지정되어야 함을 알 수 있었으며, 민감도 분석을 통하여 의사결정의기준을 제공하였다.
Abstract
Under emergency circumstances, a hospital requires a large amount of blood and a regional blood services center is not able to supply the blood to hospitals urgently. In particular, hospitals taking more than one hour from the regional blood services center cannot give a transfusion into patients, which will result in critical impact on the treatment. This paper aims to supply blood quickly to hospitals by developing a new agile blood supply chain system. We develop a minimax mathematical model for assigning regional hospitals to blood distribution hospitals and grouping hospitals based on the assigned blood distribution hospitals. Numerical experiments are conducted with the data about hospitals in Gyeongsangbuk-do, Korea. An in-depth analysis is carried out by changing the number of blood distribution hospitals and comparing the minimax model with a minisum model. Our results show that the number of the blood distribution hospitals should be greater than five and the minimax model is suitable for emergency response.
참고문헌 (31)
- 김태현, "수요의 특성과 공급체인 협업 유형의 적합성 연구", 로지스틱스연구, 19(1), pp.97~115 (2011), 한국로지스틱스학회[DOI]
- 김창봉, "혈액공급체인상의 SCM도입 성공요인에 대한 연구 - 영국·일본 사례를 중심으로 -", 인터넷전자상거래연구, 8(4), pp.237~259 (2008), 한국인터넷전자상거래학회
- 성현정, "불확실한 공급환경이 공급망 관리 활동에 미치는 영향: 공급망 구성원들 간 관계적 특성의 매개효과를 중심으로", 로지스틱스연구, 23(4), pp.51~64 (2015), 한국로지스틱스학회
- 허대식, "제조기업의 고객기업 통합과 공급기업 통합이 물류성과에 미치는 영향", 로지스틱스연구, 23(4), pp.15~34 (2015), 한국로지스틱스학회[DOI]
- American College of Surgeons, "ATLS: Advanced Trauma Life Support for Doctors" (2008), American College of Surgeons
- Beliën, J, "Supply chain management of blood products : A literature review", European Journal of Operational Research, 217(1), pp.1~16 (2012)
- Cetin, E, "A blood bank location model: A multiobjective approach", European Journal of Pure and Applied Mathematics, 2(1), pp.112~124 (2009)
- Delen, D, "Better management of blood supply-chain with GIS-based analytics", Annals of Operations Research, 185(1), pp.181~193 (2011)
- Duan, Q, "Optimization of blood supply chain with shortened shelf lives and ABO compatibility", International Journal of Production Economics, 153, pp.113~129 (2014)
- Behnam Fahimnia, "Supply chain design for efficient and effective blood supply in disasters", International Journal of Production Economics, 183, pp.700~709 (2017), Elsevier BV[DOI]
- Fontaine, M. J, "Improving platelet supply chains through collaborations between blood centers and transfusion services", Transfusion, 49(10), pp.2040~2047 (2009)
- Garfinkel, R. S, "The m-center problem : Minimax facility location", Management Science, 23(10), pp.1133~1142 (1977)
- Hamilton, H, "Trauma, emergency medicine, and the Golden Hour", pp.25~38 (2011), The Practical Litigator
- Hess, J. R, "Blood use in war and disaster : lessons from the past century", Transfusion, 43(11), pp.1622~1633 (2003)
- Jabbarzadeh, A, "Dynamic supply chain network design for the supply of blood in disasters : A robust model with real world application", Transportation Research Part E : ogistics and Transportation Review, 70, pp.225~244 (2014)
- Jia, H, "A modeling framework for facility location of medical services for large-scale emergencies", IIE transactions, 39(1), pp.41~55 (2007)
- Kopach, R, "Tutorial on constructing a red blood cell inventory management system with two demand rates", European Journal of Operational Research, 185(3), pp.1051~1059 (2008)
- Levin, M, "Incompatible Blood Transfusions", Military Law Review, 26, pp.129~ (1964)
- Lin, C. C, "Management of blood component preparation", IEEE International Conference on Systems, Man and Cybernetics, pp.3436~3441 (2008), IEEE
- Luss, H, "On equitable resource allocation problems: a lexicographic minimax approach", Operations Research, 47(3), pp.361~378 (1999)
- Menon, S, "Effective reformulations for task allocation in distributed systems with a large number of communicating tasks", IEEE Transactions on Knowledge and Data Engineering, 16(12), pp.1497~1508 (2004)
- Nagurney, A, "Supply chain network operations management of a blood banking system with cost and risk minimization", Computational Management Science, 9(2), pp.205~231 (2012)
- Neebe, A. W, "A procedure for locating emergency-service facilities for all possible response distances", Journal of the Operational Research Society, 39(8), pp.743~748 (1988)
- Ogryczak, W, "On the lexicographic minimax approach to location problems", European Journal of Operational Research, 100(3), pp.566~585 (1997)
- Or, I, "A transportation location-allocation model for regional blood banking", AIIE Transactions, 11(2), pp.86~95 (1979)
- Pierskalla, W. P, "Operations Research and Health Care", pp.103~145 (2005), Springer US
- Prastacos, G. P, "Blood inventory management : an overview of theory and practice", Management Science, 30(7), pp.777~800 (1984)
- Şahin, G, "Locational analysis for regionalization of Turkish Red Crescent blood services", Computers & Operations Research, 34(3), pp.692~704 (2007)
- Schultz, C. H, "A medical disaster response to reduce immediate mortality after an earthquake", New England Journal of Medicine, 334(7), pp.438~444 (1996)
- Sha, Y, "The multi-period location-allocation problem of engineering emergency blood supply systems", Systems Engineering Procedia, 5, pp.21~28 (2012)
- Stanger, S. H, "What drives perishable inventory management performance? Lessons learnt from the UK blood supply chain", Supply Chain Management : An International Journal, 17(2), pp.107~123 (2012)