Sustainable inventory management in blood banks considering health equity using a combined metaheuristic-based robust fuzzy stochastic programming

被引:40
作者
Sohrabi, Mahnaz [1 ]
Zandieh, Mostafa [2 ]
Shokouhifar, Mohammad [3 ]
机构
[1] Islamic Azad Univ, Fac Ind & Mech Engn, Qazvin Branch, Qazvin, Iran
[2] Shahid Beheshti Univ, Management & Accounting Fac, Dept Ind Management & Informat Technol, Tehran, Iran
[3] Shahid Beheshti Univ, Dept Elect & Comp Engn, Tehran, Iran
关键词
Blood banks; Inventory management; Genetic algorithm; Health equity; Robust fuzzy stochastic programming; SUPPLY CHAIN NETWORK; OPTIMIZATION MODEL; HOSPITALS; PLATELETS; POLICIES; WASTE;
D O I
10.1016/j.seps.2022.101462
中图分类号
F [经济];
学科分类号
02 ;
摘要
This study examines the challenges of healthcare systems toward sustainable inventory management of blood products. In this regard, three main goals are pursued; First, promoting social equity in providing medical ser-vices to various patients and reducing the risk to lives. Second, the optimal management of medical products in a way that minimizes economic costs. Third, optimal management of biological waste due to inventory corruption and reduction of greenhouse gas emissions caused by transportation, to the least environmental pollution. To achieve these purposes, a practical demand-driven multi-objective inventory model is presented by utilizing hybrid policies in an uncertain environment. In the proposed model, the demands are in two types, including elective and non-elective. These demands are classified according to their medical urgency, substitution allowance, and product freshness. A hybrid robust fuzzy stochastic programming approach is applied to capture real-world uncertainties. The proposed model is implemented for blood platelet. The solution is obtained using a combined metaheuristic technique established on genetic algorithms and simulated annealing according to global and local search paradigms. To create a proper perspective for decision-makers, sensitivity analysis is performed. Besides, the performance of the model is proved by the realization. The results show that the per-formance of the proposed RFSP model is better than the Nominal model. Also, it performs well in minimizing the overall system costs and environmental degradation, besides reducing shortage and wastage. It is also effective for taking steps toward equity in health and suggests a proper strategy for dealing with emergencies.
引用
收藏
页数:27
相关论文
共 88 条
[1]   On the Issuing Policies for Perishable Items such as Red Blood Cells and Platelets in Blood Service [J].
Abbasi, Babak ;
Hosseinifard, S. Zahra .
DECISION SCIENCES, 2014, 45 (05) :995-1020
[2]   Optimization of Inventory Management to Prevent Drug Shortages in the Hospital Supply Chain [J].
Abu Zwaida, Tarek ;
Pham, Chuan ;
Beauregard, Yvan .
APPLIED SCIENCES-BASEL, 2021, 11 (06)
[3]   The stochastic location-routing-inventory problem of perishable products with reneging and balking [J].
Aghighi, Azam ;
Goli, Alireza ;
Malmir, Behnam ;
Tirkolaee, Erfan Babaee .
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 14 (6) :6497-6516
[4]   A framework for measuring sustainability in healthcare systems [J].
AlJaberi, Omar Awad ;
Hussain, Matloub ;
Drake, Paul R. .
INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT, 2020, 13 (04) :276-285
[5]   An integrated production and transportation scheduling problem with order acceptance and resource allocation decisions [J].
Aminzadegan, Sajede ;
Tamannaei, Mohammad ;
Fazeli, Majid .
APPLIED SOFT COMPUTING, 2021, 112
[6]   An updated review on blood supply chain quantitative models: A disaster perspective [J].
Asadpour, Milad ;
Olsen, Tava Lennon ;
Boyer, Omid .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2022, 158
[7]   Eliminating Waste in US Health Care [J].
Berwick, Donald M. ;
Hackbarth, Andrew D. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2012, 307 (14) :1513-1516
[8]   Defining equity in health [J].
Braveman, P ;
Gruskin, S .
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2003, 57 (04) :254-258
[9]   Achieving sustainable health equity [J].
Castro, Arachu ;
Marmot, Michael ;
Garay, Juan ;
de Negri, Armando ;
Buss, Paulo .
BULLETIN OF THE WORLD HEALTH ORGANIZATION, 2020, 100 (01) :81-83
[10]   Joint Decisions for Blood Collection and Platelet Inventory Control [J].
Chen, Shouchang ;
Li, Yanzhi ;
Zhou, Weihua .
PRODUCTION AND OPERATIONS MANAGEMENT, 2019, 28 (07) :1674-1691