A dual bin-packing approach to scheduling surgical cases at a publicly-funded hospital

被引:93
作者
Vijayakumar, Bharathwaj
Parikh, Pratik J. [1 ,2 ]
Scott, Rosalyn [2 ,3 ]
Barnes, April [3 ]
Gallimore, Jennie [2 ]
机构
[1] Wright State Univ, Dept Biomed Ind & Human Factors Engn, Russ Engn Ctr 207, Dayton, OH 45435 USA
[2] Wright State Univ, Dept Surg, Dayton, OH 45435 USA
[3] Dayton VA Med Ctr, Dayton, OH 45428 USA
关键词
Healthcare; Hospitals; Surgical case scheduling; Bin-packing; Optimization; Heuristic;
D O I
10.1016/j.ejor.2012.09.010
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Publicly-funded hospitals are typically allocated an annual budget by the government based on the number of enrollees in the region. Given tight budget constraints, the capacity of resources is fairly fixed. Such hospitals strive to maximize the utilization of their resources through continuous improvement and optimization techniques. We address a surgical case scheduling problem experienced at a publicly-funded hospital and conceptualize this multi-period, multi-resource, priority-based case scheduling problem as an unequal-sized, multi-bin, multi-dimensional dual bin-packing problem. A mixed integer programming model and a heuristic based on the first fit decreasing algorithm are presented. Resource availability, case priorities, and variation in surgery times are key features included in our model. Our proposed approach led to substantial savings, 20% reduction in number of days and up to 20% increase in operating room utilization, when compared to real schedules obtained from the surgical department at a publicly-funded hospital. (c) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:583 / 591
页数:9
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