Title
Data laboratory for supply chain response models during epidemic outbreaks.
Abstract
Disasters in developing countries tremendously affect the economy and long-term development. Recent years have seen an increase in epidemic outbreaks in countries like Haiti and in West Africa. However, there seems to be a lack of decision support to address epidemic outbreak challenges in developing countries compared to their developed counterparts. The lack of data to implement such models is a potential reason. This paper presents a data set that will permit to develop data-driven allocation models and policies for an epidemic outbreak in a developing country. The data set is for the cholera epidemic that occurred in the aftermath of the 2010 earthquake in Haiti. The detailed time-series patient data is intended to facilitate the development and evaluation of multi-period supply chain models that support emergency health response, allocate medical resources and staff, and design coordination mechanisms among humanitarian stakeholders. We also provide a simple model to illustrate how the data can be utilized to develop a basic epidemic outbreak response model. The data set will be made available online for researchers interested in developing models in this field.
Year
DOI
Venue
2018
10.1007/s10479-017-2462-y
Annals OR
Keywords
Field
DocType
Data-driven models, Supply chain, Health care, Time-series data, Epidemic outbreaks, Emergency response
Health care,Response model,Mathematical optimization,Economic growth,Decision support system,Developing country,Outbreak,Supply chain,Mathematics,Operations management
Journal
Volume
Issue
ISSN
270
1-2
0254-5330
Citations 
PageRank 
References 
2
0.36
11
Authors
2
Name
Order
Citations
PageRank
Azrah A. Anparasan120.36
Miguel A. Lejeune225321.95