2021
DOI: 10.3390/w13162158
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Evaluation of Humanitarian Supply Chain Resilience in Flood Disaster

Abstract: Frequent natural hazards such as flooding and the devastating consequences of severe events make the humanitarian supply chain particularly important in alleviating the suffering of those communities impacted by such events. However, the ambiguity of information and the different goals of stakeholders demand that the humanitarian supply chain must be resilient. This research adopts the use of literature review and expert opinions to identify the indicators that affect the resilience of the humanitarian supply … Show more

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Cited by 14 publications
(9 citation statements)
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“…A lack of strategic guidelines and formalized body for leadership in planning and resource allocation impacted the ability for the HIV care delivery model to cope with the demands of the floods 14 . Providers shared that straightforward guidelines on the formation of an integrated flood response leadership group, involving stakeholders, would help to streamline aid and service delivery while reducing system redundancy 17 .…”
Section: Discussionmentioning
confidence: 99%
“…A lack of strategic guidelines and formalized body for leadership in planning and resource allocation impacted the ability for the HIV care delivery model to cope with the demands of the floods 14 . Providers shared that straightforward guidelines on the formation of an integrated flood response leadership group, involving stakeholders, would help to streamline aid and service delivery while reducing system redundancy 17 .…”
Section: Discussionmentioning
confidence: 99%
“…Due to the scale of experts is very large and evaluation factors are many, opinions from experts with similar characteristics are often equally important. In the whole information elicitation step: (1) All the opinions in the small subgroup and the weight of each small subgroup are considered; (2) We always use fuzzy information without changing the form of the evaluation values, which maintain the consistency of the data; (3) Giving the same weight to the experts in the same small subgroup, avoiding the subjectivity in the aggregation process; (4) At the same time, weighted averaging operator is applied for calculating the comprehensive information, the weight is determined by the number of members in each cluster, which is objective and considers the diverse importance of clusters (Harsanyi 1955 ; Ribeiro et al 2003; Xu et al 2021b ; Li et al 2022a , 2022b ). Therefore, the above measures can efficiently reduce the biases of information aggregation process.…”
Section: Research Method: a Novel Fuzzy Large-scale Group-dematelmentioning
confidence: 99%
“…Logistics planning in emergencies involves quickly and efficiently distributing disaster supplies from DRFs to the affected areas via supply chains. [15]- [27] consider various problems related to DRLNS design and analysis. Several authors also consider the effect of the COVID-19 pandemic on the design of DRLNS.…”
Section: Literature Review and Research Gapmentioning
confidence: 99%
“…If the MCD is too large, it will cause ineffectiveness to the resulting DRLNS. Now, MCD is given by (27) DRFs should be located at the least likely locations to be disrupted to enhance disaster supply chain resilience. The third goal is to maximize the expected amount of demands covered (EDC) by the DRFs, which is expressed through several algebraic manipulations as (28) where q i -the probability that the CWH i is disrupted (or risk probability).…”
Section: Sets: I: Index Set Of Candidate Locations Formentioning
confidence: 99%