Leveraging blockchain in response to a pandemic through disaster risk management: an IF-MCDM framework

MakaleAçık Erişim
  • SDG 3 · Sağlık ve Kaliteli Yaşam
  • SDG 9 · Sanayi, Yenilikçilik ve Altyapı

Özet

The COVID-19 pandemic has underscored the necessity for strategic approaches to manage global catastrophes. This study argues that disaster risk management (DRM) is an essential approach to mitigate the impact of global calamities, such as a pandemic. However, due to the uncertainty emerging from variables such as time and demand, managing DRM effectively involves high complexity. Blockchain technology (BcT) can be implemented to help address these challenges due to its potential to build trust, transparency, and accountability in complex operations. However, no research has quantitatively examined the applicability of BcT in the sub-dimensions of DRM to address the COVID-19 pandemic. The goal and scope of this study is to explore the role of BcT in DRM operations during the COVID-19 pandemic through an Intuitionistic Fuzzy Multi-Criteria Decision Making (IF-MCDM) framework. More specifically, the Intuitionistic Fuzzy Analytic Network Process (IF-ANP) method was utilized to calculate the weights of key criteria (i.e., BcT benefits), while Intuitionistic Fuzzy VIKOR (IF-VIKOR) was used to prioritize the alternatives (i.e., the sub-dimensions of DRM). The findings of this study are threefold. First, supporting effective coordination turned out to be the most essential benefit of BcT to build resilience in response to the COVID-19 pandemic. Second, disaster management was found to be the most appropriate DRM sub-dimension for possible BcT implementation during the COVID-19 pandemic. Lastly, eleven distinct activities involved in disaster management and governance and financial protection were discovered to be the most applicable for BcT. The findings of this study could assist disaster risk managers to assess whether (or not) BcT is suitable for the sub-dimensions of DRM to build national and organizational resilience in the wake of the COVID-19 pandemic.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/11962Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1007/s12063-022-00340-1Yayıncı resmi DOI adresi
Tam Kayıt
AlanDeğerDil
dc.contributor.authorPeker, Iskender
dc.contributor.authorAr, Ilker Murat
dc.contributor.authorErol, Ismail
dc.contributor.authorSearcy, Cory
dc.date.accessioned2026-10-22T10:19:32.261733308Z
dc.date.available2026-10-22T10:19:32.261733308Z
dc.date.issued2023
dc.description.abstractThe COVID-19 pandemic has underscored the necessity for strategic approaches to manage global catastrophes. This study argues that disaster risk management (DRM) is an essential approach to mitigate the impact of global calamities, such as a pandemic. However, due to the uncertainty emerging from variables such as time and demand, managing DRM effectively involves high complexity. Blockchain technology (BcT) can be implemented to help address these challenges due to its potential to build trust, transparency, and accountability in complex operations. However, no research has quantitatively examined the applicability of BcT in the sub-dimensions of DRM to address the COVID-19 pandemic. The goal and scope of this study is to explore the role of BcT in DRM operations during the COVID-19 pandemic through an Intuitionistic Fuzzy Multi-Criteria Decision Making (IF-MCDM) framework. More specifically, the Intuitionistic Fuzzy Analytic Network Process (IF-ANP) method was utilized to calculate the weights of key criteria (i.e., BcT benefits), while Intuitionistic Fuzzy VIKOR (IF-VIKOR) was used to prioritize the alternatives (i.e., the sub-dimensions of DRM). The findings of this study are threefold. First, supporting effective coordination turned out to be the most essential benefit of BcT to build resilience in response to the COVID-19 pandemic. Second, disaster management was found to be the most appropriate DRM sub-dimension for possible BcT implementation during the COVID-19 pandemic. Lastly, eleven distinct activities involved in disaster management and governance and financial protection were discovered to be the most applicable for BcT. The findings of this study could assist disaster risk managers to assess whether (or not) BcT is suitable for the sub-dimensions of DRM to build national and organizational resilience in the wake of the COVID-19 pandemic.
dc.description.sponsorshipUK Research and Innovation, UKRI, (104625)
dc.identifier.doi10.1007/s12063-022-00340-1
dc.identifier.eissn1936-9743
dc.identifier.endpage667
dc.identifier.issn1936-9735
dc.identifier.issue2
dc.identifier.scopus2-s2.0-85145231259
dc.identifier.startpage642
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/11962
dc.identifier.volume16
dc.identifier.wosWOS:000905960400001
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofOperations Management Research
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectBlockchain technology
dc.subjectDisaster risk management
dc.subjectIntuitionistic fuzzy multi-criteria decision making
dc.subjectThe COVID-19
dc.subject.classificationManagement
dc.subject.classificationBusiness & Economics
dc.subject.otherGROUP DECISION-MAKING
dc.subject.otherMULTICRITERIA EVALUATION
dc.subject.otherFUZZY MULTICRITERIA
dc.subject.otherTECHNOLOGY
dc.subject.otherAHP
dc.subject.otherOPTIMIZATION
dc.subject.otherSELECTION
dc.subject.otherINTERNET
dc.subject.otherSYSTEMS
dc.subject.otherDEMATEL
dc.titleLeveraging blockchain in response to a pandemic through disaster risk management: an IF-MCDM framework
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex34
rdl.citation.scopus27
rdl.citation.wos22
rdl.oa.statusbronze
rdl.oa.urlhttps://link.springer.com/content/pdf/10.1007/s12063-022-00340-1.pdf
rdl.sdgSDG09
rdl.sdgSDG03
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexSocial Science Citation Index (SSCI)