Evaluating the feasibility of blockchain in logistics operations: A decision framework

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  • SDG 9 · Sanayi, Yenilikçilik ve Altyapı
  • SDG 12 · Sorumlu Üretim ve Tüketim

Özet

The main purpose of this study is to investigate the feasibility of blockchain technology in logistics industry using a quantitative approach. To this end, a decision framework is proposed based on a multi-criteria decision structure that incorporates AHP into VIKOR under Intuitionistic Fuzzy Theory. This integration presents different solutions and rankings based on different decision-making strategies and also captures uncertainty in the evaluation process. While Intuitionistic Fuzzy AHP calculates the importance weights of the proposed criteria indicated as scalability, privacy, interoperability, audit, latency, visibility, trust, and security, Fuzzy VIKOR ranks the logistics operations demonstrated as materials handling, warehousing, order processing, transportation, packaging, fleet management, labeling, vehicle routing and product returns management. The proposed decision framework was applied in a large-scale logistics company located in Turkey. The findings of this study suggest that while the most important criteria are security, visibility and audit, the most feasible logistics operations proved to be transportation, materials handling, warehousing, order processing and fleet management in a possible blockchain implementation. The decision framework in this study may enable decision makers to evaluate the feasibility of blockchain in logistics operations, which is one of the main research gaps in the current blockchain research. Furthermore, this is the first study that integrates AHP and VIKOR methods under Intuitionistic Fuzzy Theory in the context of blockchain.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/14586Resmi atıflarda kullanılan kalıcı adres
DOI
https://doi.org/10.1016/j.eswa.2020.113543Yayıncı resmi DOI adresi
Atıflar
Scopus
138
WoS
106
OpenAlex
145
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Tam Kayıt
AlanDeğerDil
dc.contributor.authorAr, Ilker Murat
dc.contributor.authorErol, Ismail
dc.contributor.authorPeker, Iskender
dc.contributor.authorOzdemir, Ali Ihsan
dc.contributor.authorMedeni, Tunc Durmus
dc.contributor.authorMedeni, Ihsan Tolga
dc.date.accessioned2026-10-22T10:22:53.582528656Z
dc.date.available2026-10-22T10:22:53.582528656Z
dc.date.issued2020
dc.description.abstractThe main purpose of this study is to investigate the feasibility of blockchain technology in logistics industry using a quantitative approach. To this end, a decision framework is proposed based on a multi-criteria decision structure that incorporates AHP into VIKOR under Intuitionistic Fuzzy Theory. This integration presents different solutions and rankings based on different decision-making strategies and also captures uncertainty in the evaluation process. While Intuitionistic Fuzzy AHP calculates the importance weights of the proposed criteria indicated as scalability, privacy, interoperability, audit, latency, visibility, trust, and security, Fuzzy VIKOR ranks the logistics operations demonstrated as materials handling, warehousing, order processing, transportation, packaging, fleet management, labeling, vehicle routing and product returns management. The proposed decision framework was applied in a large-scale logistics company located in Turkey. The findings of this study suggest that while the most important criteria are security, visibility and audit, the most feasible logistics operations proved to be transportation, materials handling, warehousing, order processing and fleet management in a possible blockchain implementation. The decision framework in this study may enable decision makers to evaluate the feasibility of blockchain in logistics operations, which is one of the main research gaps in the current blockchain research. Furthermore, this is the first study that integrates AHP and VIKOR methods under Intuitionistic Fuzzy Theory in the context of blockchain.
dc.identifier.articlenumber113543
dc.identifier.doi10.1016/j.eswa.2020.113543
dc.identifier.eissn1873-6793
dc.identifier.issn0957-4174
dc.identifier.scopus2-s2.0-85084941037
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/14586
dc.identifier.volume158
dc.identifier.wosWOS:000571421000010
dc.language.isoen
dc.publisherElsevier Ltd
dc.relation.ispartofExpert Systems with Applications
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectBlockchain
dc.subjectFuzzy VIKOR
dc.subjectIntuitionistic Fuzzy AHP
dc.subjectLogistics
dc.subjectMulti-Criteria Decision Making
dc.subject.classificationComputer Science, Artificial Intelligence
dc.subject.classificationEngineering, Electrical & Electronic
dc.subject.classificationOperations Research & Management Science
dc.subject.classificationComputer Science
dc.subject.classificationEngineering
dc.subject.otherBlockchain
dc.subject.otherDecision making
dc.subject.otherDecision theory
dc.subject.otherFuzzy sets
dc.subject.otherHierarchical systems
dc.subject.otherMaterials handling
dc.subject.otherPackaging materials
dc.subject.otherVehicle routing
dc.subject.otherVisibility
dc.subject.otherWarehouses
dc.subject.otherDecision-making strategies
dc.subject.otherImportance weights
dc.subject.otherIntuitionistic fuzzy
dc.subject.otherIntuitionistic fuzzy theories
dc.subject.otherLarge-scale logistics
dc.subject.otherLogistics operations
dc.subject.otherMulticriteria decision
dc.subject.otherQuantitative approach
dc.subject.otherFleet operations
dc.titleEvaluating the feasibility of blockchain in logistics operations: A decision framework
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex145
rdl.citation.scopus138
rdl.citation.wos106
rdl.oa.statusclosed
rdl.scopus.quartileQ1
rdl.sdgSDG09
rdl.sdgSDG12
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)
rdl.wos.indexSocial Science Citation Index (SSCI)