The interplay between blockchain and big data analytics for enhancing supply chain value creation in micro, small, and medium enterprises

Abstract This study explores the interplay between blockchain-based smart contracts and big data analytics for the supply chain value creation of micro, small, and medium enterprises (MSMEs). We implement our Ethereum Virtual Machine (EVM) procedure with the ganache blockchain, and addresses generated by the Metamask wallet. Each supply chain player in the blockchain is assigned a wallet address to observe the hashes created when data is added to the blockchain. Our findings unfold that supply chain value creation emphasises traceability, transparency, security, and profit maximisation interlocked with how effectively companies utilise big data collected through blockchain-based smart contracts. This subsequentially assists managers in using data types and a variety of analytics, spanning from descriptive, diagnostic, predictive, and prescriptive to cognitive analytics. This synergy between the blockchain and the types of analytics provides opportunities to identify new interactions and directions for future research.

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Publication Details

Journal
Annals of Operations Research
Published
2024-12-31
DOI
https://doi.org/10.1007/s10479-024-06415-5
Citations
10
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
7.79
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article

The interplay between blockchain and big data analytics for enhancing supply chain value creation in micro, small, and medium enterprises

Pervaiz Akhtar, Abdul Jabbar, Syed Imran Ali
10 citations
Annals of Operations Research
Blockchain Technology Applications and Security
7.79
article

The interplay between blockchain and big data analytics for enhancing supply chain value creation in micro, small, and medium enterprises

Pervaiz Akhtar, Abdul Jabbar, Syed Imran Ali
article en
10 citations

Abstract

Abstract This study explores the interplay between blockchain-based smart contracts and big data analytics for the supply chain value creation of micro, small, and medium enterprises (MSMEs). We implement our Ethereum Virtual Machine (EVM) procedure with the ganache blockchain, and addresses generated by the Metamask wallet. Each supply chain player in the blockchain is assigned a wallet address to observe the hashes created when data is added to the blockchain. Our findings unfold that supply chain value creation emphasises traceability, transparency, security, and profit maximisation interlocked with how effectively companies utilise big data collected through blockchain-based smart contracts. This subsequentially assists managers in using data types and a variety of analytics, spanning from descriptive, diagnostic, predictive, and prescriptive to cognitive analytics. This synergy between the blockchain and the types of analytics provides opportunities to identify new interactions and directions for future research.

Annals of Operations ResearchVol. 350(2)
University of Leicester (GB), Queen Mary University of London (GB), University of Aberdeen (GB), London School of Business and Management (GB), Imperial College London (GB)
Industry, innovation and infrastructure
Openalex Percentile: Top 3%
Blockchain Technology Applications and Security
7.79
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