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

被引:1
作者
Jabbar, Abdul [1 ]
Akhtar, Pervaiz [2 ,3 ]
Ali, Syed Imran [4 ]
机构
[1] Univ Leicester, Univ Leicester Sch Business, Leicester, England
[2] Univ Aberdeen, Univ Aberdeen Business Sch, Kings Coll, Aberdeen AB24 5UA, Scotland
[3] Imperial Coll London, London SW7 2BU, England
[4] Queen Mary Univ London, Sch Business & Management, 4th Floor Bancroft Bldg,Mile End Rd, London E1 4NS, England
关键词
Blockchain; Smart contracts; Big data analytics; Supply chain value creation; Micro; small and medium enterprises; TECHNOLOGY; FUTURE;
D O I
10.1007/s10479-024-06415-5
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
收藏
页码:649 / 671
页数:23
相关论文
共 92 条
[31]   Drivers and barriers of Industry 4.0 technology adoption among manufacturing SMEs: a systematic review and transformation roadmap [J].
Ghobakhloo, Morteza ;
Iranmanesh, Mohammad ;
Vilkas, Mantas ;
Grybauskas, Andrius ;
Amran, Azlan .
JOURNAL OF MANUFACTURING TECHNOLOGY MANAGEMENT, 2022, 33 (06) :1029-1058
[32]   A blockchain-based system for a network design problem considering pricing decisions and sustainability [J].
Ghomi-Avili, Morteza ;
Niaki, Seyed Taghi Akhavan ;
Tavakkoli-Moghaddam, Reza .
JOURNAL OF CLEANER PRODUCTION, 2023, 423
[33]   Big data for corporate social responsibility: blockchain use in Gioia del Colle DOP [J].
Giacalone M. ;
Santarcangelo V. ;
Donvito V. ;
Schiavone O. ;
Massa E. .
Quality & Quantity, 2021, 55 (6) :1945-1971
[34]   MadMax: Surviving Out-of-Gas Conditions in Ethereum Smart Contracts [J].
Grech, Neville ;
Kong, Michael ;
Jurisevic, Anton ;
Brent, Lexi ;
Scholz, Bernhard ;
Smaragdakis, Yannis .
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL, 2018, 2 (OOPSLA)
[35]   A blockchain-enabled solution to improve intra-inter organizational innovation processes in software small medium enterprises [J].
Gupta, Chetna ;
Gupta, Varun ;
Fernandez-Crehuet, Jose Maria .
ENGINEERING REPORTS, 2023, 5 (07)
[36]   Managing food security using blockchain-enabled traceability system [J].
Gupta, Rachita ;
Shankar, Ravi .
BENCHMARKING-AN INTERNATIONAL JOURNAL, 2024, 31 (01) :53-74
[37]   A secure fish farm platform based on blockchain for agriculture data integrity [J].
Hang, Lei ;
Ullah, Israr ;
Kim, Do-Hyeun .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 170
[38]   Implementation of relevant fourth industrial revolution innovations across the supply chain of fruits and vegetables: A short update on Traceability 4.0 [J].
Hassoun, Abdo ;
Kamiloglu, Senem ;
Garcia-Garcia, Guillermo ;
Parra-Lopez, Carlos ;
Trollman, Hana ;
Jagtap, Sandeep ;
Aadil, Rana Muhammad ;
Esatbeyoglu, Tuba .
FOOD CHEMISTRY, 2023, 409
[39]   Marketing without trust?-Blockchain technologies in the sharing economy as assemblage and pharmakon [J].
Haynes, Paul ;
Hietanen, Joel .
JOURNAL OF BUSINESS RESEARCH, 2023, 163
[40]   An investigation into emerging industry 4.0 technologies as drivers of supply chain innovation in Australia [J].
Hopkins, John L. .
COMPUTERS IN INDUSTRY, 2021, 125