Loughborough University
Browse

Sustainable supply chain finance and supply networks: the role of artificial intelligence

Download (654.2 kB)
journal contribution
posted on 2024-11-13, 14:30 authored by Femi Olan, Emmanuel Ogiemwonyi Arakpogun, Uchitha JayawickramaUchitha Jayawickrama, Jana Suklan, Shaofeng Liu
Supply chain finance (SCF) is receiving increasing awareness in research as a result of uncertainties in the global financing for supply chain (SC). There are limited and fragmented studies in the implementations of financial services in SC management. This article builds on recovery from the financial crisis of 2008 and posts COVID-19 pandemic, where uncertainties crippled SCF providers and brokers services. At the same time, cutting-edge technological advancements such as Artificial Intelligence (AI) are revolutionizing the processes of business ecosystem in which SCF is entrenched. This article thus adopts a fuzzy set theoretical approach to unpack the entities relationship validity for sustainable SCF mate-framework, and the originality of AI concepts to sustainable SCF to identify the issues and inefficiencies. The results indicate that AI contributes significant economic opportunities and deliver the most effective utilization of the supply networks. In addition, the article provides a theoretical contribution to financing in SC and broadens the managerial implications in improving performance.

History

School

  • Loughborough Business School

Published in

IEEE Transactions on Engineering Management

Volume

17

Pages

13296 - 13311

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Version

  • AM (Accepted Manuscript)

Rights holder

© IEEE

Publisher statement

Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Acceptance date

2021-11-23

Publication date

2022-01-04

Copyright date

2022

ISSN

0018-9391

eISSN

1558-0040

Language

  • en

Depositor

Dr Uchitha Jayawickrama. Deposit date: 6 January 2022

Usage metrics

    Loughborough Publications

    Categories

    No categories selected

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC