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Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the Shannon entropy

Sutrisno, Agung; Kumar, Vikas

Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the Shannon entropy Thumbnail


Authors

Agung Sutrisno



Abstract

Purpose: This study proposes a new model for assessing supply chain sustainability risk integrating subjectivity and objectivity of decision-maker. Research has shown the vacancy of study in dealing with the above issue. To fill this research gap, a new decision support model considering the subjectivity and objectivity of decision-makers in assigning the weight of the supply chain risk reprioritization criteria is presented and demonstrated using a case example. Design/methodology/approach: This study adopts a new decision support model for assessing supply chain sustainability risk based on additional failure mode and effect analysis (FMEA) parameters and its integration with preference selection index (PSI) methodology and the Shannon entropy. A case example of the supply chain small and medium enterprise (SME) producing handy crafts has been used in this study. Findings: The result of the study reveals critical sustainability risk dimensions and their risk elements demanding management attention to support realization to a more sustainable business operation. Research limitations/implications: The use of a single case study is often associated as a limitation in the research studies, and this study is based on findings from SMEs in the handy craft sector in a developing country. Nonetheless, future studies may focus on replicating this study using more samples. This preliminary study provides academics and practitioners with an exemplar of supply chain sustainability risk assessment from the SME in a developing country. Practical implications: The result of this study is beneficial for practitioners, particularly owner-managers of SMEs who can use this study as guidance on how to identify and select the critical sustainability risks and plan mitigating strategies accordingly. Originality/value: Scientific effort on appraising criticality of supply chain sustainability risks considering subjectivity and objectivity of decision-maker simultaneously is missing in earlier studies. To the best of the author’s knowledge, this is the first paper applying the PSI and Shannon entropy method and using it for evaluating the impact of supply chain risk based on five sustainability pillars. The findings and suggestions for future research initiatives will provide new insights for scholars and practitioners in managing SME supply chain sustainability risks.

Citation

Sutrisno, A., & Kumar, V. (2023). Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the Shannon entropy. International Journal of Quality and Reliability Management, 40(3), 674-708. https://doi.org/10.1108/IJQRM-06-2021-0191

Journal Article Type Article
Acceptance Date Dec 15, 2021
Online Publication Date Jan 19, 2022
Publication Date Feb 24, 2023
Deposit Date Dec 19, 2021
Publicly Available Date Mar 29, 2024
Journal International Journal of Quality and Reliability Management
Print ISSN 0265-671X
Publisher Emerald
Peer Reviewed Peer Reviewed
Volume 40
Issue 3
Pages 674-708
DOI https://doi.org/10.1108/IJQRM-06-2021-0191
Keywords Supply Chain Sustainability, Sustainability Risk, PSI
Public URL https://uwe-repository.worktribe.com/output/8277395

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Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the shannon entropy (147 Kb)
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http://creativecommons.org/licenses/by-nc/4.0/

Publisher Licence URL
http://creativecommons.org/licenses/by-nc/4.0/

Copyright Statement
This is the authors accepted manuscript of the article 'Sutrisno, A., & Kumar, V. (2023). Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the Shannon entropy. International Journal of Quality and Reliability Management, 40(3), 674-708'.

DOI: https://doi.org/10.1108/IJQRM-06-2021-0191

The final published version is available here: https://www.emerald.com/insight/content/doi/10.1108/IJQRM-06-2021-0191/full/html

This author accepted manuscript is deposited under a Creative Commons Attribution Non-commercial 4.0 International (CC BY-NC) licence. This means that anyone may distribute, adapt, and build upon the work for non-commercial purposes, subject to full attribution. If you wish to use this manuscript for commercial purposes, please contact permissions@emerald.com.


Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the shannon entropy (670 Kb)
PDF

Licence
http://creativecommons.org/licenses/by-nc/4.0/

Publisher Licence URL
http://creativecommons.org/licenses/by-nc/4.0/

Copyright Statement
This is the authors accepted manuscript of the article 'Sutrisno, A., & Kumar, V. (2023). Supply chain sustainability risk assessment model using integration of the preference selection index (PSI) and the Shannon entropy. International Journal of Quality and Reliability Management, 40(3), 674-708'.

DOI: https://doi.org/10.1108/IJQRM-06-2021-0191

The final published version is available here: https://www.emerald.com/insight/content/doi/10.1108/IJQRM-06-2021-0191/full/html


This author accepted manuscript is deposited under a Creative Commons Attribution Non-commercial 4.0 International (CC BY-NC) licence. This means that anyone may distribute, adapt, and build upon the work for non-commercial purposes, subject to full attribution. If you wish to use this manuscript for commercial purposes, please contact permissions@emerald.com.







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