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Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context
The COVID-19 pandemic has disrupted global supply chains and exposed weak links in the chains far beyond what most people have witnessed in their living memory. The scale of disruption affects every nation and industry, and the sudden and dramatic changes in demand and supply that have occurred duri...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9749963/ http://dx.doi.org/10.1016/j.indmarman.2021.05.003 |
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author | Dubey, Rameshwar Bryde, David J. Blome, Constantin Roubaud, David Giannakis, Mihalis |
author_facet | Dubey, Rameshwar Bryde, David J. Blome, Constantin Roubaud, David Giannakis, Mihalis |
author_sort | Dubey, Rameshwar |
collection | PubMed |
description | The COVID-19 pandemic has disrupted global supply chains and exposed weak links in the chains far beyond what most people have witnessed in their living memory. The scale of disruption affects every nation and industry, and the sudden and dramatic changes in demand and supply that have occurred during the pandemic crisis clearly differentiate its impact from other crises. Using the dynamic capabilities view, we studied alliance management capability (AMC) and artificial intelligence (AI) driven supply chain analytics capability (AI-SCAC) as dynamic capabilities, under the moderating effect of environmental dynamism. We tested our four research hypotheses using survey data collected from the Indian auto components manufacturing industry. For data analysis we used Warp PLS 7.0 (a variance-based structural equation modelling tool). We found that alliance management capability under the mediating effect of artificial intelligence-powered supply chain analytics capability enhances the operational and financial performance of the organization. Moreover, we also observed that the alliance management capability has a significant effect on artificial intelligence-powered supply chain analytics capability under the moderating effect of environmental dynamism. The results of our study provide a nuanced understanding of the dynamic capabilities and the relational view of organization. Finally, we noted the limitations of our study and provide numerous research directions that may help answer some of the questions that arise from our study. |
format | Online Article Text |
id | pubmed-9749963 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97499632022-12-15 Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context Dubey, Rameshwar Bryde, David J. Blome, Constantin Roubaud, David Giannakis, Mihalis Industrial Marketing Management Research Paper The COVID-19 pandemic has disrupted global supply chains and exposed weak links in the chains far beyond what most people have witnessed in their living memory. The scale of disruption affects every nation and industry, and the sudden and dramatic changes in demand and supply that have occurred during the pandemic crisis clearly differentiate its impact from other crises. Using the dynamic capabilities view, we studied alliance management capability (AMC) and artificial intelligence (AI) driven supply chain analytics capability (AI-SCAC) as dynamic capabilities, under the moderating effect of environmental dynamism. We tested our four research hypotheses using survey data collected from the Indian auto components manufacturing industry. For data analysis we used Warp PLS 7.0 (a variance-based structural equation modelling tool). We found that alliance management capability under the mediating effect of artificial intelligence-powered supply chain analytics capability enhances the operational and financial performance of the organization. Moreover, we also observed that the alliance management capability has a significant effect on artificial intelligence-powered supply chain analytics capability under the moderating effect of environmental dynamism. The results of our study provide a nuanced understanding of the dynamic capabilities and the relational view of organization. Finally, we noted the limitations of our study and provide numerous research directions that may help answer some of the questions that arise from our study. Elsevier Inc. 2021-07 2021-05-23 /pmc/articles/PMC9749963/ http://dx.doi.org/10.1016/j.indmarman.2021.05.003 Text en © 2021 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Research Paper Dubey, Rameshwar Bryde, David J. Blome, Constantin Roubaud, David Giannakis, Mihalis Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context |
title | Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context |
title_full | Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context |
title_fullStr | Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context |
title_full_unstemmed | Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context |
title_short | Facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the B2B context |
title_sort | facilitating artificial intelligence powered supply chain analytics through alliance management during the pandemic crises in the b2b context |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9749963/ http://dx.doi.org/10.1016/j.indmarman.2021.05.003 |
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