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Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty
The relationship between Analytics Capability of an Organization (ACO) and both Supply Chain Disruption Orientation (SCDO) and Supply Chain Resilience (SCR) in order to achieve adequate operational performance in an era of environmental uncertainty is carried out in this study. Total three hypothese...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8783764/ https://www.ncbi.nlm.nih.gov/pubmed/35095150 http://dx.doi.org/10.1007/s10479-021-04484-4 |
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author | Laguir, Issam Modgil, Sachin Bose, Indranil Gupta, Shivam Stekelorum, Rebecca |
author_facet | Laguir, Issam Modgil, Sachin Bose, Indranil Gupta, Shivam Stekelorum, Rebecca |
author_sort | Laguir, Issam |
collection | PubMed |
description | The relationship between Analytics Capability of an Organization (ACO) and both Supply Chain Disruption Orientation (SCDO) and Supply Chain Resilience (SCR) in order to achieve adequate operational performance in an era of environmental uncertainty is carried out in this study. Total three hypotheses (seven sub-hypotheses) using a survey of 405 respondents are collected via a pre-tested instrument and tested further. Results indicated the influence of ACO on both SCDO and SCR to achieve the desired degree of operational performance. However, under the moderation of environmental uncertainty, the link between ACO and SCDO was not supported, although the link between ACO and SCR was supported and this further enhanced operational performance. Further investigation of unsupported hypotheses using statistical analysis was conducted to gain deeper insights. It is explained how ACO impacted dynamic capabilities to influence operational performance. The contribution to theory of this study lies in explaining the role of dynamic capabilities that emerge from analytics as compared to the traditional view of supply chain classification. Further, the influence of environmental uncertainty on positioning dynamic capabilities strategically to address disruption in supply chains is discussed in the present study. |
format | Online Article Text |
id | pubmed-8783764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-87837642022-01-24 Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty Laguir, Issam Modgil, Sachin Bose, Indranil Gupta, Shivam Stekelorum, Rebecca Ann Oper Res Original Research The relationship between Analytics Capability of an Organization (ACO) and both Supply Chain Disruption Orientation (SCDO) and Supply Chain Resilience (SCR) in order to achieve adequate operational performance in an era of environmental uncertainty is carried out in this study. Total three hypotheses (seven sub-hypotheses) using a survey of 405 respondents are collected via a pre-tested instrument and tested further. Results indicated the influence of ACO on both SCDO and SCR to achieve the desired degree of operational performance. However, under the moderation of environmental uncertainty, the link between ACO and SCDO was not supported, although the link between ACO and SCR was supported and this further enhanced operational performance. Further investigation of unsupported hypotheses using statistical analysis was conducted to gain deeper insights. It is explained how ACO impacted dynamic capabilities to influence operational performance. The contribution to theory of this study lies in explaining the role of dynamic capabilities that emerge from analytics as compared to the traditional view of supply chain classification. Further, the influence of environmental uncertainty on positioning dynamic capabilities strategically to address disruption in supply chains is discussed in the present study. Springer US 2022-01-23 2023 /pmc/articles/PMC8783764/ /pubmed/35095150 http://dx.doi.org/10.1007/s10479-021-04484-4 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Laguir, Issam Modgil, Sachin Bose, Indranil Gupta, Shivam Stekelorum, Rebecca Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
title | Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
title_full | Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
title_fullStr | Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
title_full_unstemmed | Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
title_short | Performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
title_sort | performance effects of analytics capability, disruption orientation, and resilience in the supply chain under environmental uncertainty |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8783764/ https://www.ncbi.nlm.nih.gov/pubmed/35095150 http://dx.doi.org/10.1007/s10479-021-04484-4 |
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