Cargando…
Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership
Due to the COVID-19 pandemic, there is an unprecedented crisis for businesses. The small and medium enterprises (SMEs) have been impacted even more, due to their limited resources. Extant literature has prescribed many treatments on how SMEs could survive in post COVID-19 situation, but studies did...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758005/ https://www.ncbi.nlm.nih.gov/pubmed/36569991 http://dx.doi.org/10.1016/j.cie.2022.108058 |
_version_ | 1784851947303469056 |
---|---|
author | Chatterjee, Sheshadri Chaudhuri, Ranjan Shah, Mahmood Maheshwari, Pratik |
author_facet | Chatterjee, Sheshadri Chaudhuri, Ranjan Shah, Mahmood Maheshwari, Pratik |
author_sort | Chatterjee, Sheshadri |
collection | PubMed |
description | Due to the COVID-19 pandemic, there is an unprecedented crisis for businesses. The small and medium enterprises (SMEs) have been impacted even more, due to their limited resources. Extant literature has prescribed many treatments on how SMEs could survive in post COVID-19 situation, but studies did not analyse how big data driven innovation could improve supply chain management (SCM) process in the post COVID-19 pandemic under the moderating influence of SME technology leadership support. Thus, there is a research gap in this important domain. The aim of this study is to examine the impact of big data driven innovation and technology capability of the SME on its supply chain system. The study also investigates the moderating role of SME technology leadership support on SME performance in the post COVID-19 scenario. With the help of literature and resource-based view (RBV) and dynamic capability view (DCV) theory, a theoretical model has been developed conceptually. Later the model is validated using structural equation modelling (SEM) technique with 327 usable respondents from SMEs from India. The study found that both big data driven innovation and the techno-functional capability of SME impacts supply chain capability which in turn impacts the SME performance in the post COVID-19 scenario. The study also finds that there will be a moderating impact of SME technology leadership support on SME performance. |
format | Online Article Text |
id | pubmed-9758005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97580052022-12-19 Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership Chatterjee, Sheshadri Chaudhuri, Ranjan Shah, Mahmood Maheshwari, Pratik Comput Ind Eng Article Due to the COVID-19 pandemic, there is an unprecedented crisis for businesses. The small and medium enterprises (SMEs) have been impacted even more, due to their limited resources. Extant literature has prescribed many treatments on how SMEs could survive in post COVID-19 situation, but studies did not analyse how big data driven innovation could improve supply chain management (SCM) process in the post COVID-19 pandemic under the moderating influence of SME technology leadership support. Thus, there is a research gap in this important domain. The aim of this study is to examine the impact of big data driven innovation and technology capability of the SME on its supply chain system. The study also investigates the moderating role of SME technology leadership support on SME performance in the post COVID-19 scenario. With the help of literature and resource-based view (RBV) and dynamic capability view (DCV) theory, a theoretical model has been developed conceptually. Later the model is validated using structural equation modelling (SEM) technique with 327 usable respondents from SMEs from India. The study found that both big data driven innovation and the techno-functional capability of SME impacts supply chain capability which in turn impacts the SME performance in the post COVID-19 scenario. The study also finds that there will be a moderating impact of SME technology leadership support on SME performance. Elsevier Ltd. 2022-06 2022-03-04 /pmc/articles/PMC9758005/ /pubmed/36569991 http://dx.doi.org/10.1016/j.cie.2022.108058 Text en © 2022 Elsevier Ltd. 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 | Article Chatterjee, Sheshadri Chaudhuri, Ranjan Shah, Mahmood Maheshwari, Pratik Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership |
title | Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership |
title_full | Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership |
title_fullStr | Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership |
title_full_unstemmed | Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership |
title_short | Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership |
title_sort | big data driven innovation for sustaining sme supply chain operation in post covid-19 scenario: moderating role of sme technology leadership |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758005/ https://www.ncbi.nlm.nih.gov/pubmed/36569991 http://dx.doi.org/10.1016/j.cie.2022.108058 |
work_keys_str_mv | AT chatterjeesheshadri bigdatadriveninnovationforsustainingsmesupplychainoperationinpostcovid19scenariomoderatingroleofsmetechnologyleadership AT chaudhuriranjan bigdatadriveninnovationforsustainingsmesupplychainoperationinpostcovid19scenariomoderatingroleofsmetechnologyleadership AT shahmahmood bigdatadriveninnovationforsustainingsmesupplychainoperationinpostcovid19scenariomoderatingroleofsmetechnologyleadership AT maheshwaripratik bigdatadriveninnovationforsustainingsmesupplychainoperationinpostcovid19scenariomoderatingroleofsmetechnologyleadership |