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Big data analytics and innovation in e-commerce: current insights and future directions
Big data analytics (BDA), as a new innovation tool, played an important role in helping businesses to survive and thrive during great crises and mega disruptions like COVID-19 by transitioning to and scaling e-commerce. Accordingly, the main purpose of the current research was to have a meaningful c...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Palgrave Macmillan UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10214350/ http://dx.doi.org/10.1057/s41264-023-00235-7 |
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author | Alsmadi, Ayman Abdalmajeed Shuhaiber, Ahmed Al-Okaily, Manaf Al-Gasaymeh, Anwar Alrawashdeh, Najed |
author_facet | Alsmadi, Ayman Abdalmajeed Shuhaiber, Ahmed Al-Okaily, Manaf Al-Gasaymeh, Anwar Alrawashdeh, Najed |
author_sort | Alsmadi, Ayman Abdalmajeed |
collection | PubMed |
description | Big data analytics (BDA), as a new innovation tool, played an important role in helping businesses to survive and thrive during great crises and mega disruptions like COVID-19 by transitioning to and scaling e-commerce. Accordingly, the main purpose of the current research was to have a meaningful comprehensive overview of BDA and innovation in e-commerce research published in journals indexed by the Scopus database. In order to describe, explore, and analyze the evolution of publication (co-citation, co-authorship, bibliographical coupling, etc.), the bibliometric method has been utilized to analyze 541 documents from the international Scopus database by using different programs such as VOSviewer and Rstudio. The results of this paper show that many researchers in the e-commerce area focused on and applied data analytical solutions to fight the COVID-19 disease and establish preventive actions against it in various innovative manners. In addition, BDA and innovation in e-commerce is an interdisciplinary research field that could be explored from different perspectives and approaches, such as technology, business, commerce, finance, sociology, and economics. Moreover, the research findings are considered an invitation to those data analysts and innovators to contribute more to the body of the literature through high-impact industry-oriented research which can improve the adoption process of big data analytics and innovation in organizations. Finally, this study proposes future research agenda and guidelines suggested to be explored further. |
format | Online Article Text |
id | pubmed-10214350 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Palgrave Macmillan UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102143502023-05-30 Big data analytics and innovation in e-commerce: current insights and future directions Alsmadi, Ayman Abdalmajeed Shuhaiber, Ahmed Al-Okaily, Manaf Al-Gasaymeh, Anwar Alrawashdeh, Najed J Financ Serv Mark Original Article Big data analytics (BDA), as a new innovation tool, played an important role in helping businesses to survive and thrive during great crises and mega disruptions like COVID-19 by transitioning to and scaling e-commerce. Accordingly, the main purpose of the current research was to have a meaningful comprehensive overview of BDA and innovation in e-commerce research published in journals indexed by the Scopus database. In order to describe, explore, and analyze the evolution of publication (co-citation, co-authorship, bibliographical coupling, etc.), the bibliometric method has been utilized to analyze 541 documents from the international Scopus database by using different programs such as VOSviewer and Rstudio. The results of this paper show that many researchers in the e-commerce area focused on and applied data analytical solutions to fight the COVID-19 disease and establish preventive actions against it in various innovative manners. In addition, BDA and innovation in e-commerce is an interdisciplinary research field that could be explored from different perspectives and approaches, such as technology, business, commerce, finance, sociology, and economics. Moreover, the research findings are considered an invitation to those data analysts and innovators to contribute more to the body of the literature through high-impact industry-oriented research which can improve the adoption process of big data analytics and innovation in organizations. Finally, this study proposes future research agenda and guidelines suggested to be explored further. Palgrave Macmillan UK 2023-05-26 /pmc/articles/PMC10214350/ http://dx.doi.org/10.1057/s41264-023-00235-7 Text en © The Author(s), under exclusive licence to Springer Nature Limited 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 Article Alsmadi, Ayman Abdalmajeed Shuhaiber, Ahmed Al-Okaily, Manaf Al-Gasaymeh, Anwar Alrawashdeh, Najed Big data analytics and innovation in e-commerce: current insights and future directions |
title | Big data analytics and innovation in e-commerce: current insights and future directions |
title_full | Big data analytics and innovation in e-commerce: current insights and future directions |
title_fullStr | Big data analytics and innovation in e-commerce: current insights and future directions |
title_full_unstemmed | Big data analytics and innovation in e-commerce: current insights and future directions |
title_short | Big data analytics and innovation in e-commerce: current insights and future directions |
title_sort | big data analytics and innovation in e-commerce: current insights and future directions |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10214350/ http://dx.doi.org/10.1057/s41264-023-00235-7 |
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