Big data analytics adoption: determinants and performances among small to medium-sized enterprises

Big data analytics (BDA) adoption is a game-changer in the current industrial environment for precision decision-making and optimal performance. Nonetheless, the determinants or consequences of its adoption in small and medium enterprises remain unclear, hence the objective of this study. Data analy...

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Main Authors: Maroufkhani, Parisa, Tseng, Ming Lang, Iranmanesh, Mohammad, Wan Ismail, Wan Khairuzzaman, Khalid, Haliyana
Format: Article
Published: Elsevier Ltd 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/91382/
http://dx.doi.org/10.1016/j.ijinfomgt.2020.102190
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spelling my.utm.913822021-06-30T12:08:35Z http://eprints.utm.my/id/eprint/91382/ Big data analytics adoption: determinants and performances among small to medium-sized enterprises Maroufkhani, Parisa Tseng, Ming Lang Iranmanesh, Mohammad Wan Ismail, Wan Khairuzzaman Khalid, Haliyana HF Commerce Big data analytics (BDA) adoption is a game-changer in the current industrial environment for precision decision-making and optimal performance. Nonetheless, the determinants or consequences of its adoption in small and medium enterprises remain unclear, hence the objective of this study. Data analysis of 171 Iranian small and medium manufacturing firms revealed that complexity, uncertainty and insecurity, trialability, observability, top management support, organizational readiness, and external support affect significantly on BDA adoption. The findings confirm the strong impact of BDA adoption in small to medium-sized enterprises, marketing and financial, performance enhancement. Understanding the drivers of BDA adoption helps managers to employ appropriate initiatives that are vital for effective implementation. The results enable BDA service providers to attract and diffuse BDA in small to medium-sized enterprises. Elsevier Ltd 2020-10 Article PeerReviewed Maroufkhani, Parisa and Tseng, Ming Lang and Iranmanesh, Mohammad and Wan Ismail, Wan Khairuzzaman and Khalid, Haliyana (2020) Big data analytics adoption: determinants and performances among small to medium-sized enterprises. International Journal of Information Management, 54 . ISSN 0268-4012 http://dx.doi.org/10.1016/j.ijinfomgt.2020.102190 DOI:10.1016/j.ijinfomgt.2020.102190
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic HF Commerce
spellingShingle HF Commerce
Maroufkhani, Parisa
Tseng, Ming Lang
Iranmanesh, Mohammad
Wan Ismail, Wan Khairuzzaman
Khalid, Haliyana
Big data analytics adoption: determinants and performances among small to medium-sized enterprises
description Big data analytics (BDA) adoption is a game-changer in the current industrial environment for precision decision-making and optimal performance. Nonetheless, the determinants or consequences of its adoption in small and medium enterprises remain unclear, hence the objective of this study. Data analysis of 171 Iranian small and medium manufacturing firms revealed that complexity, uncertainty and insecurity, trialability, observability, top management support, organizational readiness, and external support affect significantly on BDA adoption. The findings confirm the strong impact of BDA adoption in small to medium-sized enterprises, marketing and financial, performance enhancement. Understanding the drivers of BDA adoption helps managers to employ appropriate initiatives that are vital for effective implementation. The results enable BDA service providers to attract and diffuse BDA in small to medium-sized enterprises.
format Article
author Maroufkhani, Parisa
Tseng, Ming Lang
Iranmanesh, Mohammad
Wan Ismail, Wan Khairuzzaman
Khalid, Haliyana
author_facet Maroufkhani, Parisa
Tseng, Ming Lang
Iranmanesh, Mohammad
Wan Ismail, Wan Khairuzzaman
Khalid, Haliyana
author_sort Maroufkhani, Parisa
title Big data analytics adoption: determinants and performances among small to medium-sized enterprises
title_short Big data analytics adoption: determinants and performances among small to medium-sized enterprises
title_full Big data analytics adoption: determinants and performances among small to medium-sized enterprises
title_fullStr Big data analytics adoption: determinants and performances among small to medium-sized enterprises
title_full_unstemmed Big data analytics adoption: determinants and performances among small to medium-sized enterprises
title_sort big data analytics adoption: determinants and performances among small to medium-sized enterprises
publisher Elsevier Ltd
publishDate 2020
url http://eprints.utm.my/id/eprint/91382/
http://dx.doi.org/10.1016/j.ijinfomgt.2020.102190
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score 13.19449