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Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]

The rising demand for Big Data Analytics (BDA) is essential for maintaining market competitiveness, providing valuable insights and opportunities for smarter business decisions and efficient operations. While big data offers several benefits, organisations in Malaysia are still in the infancy stage...

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Main Authors: Tajul Urus, Sharina, Rahmat, Fahzilah, Othman, Intan Waheedah, Syed Mustapha Nazri, Sharifah Nazatul Faiza, Abdul Rasit, Zarinah
Format: Article
Language:English
Published: Accounting Research Institute (ARI) and UiTM Press, Universiti Teknologi MARA 2024
Subjects:
Electronic Computers. Computer Science
T Technology (General)
Online Access:https://ir.uitm.edu.my/id/eprint/105790/1/105790.pdf
https://ir.uitm.edu.my/id/eprint/105790/
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spelling my.uitm.ir.1057902024-11-07T07:46:56Z https://ir.uitm.edu.my/id/eprint/105790/ Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.] apmaj Tajul Urus, Sharina Rahmat, Fahzilah Othman, Intan Waheedah Syed Mustapha Nazri, Sharifah Nazatul Faiza Abdul Rasit, Zarinah Electronic Computers. Computer Science T Technology (General) The rising demand for Big Data Analytics (BDA) is essential for maintaining market competitiveness, providing valuable insights and opportunities for smarter business decisions and efficient operations. While big data offers several benefits, organisations in Malaysia are still in the infancy stage of adopting the technology. This study aimed to examine the determinant factors of Technology-Organization-Environment (TOE) in relation to the Big Data Analytics deployment by Malaysian organizations. Based on the TOE Framework, a survey questionnaire was distributed via email and google form to the existing companies in the manufacturing and service industries in Klang Valley. A total 116 responses were received. The study revealed that the deployment of BDA in Malaysia's manufacturing and service sectors was influenced by seven determinant factors (relative benefit, compatibility, organisational resources, top management support, competition intensity, regulatory support, and external support), while technological complexity and organisation size were not significant. Findings from the study provide a comprehensive analysis of factors influencing BDA technology adoption, utilizing the TOE as the comprehensive model to assist practitioners in making informed decisions. The study extended the utilisation of the TOE framework from the wider dimension that emphasised the technological aspect such as technology readiness, the usefulness of the technology, the complexity and technology compatibility within the organisation. From the practical perspective, this study provides an avenue for practitioners to learn the fundamentals of BDA adoption in various industries resulted in time and cost saving prior to effective decision making. The findings also highlight the government's crucial role in facilitating businesses' implementation of BDA, offering suggestions on incentives, precise standards, and lenient rules. Accounting Research Institute (ARI) and UiTM Press, Universiti Teknologi MARA 2024-08 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/105790/1/105790.pdf Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]. (2024) Asia-Pacific Management Accounting Journal (APMAJ) <https://ir.uitm.edu.my/view/publication/Asia-Pacific_Management_Accounting_Journal_=28APMAJ=29/>, 19 (2): 4. pp. 57-92. ISSN 2550-1631
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Electronic Computers. Computer Science
T Technology (General)
spellingShingle Electronic Computers. Computer Science
T Technology (General)
Tajul Urus, Sharina
Rahmat, Fahzilah
Othman, Intan Waheedah
Syed Mustapha Nazri, Sharifah Nazatul Faiza
Abdul Rasit, Zarinah
Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]
description The rising demand for Big Data Analytics (BDA) is essential for maintaining market competitiveness, providing valuable insights and opportunities for smarter business decisions and efficient operations. While big data offers several benefits, organisations in Malaysia are still in the infancy stage of adopting the technology. This study aimed to examine the determinant factors of Technology-Organization-Environment (TOE) in relation to the Big Data Analytics deployment by Malaysian organizations. Based on the TOE Framework, a survey questionnaire was distributed via email and google form to the existing companies in the manufacturing and service industries in Klang Valley. A total 116 responses were received. The study revealed that the deployment of BDA in Malaysia's manufacturing and service sectors was influenced by seven determinant factors (relative benefit, compatibility, organisational resources, top management support, competition intensity, regulatory support, and external support), while technological complexity and organisation size were not significant. Findings from the study provide a comprehensive analysis of factors influencing BDA technology adoption, utilizing the TOE as the comprehensive model to assist practitioners in making informed decisions. The study extended the utilisation of the TOE framework from the wider dimension that emphasised the technological aspect such as technology readiness, the usefulness of the technology, the complexity and technology compatibility within the organisation. From the practical perspective, this study provides an avenue for practitioners to learn the fundamentals of BDA adoption in various industries resulted in time and cost saving prior to effective decision making. The findings also highlight the government's crucial role in facilitating businesses' implementation of BDA, offering suggestions on incentives, precise standards, and lenient rules.
format Article
author Tajul Urus, Sharina
Rahmat, Fahzilah
Othman, Intan Waheedah
Syed Mustapha Nazri, Sharifah Nazatul Faiza
Abdul Rasit, Zarinah
author_facet Tajul Urus, Sharina
Rahmat, Fahzilah
Othman, Intan Waheedah
Syed Mustapha Nazri, Sharifah Nazatul Faiza
Abdul Rasit, Zarinah
author_sort Tajul Urus, Sharina
title Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]
title_short Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]
title_full Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]
title_fullStr Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]
title_full_unstemmed Application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / Sharina Tajul Urus ... [et al.]
title_sort application of the technology- organization- environment framework on big data analytics deployment in manufacturing and service / sharina tajul urus ... [et al.]
publisher Accounting Research Institute (ARI) and UiTM Press, Universiti Teknologi MARA
publishDate 2024
url https://ir.uitm.edu.my/id/eprint/105790/1/105790.pdf
https://ir.uitm.edu.my/id/eprint/105790/
_version_ 1817847103714492416
score 13.223943

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