360096

How and when do big data analytics pay off? The role of value creation and market turbulence

Article

Last updated: 04 Jan 2025

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Abstract

Based on the dynamic view, our paper seeks to explore the impact of big data analytics usage (BDA) on the value creation in the supply chain management field. It also explores the moderating role of market turbulence on the relationships between the BDA usage and asset productivity and business growth. We gathered data from supply chain managers in the Egyptian context from various industries (i.e., “Building Material & Construction, Chemicals, Electrical Equipment & Engineering, Food & Beverage, Housing & Real Estate, Textiles & Clothing". We managed to gather data from 489 participants and the data were analyzed through structural equation modelling to test our proposed hypotheses. The analysis revealed that BDA has a significant and positive effect on asset productivity and business growth. Our study also indicated that the links among BDA, asset productivity, and business growth were moderated by market turbulence. Our examination offers meaningful insights for manager to understand the significant impact of BDA on value creation in the supply chain management context.

DOI

10.21608/cfdj.2024.272312.1918

Keywords

Big Data Analytics, asset productivity, Business growth, Market turbulence, and Dynamic capabilities theory

Authors

First Name

Ziad

Last Name

H. Abdelmoety

MiddleName

-

Affiliation

Assiut University

Email

ziad.hassan@aun.edu.eg

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Volume

5

Article Issue

2

Related Issue

48284

Issue Date

2024-07-01

Receive Date

2024-02-24

Publish Date

2024-07-01

Page Start

577

Page End

610

Print ISSN

2682-3403

Online ISSN

2682-4531

Link

https://cfdj.journals.ekb.eg/article_360096.html

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https://cfdj.journals.ekb.eg/service?article_code=360096

Order

360,096

Type

المقالة الأصلية

Type Code

1,242

Publication Type

Journal

Publication Title

المجلة العلمية للدراسات والبحوث المالية والتجارية

Publication Link

https://cfdj.journals.ekb.eg/

MainTitle

How and when do big data analytics pay off? The role of value creation and market turbulence

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Article

Created At

25 Dec 2024