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Big Data Analytics and Firm Performance: An Empirical Investigation of Direct and Mediating Effects

Article

Last updated: 27 Dec 2024

Subjects

-

Tags

علوم المحاسبة وإدارة الأعمال

Abstract

The development of cloud computing, the internet of things, and social media has increased the volume of data, which cannot be stored or analyzed by traditional data analytics techniques. Therefore, big data analytics has become an essential tool for dealing with big data. This study examined the relationship between big data analytics and both market and financial performance, with the mediating effect of strategic decision quality. Based on 150 observations of Egyptian banks that use BDA and those that do not use BDA. The results showed that strategic decision quality, financial, and market performance had been improved because of the adoption of BDA. In addition, the financial and market performance were higher after the adoption of BDA than before the adoption of BDA. They were also higher for the banks that use BDA than those that do not use BDA. Finally, the results indicated that strategic decision quality has a mediating effect on the relationship between BDA and firm performance.

DOI

10.21608/zcom.2022.140642.1142

Keywords

Big Data, Big Data Analytics, Financial Performance, market performance, strategic decision quality

Authors

First Name

داليا مرسى محمد حسن

Last Name

رشيد

MiddleName

-

Affiliation

Faculty of commerce-Alexandria Universit

Email

dalia.rasheed@alexu.edu.eg

City

Alexandria

Orcid

0000-0001-6354-3529

Volume

44

Article Issue

4

Related Issue

38232

Issue Date

2022-10-01

Receive Date

2022-05-24

Publish Date

2022-10-01

Page Start

37

Page End

77

Print ISSN

1110-7731

Online ISSN

2735-4512

Link

https://zcom.journals.ekb.eg/article_257229.html

Detail API

https://zcom.journals.ekb.eg/service?article_code=257229

Order

17

Type

تجاریة کل ما یتعلق بالعلوم التجاریة

Type Code

1,572

Publication Type

Journal

Publication Title

مجلة البحوث التجارية

Publication Link

https://zcom.journals.ekb.eg/

MainTitle

Big Data Analytics and Firm Performance: An Empirical Investigation of Direct and Mediating Effects

Details

Type

Article

Created At

23 Jan 2023