Beta
292495

The Interplay between Big Data and Sustainable Performance Management with Multiple-Case Studies

Article

Last updated: 29 Dec 2024

Subjects

-

Tags

الإدارة الإستراتيجية

Abstract

This study proposed the data-driven sustainable performance management model (DD-SPMM) under a big data lens, underpinned by resource-based view (RBV), institutional theory, dynamic capability view (DCV), and contingency theory, to achieve the intent of stakeholder and paradox theories. It utilizes a confirmative research design where 171 responses were collected via questionnaires from the Telecommunication, Automation, and Banking sectors in Egypt. Only 162 responses were deemed valid. The results showed that big data has a statistically major positive impact on the SPM.  Analyzing coefficient values proven that all model hypotheses were generally accepted in three sectors. More importantly, the DD-SPMM has been practically proved to have a strong level of reliability using Cronbach's alpha values and has no auto-correlation problem based on Durbin -Watson values, which increases the generalization for the model. This study contributes to the literature by having an innovative, tested SPM model under a big data lens, considering the interrelationship between model phases.

DOI

10.21608/ajss.2022.292495

Keywords

Big Data, BDAC, SPM, corporate sustainability, DD-SPMM, and phases of SPM under a big data lens

Authors

First Name

Riham

Last Name

Shaltout

MiddleName

-

Affiliation

Faculty of Commerce, Tanta University, Egypt

Email

rihamshaltout@commerce.tanta.edu.eg

City

-

Orcid

-

First Name

Samir Riad

Last Name

Helal

MiddleName

-

Affiliation

Professor of Accounting Information Systems, Tanta University, Egypt

Email

-

City

-

Orcid

-

First Name

Ahmad Abdel-Salam

Last Name

Abu-Musa

MiddleName

-

Affiliation

-

Email

-

City

-

Orcid

-

First Name

Michael

Last Name

Grüning

MiddleName

-

Affiliation

-

Email

-

City

-

Orcid

-

Volume

1

Article Issue

1

Related Issue

40454

Issue Date

2023-01-01

Receive Date

2023-03-28

Publish Date

2023-01-01

Page Start

1

Page End

19

Print ISSN

2974-3524

Online ISSN

2974-3532

Link

https://ajss.journals.ekb.eg/article_292495.html

Detail API

https://ajss.journals.ekb.eg/service?article_code=292495

Order

1

Type

دراسة حالة

Type Code

2,732

Publication Type

Journal

Publication Title

المجلة الأكاديمية للعلوم الإجتماعية

Publication Link

https://ajss.journals.ekb.eg/

MainTitle

The Interplay between Big Data and Sustainable Performance Management with Multiple-Case Studies

Details

Type

Article

Created At

18 Dec 2024