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Abstract

Organizations must employ big data analytics to maintain sustained innovation in the highly dynamic and evolving business landscape. Even though BDA has a transformative power to revolutionize how businesses do things and engage with their customers’ adopting BDA has faced significant challenges, especially in developing countries. This research aims to create a theoretical framework to understand how organizational readiness for BDA can influence sustainable innovation performance. Sampling errors were mitigated through a time-lagged study design, and the data was collected in three phases. The test results using Partial Least Squares Structural Equation Modeling show that organizational readiness is a critical mediator, establishing a robust chain between BDA skills and sustainable innovation performance. The results of this study imply the need for organizational foundation and alignment, which are critical to the compelling strategic deployment of BDA for sustainability innovation performance. Thus, this study can offer a valuable contribution to this topic in the future and a profound implication of the phenomenon at receptive stages.

Details

1009240
Title
Enhancing organizational sustainable innovation performance through organizational readiness for big data analytics
Author
Arshad, Muhammad 1   VIAFID ORCID Logo  ; Qadir, Aneela 2 ; Ahmad, Waqar 3 ; Rafique, Muhammad 4 

 Yunnan University of Finance and Economics, Business school, Kunming, China (GRID:grid.464506.5) (ISNI:0000 0000 8789 406X) 
 Guangzhou Huashang College, School of digital economics and trade, Guangzhou, China (GRID:grid.464506.5) 
 University of Central Punjab, Lahore, Pakistan (GRID:grid.444936.8) (ISNI:0000 0004 0608 9608) 
 Xian Jiaotong University Xian, School of Public Policy and Administration, Xian, China (GRID:grid.43169.39) (ISNI:0000 0001 0599 1243) 
Volume
11
Issue
1
Pages
950
Publication year
2024
Publication date
Dec 2024
Publisher
Springer Nature B.V.
Place of publication
London
Country of publication
Netherlands
e-ISSN
2662-9992
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2024-07-23
Milestone dates
2024-07-01 (Registration); 2023-08-14 (Received); 2024-07-01 (Accepted)
Publication history
 
 
   First posting date
23 Jul 2024
ProQuest document ID
3083769158
Document URL
https://www.proquest.com/scholarly-journals/enhancing-organizational-sustainable-innovation/docview/3083769158/se-2?accountid=208611
Copyright
© The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-11-07
Database
2 databases
  • Coronavirus Research Database
  • ProQuest One Academic