Get 20M+ Full-Text Papers For Less Than $1.50/day. Start a 14-Day Trial for You or Your Team.

Learn More →

Influence of intellectual capital and integration on operational performance: big data analytical capability perspectives

Influence of intellectual capital and integration on operational performance: big data analytical... In the digital economy, as artificial intelligence applications increase, big data analytical capability (BDAC) plays a crucial role, and intellectual capital is growing in importance. This study aims to examine the possible benefits and effects of intellectual capital, BDAC and integrations on operational performance.Design/methodology/approachThis study collected data from firms in Asia, and a total of 257 senior managers completed a questionnaire. Confirmatory factor analysis and structural equation modeling (SEM) is used for statistical analysis.FindingsIntellectual capital positively correlates with BDAC, and BDAC positively relates to internal integration but not to external integration. Furthermore, both internal integration and external integration positively correlate with operational performance. This study supports that internal integration is a significant mediator in the influence of BDAC on operational performance.Practical implicationsFirst, the authors provide empirical evidence that intelligent capital in intangible resources helps firms to build BDAC. Second, this study stresses the importance of BDAC in business, which enhances the integration of the whole supply chain and results in superior operational performance.Originality/valueThis is a first attempt from the perspective of intelligent capital and uses SEM to emphasize the relationships among BDAC, supply chain integration and performance based on unique and irreplaceable intangible resources, thus providing a new perspective on the contributing factors of BDAC. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Chinese Management Studies Emerald Publishing

Influence of intellectual capital and integration on operational performance: big data analytical capability perspectives

Chen, Chun-Hsi Vivian; Chen, Yu-Cheng
Chinese Management Studies , Volume 16 (3): 20 – May 13, 2022
Download PDF
20 pages

Loading next page...
 
/lp/emerald-publishing/influence-of-intellectual-capital-and-integration-on-operational-7Uge2tGMnv

References (83)

Publisher
Emerald Publishing
Copyright
© Emerald Publishing Limited
ISSN
1750-614X
eISSN
1750-614X
DOI
10.1108/cms-02-2021-0037
Publisher site
See Article on Publisher Site

Abstract

In the digital economy, as artificial intelligence applications increase, big data analytical capability (BDAC) plays a crucial role, and intellectual capital is growing in importance. This study aims to examine the possible benefits and effects of intellectual capital, BDAC and integrations on operational performance.Design/methodology/approachThis study collected data from firms in Asia, and a total of 257 senior managers completed a questionnaire. Confirmatory factor analysis and structural equation modeling (SEM) is used for statistical analysis.FindingsIntellectual capital positively correlates with BDAC, and BDAC positively relates to internal integration but not to external integration. Furthermore, both internal integration and external integration positively correlate with operational performance. This study supports that internal integration is a significant mediator in the influence of BDAC on operational performance.Practical implicationsFirst, the authors provide empirical evidence that intelligent capital in intangible resources helps firms to build BDAC. Second, this study stresses the importance of BDAC in business, which enhances the integration of the whole supply chain and results in superior operational performance.Originality/valueThis is a first attempt from the perspective of intelligent capital and uses SEM to emphasize the relationships among BDAC, supply chain integration and performance based on unique and irreplaceable intangible resources, thus providing a new perspective on the contributing factors of BDAC.

Journal

Chinese Management Studies – Emerald Publishing

Published: May 13, 2022

Keywords: Integration; Intellectual capital; Big data analytical capability

There are no references for this article.