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

Chun Hsi Vivian Chen, Yu Cheng Chen

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Purpose: 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/approach: This 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. Findings: Intellectual 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 implications: First, 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/value: This 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.

Original languageEnglish
Pages (from-to)551-570
Number of pages20
JournalChinese Management Studies
Volume16
Issue number3
DOIs
StatePublished - 13 May 2022

Keywords

  • Big data analytical capability
  • Integration
  • Intellectual capital

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