Leveraging Big Data Analytics Capability for Firm Innovativeness: The Role of Sustained Innovation and Organizational Slack

In the era of digital transformation and data-driven decision-making, big data analytics capability (BDAC) is crucial for firms to enhance innovation and sustainable competitive advantage in highly dynamic markets. Grounded in dynamic capability theory, this study used a moderated mediation model to explore the impact of BDAC on innovativeness. Empirical analysis was conducted by using survey data from 270 enterprises to test the hypotheses. The results reveal that BDAC significantly and positively influences innovativeness, and sustained innovation mediates this relationship. Moreover, organizational slack positively moderates the effect of BDAC on innovativeness, both the direct effect and indirect effect. These findings provide theoretical support and practical implications for understanding how BDAC enhances firm innovativeness.

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Publication Details

Journal
Systems
Published
2025-08-22
DOI
https://doi.org/10.3390/systems13090730
Citations
1
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
2.28

Funders

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article

Leveraging Big Data Analytics Capability for Firm Innovativeness: The Role of Sustained Innovation and Organizational Slack

Yitong Xu, Chunjia Hu, Pengbin Gao
1 citations
Systems
Big Data and Business Intelligence
2.28
article

Leveraging Big Data Analytics Capability for Firm Innovativeness: The Role of Sustained Innovation and Organizational Slack

Yitong Xu, Chunjia Hu, Pengbin Gao
article en
1 citations

Abstract

In the era of digital transformation and data-driven decision-making, big data analytics capability (BDAC) is crucial for firms to enhance innovation and sustainable competitive advantage in highly dynamic markets. Grounded in dynamic capability theory, this study used a moderated mediation model to explore the impact of BDAC on innovativeness. Empirical analysis was conducted by using survey data from 270 enterprises to test the hypotheses. The results reveal that BDAC significantly and positively influences innovativeness, and sustained innovation mediates this relationship. Moreover, organizational slack positively moderates the effect of BDAC on innovativeness, both the direct effect and indirect effect. These findings provide theoretical support and practical implications for understanding how BDAC enhances firm innovativeness.

SystemsVol. 13(9)
Harbin Institute of Technology (CN)
Department of Science and Technology of Shandong Province, National Natural Science Foundation of China, Ministry of Science and Technology, Taiwan, Natural Science Foundation of Shandong Province
Openalex Percentile: Top 10%
Big Data and Business Intelligence
2.28
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