Business

Big data analytics capability and social innovation: the mediating role of knowledge exploration and exploitation

N. Wang, B. Chen, et al.

This study by Nan Wang, Baolian Chen, Liya Wang, Zhenzhong Ma, and Shan Pan dives into how big data analytics capabilities can enhance social innovation in organizations. It also reveals the crucial mediating roles of knowledge exploration and exploitation. Discover how consistency in these areas can maximize social innovation!

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Playback language: English

Index

Abstract

This study investigates the impact of big data analytics capabilities on social innovation within organizations, exploring the mediating role of knowledge exploration and exploitation. Using data from 354 high-tech companies in China, the study finds that big data analytics management, technology, and personnel capabilities positively affect social innovation. Knowledge exploration and exploitation mediate this relationship. Furthermore, a polynomial regression analysis reveals that social innovation is maximized when knowledge exploration and exploitation are highly consistent, but decreases with inconsistency.

Publisher

Humanities and Social Sciences Communications

Published On

Jul 02, 2024

Authors

Nan Wang, Baolian Chen, Liya Wang, Zhenzhong Ma, Shan Pan

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