信息治理在大数据分析驱动创新中的作用

The role of information governance in big data analytics driven innovation

INFORMATION & MANAGEMENT · 2020
被引 240 · 同刊同年前 3%
人大 A-ABS 3

中文导读

研究了企业大数据分析能力如何通过信息治理的调节作用影响渐进式和突破式创新能力,基于175名IT和业务经理的调查数据发现,信息治理正向调节大数据分析能力对突破式创新的影响,且在高环境动态性下效果更强。

Abstract

The age of big data analytics is now here, with companies increasingly investing in big data initiatives to foster innovation and outperform competition. Nevertheless, while researchers and practitioners started to examine the shifts that these technologies entail and their overall business value, it is still unclear whether and under what conditions they drive innovation. To address this gap, this study draws on the resource-based view (RBV) of the firm and information governance theory to explore the interplay between a firm’s big data analytics capabilities (BDACs) and their information governance practices in shaping innovation capabilities. We argue that a firm’s BDAC helps enhance two distinct types of innovative capabilities, incremental and radical capabilities, and that information governance positively moderates this relationship. To examine our research model, we analyzed survey data collected from 175 IT and business managers. Results from partial least squares structural equation modelling analysis reveal that BDACs have a positive and significant effect on both incremental and radical innovative capabilities. Our analysis also highlights the important role of information governance, as it positively moderates the relationship between BDAC’s and a firm’s radical innovative capability, while there is a nonsignificant moderating effect for incremental innovation capabilities. Finally, we examine the effect of environmental uncertainty conditions in our model and find that information governance and BDACs have amplified effects under conditions of high environmental dynamism.

大数据分析信息治理企业创新资源基础观