The intermediating role of organizational culture and internal analytical knowledge between the capability of big data analytics and a firm's performance

被引:100
|
作者
Upadhyay, Parijat [1 ]
Kumar, Anup [2 ]
机构
[1] TMT Nagpur India, Nagpur, Maharashtra, India
[2] IMT Nagpur India, Nagpur, Maharashtra, India
关键词
Big data analytics; Organizational culture; Firm performance; Internal analytical knowledge; TACIT KNOWLEDGE; INFORMATION-TECHNOLOGY; DYNAMIC CAPABILITIES; RESOURCE-MANAGEMENT; BEHAVIORAL-RESEARCH; BUSINESS VALUE; CO-CREATION; INNOVATION; IMPACT; SYSTEMS;
D O I
10.1016/j.ijinfomgt.2020.102100
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
Firms are increasingly relying on business insights obtained by deploying data analytics. Analytics-driven business decisions have thus taken a strategic imperative role for the competitive advantage of a firm to endure. The extent and effectiveness through which business firms can actually derive benefits by deploying big data-based practices requires deep analysis and calls for extensive research. This study extends the big data analytics capability (BDAC) model by examining the mediatory effects of organizational culture (CL) between internal analytical knowledge (KN) and BDAC, as well as the mediating effects of BDAC between CL and firm performance. The findings bring into focus that CL plays the role of complementary mediation between BDAC and KN to positively impact firm performance (FP); BDAC also plays a similar mediatory role between CL and the performance of a firm.
引用
收藏
页数:16
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