Towards a Conceptualization of Data Analytics Capabilities

被引:22
|
作者
Shuradze, Giorgi [1 ]
Wagner, Heinz-Theo [2 ]
机构
[1] European Univ Viadrina, Frankfurt, Germany
[2] German Grad Sch Management & Law, Heilbronn, Germany
关键词
INFORMATION-TECHNOLOGY CAPABILITY; CRITICAL SUCCESS FACTORS; BUSINESS INTELLIGENCE; FIRM PERFORMANCE; BIG DATA; DYNAMIC CAPABILITIES; PERSPECTIVE; MANAGEMENT; INNOVATION; STRATEGY;
D O I
10.1109/HICSS.2016.626
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Data analytics is an emerging domain in information systems literature and an increasing number of companies try to use data analytics to make sense out of their environment. Accordingly, the ability of companies to leverage digital data to explore new business opportunities becomes important to develop competitive advantage in digitalized world. Consequently, extant literature investigates different dimensions of data analytics, such as technical and organizational dimensions. In spite of all the insights provided and the practical relevance of the topic, extant literature does not provide a coherent view on data analytics and is relatively silent when it comes to measuring the effects. In this paper we conceptualize data analytics capabilities based on IT capabilities literature and provide a measurement instrument allowing to test effects of data analytics capabilities.
引用
收藏
页码:5052 / 5064
页数:13
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