خلاصة:
Harnessing big data in organizations today realizes benefits for competitive advantage. Generated profound insights are reflected in informed decision making, creating better business plans, and improved service delivery. Yet, organizations are still not recognizing how mature their big data management capabilities are. However, there is no structured approach to assess and build necessary capabilities for valuable big data utilizing, which draws a clear improvement pathway. Existing solutions lack a consistent perception of big data management capabilities, a reliable assessment, and a rigid improvement scheme. This paper contributes in building an analytical study on existing key works in assessing and building big data management capabilities. Drawing upon the results and gaps revealed from this analytical study, the main requirements for building a comprehensive big data management maturity framework are defined. This framework will enable organizations to assess and improve their current capabilities towards effective big data management.
ملخص الجهاز:
The matter that is considered a promising innovation and has a transformative effect for data-driven organizations and that advances informed decision- making and performance optimization (Alzaghal & El-Omari, 2017; Dremel, Overhage, Schlauderer & Wulf, 2017; Janssen, van der Vooit, Van Der & Wahyudi, 2016; Roden, Nucciarelli, Li & Graham, 2017; Shi, Ai & Cao, 2017).
Meanwhile, organizations are now trying to underpin their technological competencies for processing and analyzing big data, while ignoring other necessary data management capabilities areas that support effective big data analytics (Austin, 2018; Ferraris, Mazzoleni, Devalle & Couturier, 2019; Ghasemaghaei, 2019; Gong & Janssen, 2020; Mandal, 2019; McAfee & Brynjolfsson, 2012).
& Elragal, 2014; Popovic Hackney, Coelho & Jaklic, 2012; Portela, Lima and Santos, 2016).
The third phase was building a descriptive-analytical study on the corpus of the filtered works to reveal their strengths and weaknesses in big data capabilities maturity assessment, encountering the fourth industrial revolution, and identifying its challenges and requirements for effective implementation.
Background Most of the existing work efforts in the area of capabilities assessment for big data utilization have used the terms “Big Data Capabilities” such as (Anwar, Khan & Shah, 2018; Hassna & Lowry, 2016; Marfo, 2017), and some studies used the term “Big Data Analytics Capabilities (BDAC)” like the ones in Akter, Wamba, Gunasekaran, Dubey & Childe (2016), Gupta and George (2016), Singh and Del Giudice (2019), and others used the term “Big Data Management Capabilities” like the studies of (Mandal, 2019; Shamim, Zeng, Shafi Choksy, et al.