The growing importance of big data in the current business context is a recognized phe-nomenon in managerial studies. Many such studies have been focused on possible changes from the use of big data analytics in business, and with reference to management control systems. However, the number and extent of studies attempting to analyze the opportunities and risks of using big data analytics in control systems from an empirical perspective appear rather limited. This work conducts case studies analyzing three com-panies that have used big data in their decision-making processes within management control systems. The empirical analysis shows how proper management of big data can represent a fundamental opportunity for the development of managerial control systems, with some possibilities not yet fully explored even by those who have already introduced big data analytics in these systems. Big data quality and privacy protection appear to be the profiles presenting the greatest opportunities for future study. Furthermore, new chal-lenges seem to emerge for accountants and controllers, who now are called to a new ap-proach regarding how they should interpret their professional roles.
Opportunities and risks in using big data to support management control systems: A multiple case study / Badia, Francesco; Donato, Fabio. - In: MANAGEMENT CONTROL. - ISSN 2239-0391. - 3(2022), pp. 39-63. [10.3280/MACO2022-003003]
Opportunities and risks in using big data to support management control systems: A multiple case study
Badia, Francesco;
2022
Abstract
The growing importance of big data in the current business context is a recognized phe-nomenon in managerial studies. Many such studies have been focused on possible changes from the use of big data analytics in business, and with reference to management control systems. However, the number and extent of studies attempting to analyze the opportunities and risks of using big data analytics in control systems from an empirical perspective appear rather limited. This work conducts case studies analyzing three com-panies that have used big data in their decision-making processes within management control systems. The empirical analysis shows how proper management of big data can represent a fundamental opportunity for the development of managerial control systems, with some possibilities not yet fully explored even by those who have already introduced big data analytics in these systems. Big data quality and privacy protection appear to be the profiles presenting the greatest opportunities for future study. Furthermore, new chal-lenges seem to emerge for accountants and controllers, who now are called to a new ap-proach regarding how they should interpret their professional roles.File | Dimensione | Formato | |
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