使用大数据支持管理控制系统的机遇和风险:多案例研究

IF 2.1 Q3 MANAGEMENT
F. Badia, Fabio Donato
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引用次数: 0

摘要

大数据在当前商业环境中日益增长的重要性是管理研究中公认的现象。许多这样的研究都集中在商业中使用大数据分析可能带来的变化,并参考了管理控制系统。然而,试图从经验角度分析在控制系统中使用大数据分析的机会和风险的研究的数量和程度似乎相当有限。这项工作进行了案例研究,分析了三家在管理控制系统的决策过程中使用大数据的公司。实证分析表明,对大数据的适当管理可以为管理控制系统的发展提供一个基本机会,甚至那些已经在这些系统中引入大数据分析的人也尚未充分探索一些可能性。大数据质量和隐私保护似乎是未来研究的最大机会。此外,会计师和控制人员似乎面临新的挑战,他们现在被要求采用一种新的方法来解释他们的职业角色。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Opportunities and risks in using big data to support management control systems: A multiple case study
The growing importance of big data in the current business context is a recognized phenomenon 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 companies 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 challenges seem to emerge for accountants and controllers, who now are called to a new approach regarding how they should interpret their professional roles.
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来源期刊
CiteScore
5.60
自引率
15.20%
发文量
17
期刊介绍: Journal of Management Control (JoMaC) is an international journal concerned with the formal, information-based routines and procedures managers use to maintain or alter patterns in organizational activities. Particular emphasis is placed on operational and strategic planning and control systems and the processes and techniques.  JoMaC was founded in 1990 as a German journal and has a strong reputation as a dedicated academic journal open to high-quality research on all aspects of management control.  The journal covers such topics as: the role of management control systems in the management of companies and non-profit organizations; the design and use of planning systems for production, marketing, logistics and other fields of use; the interaction between strategic and operational aspects of management control; the role of management accountants and other internal and external service providers, such as financial accountants, auditors and consultants; change and the sustainability of management control systems.   Journal of Management Control especially welcomes empirical and analytical papers reflecting both methodological rigor and practical relevance that make a significant contribution to literature. The journal is interested in literature reviews and meta-analyses showcasing and promoting current academic research. Additional materials relating to papers of interest to scholars (e.g. coding sheets, questionnaires, data, etc.) can be downloaded from our website in order to stimulate future research.Officially cited as: J Manag Control
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