{"title":"使用大数据支持管理控制系统的机遇和风险:多案例研究","authors":"F. Badia, Fabio Donato","doi":"10.3280/maco2022-003003","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":45634,"journal":{"name":"Journal of Management Control","volume":"93 1","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Opportunities and risks in using big data to support management control systems: A multiple case study\",\"authors\":\"F. Badia, Fabio Donato\",\"doi\":\"10.3280/maco2022-003003\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":45634,\"journal\":{\"name\":\"Journal of Management Control\",\"volume\":\"93 1\",\"pages\":\"\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2022-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Management Control\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3280/maco2022-003003\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Management Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3280/maco2022-003003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MANAGEMENT","Score":null,"Total":0}
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.
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