2021
DOI: 10.3390/jrfm14080376
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Big Data’s Disruptive Effect on Job Profiles: Management Accountants’ Case Study

Abstract: The abundance of new innovative data sources creates opportunities and challenges for all professions and professionals working with information. One of these professionals is the management accountant (MA). Although their tasks have expanded over time and especially recently, MAs have not fully employed all the available internal and external data sources to describe, diagnose, visualize, predict and prescribe possible solutions that enable smart decisions with positive effects on businesses. Thus, the paper … Show more

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Cited by 19 publications
(17 citation statements)
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“…Electronic health records have been acclaimed as a technological breakthrough capable of significantly altering the future of the healthcare industry in terms of improved service delivery and systems quality [ 9 , 10 , 11 , 12 ]. Today, Information Technology (IT) is used ubiquitously [ 13 , 14 , 15 ] and has become paramount for economic development [ 16 ]. Countries that cannot afford, access, or mobilize the most advanced technologies cannot compete in an increasingly digitized age.…”
Section: Introductionmentioning
confidence: 99%
“…Electronic health records have been acclaimed as a technological breakthrough capable of significantly altering the future of the healthcare industry in terms of improved service delivery and systems quality [ 9 , 10 , 11 , 12 ]. Today, Information Technology (IT) is used ubiquitously [ 13 , 14 , 15 ] and has become paramount for economic development [ 16 ]. Countries that cannot afford, access, or mobilize the most advanced technologies cannot compete in an increasingly digitized age.…”
Section: Introductionmentioning
confidence: 99%
“…Undoubtedly, wider use of digital twins with advanced information systems will shape managers’ attitudes toward and reliance on traditional information and evolve management practices, influencing the management of information, accounting and controls, and decision-making (Robert et al. , 2022; Tiron-Tudor and Deliu, 2021; Bredmar 2017). In addition, according to Parmar et al.…”
Section: Research Model and Hypothesis Developmentmentioning
confidence: 99%
“…Rather than being limited to digitizing an organization's processes, digital twins can combine an organization's resources, people and operations, and their interactions, into a single holistic organizational model that updates and evolves with the organization (Parmar et al, 2020). Undoubtedly, wider use of digital twins with advanced information systems will shape managers' attitudes toward and reliance on traditional information and evolve management practices, influencing the management of information, accounting and controls, and decisionmaking (Robert et al, 2022;Tiron-Tudor and Deliu, 2021;Bredmar 2017). In addition, according to Parmar et al (2020), the process of building a digital twin is complex and involves more than just technology; it represents a constant change in the way an organization operates.…”
Section: Research Model and Hypothesis Development 31 Research Modelmentioning
confidence: 99%
“…The improvement of data mining cannot be isolated from the fast advancement of data innovation that permits a comprehensive measure of information aggregated in line with the development of data innovation [19]. Mining implies an endeavor to profit from a vast number of fundamental materials.…”
Section: Data Pre-processingmentioning
confidence: 99%