Accounting and Big Data: Trends, opportunities and direction for practitioners and researchers

IF 2.3 Q2 BUSINESS, FINANCE Journal of Financial Reporting Pub Date : 2022-11-01 DOI:10.3280/fr2022-002004
Gianluca Gabrielli, Alice Medioli, P. Andrei
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Abstract

Big Data, the Internet of Things and Machine Learning are only today starting to be widely used but are already attracting interest. They can generate a significant impact on business management. This article analyses use and exploitation of Big Data by business management, focusing on its role in reshaping accounting information systems. The Internet of Things and Machine Learning play a key role in obtaining insights and value in this complex world. Like other areas of business, the accounting function is showing growing interest in their possible applications. We analyze, from three perspectives, how big data impacts on the accounting role in supporting managers and decision-making process, also with the aim to define future research lines that scholars could explore. An internal perspective focuses on how big data can impact management accounting; an external perspective focuses on a new dimension of financial accounting and disclosure of information; and a third perspective, the control one, fo- cuses on the impact of big data on internal and external audit procedures.
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会计与大数据:从业者与研究者的趋势、机遇与方向
大数据、物联网和机器学习今天才开始被广泛使用,但已经引起了人们的兴趣。它们可以对企业管理产生重大影响。本文分析了企业管理对大数据的使用和开发,重点讨论了大数据在重塑会计信息系统中的作用。在这个复杂的世界中,物联网和机器学习在获取洞察力和价值方面发挥着关键作用。像其他业务领域一样,会计职能对其可能的应用表现出越来越大的兴趣。我们从三个角度分析了大数据如何影响会计在支持管理者和决策过程中的作用,也旨在确定学者可以探索的未来研究方向。内部视角侧重于大数据如何影响管理会计;外部视角关注财务会计与信息披露的新维度;第三个角度,即控制角度,主要关注大数据对内部和外部审计程序的影响。
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来源期刊
Journal of Financial Reporting
Journal of Financial Reporting BUSINESS, FINANCE-
自引率
6.70%
发文量
19
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