如何在法务会计和审计中使用大数据分析

Siriyama Kanthi Herath, Angela  Hamm
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引用次数: 0

摘要

在本研究中,我们探讨了大数据分析在法务会计和审计中的应用。大数据技术调解了意识和用于欺诈检测的计划之间的联系。我们努力评估如何在法务会计和审计实践中使用大数据。本研究基于系统的文献综述,对法务会计和审计大数据研究的现有文献进行了全面的了解。这项研究是通过同行评议的文献收集的,这些文献使用了当前(2014年后)的文章。结果/发现企业审计的模式发生了变化。组织的管理人员在使用常规审计技术进行外部审计之前,主动识别和解决内部异常和差异。几家上市公司已知的白领犯罪导致了对法务会计师的高需求。大数据分析是发现欺诈模式的关键工具。应该鼓励学生培养数据生成、共享、分析、挖掘、报告和存储方面的技能,因为大数据分析对商业教育至关重要。该研究的结论可以应用于法务会计行业,以协助大数据反欺诈技术的发展。大数据分析和法务会计应该被纳入会计课程。通过对大数据及其在会计实践中的实际影响提供不同的观点,本研究有助于形成已发表的知识体系。随着越来越多的公司使用大数据,更新会计课程的必要性得到了强调,因为如今成功需要一套独特的技能。未来的研究应该包括采访和调查会计师、审计师和金融服务行业的其他成员,这将是困难的,但必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How big data analytics is used in forensic accounting and auditing
In this study, we investigate the application of big data analytics in forensic accounting and auditing. Big data technology mediates the connection between awareness and plans to use for fraud detection. We made an effort to assess how big data might be used in forensic accounting and auditing practices. Design/methodology This research is based on systematic literature review, and it provides a thorough understanding of the existing literature on big data research in forensic accounting and auditing. The research was gathered through peer-reviewed literature using current (post-2014) articles. Results/findings The model for corporate auditing has changed. Managers at the organization are proactively identifying and resolving internal abnormalities and discrepancies prior to an external audit using conventional audit techniques. Known white-collar crimes at several publicly traded corporations have led to a high demand for forensic accountants. Big data analytics is a key tool for spotting fraud patterns. Students should be encouraged to develop skills in data generation, sharing, analytics, mining, reporting, and storage because big data analytics is essential to business education. Practical implications and conclusions The study's conclusions can be applied to the forensic accounting industry to assist in the development of Big Data fraud-fighting technology. Big data analytics and forensic accounting should be covered in accounting curricula. By offering different perspectives on big data and its practical implications in accounting practice, this research contributes to the body of published knowledge. As more companies use big data, the need to update the accounting curriculum is highlighted because success now requires a distinct set of skills. Future research should involve interviewing and surveying accountants, auditors, and other members of the financial services industry, which will be difficult but necessary.
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