期刊文献+

大数据时代的审计变革:分析框架与实现路径 被引量:44

Audit Reform Direction in the Era of Big Data:Analysis Framework and Realization Path
原文传递
导出
摘要 大数据时代,传统审计取证模式、审计流程和审计技术方法的不适应性将日益凸显,通过数据分析发现被审单位审计疑点,进而延伸取证的审计取证模式将会在审计工作中得到广泛应用。围绕审计取证模式变革这一逻辑起点,本文构建了大数据时代审计变革的分析框架,并提出了实现路径。具体而言,现代风险导向审计流程的风险评估和风险应对将演变为信息系统审计流程和数据审计流程;数据挖掘技术、大数据审计方法以及物联网等现代技术将成为未来审计技术方法的主体;联网审计、人工智能+审计、区块链+审计以及持续审计等审计作业模式将被广泛采用;信息系统审计准则、信息系统审计质量控制准则、数据审计准则和数据审计质量控制准则将成为未来审计规范体系的重要组成部分;审计人才的发展需要进行彻底转变,完善数学、统计学、计算机和数据方法等方面的技能,以适应未来审计职业发展的需求。 In the era of big data, the inadaptability of traditional audit forensics model, audit process and audit technology will become increasingly prominent. Through data analysis, we can find the audit doubts of the auditees, and then extend the forensic model of audit, which will be widely used in audit work. Focusing on the logical starting point of the reform of audit forensics model, this paper constructs an analysis framework and suggests its realization path of audit reform in the era of big data. Specifically, risk assessment and risk response of modern risk-oriented audit process will evolve into information system audit process and data audit process;modern technologies such as data mining, big data audit and internet of things will become the main body of future audit technology and methods;network audit, artificial intelligence plus audit, block chain plus audit and continuous audit will be widely adopted. Information system audit standards, information system audit quality control standards, data audit standards and data audit quality control standards will become an important part of the future audit standard system;development of audit talent needs thorough transformation, and improve the skills of mathematics, statistics, computer and data methods to meet the needs of future audit professional development.
作者 刘杰 韩洪灵 陈汉文 LIU Jie;HAN Hong-ling;CHEN Han-wen
出处 《财务研究》 2019年第3期42-53,共12页 Finance Research
基金 国家自然科学基金重大项目(71790604) 国家自然科学基金重点项目(71332008) 国家自然科学基金青年项目(71702030)
关键词 大数据时代 审计变革 分析框架 实现路径 data age audit reform analysis framework realization path
  • 相关文献

参考文献6

二级参考文献119

  • 1任永功,于戈.数据可视化技术的研究与进展[J].计算机科学,2004,31(12):92-96. 被引量:55
  • 2陈伟,尹平.基于成本效益视角的联网审计可行性分析[J].审计与经济研究,2007,22(1):36-39. 被引量:23
  • 3Coe, M J. Trust Services: A Better Way to Evaluate IT Controls: Fulfilling the Requirements of Section 404[J]. Journal of Accountancy, 2005, (3). 被引量:1
  • 4Gupta P P. Management's Evaluation of Internal Controls Under Section 404(a) Using the COSO 1992 Control Framework: Evidence from Praetice[J]. International Journal of Disclosure and Governance, 2008, (5). 被引量:1
  • 5Tuttle B. , Vandervelde S D. An Empirical Examination of COBIT as an Internal Control Framework for Information Technology[J]. International Journal of Accounting Information Systems, 2007, (12). 被引量:1
  • 6国家863计划审计署课题组.计算机审计数据采集与处理技术研究报告[M].北京:清华大学出版社,2006. 被引量:5
  • 7王刚.联网审计:全新的审计理念与审计模式[N].财经时报,2005-03-27(1). 被引量:3
  • 8王置玉. 2010. Security solution used in online auditing in china [EB/OL]. http://www.Intosaiitaudit.org. 被引量:1
  • 9Armbrust M, Fox A, Griffith R et al. 2010. A view of cloud computing[J]. Communications of the ACM, 53(4):50-58. 被引量:1
  • 10Chou C L, Du T, Lai V S. 2007. Continuous auditing with a multi-agent system[J]. Decision Support Systems, 42(4): 2274-2292. 被引量:1

共引文献1863

同被引文献292

引证文献44

二级引证文献256

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部