Analytical procedures in external auditing: A comprehensive literature survey and framework for external audit analytics

被引:60
作者
Appelbaum, Deniz A. [1 ]
Kogan, Alex [2 ]
Vasarhelyi, Miklos A. [2 ]
机构
[1] Montclair State Univ, One Normal Ave, Montclair, NJ 07043 USA
[2] Rutgers State Univ, One Washington Pk, Newark, NJ 07102 USA
关键词
External audit analytics; Analytical procedures; Big data; Business analytics; Audit engagement;
D O I
10.1016/j.acclit.2018.01.001
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
There is an increasing recognition in the public audit profession that the emergence of big data as well as the growing use of business analytics by audit clients has brought new opportunities and challenges. That is, should more complex business analytics beyond the customary analytical procedures be used in the engagement and if so, where? Which techniques appear to be most promising? This paper starts the process of addressing these questions by examining extant external audit research. 301 papers are identified that discuss some use of analytical procedures in the public audit engagement. These papers are then categorized by technique, engagement phase, and other attributes to facilitate understanding. This analysis of the literature is categorized into an External Audit Analytics (EAA) framework, the objective of which is to identify gaps, to provide motivation for new research, and to classify and outline the main topics addressed in this literature. Specifically, this synthesis organizes audit research, thereby offering guidelines regarding possible future research about approaches for more complex and data driven analytics in the engagement.
引用
收藏
页码:83 / 101
页数:19
相关论文
共 50 条
[1]  
American Institute of Certified Public Accountants, 1958, GLOSS STAT TERMS ACC, P1
[2]   Big Data and Analytics in the Modern Audit Engagement: Research Needs [J].
Appelbaum, Deniz ;
Kogan, Alexander ;
Vasarhelyi, Miklos A. .
AUDITING-A JOURNAL OF PRACTICE & THEORY, 2017, 36 (04) :1-27
[3]   Impact of business analytics and enterprise systems on managerial accounting [J].
Appelbaum, Deniz ;
Kogan, Alexander ;
Vasarhelyi, Miklos ;
Yan, Zhaokai .
INTERNATIONAL JOURNAL OF ACCOUNTING INFORMATION SYSTEMS, 2017, 25 :29-44
[4]  
ARKIN H, 1958, J ACCOUNTANCY, V105, P66
[5]   AN APPLICATION OF ANALYTICAL HIERARCHY PROCESS TO MODEL EXPERT JUDGMENTS ON ANALYTICAL REVIEW PROCEDURES [J].
ARRINGTON, CE ;
HILLISON, W ;
JENSEN, RE .
JOURNAL OF ACCOUNTING RESEARCH, 1984, 22 (01) :298-312
[6]   Hypothesis revision strategies in conducting analytical procedures [J].
Asare, SK ;
Wright, A .
ACCOUNTING ORGANIZATIONS AND SOCIETY, 1997, 22 (08) :737-755
[7]  
Banerjee A., 2013, VIKALPA, V38, P1, DOI DOI 10.1177/0256090920130401
[8]  
Basu A., 2013, EXECUTIVE EDGE, P8
[9]  
Bertsimas D., 2014, ARXIV14025481 ARXIV
[10]   The Audit of Fair Values and Other Estimates: The Effects of Underlying Environmental, Task, and Auditor-Specific Factors [J].
Bratten, Brian ;
Gaynor, Lisa Milici ;
McDaniel, Linda ;
Montague, Norma R. ;
Sierra, Gregory E. .
AUDITING-A JOURNAL OF PRACTICE & THEORY, 2013, 32 :7-44