Adoption of artificial intelligence in auditing: An exploratory study

被引:34
作者
Seethamraju, Ravi [1 ]
Hecimovic, Angela [1 ]
机构
[1] Univ Sydney, Univ Sydney Business Sch, Discipline Accounting, Sydney, NSW 2006, Australia
关键词
Adoption; artificial intelligence; audit; audit quality; technology-organisation-environment framework; DECISION-MAKING; BIG DATA; TECHNOLOGY; SYSTEM; DETERMINANTS; BLOCKCHAIN; BUSINESS; USAGE; DIFFUSION; AUDITORS;
D O I
10.1177/03128962221108440
中图分类号
F [经济];
学科分类号
02 ;
摘要
Artificial intelligence (AI) is likely to transform the audit profession. This exploratory study, by utilising the technology-organisation-environment (TOE) framework and data from semi-structured interviews, identifies several technological (perceived benefits, compatibility, maturity), organisational (readiness, data quality, trust) and environmental (audit standards, regulation, client readiness) factors influencing the adoption of AI tools in audit practice. While AI has the potential to improve audit quality and deliver value-adding services to audit clients, our study concludes that AI adoption requires a rethink of audit practice considering the perceived lack of control in AI 'black-box' potentially rendering audit practice even more hidden from view and exposed to increased scrutiny over audit quality. JEL Classification: M42, O31, O32, O33
引用
收藏
页码:780 / 800
页数:21
相关论文
共 77 条
[1]   Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs [J].
Abed, Salma S. .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2020, 53
[2]   Exploring Auditors' Perceptions of the Usage and Importance of Audit Information Technology [J].
Abou-El-Sood, Heba ;
Kotb, Amr ;
Allam, Amir .
INTERNATIONAL JOURNAL OF AUDITING, 2015, 19 (03) :252-266
[3]   The utilisation of generalized audit software (GAS) by external auditors [J].
Ahmi, Aidi ;
Kent, Simon .
MANAGERIAL AUDITING JOURNAL, 2012, 28 (02) :88-+
[4]  
[Anonymous], 2022, Australian Financial Review6 April
[5]  
[Anonymous], 2018, Is trade the disruptor or the disrupted, P21
[6]  
[Anonymous], 2015, Deep shift technology tipping points and societal impact survey report
[7]  
[Anonymous], 2019, DELOITTE INSIGH 0116
[8]  
Association of Chartered Certified Accountants (ACCA), 2019, AUD TECHN ACCA CAANZ
[9]   The Robots are Coming ... But Aren't Here Yet: The Use of Artificial Intelligence Technologies in the Public Accounting Profession [J].
Bakarich, Kathleen M. ;
O'Brien, Patrick E. .
JOURNAL OF EMERGING TECHNOLOGIES IN ACCOUNTING, 2021, 18 (01) :27-43
[10]   What factors influence auditors' use of computer-assisted audit techniques? [J].
Bierstaker, James ;
Janvrin, Diane ;
Lowe, D. Jordan .
ADVANCES IN ACCOUNTING, 2014, 30 (01) :67-74