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DATA ANALYTICS<br />

USING DATA ANALYTICS FOR AUDIT EVIDENCE<br />

T<br />

echnology is shaping<br />

and changing our lives.<br />

Answering machines<br />

are long gone as people feel<br />

the need to be connected at<br />

all times. Information needs to<br />

be on tap as even looking up<br />

a book takes too long. Some<br />

employees who traditionally<br />

worked from their desk at the<br />

office, now work remotely<br />

from home or even from<br />

a different country, as staff<br />

mobility is not even about<br />

relocation anymore.<br />

The audit profession is also re-inventing itself but<br />

maybe not at the pace we’d like to believe. Whereas<br />

auditing has been around in one form or other, for<br />

around 3,000 years, Mautz and Sharaf started to give<br />

shape to the theory of auditing in 1961 with their<br />

publication of The Philosophy of Auditing. Since then,<br />

we have seen a significant increase in guidance on<br />

how to conduct an audit as standards were issued<br />

by bodies such as the International Auditing and<br />

Assurance Standards Board (IAASB) and the American<br />

Institute of CPAs (AICPA). However, questions<br />

continue to be raised by the public as to whether<br />

such the bodies are doing enough to ensure that the<br />

profession keeps with the pace of technology.<br />

In considering whether International Standards on<br />

Auditing (ISAs) are outdated given that they were<br />

drafted before the availability of data analytics<br />

techniques, during September 2016, the IAASB’s<br />

Data Analytics Working Group (DAWG) felt the<br />

need to issue a call for comments through its paper<br />

entitled Exploring the Growing Use of Technology in<br />

the Audit, with a Focus on Data Analytics. The general<br />

consensus was that ISAs were not ‘broken or a barrier<br />

to the application of data analytics in the audit’.<br />

IAASB’s DAWG defines data analytics largely on the<br />

definition used in an AICPA publication entitled Audit<br />

Analytics and Continuous Audit - Looking Toward<br />

the Future. The DAWG states that The quality of a<br />

financial statement audit can be enhanced by the use<br />

of data analytics. Data analytics, when used to obtain<br />

audit evidence in a financial statement audit, is the<br />

science and art of discovering and analyzing patterns,<br />

deviations and inconsistencies, and extracting other<br />

useful information in the data underlying or related<br />

to the subject matter of an audit through analysis,<br />

modelling and visualization for the purpose of<br />

planning or performing the audit.<br />

The use of Audit Data Analytics (ADAs) is thus seen as<br />

an enhancement to and not as a replacement of audit<br />

evidence. It can assist during the entire audit workflow.<br />

In the risk assessment process, ADAs can be used<br />

to provide better insight and support to the auditor<br />

in identifying and assessing the risks of material<br />

misstatement in terms of ISA 315 Identifying and<br />

Assessing the Risks of Material Misstatement through<br />

Understanding the Entity and Its Environment. Such<br />

ADAs may constitute preliminary general ledger<br />

account transaction analysis, correlation of revenue<br />

against industry expectations and analysis of betting<br />

behaviours in an Internet Gaming (iGaming) company.<br />

In testing controls, an entire year’s financial<br />

information may be used in order to:<br />

• evaluate whether segregation of duties policies are<br />

being followed by checking whether transactions<br />

are authorised by an appropriate employee;<br />

CHRISTOPHER AZZOPARDI<br />

CHRISTOPHER AZZOPARDI IS<br />

HEAD OF INFORMATION RISK<br />

MANAGEMENT AT KPMG. HIS<br />

SPECIALISATION LIES IN AUDITING<br />

IT SYSTEMS IN SUPPORTING<br />

FINANCIAL STATEMENTS AUDITS.<br />

HE IS ALSO A MEMBER OF THE<br />

MIA DIGITALISATION COMMITTEE.<br />

theaccountant.org.mt<br />

29

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