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AUDIT ANALYTICS AUDIT

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<strong>AUDIT</strong> <strong>ANALYTICS</strong> AND CONTINUOUS <strong>AUDIT</strong>:LOOKING TOWARD THE FUTURE<br />

Testing the Operating Effectiveness of<br />

Internal Control<br />

Reperformance involves the independent execution of procedures or<br />

controls that were originally performed as part of the entity’s internal<br />

control.<br />

Internal control procedures such as ensuring that prices on an invoice<br />

come from an approved price list, performing account reconciliations, or<br />

ensuring via batch totals that information is correctly transferred from<br />

one system to another can often be reperformed on a 100 percent basis<br />

rather than for a sample and can be performed continuously.<br />

Observation consists of looking at a process or procedure being performed<br />

by others (for example, the auditor’s observation of inventory counting<br />

by the entity’s personnel or the performance of control activities). As<br />

high-performing computer systems take over processes and procedures<br />

that previously required human involvement, the nature of audit<br />

observation changes. Further, when a computer performs a control<br />

activity, it can be monitored around the clock and any lapses immediately<br />

reported.<br />

Process mining of event logs is a technique that can identify internal control<br />

deficiencies such as payments made without approval, violations of<br />

segregation of duty controls, and violations of entity-specific internal<br />

procedures (Jans, et al. 2014).<br />

Inquiry<br />

Inquiry consists of seeking information of knowledgeable persons, both<br />

financial and nonfinancial, within the entity or outside the entity.<br />

Statistical analysis, relationship analysis, and the summarized results lists<br />

of anomalies provided by population analysis can all provide significant<br />

material for client discussions (and often provide insights that clients find<br />

valuable).<br />

ALOOK AHEAD:COGNITIVE COMPUTING IN<br />

THE AGE OF BIG DATA<br />

Utilizing Big Data<br />

Big data is the product of a technological environment in which almost<br />

anything can be recorded, measured, and captured digitally, and thereby<br />

turned into data. Big data is important in machine learning, where<br />

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