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Audit applications of data analytics
Examples of common audit applications include the following:
Analyzing journal entries and ledger account balances
Queries for various attributes, such as material transactions or duplicates
Aging of receivables or payables, or churn analysis of customer or inventory turnover
Transactional compliance with policy for expenses and approvals
Continuous assurance
Continuous assurance is obtained though the ongoing examination of accounting practices, risk controls,
compliance, information technology systems, and business procedures. Continuous audits automate
error checking and data verification in real time. They can be performed by a firm's internal auditors to
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reduce the year-end workload.
Some advantages of continuous audit include the following:
Timely and detailed detection of errors or fraud
Audit efficiency due to more evenly spread out audit tasks
Improved business aptitude
A common disadvantage is the inefficiency of false positives investigations, which refers to a test result
that incorrectly indicates that a particular condition or attribute is present.
Despite the many advantages, some areas are still open for discussion, including the reliability of data
extracts and the relationship between computer environment and audit reliance.
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See https://www.investopedia.com/terms/c/continuous-auditing.asp. Last accessed September 11, 2019.
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