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GTAG — Introduction




            2. Introduction                                        •  Productivity and cost savings
                                                                      Data analysis technology has enabled a number
            Data analysis as used by internal auditors is the process of   of organizations to realize significant productivity
            identifying, gathering, validating, analyzing, and interpreting   improvements in audit planning, risk assessment,
            various forms of data within an organization to further the   and increasing the breadth and depth of audit
            purpose and mission of internal auditing. Data analysis   coverage during the engagement. Ultimately, this
            is typically used throughout the execution of assessment   has enabled audit departments to broaden the scope
            activities as well as providing other value-added consulting   of their assurance activities, without having to
            activities.                                               increase audit staff. In some circumstances, auto-
             Data analysis technologies are computer programs the     mation of analytic steps has lead to cost savings
            auditor uses as part of the audit to process data of audit signifi-  through the reduction of staff necessary to complete
            cance to improve the effectiveness and efficiency of the audit   the audit plan.
            process. When data analysis is being used, the overall objec-  •  Efficiency in data access
            tive and scope of an audit does not change. Data analysis   Data analysis technologies enable auditors to access
            must be seen as another tool that can be used to achieve the   and query data by themselves, thereby decreasing
            objective of the specific audit.                          their reliance on busy IT personnel having to run
             Data analysis tools may consist of packaged, purpose-    data extracts. This helps provide a higher degree
            written  utility  programs or  system management  programs.   of confidence in the accuracy and completeness
            Different technologies  fall under  this  concept,  including
            database interrogation tools (generic standard query
            language–based tools) and audit-specific packages.


            Opportunities                                         Related Standards/Guidance
            In  today’s  economic  environment  many  companies  are   Standard 2300: Performing the Engagement
            striving to reduce costs. Together with new audit standards,   n  Internal auditors must identify, analyze, evaluate,
            this provides internal audit departments with an opportunity   and document sufficient information to achieve
            to make use of data analysis and makes the concept “do more   the engagement’s objectives.
            with less” a potential reality.
             Data analysis also can be an enabling technology that   Standard 2310: Identifying Information
            assists audit departments in fulfilling their responsibilities to   n  Internal auditors must identify sufficient, reliable,
            evaluate and improve the governance, risk management, and   relevant, and useful information to achieve the
            control (GRC) processes as part of the assurance function.   engagement’s objectives.
            Data analysis gives audit departments the ability to conduct   Standard 2320: Analysis and Evaluation
            assessments on the operating effectiveness of internal
            controls and to look for indicators of emerging risk. The use   n  Internal auditors must base conclusions and
            of data analysis throughout the audit cycle is discussed later   engagement results on appropriate analyses and
            in this section.                                         evaluations.
             In the days when mainframe computers ruled the business   Practice Advisory 2320-1: Analytical Procedures
            world, only the best funded internal audit functions could   n  Internal auditors may use analytical procedures
            even consider moving data analysis activities into the depart-  to obtain audit evidence. Analytical procedures
            ment. Over the past decade, technology has advanced at a   involve studying and comparing relationships
            great speed, resulting in price reductions that have made it   among both financial and nonfinancial information.
            easier to implement data analysis within an organization.   The application of analytical procedures is based
            Through this, audit analytics have evolved from specialized   on the premise that, in the absence of known
            technology that was once the domain of specialized IT audi-  conditions to the contrary, relationships among
            tors into an essential technique that has a valuable role to   information may reasonably be expected to exist
            play in the majority of audit procedures. Many audit func-  and continue. Examples of contrary conditions
            tions now aim to integrate audit analytics throughout the   include unusual or nonrecurring transactions or
            audit process and expect all auditors to have an appropriate   events; accounting, organizational, operational,
            level of technological competency.                       environmental, and technological changes;
             There are many benefits that may be realized from the use   inefficiencies; ineffectiveness; errors; fraud; or
            of data analysis, including:
                                                                     illegal acts.



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