Ineffective change management is indicated by poor impact analysis, increased production issues, and frequent emergency changes. If IT management cannot predict how changes affect interdependent systems or business processes, change risk assessment is weak. Increased trouble calls or programmer support hours suggest changes are causing defects, instability, or user disruption. Frequent emergency changes that bypass normal controls indicate inadequate planning, testing, or release management. A lack of turnover in systems support and business analyst groups is not a negative indicator; stability may actually support institutional knowledge. Internal auditors reviewing change management should evaluate authorization, testing, segregation of duties, migration controls, emergency change approval, backout plans, and post-implementation review. Therefore, items 1, 2, and 4 are correct, making Option C the answer.

According to IIA guidance, the CAE must escalate to the board when significant risks remain unaddressed. The most critical concern here is that no resources or budget were allocated to implement corrective measures. This indicates that management is not taking the risk seriously, and the exposure to noncompliance with data protection laws remains high.

Option A relates to customer satisfaction, not regulatory compliance. Option C is an issue of communication but not as critical as failing to allocate resources. Option D shows resistance but can be managed if resources are in place.

Thus, the condition that best justifies escalation is Option B: lack of allocated resources.

Understanding Competitive Business Strategies:

The board of directors ' focus is on industry leadership and outperforming competitors.

A strong research and development (R & D) strategy drives innovation, allowing the organization to introduce new and differentiated products that enhance competitive advantage.

Why Option C (Investment in R & D) Is Correct?

R & D drives product innovation, helping the organization stay ahead of competitors.

Investing in new technologies and unique product features differentiates the company and strengthens market leadership.

IIA Standard 2120 – Risk Management supports evaluating strategic investments that enhance business growth and competitive positioning.

Why Other Options Are Incorrect?

Option A (Divesting unprofitable product lines):

While divestment improves financial health, it does not directly contribute to market leadership.

Option B (Increasing diversity of business units):

Expanding into new business areas spreads risk but may not provide a focused competitive advantage in the primary industry.

Option D (Relocating manufacturing to another country):

Lowering costs improves efficiency, but it does not directly position the company as an industry leader.

Investing in R & D aligns best with the board’s goal of industry leadership and competitive advantage.

IIA Standard 2120 supports strategic risk management and innovation investment.

Final Justification:IIA References:

IPPF Standard 2120 – Risk Management (Strategic Investment & Competitive Advantage)

COSO ERM – Business Growth & Innovation Risk Management

Porter’s Competitive Strategy Model – R & D as a Market Differentiator

Planning (ERP) software implementation, to evaluate whether the organization is prepared for the change. This type of audit helps identify potential risks, resource availability, process gaps, and stakeholder alignment, which are critical for successful implementation.

A. Readiness assessment (Correct Answer) – This assessment evaluates if the organization has the necessary resources, technology, and processes in place for a successful ERP implementation.

B. Project risk assessment – While a project risk assessment identifies potential threats to project success, it does not provide an overall assurance on readiness before implementation.

C. Post-implementation review – This is conducted after the project is completed and does not help assess the likelihood of success before implementation.

D. Key phase review – This approach evaluates progress during implementation but does not provide enterprise-wide assurance before starting the project.

IIA GTAG 12 – Auditing IT Projects recommends a readiness assessment before launching major IT initiatives.

IIA IPPF Standard 2120 – Risk Management emphasizes identifying pre-implementation risks to improve project success.

COBIT 2019 – APO03 (Managed Enterprise Architecture) supports readiness evaluations before system rollouts.

Explanation of Each Option:IIA References:

During an audit of IT change management, the internal auditor should validate whether only authorized personnel can migrate changes into production. This directly tests segregation of duties, authorization, and production environment protection. Option B may be relevant in a patch management review, but it is narrower and not the most direct change management audit action. Option C is a management activity, not an internal audit responsibility. Option D is also management’s responsibility because internal audit should not update operating processes it may later audit. Effective change management requires proper request approval, testing, migration control, emergency change review, and post-implementation monitoring. Therefore, Option A is correct.

Comprehensive and Detailed In-Depth Explanation:

Authentication ensures that only authorized users can access a system by requiring credentials such as PINs, passwords, or biometrics.

Option A (Remote wipe) – Deletes data but does not control initial access.

Option B (Software encryption) – Protects stored data, not user access.

Option C (Device encryption) – Secures the device, but authentication controls access.

Since authentication ensures secure user verification, Option D is correct.

Authentication is the process of confirming that a user is who they claim to be. It normally involves identification, such as entering a user ID, and verification or validation through credentials such as passwords, tokens, biometrics, or certificates. Authorization is different. Authorization determines what an authenticated user is allowed to access or perform after identity has been confirmed. Confusing authentication with authorization is a basic access-control weakness. Internal audit should evaluate whether systems properly separate identity proofing, authentication, authorization, privilege management, and logging. Strong authentication alone is insufficient if authorization rules grant excessive access. Since authorization is not part of authentication itself, Option A is correct.

The CAE must communicate the results of the QAIP to the board and senior management. This includes results from ongoing monitoring, periodic self-assessments, and external assessments.

Option A (board oversight) is part of governance but not a QAIP requirement. Option B is incorrect because conformance is assessed for the activity overall, not per engagement. Option C is incorrect because self-assessments are ongoing, while external assessments are required at least once every five years.

Thus, the essential QAIP requirement for conformance is reporting results to the board (Option D).

The internal audit plan must remain dynamic and responsive to changes in circumstances. If a key project is postponed, the CAE should amend the audit plan, reallocate resources appropriately, and inform the board and senior management for review and approval. This ensures transparency and continued alignment with organizational risks.

Option A improperly shifts audit resources under management’s direction. Option B may be considered but requires board and management approval through an amended plan. Option D leaves resources idle, which is inefficient.

Implementing enhanced failure detection and backup systems is a risk reduction response because management is taking action to lower the likelihood or impact of data loss, corruption, processing failure, or system unavailability. Risk reduction involves designing and implementing controls to bring risk within the organization’s tolerance. Failure detection helps identify errors or system problems quickly, while backup systems support recovery and preservation of data integrity. Option A is incorrect because risk acceptance means management knowingly takes no additional action beyond existing controls. Option B is incorrect because risk sharing involves transferring or distributing risk, such as through insurance, outsourcing, or contractual arrangements. Option C is incorrect because risk avoidance means discontinuing the activity that creates the risk. Here, the organization continues operations but strengthens controls, so Option D is correct.

Big data is characterized by the 4 Vs:

Volume – Large amounts of data.

Velocity – Data is generated rapidly and continuously changing.

Variety – Data comes in multiple formats (structured, unstructured, multimedia, etc.).

Veracity – Ensuring data quality and reliability.

Among these, constant change (velocity) is a defining characteristic of big data.

(A) Incorrect – Big data is being generated slowly due to volume.

Big data is generated at high speed (velocity), not slowly.

(B) Incorrect – Big data must be relevant for the purposes of organizations.

While relevance is important, it is not a defining characteristic of big data.

(C) Incorrect – Big data comes from a single type of format.

Big data consists of multiple formats, including text, images, videos, and unstructured data.

(D) Correct – Big data is always changing.

Big data is dynamic and constantly updated in real-time.

This high velocity and continuous flow of information is a key characteristic.

IIA’s GTAG (Global Technology Audit Guide) – Big Data and Analytics

Describes how big data is constantly evolving.

NIST Big Data Framework – Key Characteristics

Defines volume, velocity, variety, and veracity as essential traits.

COBIT Framework – IT Governance and Data Management

Emphasizes the need for organizations to manage rapidly changing data.

Analysis of Answer Choices:IIA References and Internal Auditing Standards:

When management has not implemented agreed action plans, the internal audit team must escalate the matter to the CAE. The CAE is responsible for discussing such cases with senior management to understand the reasons and determine next steps.

Option A is inappropriate because it is management’s responsibility—not internal audit’s—to propose action plans. Option B disregards the initial high-risk issue. Option C (escalation to the board) is premature unless senior management fails to act.

Thus, the correct response is Option D: report to the CAE, who should discuss with senior management.