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50 CBAP Sample Questions with Answers and Explanations

Practice case-study and scenario-based CBAP exam questions. Use this test to assess your preparation and review detailed answer explanations.

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CBAP Exam Questions practice test

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Question 1

A Business Analyst was working on a complex feature. During the interview with a Domain Subject Matter Expert (SME), the BA learned that the SME is serving notice period. Company does not have a replacement for the SME. Also there is no mitigation plan for this risk. What should the BA do next?

Implementation of the contingency plan.

Identify a replacement domain expert internally.

Engage in renewed negotiations with the stakeholders.

Escalate the issue to the sponsor.

Correct Answer: Escalate the issue to the sponsor.
Explanation – Immediate escalation to the sponsor is necessary to inform them about the situation and potential impacts on schedule and cost. This action is crucial for facilitating the release of payments.

Option A is incorrect as there was no existing risk management plan in place.
Option B – Sourcing the domain expert internally is not a viable solution, as on-boarding the domain expert will take time.
Option C – Re-negotiation with stakeholders is required, it is a time-consuming process and may necessitate sponsor approval, making it a secondary step.

Note: This is a situational question and does not require a reference to BABOK.

Question 2

Mr. J, a Business Analyst at a leading Wealth Management firm, is tasked with providing an estimation for a ‘Go Ahead’ decision by the department head. With minimal information available, Mr. J relies on the provided details to estimate the time required for completing the business analysis work. What type of estimation is Mr. J conducting?

PERT

Rolling Wave

Rough Order of Magnitude (ROM)

Delphi

Correct Answer: Rough Order of Magnitude (ROM).
Explanation – Option C involves Rough Order of Magnitude (ROM) estimation, which is a high-level estimation method typically derived from limited information. Such estimations often come with a broad confidence interval. Reference: BABOK 3 – Estimation Technique – Section 10.19.3.1.

Question 3

John, the business analyst in a CRM project, has encountered unstructured and haphazard requirements during elicitation meetings. This poses a challenge for him in getting a clear understanding of the proposed system. What steps should he take in this situation?

He should employ functional decomposition to break down the high-level requirements into smaller, more manageable components.

He should generate behavior diagrams to enhance his understanding of the system.

He should communicate with the sponsor.

He should begin by creating a context diagram.

Correct Answer: He should begin by creating a context diagram.
Explanation – Option D suggests that, given the challenges in understanding requirements, it is advisable to initiate the process by creating a context diagram, also known as Level 0 Data Flow Diagram (DFD). This diagram aids in comprehending the system’s scope and boundaries through requirements analysis. Behavior diagrams and functional diagrams come into play after identifying the overall system modules and functions, which follows the initial context understanding. Reference: BABOK Technique Data Flow Diagrams (DFD) – Section 10.13.2 – Third paragraph.

Question 4

A Business Analyst is estimating a change request with a available resource who can complete the project in 4 calendar months at a cost of USD 5,000 per month. The customer expresses dissatisfaction with the duration and requests completion within 2 months. The BA assesses the situation and determines that achieving the project in 2 calendar months is feasible. However, the question arises whether the cost will remain the same or it will change.

The cost will change because now there are two resources working on the project.

The cost will remain the same.

The cost will increase.

The cost will decrease.

Correct Answer: The cost will remain the same.
Explanation – If the project is executed with one resource, the cost will be USD 5,000×4 (representing the four calendar months), resulting in USD 20,000. The project demands 1×4=4 man-months of effort. In the scenario of deploying 2 resources, the effort required becomes 4 man-months divided by 2 resources, which equals 2 calendar months. The cost calculation would then be USD 5,000×2 for each resource. Consequently, the cost will still amount to USD 20,000. Therefore, option B is deemed correct. It’s noteworthy that in CBAP exams, candidates have reported encountering such straightforward questions related to project cost, effort, and man-months.

Question 5

If fencing can be completed in 2 months with 4 persons working 8 hours a day, the farm owner opts to employ 6 persons to expedite the process. In this case, how much time will it take to finish with 6 persons? Assume there are 30 days in a month.

45 days

50 days

40 days

60 days

Correct Answer: 40 days.
Explanation – Let’s analyze the situation with 4 persons. The question specifies considering 30 days in a month but doesn’t specify the days of work per week. Assuming 7 days a week:
Scenario I: 4 persons working for 8 hours a day for 2 months. The total hours required to finish the work is calculated as 4 persons x 60 days x 8 hours, resulting in 1,920 hours. To complete this work with 6 persons, they still need to finish 1,920 hours of work. The number of days required would be 1,920/6, which equals 320 days. Assuming 8 hours a day, they would need 320/8, resulting in 40 days. Therefore, option C is considered correct. It’s noteworthy that in CBAP exams, candidates have reported encountering such straightforward questions related to project cost, effort, and man-months.

Question 6

Jessica, the lead business analyst for a life insurance project, has conducted elicitation with her team. Now, she is preparing to communicate the business analysis information to the stakeholders. Jessica aims to be effective and clear in her communication. Which of the following is an incorrect measure for assessing interaction skills?

Reduction in resistance to the necessary changes

Remaining impartial and avoiding taking sides.

Facilitating discussions to achieve constructive outcomes.

Fostering an environment where everyone is free to express opinions and collaborate

Correct Answer: Facilitating discussions to achieve constructive outcomes.
Explanation – Option C is correct. This is not a measure of effective interaction skills; instead, it pertains to verbal communication. Refer to Section 9.4.1.3 of BABOK

Question 7

After thoroughly examining the business processes of an organization, a business analyst has determined that the project’s scope includes process optimization. Despite having conducted multiple meetings with stakeholders, the analyst is unable to identify bottlenecks in the processes. What should he do next?

Conduct brainstorming sessions with application users

Conduct process analysis independently without involving any stakeholders.

Conduct process modeling in collaboration with the stakeholders.

Request stakeholders to allow him to observe the process in action.

Correct Answer: Request stakeholders to allow him to observe the process in action.
Explanation – Observation is the most effective technique in this situation. It is used to understand the current state of a process in all circumstances. Thus, option D is the correct answer. Refer to BABOK Knowledge Area – Elicitation and Collaboration, Task – Conduct Elicitation, section 4.2.6

Question 8

In a food ordering mobile app development project, a business analyst is constructing an onion diagram to chart the stakeholders. Where should the Subject Matter Expert (SME) be placed in the onion diagram?

Solution Delivery Category

Impacted Organizational Unit

Organization or Enterprise

Impacted External Stakeholders

Correct Answer: Organization or Enterprise.
Explanation – According to BABOK, the category “Organization or Enterprise” encompasses sponsors, executives, domain SMEs, and others who engage with the affected group. Therefore, the SME will be placed in the third category, “Organization or Enterprise,” as they are not part of solution delivery, nor do they represent the affected organizational unit whose work is impacted. They are not external either, so the only suitable answer is C.

Question 9

A Business Analyst (BA) is conducting an interview session with stakeholders for one of his projects. During the session, stakeholders begin discussing requirements that are out of scope. What should the BA do in this case?

Stop the session immediately and resume it when stakeholders are ready to discuss in-scope requirements.

Acknowledge it and make a decision about the next steps.

Raise the concern with the Project Manager.

Adjust the deliverable deadline, considering the challenges faced during the session.

Correct Answer: Acknowledge it and make a decision about the next steps.
Explanation – Option B is correct. Stakeholders might introduce discussions beyond the scope of the activity or change. In such situations, the business analyst should recognize it and decide on the next steps—either acknowledge and continue or redirect the conversation accordingly. Refer section 4.2.4.1 of BABOK

Question 10

Robert, during his requirement study, identifies key functionalities and observes that the relationship between them is mandatory, not optional. He recognizes the value of modeling these relationships. How should he represent the mandatory activities in the use case model?

By applying the stereotype ‘uses.’

By applying the stereotype ‘Include.’

By utilizing an association relationship.

By applying a stereotype -Extend.

Correct Answer: By applying the stereotype ‘Include’.
Explanation – A large use case can be broken down into multiple use cases. The INCLUDE stereotype signifies a relationship that is mandatory, not optional. Therefore, in this scenario, option B is the correct answer. Ref: https://www.uml-diagrams.org/use-case-include.html

Question 11

Business analyst P has joined a project undergoing analysis phase. P is given the initial requirements list to have an understanding of the system. P notices that the list contains a mixture of business and stakeholder requirements in the same list. What should P do?

Bring this issue to the notice of project manager and the business analyst

During the analysis phase, it is possible to have requirements of different types at the same time

Create a traceability matrix and put the requirements with proper relationships

P should map the business requirements and stakeholder requirements

Correct Answer: During the analysis phase, it is possible to have requirements of different types at the same time.
Explanation – During the requirements analysis phase, not all requirements come in a sequence as defined in requirements classification schema. Business analysts come across different types of requirements at the same time and initially these are put into a requirements list to keep track. Section 7.1.4.3

Question 12

A land surveyor determines that the land can be sold at a price of USD 40 million. The company which owns the plot, also asks an IT consultant to evaluate the opportunity of investing in a data centre at that piece of land. The consultant estimates the potential of an operating revenue of USD 80 million in present value terms if the firm is willing to invest USD 30 million today. What is the opportunity cost of investing in the second option?

$40 million

$50 million

$ 30 million

$10 million

Correct Answer: $10 million.
Explanation – The accounting profit would be to invest the USD 30 million to receive USD 80 million, hence leading to an accounting profit of USD 50 million. However, the economic profit or opportunity cost for choosing to extract will be USD 10 million because the opportunity cost of not selling the land will be USD 40 million.

Question 13

A company is considering two options. To invest $1,000,000 in a project that will generate a return of 5%. Another alternative is to investment the same amount and earn a return of 7%. The company decides to for the obvious option of investing in the project with 7% return. What is the opportunity cost for this decision?

10%

Correct Answer: 2%.
Explanation – Opportunity cost is the difference between economic returns on the option you chose and the returns on the next-best option you did not choose. Opportunity Cost = Return on next-best option not chosen – Return on chosen option. So, in this case it 7%-5% = 2%

Question 14

Banco Columbia has recently redesigned its contact centre processes. The CCSA’s (contact centre service agents) have undergone a 3 week reskilling training program to get accustomed to the newly defined processes. The reskilling activities are:

Value add

Non Value add

Business non-value-add

Complimentary Value adds

Correct Answer: Business non-value-add.
Explanation – Training programs are characteristics that must be included in the offering, activities performed to meet regulatory and other needs, or costs associated with doing business, for which the customer is not willing to pay. Refer to BABOK 10.8.2.1

Question 15

A business analyst has been assigned to a complex project having a large number of requirements. The BA is an experienced professional and he is leveraging his past experiences for organizing the work but he is not getting the desired result. Which of the following, he can look into to improve his efficiency?

Not conducting verification and validation activities

Maintaining a good relationship with stakeholders

Focusing on high risk and high priority tasks

None of these

Correct Answer: Focusing on high risk and high priority tasks.
Explanation – choice a: Incorrect. It’s not an activity useful for organizing the work. P 197. choice b: Incorrect. It’s not an activity useful for organizing the work. P 197. choice c: Correct. Focusing on high risk and high priority tasks is one of the most important things to do to organize and manage the work effectively.

Question 16

Case Study 1.1

CarzWorld Inc is an international car aggregator company. It is planning to launch a global used car online platform. The project will start in North America and will be slowly moving to other continents over the next five years. The revenue model for the company is through the commissions earned on the buying and selling of cars.

CarzWorld has an internal Business analyst team. Soham is the lead business analyst of the team. He and his team have been asked to evaluate all the alternatives and present the best choice for the organization.

Soham starts by engaging with the stakeholders to evaluate the alternatives. His focus is on the following three factors:
A. Total Cost of the Change
B. Cost-Benefit Analysis
C. NPV Analysis

Each of the options has a budgeted investment termed as Total Cost of Change. The company plans to offer the services for free for a few months after the launch. Once a critical mass is reached, the company will start charging the commission from 0.5 to 1.5% of the sale value.

The NPV analysis was conducted. Based on this analysis, the project option 3 was recommended by Soham and his team.

The total cost of ownership (TCO) is an important element of Financial analysis. In the case of software (in this case e-commerce), how does a Business analyst decide the timeframe for considering the TCO?

It is always considered to be 10 years

It is always decided with the stakeholders

It is based on the NPIC standard

None of the above

Correct Answer: It is always decided with the stakeholders.
Explanation – Option B is right. Section 10.20.3.2 suggests that the Business analysts assume a timeframe for processes or softwares. It is generally a reasonable time frame that is suitable for calculating the cost and NPV.

Question 17

Case Study 1.2

CarzWorld Inc is an international car aggregator company. It is planning to launch a global used car online platform. The project will start in North America and will be slowly moving to other continents over the next five years. The revenue model for the company is through the commissions earned on the buying and selling of cars.

CarzWorld has an internal Business analyst team. Soham is the lead business analyst of the team. He and his team have been asked to evaluate all the alternatives and present the best choice for the organization.

Soham starts by engaging with the stakeholders to evaluate the alternatives. His focus is on the following three factors:
A. Total Cost of the Change
B. Cost-Benefit Analysis
C. NPV Analysis

Each of the options has a budgeted investment termed as Total Cost of Change. The company plans to offer the services for free for a few months after the launch. Once a critical mass is reached, the company will start charging the commission from 0.5 to 1.5% of the sale value.

The NPV analysis was conducted. Based on this analysis, the project option 3 was recommended by Soham and his team.

CarzWorld wanted to decide based on best returns from an alternative. Project three was recommended by Soham. Which of the following is an indicator of higher returns for Project 3?

Highest Discount Rate

Lowest Discount Rate

Highest Sunk Cost

Lowest Sunk Cost

Correct Answer: Lowest Discount Rate.
Explanation – Higher returns indicate a higher present value. However, the discount rate is inversely proportional to present value (It is used in the denominator of the present value formula).

Present Value = Sum of (Net Benefits in that period / (1 + Discount Rate for
that period)) for all periods in the cost-benefit analysis.

So, the correct answer is B. Refer to the section 10.20.3.5 Present Value (PV)

Question 18

Case Study 1.3

Future Value

Internal rate of return

Alpha rate of return

Opportunity Cost

Correct Answer: Internal rate of return.
Explanation – Internal Rate of Return is calculated by equating the net present value equation to zero. Refer to the section 10.20.3.5 Internal Rate of Return. The correct answer is B.

Question 19

Case Study 2.1

A major car dealer in the city of New york sells more cars than any other city in the United States. The dealer not only sells new cars but also deals in old cars. The service centre is also operated by the dealer, which provides maintenance and repair service to its customers only. Outside cars are not serviced here.

Each of the divisions had its own software application but the CEO of the company wanted to have an integrated system, so that they can have a unified view of the customers and all the services. They have hired an IT company to develop the application. Business analyst has created a consolidated Entity relationship diagram during the elicitation phase, depicting all the entities in the system at that stage.

Which of the following is NOT true about the servicing of the car at the service centre?

When a customer takes one or more cars in for repair or service, one service ticket is written for each car

The car dealership maintains a service history for each of the cars serviced.

The service records are referenced by the car’s serial number.

A car brought in for service can be worked on by the same mechanic only, who serviced it last time, else a new mechanic is assigned

Correct Answer: A car brought in for service can be worked on by the same mechanic only, who serviced it last time, else a new mechanic is assigned.
Explanation – Option D is incorrect as the relationship between Servicing and mechanic is shown by Service Mechanic and that is not one to one. Which means any mechanic can service a car

Question 20

Case Study 2.2

This is a conceptual data model and is the first diagram, which is prepared by the business analyst

This is a logical data model and represents the design of the software to be developed

This is a physical data model and represents the solution of the software to be developed

This is a physical data model and represents the database design of the software to be developed

Correct Answer: This is a logical data model and represents the design of the software to be developed.
Explanation – This is a logical data model which has been created following the rules of normalization and is prepared by the business analyst.
Please note that option C and D are not correct as Physical data models are not created by business analysts, but by implementation SME

Question 21

Which of the following are the three challenges of eliciting requirements? A) Project budget B) Implicit Requirements C) Domain Knowledge/understanding D) Requirements Volatility

A, B and C

A, C and D

B, C and D

A, B and D

Correct Answer: B, C and D.
Explanation – Budget is a pre-decided thing and is a constraint under which a project is planned. However, it does not affect the way requirements are gathered and does not pose a challenge in elicitation whereas other factors do affect the gathering of requirements. Implicit Requirements – Possibly the biggest challenge as it leads to missing and incomplete requirements . Domain Understanding – Not having the business domain knowledge is a challenge in understanding the requirements correctly. Volatility – Frequent changes in the requirements during the elicitation phase can be a real challenge as it increases the effort of a BA. A general conceptual question and not directly referenced from BABOK.

Question 22

A Business analyst is preparing the business analysis approach. The BA is considering all the factors that can influence this approach. Which of the following factors does not affect the business analysis approach?

Business policies

Expert judgement

Financial position of the organization

None of these

Correct Answer: None of these.
Explanation – Refer to Section 3.1.5, planning business analysis approach does consider Business policies, expert judgement as guidelines.One of the elements of this task is the risk. A weak financial position is a risk for the project. So, Business analysts do consider the financial stability while developing the BA approach.

Question 23

Business analysis information is shared with all the stakeholders. Each of the stakeholders has a different perspective. Which of the stakeholders needs to understand the requirements and designs both?

Customer

End-user

Domain subject matter expert

Implementation subject matter expert

Correct Answer: Implementation subject matter expert.
Explanation – Choice A: Implementation subject matter expert needs to know the requirements and designs for implementation purposes as design helps them in knowing – what is to be implemented? Thus the correct answer is option d. Section 4.4.7

Question 24

Riley is the new BA in Benson & Reuters and is in charge of management and maintenance of Requirements and Designs. Which of the mentioned tasks can be performed by Riley initially?

Trace Requirements

Maintain Requirements

Assess Requirements Changes

Prioritize Requirements

Correct Answer: Assess Requirements Changes.
Explanation – Fig 5.0.1 of BABOK has a diagram showing several states of the requirements. As per this, the business analyst evaluates new and changing stakeholder requirements to determine if they need to be acted on within the scope of a change. This is the task – Assess requirements change. All the other tasks come after this. So, the correct answer is option c.

Question 25

A Business analyst is studying the current state of an organization. Which of the following the BA should know about the current state?

The current state study only includes the existing software systems and hardware systems

The current state is NOT static generally and hence it must be kept in mind by the BA

While defining the current state, the BA should always consider the enterprise characteristics

While defining the current state, the BA should never consider the enterprise characteristics as it is only about the proposed solution

Correct Answer: The current state is NOT static generally and hence it must be kept in mind by the BA.
Explanation – Section 6.1.2 of BABOK. Options A, C, and D are incorrect as current state includes the study of overall environment characteristics including proposed solution, software systems, hardware systems, processes, policies, etc. However, it depends on the scope of the change. If the proposed change is small, it might only require the study of a small component of the enterprise. On the other hand, a large change, it might include studying the entire enterprise. Option B is correct, as stated in the last paragraph of this section. The current state is rarely static, as, during the change implementation, the elements may change.

Question 26

A Business Analyst is brainstorming with the stakeholders to discuss the strategy for collecting measurement data for the performance metrics. Which of the following factors is NOT a factor to be considered in the collection of data?

The volume of data to be collected

When and how many times the data need to be collected?

Regular collection of data to keep it fresh

Selecting the appropriate data type

Correct Answer: Selecting the appropriate data type.
Explanation – The data type is not a consideration for collecting data. Any type of data can be collected based on performance measures. The other three factors in Options A, B, and C are listed in Section 8.1.4.3 of BABOK. Thus, option D is the correct answer.

Question 27

Nancy is working towards establishing a consistent vocabulary describing business information and the relationships within that information. She is creating a data model for this purpose that is independent of any solution or technology. This data model can be used to represent how the business perceives its information. Which type of data model is being created by Nancy?

Physical Data Model

Transactional Data Model

Logical Data Model

Conceptual Data Model

Correct Answer: Conceptual Data Model.
Explanation – The conceptual, logical, and physical data models are developed for different purposes. Conceptual data model: is independent of any solution or technology and can be used to represent how the business perceives its information. Refer to Section 10.15.2 of BABOK guide. There is no type of data model which is known as Transactional Data Model.

Question 28

BA Peter is creating a state transition model to capture the states of entities and their transformations. Which of the following statements is not true about this model?

It provides a complementary view to the process model

It describes the events and conditions that cause the entity to change states

State Transition diagram is a type of process model

It identifies and describes the activities that apply to the entity at different states of the entity.

Correct Answer: State Transition diagram is a type of process model.
Explanation – Option D is true as it is one of the strengths of state model. Option B is true as per section 10.44.2. Option A is true as per the last paragraph of section 10.44.2. Only option C is not correct.

Question 29

A business analyst is identifying new capabilities to be built to help the organization achieve its business objectives. Which of the following is being done by the business analyst?

Define change strategy

Define future state

Conduct business capability analysis

Creating business capability map

Correct Answer: Define future state.
Explanation – Defining future state is the task that involves identifying new capabilities (section 6.2.4.5) and potential value under one of its elements. These capabilities are utilized to realize the desired future state and deliver improved products and services (achieving the business objective). Section 6.2.4.11.

Question 30

A business analyst is part of an ERP implementation for a trading company spread across 16 countries. Its offices have local infrastructure, using 3rd party hosting or having its own data centres. The BA is studying the requirements. What should the BA be particular about?

Assessing the technical capabilities

Defining the transition requirements

Assessing the people and culture

Stakeholder analysis and collaboration

Correct Answer: Assessing the technical capabilities.
Explanation – The options B, C and D are not completely out of context but if you study the question, it talks about varying infrastructure and sets the context for the question. So, the correct answer is to assess the technical infrastructure to check the organizational readiness.

Question 31

In the Requirement Elicitation phase, just before interacting with a highly influential Stakeholder, the Business Analyst has a dilemma on the place of interview. Whether (s)he should arrange the interview session in a. the Stakeholder’s department b. the Business Analyst’s workplace c. the neutral location to make the session more effective.

Option A

Option B

Option C

none of the above

Correct Answer: Option A.
Explanation – Correct Option ‘1’ — This is the most correct option as per BABOK definition of Interview technique. In Stakeholder’s own department or workplace, he will be most comfortable in answering all questions of the Business Analyst, in showing any relevant documents/reports to the Business Analyst for better understanding, in showing the operating environment where the solution will operate.. Incorrect Options: 2. Incorrect — as the Stakeholder(s) may not feel comfortable with Business Analyst’s workplace and thus may not get encouraged to reveal much information or show work related documents. 3. Incorrect — as the Stakeholder(s) may not feel very comfortable with the neutral place like common meeting area or rooms and thus may not get encouraged to reveal much information or show work related documents. 4. Incorrect — as option ‘1’ is correct.

Question 32

The product team at a company wants to start thinking about the various design options that they may have to deliver a change. The business analyst (BA) in the team is tasked with ensuring that the solution approach is feasible and in line with the approach followed to transition to the future state. Also, ensure that the design approach addresses a holistic set of requirements. Which documents/deliverables can the BA use to fulfill his task?

Requirements (prioritized) & Future State Description

Requirements (traced) & Solution Scope

Existing solutions & Requirements (traced)

Requirements Architecture & Change Strategy

Correct Answer: Requirements Architecture & Change Strategy.
Explanation – Correct Answer: Change strategy helps in deciding what is feasible and requirements architecture helps in ensuring that the design options address the holistic set of requirements. Ref BABOK 7.5.3 point 1 & 3. Incorrect Answers: Option 1 – prioritized requirements help in prioritizing the solution components, this need is not mentioned in the question. Option 2 – Traced requirements is not a valid input for this task. Option 3 – Traced requirements is not a valid input for this task.

Question 33

A senior business analyst is working with the Stakeholders to define the future state. The stakeholders have clearly defined goals of re-aligning target customer segments, increasing customer base, and form new partnerships to expand their reach. Which of the following techniques can be useful in this scenario?

Balanced Scorecard

Business Capability Maps

Business Model Canvas

SWOT Analysis

Correct Answer: Business Model Canvas.
Explanation – Business Model Canvas is the correct technique here. It helps BA to look at the organization from the point of view of nine elements viz. Value Proposition, Customer Relationship, Customer Segment, Cost Structure, Revenue Streams, Key Partnerships, Key Resources, Channels, and Key Activities. Now, above points specifically solves the defined goals of the stakeholders and thus option c is the correct answer. Refer Section 10.8.2

Question 34

Caesar, a Business Analyst, aims to minimize initial uncertainty before the implementation phase. Both he and the project manager are of the opinion that mitigating risks is achievable by establishing a mitigation and contingency plan. Which of the following planning approaches are they contemplating?

Bottom-Up Approach

To-down Approach

Adaptive Approach

Predictive Approach

Correct Answer: Predictive Approach.
Explanation – They are considering a Predictive Approach. This approach emphasizes minimizing upfront uncertainty by ensuring a well-defined and planned solution before implementation begins, aiming to maximize control and minimize risks. Refer Figure 3.1.2 of BABOK.

Question 35

A business analyst, B, is strategizing the stakeholder analysis and engagement process, utilizing a range of documents and resources for efficient task execution. Among the options provided, which is the document or resource that B is least likely to employ?

Organizational policies

Change strategy

Business analysis performance assessment

Current state description

Correct Answer: Organizational policies.
Explanation – Options B, C, and D serve as guidelines and tools for the task, as specified in section 3.2.5 of BABOK. In contrast, organizational policies do not function as either a guideline/tool or an input for this particular task.

Question 36

Rahim, serving as the business analyst for an insurance company, has been approached by the Head of Marketing. The latter has requested consideration for a new solution aimed at enhancing the efficiency of customer information collection. How would you classify this source of need?

Bottom-up

External drivers

Middle management

Top-down

Correct Answer: Top-down.
Explanation – Starting from the top down, a strategic goal that requires attainment is outlined. Capturing business details emerges as a business goal, as it facilitates the organization in planning their marketing strategies more effectively. Refer section 6.1.4.1 of BABOK.

Question 37

A business analyst is assessing supply chain management systems, deciding between a subscription-based product and an on-premises product. With assistance from the sponsor, the analyst has defined the criteria for evaluation. What technique is he employing in this process?

Decision tree

Decision Objective matrix

Decision matrices

Trade-offs

Correct Answer: Decision matrices.
Explanation – The business analyst is employing decision matrices, as criteria are being used for evaluation. Therefore, option C is correct. Option B is incorrect. A decision tree is a method used to assess the preferred outcome when multiple sources of uncertainty exist. Option D is also incorrect. Trade-offs become relevant when a decision problem involves multiple, possibly conflicting objectives. Option C is accurate. However, it’s worth noting that the term “decision objective matrix” may not be a standard term, and the commonly used term is “decision matrix” for evaluating criteria in decision-making processes.

Question 38

Robert, serving as the business analyst for a Business Process Management (BPM) project, is engaging in the review of project learnings, process architecture, and other documentation from a comparable project.

Research

Document Analysis

Observation

Quality assurance

Correct Answer: Document Analysis.
Explanation – One of the elicitation techniques employed to comprehend and assess existing systems, contracts, business procedures, policies, standards, and regulations is document analysis. Therefore, in this case, Robert is conducting document analysis, and the accurate response is option B. Please refer section 4.2.6 of BABOK.

Question 39

A business analyst has identified the stakeholders to be involved in the governance process for the change. Besides having prepared an organizational chart and other visual models to identify stakeholders, what other documents should the BA require while developing the governance approach?

Activity diagram models

Prioritization approach

Change control process

Business analysis approach

Correct Answer: Business analysis approach.
Explanation – Option D is correct. Refer section 3.3.3 of BABOK. It is crucial to integrate the overall business analysis approach into the governance approach to ensure consistency. As the business analyst is already creating an organizational chart and other visual models, such as activity diagrams for stakeholder identification, option A is incorrect. The emphasis here is on identifying other documents. Options B and C will be part of the governance process, so they cannot be the correct choices.

Question 40

The presented table illustrates the analysis performed by a Project Management Office (PMO) within an IT company. Focus on option B. What constitutes the opportunity cost of enhancing the efficiency of the .NET developer?

$ 700 per month

4% reduction in efficiency of Python developers

0% net impact on efficiency across the organization

$ 400 per month

Correct Answer: 4% reduction in efficiency of Python developers.
Explanation – The opportunity cost associated with enhancing the efficiency of the .NET developer by 4 percentage points when transitioning from Choice B to Choice C is represented by the 4 percentage point decrease in Python developer efficiency. Another way to quantify this is by considering the increase in monthly salaries from B to C, which amounts to (4,000-3,500) + (3,200-2,800) = $900 per month. It’s important to note that this specific option is not included in the question. It’s crucial to recognize that opportunity cost is not always measured in monetary terms, as mentioned in section 6.4.4 of BABOK, which defines opportunity cost as the benefits that could have been realized by opting for an alternative change strategy.

Question 41

A potentially valid but unverified factor, widely accepted as true but lacking confirmed accuracy or subject to change over time. What is this factor?

Risk

Assumption

Constraint

Volume of Change

Correct Answer: Assumption.
Explanation – According to the definition provided in the Glossary’s Appendix under the alphabet ‘A,’ an assumption is a factor believed to be true but lacking confirmed accuracy or subject to potential change. Unlike a constraint, which is assumed to be true, a risk becomes a factor only when realized, making it not fit within this definition. The volume of change is merely a metric measurable at a future date and time. For further clarification, please refer to the ‘Glossary of Terms.’

Question 42

What is the nature of the task being performed by the business analyst who is examining an organization’s vital operations, crucial performance indicators, and the factors constraining those operations?

The business analyst is examining opportunities for improving processes.

The business analyst is assessing the solution.

The business analyst is outlining the approach for business analysis.

The business analyst is conducting a risk analysis.

Correct Answer: The business analyst is examining opportunities for improving processes..
Explanation – The business analyst is undertaking an analysis of the present state, with a focus on developing a process-centric perspective of the organization to facilitate improvements in processes. Please refer to the ‘Analyze Current State’ description and section 6.1.6 of BABOK.

Question 43

Sakshi is involved in a lengthy project where her project manager, Mansoor Katke, has been leading for the past five years. Sakshi has noticed Mansoor’s exceptional ability in managing the team, keeping them motivated, and fostering unity. Which competency is exhibited by Mansoor?

Facilitation

Teamwork

Business acumen

Trustworthiness

Correct Answer: Facilitation.
Explanation – Facilitation is employed not only to streamline interactions among stakeholders but also in conflict resolution, as stated in section 9.5.1.1 of BABOK. In this instance, Mansoor Katke is exemplifying the Facilitation competency. Therefore, option A is correct. Teamwork pertains to an individual fostering harmonious relationships within a team, making option B incorrect. Business acumen involves knowledge of the business domain and is not applicable in this context, rendering option C incorrect. Trustworthiness, according to section 9.2.3 of BABOK, the perception of being reliable, and it does not apply here either. Therefore, option D is also an incorrect choice.

Question 44

Ron Jamil, the Lead Business Analyst in a commercial off-the-shelf (COTS) implementation project, and his team are preparing to create AS-IS and TO-BE process models. Which of the following techniques would be beneficial for this task?

Functional decomposition

Use case model

Data flow diagrams

State transition diagrams

Correct Answer: Data flow diagrams.
Explanation – Options A and B are inaccurate as functional decomposition and use case models are employed in the early stages of requirements analysis and modeling, not for process modeling. Option C is correct. AS-IS and TO-BE models are forms of process modeling, and the suitable technique for this activity is data flow diagrams. This aligns with Tasks 6.1 and 6.2, specifically mentioned in section 10.35.3.1 of BABOK. Option D is incorrect. State transition diagrams illustrate transitions for entities or objects and are not suitable for process modeling.

Question 45

Stakeholders respond variably to textual, verbal, and visual models. As business analysts, it is essential for us to take this into account. What behavioral characteristics should the business analyst possess to effectively cater to the diverse needs of all stakeholders?

Personal Accountability

Adaptability

Reliability

Ethics

Correct Answer: Adaptability.
Explanation – A crucial skill for a business analyst is the ability to assess and choose techniques that are effective, adapting as needed to enhance the chances of a successful interaction. This capacity for adjustment is known as adaptability, making option b the correct answer. Refer section 9.2.5 of BABOK.

Question 46

A company is evaluating two options: investing $1,000,000 in a project with a 5% return or choosing an alternative project that yields a 7% return. The company opts for the latter, the project with the higher return. What is the opportunity cost of this decision?

0.05

0.07

0.02

0.12

Correct Answer: 0.02.
Explanation – The opportunity cost, as defined in section 6.4.4.4 of BABOK (4th Paragraph), is the difference between the economic returns on the option chosen and the returns on the next-best option not chosen. Therefore, in this case, it is calculated as 7% – 5% = 2%.

Question 47

Rita Williams is involved in a retail internet banking project. The bank aims to decrease the time required to open a new account from the current 24 hours to 4 hours. However, Rita is skeptical about achieving this goal based on the existing state. What kind of competency empowers Rita to make this assessment?

Business Acumen

Organizational Knowledge

Solution knowledge

Decision-Making

Correct Answer: Solution knowledge.
Explanation – Business Acumen – This term refers to the skills developed over time to understand a particular domain, making it inappropriate in this context (section 9.3.1 of BABOK). Organizational Knowledge – While it provides insight into the management and business architecture of the enterprise, it is not the correct option for this scenario (section 9.3.3 of BABOK). Decision Making – This competency, focused on making decisions from multiple options, is also not applicable in this situation (section 9.1.2 of BABOK). Solution Knowledge – Rita Williams’ understanding of existing departments, environments, or technology enables her to efficiently assess that achieving the 4-hour account opening goal is not feasible. Therefore, the correct answer is option C (section 9.3.4 of BABOK).

Question 48

Jeremy is a senior consultant with an airline company – Atlanta Airways. The company is suffering heavy losses because of the worldwide lockdown due to pandemic like situation. He needs to prepare a presentation for senior management, listing down different change strategies through which the company can withstand losses and sustain in a tough environment. What is the name of the document which Jeremy needs to prepare here?

Strategic Plan

Business Model Canvas

Business Case

Balanced Scorecard

Correct Answer: Business Case.
Explanation – Business Case is the correct choice here. The said document provides a justification for a course of action based on benefits to be realized as compared to the cost, effort, and other considerations (underlying risks, etc.). Section 6.4.6 of BABOK.

Question 49

Roger is a business analyst. He ensures that the right subject matter experts (SMEs) and other stakeholders are participating effectively, stakeholder attitudes and interest are staying constant or improving, elicitation results are confirmed in a timely manner, and agreements and commitments are maintained. Which of the following element of the knowledge area Elicitation and Collaboration is being highlighted by Roger?

Gain Agreements on Commitments

Monitor Stakeholder Engagement

Prepare Stakeholders

Collaboration

Correct Answer: Monitor Stakeholder Engagement.
Explanation – It is the Monitor Stakeholder Engagement element of the task Manage Stakeholder Collaboration.

Question 50

As a Business Analyst, you’ve recognized the significant challenges in implementing project requirements. The sponsor has recommended prioritizing requirements to minimize resource expenditure before discovering any limitations in implementation. In this situation, what would be your main criteria for prioritization?

Constraints

Dependencies

Risks

Penalties

Correct Answer: Risks.
Explanation – Section 5.3.4.1 of BABOK discusses Risks, which pertain to the likelihood that a requirement may fail to deliver its potential value or may not be achievable. Factors influencing this may encompass the complexity of requirement implementation. The current query pertains to this context, highlighting that risk is the appropriate criterion for prioritization.

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