PMI Agile Certified Practitioner (PMI-ACP) — Questions and Answers

Question 1: In agile estimation, what does a 'story point' primarily represent?

Relative effort, complexity, and uncertainty (Correct answer)
Hours of work required
Business value of the feature
Number of tasks in a story

Correct answer: Relative effort, complexity, and uncertainty

Story points are a relative measure of effort, complexity, and risk rather than an absolute time unit, allowing teams to estimate without time-boxing individuals.

Question 2: In Scrum, which ceremony is specifically designed for process improvement?

Sprint review
Sprint planning
Daily scrum
Sprint retrospective (Correct answer)

Correct answer: Sprint retrospective

The sprint retrospective is a dedicated ceremony where the team inspects how they worked and creates improvement actions for the next sprint.

Question 3: Which of the following best defines the Minimum Viable Product (MVP) in Agile?

A version with minimal features to validate learning. (Correct answer)
A high-risk release with no testing.
A fully completed product with all features.
An incomplete prototype with no user value.

Correct answer: A version with minimal features to validate learning.

An MVP is the smallest possible version of a product that can be released to early customers to gather validated learning about their needs and market demand. It contains just enough features to be usable and provide value, allowing teams to test hypotheses and iterate based on real-world feedback before investing in full development.

Question 4: How should performance be measured in organizational leadership?

Measuring only when problems arise
Using a single financial metric
Relying on subjective impressions
Using balanced scorecards with multiple key performance indicators (Correct answer)

Correct answer: Using balanced scorecards with multiple key performance indicators

Balanced scorecards with multiple KPIs provide a comprehensive view of performance across financial, customer, process, and learning dimensions.

Question 5: Which metric best measures a team's predictability in agile projects?

Velocity consistency over multiple sprints (Correct answer)
Number of features completed in one sprint
Lines of code written per day
Number of bugs found during testing

Correct answer: Velocity consistency over multiple sprints

Consistent velocity across sprints indicates a predictable, stable team capable of reliable forecasting and planning.

Question 6: What does the term 'cone of uncertainty' mean in agile project planning?

The number of stories that are uncertain in a sprint
The risk register's confidence interval
Estimate accuracy improves as more is known about the project over time (Correct answer)
The range of team members' skill levels

Correct answer: Estimate accuracy improves as more is known about the project over time

The cone of uncertainty illustrates that early project estimates have a wide range of variance that narrows as discovery, prototyping, and development provide more information.

Question 7: How does the INVEST acronym guide teams when writing and sizing user stories? What does the 'E' stand for?

Expandable
Essential
Estimable (Correct answer)
Executable

Correct answer: Estimable

The 'E' in INVEST stands for Estimable, meaning the story must be clear enough for the team to size it; stories that cannot be estimated are typically too vague or too large.

Question 8: Which estimation technique uses a modified Fibonacci sequence (1, 2, 3, 5, 8, 13, 20...) to size user stories?

Planning Poker (Correct answer)
Affinity Mapping
Bucket System
T-Shirt Sizing

Correct answer: Planning Poker

Planning Poker uses a modified Fibonacci sequence on cards so that larger numbers reflect greater uncertainty in large estimates.

Question 9: What risk management principle applies to financial analysis?

Ignore risks until they become problems
Accept all risks without analysis
Transfer all risks to insurance
Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)

Correct answer: Proactively identify, assess, and mitigate risks through a structured framework

Proactive risk management through structured identification, assessment, and mitigation is essential for business continuity.

Question 10: What is a key characteristic of a self-organizing agile team?

The team decides how best to accomplish their work without being directed by others (Correct answer)
Team members wait for a manager to assign tasks
Only the Scrum Master assigns tasks
The Product Owner directs all daily work

Correct answer: The team decides how best to accomplish their work without being directed by others

Self-organizing teams determine internally how to accomplish their goals rather than being externally directed by a manager.

Question 11: What agile concept involves making work visible to identify inefficiencies?

Visual management (Correct answer)
Release planning
Story point estimation
Daily standup meetings

Correct answer: Visual management

Visual management uses tools like Kanban boards and information radiators to make work and flow visible, enabling teams to spot and address inefficiencies quickly.

Question 12: A sponsor asks when a fixed-scope release will be done. The backlog is 240 points and the team's average velocity is 30 points per two-week iteration. What is the best estimate?

About 4 iterations
About 6 iterations
About 12 iterations
About 8 iterations (roughly 16 weeks) (Correct answer)

Correct answer: About 8 iterations (roughly 16 weeks)

240 points divided by 30 points per iteration equals 8 iterations, or about 16 weeks.

Question 13: Which agile estimation technique groups a large number of items on a wall from smallest to largest without using numerical values?

Wideband Delphi
Planning Poker
Story Mapping
Affinity Estimation (Correct answer)

Correct answer: Affinity Estimation

Affinity Estimation has team members silently arrange items from smallest to largest on a wall, then add size labels after groupings emerge, making it fast for large backlogs.

Question 14: Which leadership approach best supports organizational leadership?

Delegating all responsibilities without oversight
Avoiding all difficult decisions
Collaborative leadership that empowers team members and fosters innovation (Correct answer)
Autocratic decision-making without input

Correct answer: Collaborative leadership that empowers team members and fosters innovation

Collaborative leadership that empowers team members drives engagement, innovation, and better outcomes.

Question 15: What is 'swarming' in agile team dynamics?

Breaking work into the smallest possible pieces
Team members ignoring their assignments
Multiple team members collaborating on a single task to complete it faster (Correct answer)
Assigning one person to handle all bugs

Correct answer: Multiple team members collaborating on a single task to complete it faster

Swarming occurs when team members collectively focus on one work item to remove blockers and accelerate its completion.

Question 16: How should performance be measured in stakeholder management?

Measuring only when problems arise
Using a single financial metric
Relying on subjective impressions
Using balanced scorecards with multiple key performance indicators (Correct answer)

Correct answer: Using balanced scorecards with multiple key performance indicators

Balanced scorecards with multiple KPIs provide a comprehensive view of performance across financial, customer, process, and learning dimensions.

Question 17: What is the main purpose of a sprint (iteration) goal in strategic planning?

To give the team a focused objective that ties iteration work to broader product goals (Correct answer)
To replace the definition of done
To list every task the team will do
To set individual performance targets

Correct answer: To give the team a focused objective that ties iteration work to broader product goals

An iteration goal connects the iteration's work to the product strategy and gives the team flexibility in how to reach it.

Question 18: A product owner wants a quick, relative way to rank 40 backlog items with stakeholders. Which technique fits best?

Dot voting (multi-voting) (Correct answer)
Monte Carlo simulation
Critical path method
Earned value analysis

Correct answer: Dot voting (multi-voting)

Dot voting lets stakeholders quickly express relative priority across many items.

Question 19: What is a 'process improvement backlog' in agile?

A list of defects found during testing
The product backlog for a process automation tool
A prioritized list of process improvements identified during retrospectives (Correct answer)
Documentation of past project failures

Correct answer: A prioritized list of process improvements identified during retrospectives

A process improvement backlog captures improvement actions from retrospectives, ensuring they are tracked and prioritized alongside product work.

Question 20: A new agile team just formed and has no historical velocity. Which approach is recommended to set an initial sprint capacity?

Select a few stories, break them into tasks, and estimate hours to derive an initial capacity (Correct answer)
Skip estimation for the first three sprints entirely
Estimate based on a gut-feel commitment from the product owner
Use the velocity of a similar team from a previous project

Correct answer: Select a few stories, break them into tasks, and estimate hours to derive an initial capacity

For teams without velocity history, decomposing stories into tasks and summing estimated hours provides a grounded starting capacity until empirical velocity data accumulates.

Question 21: A team uses a 'reference story' when doing story point estimation. What is the purpose of the reference story?

To identify dependencies between stories
To serve as a calibration baseline for sizing other stories (Correct answer)
To set the sprint goal
To document acceptance criteria

Correct answer: To serve as a calibration baseline for sizing other stories

A reference story is a previously completed story the team agrees represents a known size, used as an anchor to calibrate estimates for new stories.

Question 22: Which technique involves subject-matter experts independently submitting estimates, sharing rationale anonymously, and iterating until consensus is reached?

Wideband Delphi (Correct answer)
Planning Poker
MoSCoW Prioritization
Dot Voting

Correct answer: Wideband Delphi

Wideband Delphi uses anonymous expert estimates and structured discussion rounds to converge on a consensus estimate while minimizing social pressure and groupthink.

Question 23: When a team discovers during sprint planning that a user story is too large to complete in one iteration, what is the recommended agile approach?

Remove it from the backlog entirely
Carry it over to the next sprint without changes
Assign it to the most experienced developer
Split it into smaller stories that each deliver value (Correct answer)

Correct answer: Split it into smaller stories that each deliver value

Stories too large for a single iteration (often called 'epics') should be split into smaller, independently deliverable stories that can each be completed within a sprint.

Question 24: What does the 'definition of done' (DoD) ensure for an agile team?

A shared understanding of what criteria must be met before work is considered complete (Correct answer)
Work is done when developers say it is
Only the Product Owner decides when work is done
Done means the code is written but not tested

Correct answer: A shared understanding of what criteria must be met before work is considered complete

The Definition of Done establishes consistent quality standards that all team members agree work must meet before it can be accepted.

Question 25: How does ethical decision-making apply to financial analysis?

Ethics apply only to public-facing decisions
All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Ethics are irrelevant in business
Following the law is sufficient without ethical consideration

Correct answer: All decisions should consider legal compliance, stakeholder impact, and organizational values

Ethical decision-making requires considering legal compliance, stakeholder impact, and alignment with organizational values.

Question 26: Which Agile Manifesto value directly addresses team collaboration dynamics?

Working software over comprehensive documentation
Individuals and interactions over processes and tools (Correct answer)
Responding to change over following a plan
Customer collaboration over contract negotiation

Correct answer: Individuals and interactions over processes and tools

The 'individuals and interactions' value emphasizes the importance of human collaboration over rigid processes and tool usage.

Question 27: Which Agile practice helps ensure value-driven delivery?

Prioritizing backlog items based on business value. (Correct answer)
Focusing only on low-risk tasks.
Randomly selecting features to develop.
Developing all features at the same time.

Correct answer: Prioritizing backlog items based on business value.

Prioritizing backlog items based on their business value is a fundamental Agile practice that ensures the most impactful features are developed and delivered first. This strategic prioritization helps teams focus their efforts on what matters most to stakeholders, aligning development with business objectives and maximizing return on investment.

Question 28: T-Shirt sizing (XS, S, M, L, XL) is best suited for which phase of agile estimation?

Final release sign-off
High-level portfolio or roadmap estimation (Correct answer)
Calculating individual developer capacity
Sprint-level detailed planning

Correct answer: High-level portfolio or roadmap estimation

T-shirt sizing provides a fast, rough estimate for a large number of items at the portfolio or roadmap level before detailed sprint-level sizing is needed.

Question 29: What communication strategy is most effective for strategic planning?

Limit communication to written memos only
Use technical jargon to demonstrate expertise
Maintain transparent, timely, and audience-appropriate communication (Correct answer)
Communicate only when required by policy

Correct answer: Maintain transparent, timely, and audience-appropriate communication

Transparent, timely, and audience-appropriate communication builds trust and ensures alignment among stakeholders.

Question 30: What is a key benefit of Agile methodologies?

Adaptability to changing requirements. (Correct answer)
Strict adherence to initial project scope.
Minimal customer involvement.
Prioritizing lengthy documentation over software delivery.

Correct answer: Adaptability to changing requirements.

Agile methodologies are designed to embrace change, recognizing that requirements often evolve throughout a project. By working in short iterations and continuously incorporating feedback, Agile teams can quickly adapt to new information and shifting priorities, ensuring the final product remains relevant and valuable.

Question 31: Which agile practice helps teams identify and remove impediments quickly?

Backlog refinement
Sprint review
Sprint planning
Daily standup (Correct answer)

Correct answer: Daily standup

The daily standup is a short synchronization meeting where team members surface blockers for rapid resolution.

Question 32: What root cause analysis technique is commonly used in agile retrospectives?

SWOT analysis
The 5 Whys technique (Correct answer)
Story mapping
Risk register review

Correct answer: The 5 Whys technique

The 5 Whys technique involves repeatedly asking why to dig past symptoms and identify the true root cause of a problem.

Question 33: What does 'lead time' measure in a Kanban or agile context?

The total time from when a request is made until it is delivered to the customer (Correct answer)
Time to onboard a new team member
Time between sprint planning and retrospective
Time spent in code review only

Correct answer: The total time from when a request is made until it is delivered to the customer

Lead time captures the customer's perspective — how long they wait from making a request until they receive the finished deliverable.

Question 34: Which Agile principle focuses on delivering value quickly?

Focusing on completing full documentation first.
Eliminating change requests.
Delivering working software frequently. (Correct answer)
Strictly following project plans.

Correct answer: Delivering working software frequently.

One of the core Agile principles emphasizes delivering valuable, working software to the customer frequently, typically in short iterations. This approach allows for early feedback, continuous validation, and the ability to adapt to changing requirements, ensuring that value is consistently provided and risks are mitigated.

Question 35: How does ethical decision-making apply to business ethics?

All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Following the law is sufficient without ethical consideration
Ethics are irrelevant in business
Ethics apply only to public-facing decisions

Correct answer: All decisions should consider legal compliance, stakeholder impact, and organizational values

Ethical decision-making requires considering legal compliance, stakeholder impact, and alignment with organizational values.

Question 36: What is the primary benefit of using relative estimation over time-based estimation in agile?

It eliminates the need for a product backlog
It provides exact delivery dates
It reduces anchoring bias and leverages team consensus (Correct answer)
It requires no calibration with a baseline story

Correct answer: It reduces anchoring bias and leverages team consensus

Relative estimation reduces individual anchoring bias because team members compare stories to each other rather than estimating in hours, and consensus is reached collaboratively.

Question 37: A team uses 'cost of delay divided by job duration' to sequence work. What technique is this?

Kano analysis
Weighted Shortest Job First (WSJF) (Correct answer)
MoSCoW
Wideband Delphi

Correct answer: Weighted Shortest Job First (WSJF)

WSJF ranks work by dividing cost of delay by job size or duration so that high-value, short jobs go first.

Question 38: Which of the following is an example of a 'spike' in agile, and how does it relate to estimation?

A spike is a time-boxed research task used to reduce uncertainty before estimating a story (Correct answer)
A spike is an unplanned story added to the sprint
A spike is a defect discovered during testing
A spike is a velocity outlier that must be excluded from averages

Correct answer: A spike is a time-boxed research task used to reduce uncertainty before estimating a story

A spike is a short, time-boxed investigation or prototype whose outcome provides the information needed to estimate or implement a story that was previously too uncertain.

Question 39: How should performance be measured in risk management?

Using balanced scorecards with multiple key performance indicators (Correct answer)
Relying on subjective impressions
Measuring only when problems arise
Using a single financial metric

Correct answer: Using balanced scorecards with multiple key performance indicators

Balanced scorecards with multiple KPIs provide a comprehensive view of performance across financial, customer, process, and learning dimensions.

Question 40: What do 'T-shaped skills' mean in an agile team context?

All team members have identical skill sets
Team members specialize in exactly two areas
A team member has deep expertise in one area and broad knowledge across other disciplines (Correct answer)
A team member only knows one skill

Correct answer: A team member has deep expertise in one area and broad knowledge across other disciplines

T-shaped skills refer to having depth in one specialty combined with breadth across multiple disciplines, enabling cross-functional collaboration.

Question 41: Which Agile Manifesto principle supports giving motivated individuals the environment and trust they need to succeed?

Deliver working software frequently, from a couple of weeks to a couple of months
Build projects around motivated individuals and trust them to get the job done (Correct answer)
Maintain a constant pace of sustainable development indefinitely
Welcome changing requirements, even late in development

Correct answer: Build projects around motivated individuals and trust them to get the job done

This principle emphasizes that motivated people, given the right support and autonomy, are the foundation of successful agile projects.

Question 42: Which Agile Manifesto principle directly mandates continuous process improvement by the team?

Deliver working software frequently, at a couple of weeks to a couple of months
Simplicity — the art of maximizing the amount of work not done — is essential
The best architectures emerge from self-organizing teams
At regular intervals, the team reflects on how to become more effective, then tunes and adjusts its behavior accordingly (Correct answer)

Correct answer: At regular intervals, the team reflects on how to become more effective, then tunes and adjusts its behavior accordingly

This Agile Manifesto principle directly mandates retrospective reflection and process adjustment as a continuous, recurring practice for all agile teams.

Question 43: In a story map, what does the horizontal 'backbone' typically represent?

The sequence of user activities that make up the workflow (Correct answer)
The team's velocity per iteration
The priority of defects
The order in which developers will code the stories

Correct answer: The sequence of user activities that make up the workflow

The backbone of a story map lists the user activities in narrative order, with detailed stories placed beneath them.

Question 44: What does the 'inspect and adapt' principle mean in agile?

Having a QA team review all deliverables
Regularly reviewing progress and processes to make necessary adjustments (Correct answer)
Testing all code before release
Letting the customer inspect the team's work

Correct answer: Regularly reviewing progress and processes to make necessary adjustments

Inspect and adapt is a core agile practice where teams continuously examine their work and processes to identify and implement improvements.

Question 45: What is the main benefit of slicing epics into thin vertical slices for early releases?

It eliminates the need for testing
It allows teams to complete one technical layer at a time
It delivers end-to-end value sooner and enables earlier feedback (Correct answer)
It reduces the number of stakeholders

Correct answer: It delivers end-to-end value sooner and enables earlier feedback

Vertical slices cut through all layers to deliver usable value early and gather feedback.

Question 46: Why do agile teams typically plan releases at a coarse level and iterations at a detailed level?

Because iteration plans never change
Because release planning is optional in agile
Because detailed planning is done only by the project manager
Because uncertainty is higher further in the future, so detail is added progressively (Correct answer)

Correct answer: Because uncertainty is higher further in the future, so detail is added progressively

Rolling wave planning adds detail as work gets closer, because distant work is more uncertain.

Question 47: What is a core value of the Agile Manifesto?

Comprehensive documentation over working software.
Following a strict process over collaboration.
Individuals and interactions over processes and tools. (Correct answer)
Contract negotiation over customer collaboration.

Correct answer: Individuals and interactions over processes and tools.

The Agile Manifesto prioritizes human elements and collaboration, recognizing that successful projects are driven by effective communication and interaction among team members and stakeholders. While processes and tools are useful, they should support, not dictate, the people involved, ensuring flexibility and responsiveness.

Question 48: During release planning, the team realizes the target date cannot accommodate all 'Must have' stories. What is the most agile response?

Collaborate with the product owner to adjust scope or the date based on value (Correct answer)
Add stories to the release to show commitment
Lower the definition of done
Secretly increase working hours to fit the scope

Correct answer: Collaborate with the product owner to adjust scope or the date based on value

Agile teams make trade-offs transparently with the product owner, typically flexing scope against a fixed timebox.

Question 49: Which leadership approach best supports risk management?

Autocratic decision-making without input
Avoiding all difficult decisions
Delegating all responsibilities without oversight
Collaborative leadership that empowers team members and fosters innovation (Correct answer)

Correct answer: Collaborative leadership that empowers team members and fosters innovation

Collaborative leadership that empowers team members drives engagement, innovation, and better outcomes.

Question 50: Which Agile practice supports adaptive planning?

Avoiding stakeholder involvement in planning.
Delaying planning until later stages.
Continuous backlog refinement. (Correct answer)
Freezing requirements at project start.

Correct answer: Continuous backlog refinement.

Continuous backlog refinement is an Agile practice where the product backlog is regularly reviewed, updated, and re-prioritized based on new information, stakeholder feedback, and changing market conditions. This ongoing process ensures that the plan remains adaptive and reflects the most current understanding of what needs to be built.

Question 51: How does ethical decision-making apply to risk management?

All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Ethics are irrelevant in business
Following the law is sufficient without ethical consideration
Ethics apply only to public-facing decisions

Correct answer: All decisions should consider legal compliance, stakeholder impact, and organizational values

Ethical decision-making requires considering legal compliance, stakeholder impact, and alignment with organizational values.

Question 52: Which statement best describes 'fixed time, flexible scope' release planning?

The release date can slip, but all features must be delivered
The release date is held, and the lowest-priority features are cut if needed (Correct answer)
Neither date nor scope can change
Cost is variable and time is fixed, but quality can be reduced

Correct answer: The release date is held, and the lowest-priority features are cut if needed

Agile commonly fixes the timebox and adjusts scope, dropping lower-priority items to protect the date and quality.

Question 53: A product owner wants to split a large epic into smaller stories. Which split strategy ensures each resulting story still delivers independent business value?

Split by sprint calendar date
Split by workflow step or user journey segment (Correct answer)
Split by team member assignment
Split by technical layer (UI, API, database)

Correct answer: Split by workflow step or user journey segment

Splitting by workflow step or user journey segment produces stories that each deliver a recognizable increment of value to the user, satisfying the 'V' in INVEST (Valuable).

Question 54: What communication strategy is most effective for risk management?

Limit communication to written memos only
Use technical jargon to demonstrate expertise
Maintain transparent, timely, and audience-appropriate communication (Correct answer)
Communicate only when required by policy

Correct answer: Maintain transparent, timely, and audience-appropriate communication

Transparent, timely, and audience-appropriate communication builds trust and ensures alignment among stakeholders.

Question 55: Which approach best aligns with Agile thinking?

Minimizing feedback to avoid scope changes.
Following rigid processes regardless of changes.
Encouraging customer collaboration throughout the project. (Correct answer)
Focusing solely on contract negotiations.

Correct answer: Encouraging customer collaboration throughout the project.

Agile thinking places a high value on continuous customer collaboration, viewing it as essential for understanding evolving needs and ensuring the product delivers maximum value. Regular engagement with customers helps align development efforts with business goals and allows for timely adjustments based on feedback.

Question 56: An organization wants to prioritize features by business value, risk, and cost together. Which approach best supports this?

Ordering stories alphabetically
Prioritizing only by estimated effort
Prioritizing only by developer preference
A risk-adjusted backlog that weighs value against risk and cost (Correct answer)

Correct answer: A risk-adjusted backlog that weighs value against risk and cost

A risk-adjusted backlog balances value-producing items with risk-reduction work based on their expected impact.

Question 57: What risk management principle applies to stakeholder management?

Accept all risks without analysis
Ignore risks until they become problems
Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Transfer all risks to insurance

Correct answer: Proactively identify, assess, and mitigate risks through a structured framework

Proactive risk management through structured identification, assessment, and mitigation is essential for business continuity.

Question 58: What risk management principle applies to organizational leadership?

Accept all risks without analysis
Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Transfer all risks to insurance
Ignore risks until they become problems

Correct answer: Proactively identify, assess, and mitigate risks through a structured framework

Proactive risk management through structured identification, assessment, and mitigation is essential for business continuity.

Question 59: How should performance be measured in business ethics?

Measuring only when problems arise
Relying on subjective impressions
Using balanced scorecards with multiple key performance indicators (Correct answer)
Using a single financial metric

Correct answer: Using balanced scorecards with multiple key performance indicators

Balanced scorecards with multiple KPIs provide a comprehensive view of performance across financial, customer, process, and learning dimensions.

Question 60: Which leadership approach best supports financial analysis?

Delegating all responsibilities without oversight
Collaborative leadership that empowers team members and fosters innovation (Correct answer)
Avoiding all difficult decisions
Autocratic decision-making without input

Correct answer: Collaborative leadership that empowers team members and fosters innovation

Collaborative leadership that empowers team members drives engagement, innovation, and better outcomes.

Question 61: Payback period analysis tells a sponsor:

The cost of delaying a feature
The total profit over the product's life
The rate of return that makes NPV zero
How long it will take to recover the initial investment (Correct answer)

Correct answer: How long it will take to recover the initial investment

Payback period measures the time needed for returns to equal the initial investment.

Question 62: What is an agile coach primarily responsible for?

Writing user stories for the team
Mentoring teams and organizations in adopting and improving agile practices (Correct answer)
Conducting performance reviews
Managing the project budget

Correct answer: Mentoring teams and organizations in adopting and improving agile practices

An agile coach guides teams and organizations through agile adoption by teaching practices, facilitating ceremonies, and fostering an agile mindset.

Question 63: What role does risk management play in value-driven delivery?

Delaying risk assessment until project completion.
Ignoring risks in early stages.
Managing risks continuously throughout the project. (Correct answer)
Only addressing risks if a problem arises.

Correct answer: Managing risks continuously throughout the project.

In value-driven delivery, risk management is an ongoing process, not a one-time event. Agile teams continuously identify, assess, and mitigate risks throughout the project lifecycle, allowing them to proactively address potential issues that could impact value delivery and adapt plans as new risks emerge.

Question 64: What communication strategy is most effective for performance metrics?

Maintain transparent, timely, and audience-appropriate communication (Correct answer)
Use technical jargon to demonstrate expertise
Communicate only when required by policy
Limit communication to written memos only

Correct answer: Maintain transparent, timely, and audience-appropriate communication

Transparent, timely, and audience-appropriate communication builds trust and ensures alignment among stakeholders.

Question 65: What is an 'impediment backlog' in agile?

Technical debt items awaiting refactoring
The product backlog for infrastructure work
Defects discovered during the sprint
A list of obstacles blocking team progress that the Scrum Master is working to resolve (Correct answer)

Correct answer: A list of obstacles blocking team progress that the Scrum Master is working to resolve

The impediment backlog tracks all identified blockers and organizational obstacles, making them visible and ensuring accountability for timely resolution.

Question 66: What communication strategy is most effective for business ethics?

Communicate only when required by policy
Maintain transparent, timely, and audience-appropriate communication (Correct answer)
Use technical jargon to demonstrate expertise
Limit communication to written memos only

Correct answer: Maintain transparent, timely, and audience-appropriate communication

Transparent, timely, and audience-appropriate communication builds trust and ensures alignment among stakeholders.

Question 67: What is a key risk of using a team's velocity from a previous project to plan a new project with different team members?

Story points cannot be reused across projects
Team composition changes affect velocity, making prior data unreliable (Correct answer)
Velocity only applies to Kanban, not Scrum
Velocity is always too high to use for planning

Correct answer: Team composition changes affect velocity, making prior data unreliable

Velocity is team-specific because it reflects the collective capability, practices, and shared understanding of that particular team — a different team will have a different velocity.

Question 68: Which leadership approach best supports performance metrics?

Avoiding all difficult decisions
Delegating all responsibilities without oversight
Collaborative leadership that empowers team members and fosters innovation (Correct answer)
Autocratic decision-making without input

Correct answer: Collaborative leadership that empowers team members and fosters innovation

Collaborative leadership that empowers team members drives engagement, innovation, and better outcomes.

Question 69: How does Agile promote continuous improvement?

Avoiding customer feedback to prevent disruptions.
Maintaining a fixed process without changes.
Conducting retrospectives to improve practices. (Correct answer)
Focusing only on meeting initial requirements.

Correct answer: Conducting retrospectives to improve practices.

Agile teams foster continuous improvement through regular retrospectives, which are dedicated meetings to reflect on recent work, identify what went well, what could be improved, and create actionable plans for the next iteration. This iterative feedback loop allows teams to learn from their experiences and continuously refine their processes and practices.

Question 70: Which technique helps prioritize stakeholder needs in Agile?

Delivering features randomly.
Ignoring stakeholder feedback.
Using a prioritized product backlog. (Correct answer)
Restricting access to project updates.

Correct answer: Using a prioritized product backlog.

A prioritized product backlog is a key Agile technique for managing and addressing stakeholder needs. It lists all desired features, ordered by their business value, urgency, and risk, ensuring that the most important items are tackled first and that development efforts are aligned with stakeholder priorities.

Question 71: What communication strategy is most effective for process improvement?

Communicate only when required by policy
Maintain transparent, timely, and audience-appropriate communication (Correct answer)
Use technical jargon to demonstrate expertise
Limit communication to written memos only

Correct answer: Maintain transparent, timely, and audience-appropriate communication

Transparent, timely, and audience-appropriate communication builds trust and ensures alignment among stakeholders.

Question 72: During backlog refinement, a team consistently over-estimates complex stories. What agile practice would most help calibrate these estimates?

Removing complex stories from the backlog
Reviewing actuals vs. estimates each sprint retrospective (Correct answer)
Using only hour-based estimates for complex work
Assigning estimates solely to senior developers

Correct answer: Reviewing actuals vs. estimates each sprint retrospective

Retrospective comparison of estimated vs. actual story points gives teams empirical data to recalibrate their sizing intuition over time.

Question 73: A product owner must choose between two features: Feature A has an NPV of $120,000 and Feature B has an NPV of $95,000. Both take similar effort. Which should be prioritized?

Feature A, because it has the higher net present value (Correct answer)
Feature B, because lower NPV means lower risk
Neither, until the IRR of each is calculated
Either one, because NPV does not matter in agile

Correct answer: Feature A, because it has the higher net present value

When effort is similar, the feature with the higher NPV delivers more value and should be prioritized.

Question 74: What is the role of a servant leader in an agile team?

To assign user stories to developers
To report team performance to executives
To micromanage team tasks
To remove obstacles and support the team rather than directing their work (Correct answer)

Correct answer: To remove obstacles and support the team rather than directing their work

Servant leadership in agile focuses on enabling team success by removing impediments, providing resources, and shielding the team from distractions.

Question 75: A team's last three sprint velocities were 32, 28, and 36 story points. There are 220 story points remaining in the backlog. Approximately how many more sprints are needed to complete the project?

5 sprints
11 sprints
9 sprints
7 sprints (Correct answer)

Correct answer: 7 sprints

Average velocity = (32+28+36)/3 = 32 points/sprint; 220 ÷ 32 ≈ 6.9, so approximately 7 sprints are needed.

Question 76: What should Agile teams do when stakeholder requirements change?

Ignore changes until the next project phase.
Resist change and stick to the original plan.
Adapt and adjust priorities based on feedback. (Correct answer)
Minimize communication with stakeholders.

Correct answer: Adapt and adjust priorities based on feedback.

Agile methodologies are inherently designed to embrace change, recognizing that requirements can evolve. When stakeholder requirements change, Agile teams should adapt their plans, adjust priorities in the product backlog, and incorporate the new feedback to ensure the product remains relevant and delivers maximum value.

Question 77: What is the primary goal of value-driven delivery in Agile?

Minimizing stakeholder involvement.
Delaying delivery until full project completion.
Focusing solely on documentation.
Delivering high-value features early and frequently. (Correct answer)

Correct answer: Delivering high-value features early and frequently.

The primary goal of value-driven delivery in Agile is to maximize the business value delivered to stakeholders by prioritizing and releasing the most important features first and often. This approach ensures that customers receive tangible benefits quickly, allows for early feedback, and reduces the risk of building features that are not truly needed.

Question 78: What is the recommended agile team size according to most agile frameworks?

5-9 members (Correct answer)
15-20 members
2-3 members
25 or more members

Correct answer: 5-9 members

Most agile frameworks recommend teams of 5-9 members to balance communication efficiency with diverse skill coverage.

Question 79: What is the Plan-Do-Check-Act (PDCA) cycle used for in agile?

Onboarding new team members
Managing project budgets
Writing user stories
Structuring continuous improvement experiments and learning cycles (Correct answer)

Correct answer: Structuring continuous improvement experiments and learning cycles

The PDCA cycle provides a structured approach to testing process improvements and embedding successful changes into the team's practice.

Question 80: In the Kano model, which features cause dissatisfaction if absent but add little satisfaction when present?

Performance features
Indifferent features
Delighters
Basic (must-be) features (Correct answer)

Correct answer: Basic (must-be) features

Basic or must-be features are expected; their absence causes dissatisfaction, but their presence is taken for granted.

Question 81: What is the primary objective of process improvement in professional practice?

Creating sustainable value for all stakeholders (Correct answer)
Eliminating all business risks
Following competitor strategies exactly
Maximizing short-term profits only

Correct answer: Creating sustainable value for all stakeholders

Process Improvement aims to create sustainable value for all stakeholders including customers, employees, shareholders, and the community.

Question 82: What Japanese term describes the continuous improvement philosophy foundational to agile and lean?

Kaikaku
Gemba
Kanban
Kaizen (Correct answer)

Correct answer: Kaizen

Kaizen is the Japanese concept of continuous, incremental improvement that underpins agile and lean thinking practices.

Question 83: What is the primary objective of strategic planning in professional practice?

Maximizing short-term profits only
Eliminating all business risks
Following competitor strategies exactly
Creating sustainable value for all stakeholders (Correct answer)

Correct answer: Creating sustainable value for all stakeholders

Strategic Planning aims to create sustainable value for all stakeholders including customers, employees, shareholders, and the community.

Question 84: What risk management principle applies to risk management?

Ignore risks until they become problems
Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Accept all risks without analysis
Transfer all risks to insurance

Correct answer: Proactively identify, assess, and mitigate risks through a structured framework

Proactive risk management through structured identification, assessment, and mitigation is essential for business continuity.

Question 85: What does 'osmotic communication' refer to in agile teams?

Weekly email updates from the Scrum Master
Knowledge that team members absorb naturally from being physically co-located (Correct answer)
Formal communication through written documentation
Automated status reporting tools

Correct answer: Knowledge that team members absorb naturally from being physically co-located

Osmotic communication describes the passive absorption of information that happens when team members work in close proximity and overhear relevant conversations.

Question 86: What is a key benefit of conducting regular agile retrospectives?

They ensure the product backlog is always up to date
They allow teams to continuously refine their process based on real experience (Correct answer)
They replace the need for a project manager
They eliminate all defects from the product

Correct answer: They allow teams to continuously refine their process based on real experience

Regular retrospectives create a feedback loop where teams learn from real experience and make targeted improvements to how they work together.

Question 87: An executive asks for a three-year detailed plan with exact feature dates. What is the most appropriate agile response?

Refuse to plan beyond one iteration
Produce a fixed Gantt chart and never change it
Provide a high-level roadmap with themes, and explain detail will be refined over time (Correct answer)
Ask the team to commit to all dates now

Correct answer: Provide a high-level roadmap with themes, and explain detail will be refined over time

Agile offers a coarse long-range roadmap and progressively elaborates detail as the work nears.

Question 88: In MoSCoW prioritization, what does 'W' stand for?

Wish list
Want to have
Won't have this time (Correct answer)
Will have soon

Correct answer: Won't have this time

'W' means 'Won't have this time', items explicitly excluded from the current release.

Question 89: What is the primary objective of organizational leadership in professional practice?

Following competitor strategies exactly
Creating sustainable value for all stakeholders (Correct answer)
Maximizing short-term profits only
Eliminating all business risks

Correct answer: Creating sustainable value for all stakeholders

Organizational Leadership aims to create sustainable value for all stakeholders including customers, employees, shareholders, and the community.

Question 90: What is the purpose of a team working agreement in agile?

To assign blame when deadlines are missed
To replace the project charter
To establish shared norms and expectations for how the team will collaborate (Correct answer)
To document individual performance metrics

Correct answer: To establish shared norms and expectations for how the team will collaborate

Working agreements are team-created guidelines that define how members will interact, communicate, and make decisions together.

Question 91: How does iterative development support adaptive planning?

Avoiding adjustments to initial plans.
Completing all planning upfront.
Delivering all features at once without adjustments.
Reassessing plans frequently based on iterations. (Correct answer)

Correct answer: Reassessing plans frequently based on iterations.

Iterative development involves breaking down a project into smaller, manageable cycles (iterations). After each iteration, the team reviews the progress, gathers feedback, and learns from the experience. This frequent reassessment allows for adaptive planning, where plans are continuously refined and adjusted based on new information and insights, rather than being fixed upfront.

Question 92: In the Bucket System estimation technique, items are placed into buckets labeled 0, 1, 2, 3, 5, 8, 13, 20, 40, and 100. What makes this technique faster than Planning Poker for large backlogs?

Only the product owner assigns bucket values
Items are placed silently without discussion until outliers emerge (Correct answer)
It uses exact hour estimates for each bucket
It requires no calibration story

Correct answer: Items are placed silently without discussion until outliers emerge

The Bucket System speeds up large-backlog estimation by having participants silently place items into buckets and only discussing items where there is significant disagreement.

Question 93: What is the primary objective of performance metrics in professional practice?

Following competitor strategies exactly
Eliminating all business risks
Creating sustainable value for all stakeholders (Correct answer)
Maximizing short-term profits only

Correct answer: Creating sustainable value for all stakeholders

Performance Metrics aims to create sustainable value for all stakeholders including customers, employees, shareholders, and the community.

Question 94: Which Agile practice fosters stakeholder collaboration?

Conducting sprint reviews and demos. (Correct answer)
Working without stakeholder input.
Avoiding transparency in project progress.
Delaying stakeholder involvement until project completion.

Correct answer: Conducting sprint reviews and demos.

Sprint reviews and demos are dedicated Agile practices where the development team showcases the completed work from an iteration to stakeholders, gathering their feedback. This direct engagement fosters collaboration, ensures transparency, and allows stakeholders to influence the product's direction based on tangible progress.

Question 95: How should performance be measured in strategic planning?

Using a single financial metric
Relying on subjective impressions
Measuring only when problems arise
Using balanced scorecards with multiple key performance indicators (Correct answer)

Correct answer: Using balanced scorecards with multiple key performance indicators

Balanced scorecards with multiple KPIs provide a comprehensive view of performance across financial, customer, process, and learning dimensions.

Question 96: How does ethical decision-making apply to strategic planning?

Following the law is sufficient without ethical consideration
All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Ethics apply only to public-facing decisions
Ethics are irrelevant in business

Correct answer: All decisions should consider legal compliance, stakeholder impact, and organizational values

Ethical decision-making requires considering legal compliance, stakeholder impact, and alignment with organizational values.

Question 97: During iteration planning, what should guide which backlog items the team selects?

Items randomly chosen to balance workload
The iteration goal, backlog priority, and the team's capacity (Correct answer)
The developers' favorite technologies
The longest items first

Correct answer: The iteration goal, backlog priority, and the team's capacity

Teams select the highest-priority items that support the iteration goal and fit their capacity.

Question 98: What does 'cycle time' measure in agile continuous improvement?

The time spent in daily standups
The time it takes to complete a work item from start to finish (Correct answer)
The time between major releases
The length of a sprint

Correct answer: The time it takes to complete a work item from start to finish

Cycle time measures how long a single work item takes to move through the entire development process, and reducing it is a key continuous improvement goal.

Question 99: How does ethical decision-making apply to organizational leadership?

Ethics apply only to public-facing decisions
Ethics are irrelevant in business
All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Following the law is sufficient without ethical consideration

Correct answer: All decisions should consider legal compliance, stakeholder impact, and organizational values

Ethical decision-making requires considering legal compliance, stakeholder impact, and alignment with organizational values.

Question 100: What is a cross-functional agile team?

A team where everyone has the same job title
Multiple teams working in different departments
A team that includes all skills necessary to deliver a complete product increment (Correct answer)
A team that works across multiple time zones

Correct answer: A team that includes all skills necessary to deliver a complete product increment

Cross-functional teams contain all the skills needed — development, testing, design, etc. — to deliver working software without external dependencies.

Question 101: Which of the following best describes 'velocity' in an agile context?

The number of defects fixed per sprint
The average story points completed per iteration (Correct answer)
The maximum story points a team can commit to
The time taken to deliver a single story

Correct answer: The average story points completed per iteration

Velocity is the average number of story points a team completes per sprint, calculated over several sprints to enable reliable release forecasting.

Question 102: What is the primary objective of stakeholder management in professional practice?

Eliminating all business risks
Following competitor strategies exactly
Creating sustainable value for all stakeholders (Correct answer)
Maximizing short-term profits only

Correct answer: Creating sustainable value for all stakeholders

Stakeholder Management aims to create sustainable value for all stakeholders including customers, employees, shareholders, and the community.

Question 103: Which leadership approach best supports process improvement?

Avoiding all difficult decisions
Delegating all responsibilities without oversight
Collaborative leadership that empowers team members and fosters innovation (Correct answer)
Autocratic decision-making without input

Correct answer: Collaborative leadership that empowers team members and fosters innovation

Collaborative leadership that empowers team members drives engagement, innovation, and better outcomes.

Question 104: What does it mean when a team's velocity is highly variable (e.g., 15, 40, 22, 38 points across sprints)?

There may be inconsistent story sizing, scope changes, or external interruptions affecting the team (Correct answer)
The product backlog has too many epics
The team is performing at peak efficiency
Velocity variability is the expected norm and requires no action

Correct answer: There may be inconsistent story sizing, scope changes, or external interruptions affecting the team

High velocity variance typically signals inconsistent estimation practices, scope changes mid-sprint, impediments, or team instability that should be addressed in retrospectives.

Question 105: Why is adaptive planning important in Agile projects?

To avoid making changes mid-project.
To minimize interactions with end-users.
To ensure all tasks are completed sequentially.
To respond effectively to changes and deliver value. (Correct answer)

Correct answer: To respond effectively to changes and deliver value.

Agile projects operate in dynamic environments where requirements and priorities can change. Adaptive planning is essential because it provides the flexibility to embrace these changes rather than resist them. By continuously adjusting plans, Agile teams can ensure they are always working on the most valuable features and responding effectively to evolving market needs, thereby maximizing delivered value.

Question 106: What is the primary benefit of adaptive planning in Agile?

Avoiding changes in project scope.
Enabling teams to adjust to changing requirements. (Correct answer)
Strictly following a fixed plan.
Minimizing collaboration with stakeholders.

Correct answer: Enabling teams to adjust to changing requirements.

The primary benefit of adaptive planning in Agile is its flexibility, allowing teams to continuously adjust their plans in response to new information, feedback, and changing requirements. This ensures that the project remains aligned with current business needs and market conditions, rather than rigidly adhering to an outdated initial plan.

Question 107: How does Agile measure value delivered to customers?

By counting completed tasks only.
Using customer feedback and business impact. (Correct answer)
Focusing only on the number of features delivered.
Ignoring stakeholder input.

Correct answer: Using customer feedback and business impact.

Agile measures value delivered not just by completing tasks, but by the tangible impact it has on customers and the business. This involves actively soliciting customer feedback, observing user behavior, and assessing how delivered features contribute to business goals, ensuring that development efforts are truly beneficial.

Question 108: What is the main purpose of a Minimum Viable Product (MVP)?

To avoid gathering customer feedback
To deliver every requested feature at once
To replace the product roadmap
To learn from real users with the smallest useful release (Correct answer)

Correct answer: To learn from real users with the smallest useful release

An MVP validates assumptions with real users using the least effort needed to learn.

Question 109: What is 'team velocity' primarily used for in agile planning?

Measuring individual developer productivity
Forecasting how much work a team can complete in future sprints (Correct answer)
Comparing teams against each other
Evaluating code quality

Correct answer: Forecasting how much work a team can complete in future sprints

Velocity measures the amount of work completed per sprint and is used to forecast future sprint capacity for planning purposes.

Question 110: What is the primary purpose of a team retrospective in agile?

To review the product features delivered in the sprint
To plan the next sprint's backlog
To demonstrate work to stakeholders
To inspect the team's process and identify improvements for the next iteration (Correct answer)

Correct answer: To inspect the team's process and identify improvements for the next iteration

Retrospectives are dedicated meetings for the team to reflect on their working methods and agree on specific improvements to implement next sprint.

Question 111: What agile concept describes the team's shared responsibility for delivering quality work?

Individual accountability
Manager oversight
Specialist handoffs
Collective ownership (Correct answer)

Correct answer: Collective ownership

Collective ownership means the entire team is responsible for the quality and delivery of all work items, not just individual contributors.

Question 112: How does ethical decision-making apply to performance metrics?

Ethics are irrelevant in business
Ethics apply only to public-facing decisions
All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Following the law is sufficient without ethical consideration

Correct answer: All decisions should consider legal compliance, stakeholder impact, and organizational values

Ethical decision-making requires considering legal compliance, stakeholder impact, and alignment with organizational values.

Question 113: What communication strategy is most effective for organizational leadership?

Maintain transparent, timely, and audience-appropriate communication (Correct answer)
Communicate only when required by policy
Use technical jargon to demonstrate expertise
Limit communication to written memos only

Correct answer: Maintain transparent, timely, and audience-appropriate communication

Transparent, timely, and audience-appropriate communication builds trust and ensures alignment among stakeholders.

Question 114: What risk management principle applies to performance metrics?

Ignore risks until they become problems
Transfer all risks to insurance
Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Accept all risks without analysis

Correct answer: Proactively identify, assess, and mitigate risks through a structured framework

Proactive risk management through structured identification, assessment, and mitigation is essential for business continuity.

Question 115: What agile technique involves two team members working on the same task simultaneously at one workstation?

Pair programming (Correct answer)
Code review
Mob programming
Test-driven development

Correct answer: Pair programming

Pair programming has two developers working together at one workstation, improving code quality and enabling real-time knowledge sharing.

Question 116: In agile, what is the purpose of 'Definition of Ready' (DoR) as it relates to estimation?

It replaces the need for story points entirely
It governs the acceptance criteria sign-off process
It defines when a sprint can be closed
It ensures stories are well-understood enough for the team to estimate confidently (Correct answer)

Correct answer: It ensures stories are well-understood enough for the team to estimate confidently

A Definition of Ready ensures user stories have enough detail, acceptance criteria, and clarity so the team can estimate them accurately during backlog refinement.

Question 117: A Minimum Marketable Feature (MMF) differs from an MVP mainly because an MMF is:

A feature sized only for internal testing
A technical spike
The smallest piece of functionality that delivers value customers will pay for or use (Correct answer)
A prototype that is never released

Correct answer: The smallest piece of functionality that delivers value customers will pay for or use

An MMF is the smallest unit of functionality that provides real, marketable value to customers.

Question 118: What is a key characteristic of an Agile team?

Being self-organizing and empowered. (Correct answer)
Avoiding collaboration within the team.
Waiting for management to assign tasks.
Following top-down command structures strictly.

Correct answer: Being self-organizing and empowered.

Agile teams are characterized by their self-organizing nature, meaning they have the autonomy to decide how best to accomplish their work without constant top-down direction. This empowerment fosters ownership, innovation, and efficiency, as team members are best positioned to determine the most effective ways to achieve their goals.

Question 119: What is the benefit of delivering value iteratively in Agile?

Minimizing stakeholder engagement.
Delivering everything at once.
Avoiding customer involvement until the final product is ready.
Receiving continuous feedback to reduce risks. (Correct answer)

Correct answer: Receiving continuous feedback to reduce risks.

Delivering value iteratively allows for frequent opportunities to gather feedback from stakeholders and end-users. This continuous feedback loop helps validate assumptions, identify potential issues early, and make necessary adjustments, significantly reducing the risk of developing a product that doesn't meet needs or expectations.

Question 120: Which statement best reflects the agile view on estimation accuracy?

Estimates must be exact to prevent scope creep
Estimates are approximations that improve over time as the team learns (Correct answer)
Estimates should only be made by the project manager
Estimates are commitments and must not change after sprint planning

Correct answer: Estimates are approximations that improve over time as the team learns

Agile treats estimates as approximations that become more accurate as teams gain experience, learn their velocity, and refine their understanding of the product.

PMI Agile Certified Practitioner (PMI-ACP)

The PMI-ACP validates expertise in agile principles and practices across multiple frameworks including Scrum, Kanban, Lean, and XP. It tests practical application of agile mindset, leadership, product management, and iterative delivery.

120

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180 min

Time Limit

70%

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