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

Question 1: What is 'team velocity' primarily used for in agile planning?

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

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 2: How does ethical decision-making apply to stakeholder management?

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

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 3: What is the primary objective of financial analysis 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

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

Question 4: How does ethical decision-making apply to performance metrics?

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

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

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

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 6: What communication strategy is most effective for risk management?

Communicate only when required by policy
Use technical jargon to demonstrate expertise
Maintain transparent, timely, and audience-appropriate communication (Correct answer)
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 7: Which Agile practice supports adaptive planning?

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

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 8: 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
Number of bugs found during testing
Lines of code written per day

Correct answer: Velocity consistency over multiple sprints

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

Question 9: What is the benefit of delivering value iteratively in Agile?

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

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

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

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

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

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 12: Which approach best aligns with Agile thinking?

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

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 13: Which Agile Manifesto value directly addresses team collaboration dynamics?

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

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

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

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 15: Which Agile practice fosters stakeholder collaboration?

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

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 16: What communication strategy is most effective for financial analysis?

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

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

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

Question 17: What is a key characteristic of an Agile team?

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

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 18: What is the primary objective of business ethics in professional practice?

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

Correct answer: Creating sustainable value for all stakeholders

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

Question 19: Which leadership approach best supports risk management?

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

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

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

Question 20: Which agile practice helps teams identify and remove impediments quickly?

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

Correct answer: Daily standup

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

Question 21: How should performance be measured in risk management?

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

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 22: How does Agile measure value delivered to customers?

By counting completed tasks only.
Focusing only on the number of features delivered.
Using customer feedback and business impact. (Correct answer)
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 23: What communication strategy is most effective for process improvement?

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

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

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

Question 24: What is a cross-functional agile team?

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

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

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

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 26: What is a fishbone (Ishikawa) diagram used for in agile continuous improvement?

Planning product release schedules
Tracking sprint burn-down progress
Mapping user journeys through a product
Identifying multiple potential causes contributing to a problem (Correct answer)

Correct answer: Identifying multiple potential causes contributing to a problem

The fishbone diagram visually maps cause-and-effect relationships to help teams systematically identify root causes of recurring problems.

Question 27: Which technique helps prioritize stakeholder needs in Agile?

Using a prioritized product backlog. (Correct answer)
Ignoring stakeholder feedback.
Delivering features randomly.
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 28: What agile concept describes the team's shared responsibility for delivering quality work?

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

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

Following the law is sufficient without ethical consideration
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)

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

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

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

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

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 32: What is a core value of the Agile Manifesto?

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

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 33: What risk management principle applies to business ethics?

Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Transfer all risks to insurance
Accept all risks without analysis
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 34: How should performance be measured in financial analysis?

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

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 35: Which leadership approach best supports strategic planning?

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

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

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

Question 36: What risk management principle applies to performance metrics?

Transfer all risks to insurance
Ignore risks until they become problems
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 37: What is the primary objective of organizational leadership in professional practice?

Following competitor strategies exactly
Maximizing short-term profits only
Creating sustainable value for all stakeholders (Correct answer)
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 38: 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 spent in code review only
Time between sprint planning and retrospective

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 39: What is a 'process improvement backlog' in agile?

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

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

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

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 41: How should performance be measured in business ethics?

Measuring only when problems arise
Relying on subjective impressions
Using a single financial metric
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 42: How does ethical decision-making apply to business ethics?

All decisions should consider legal compliance, stakeholder impact, and organizational values (Correct answer)
Ethics are irrelevant in business
Ethics apply only to public-facing decisions
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 43: What is a key challenge of adaptive planning?

Ignoring evolving requirements.
Managing frequent changes effectively through communication. (Correct answer)
Locking plans and avoiding iteration.
Avoiding change at all costs.

Correct answer: Managing frequent changes effectively through communication.

While adaptive planning embraces change, a key challenge lies in managing the frequency and impact of these changes without causing chaos. This requires robust communication channels among team members, stakeholders, and customers to ensure everyone is aligned on the evolving plan and understands the rationale behind adjustments. Effective communication prevents misunderstandings and keeps the project moving forward despite shifting requirements.

Question 44: What is 'value stream mapping' used for in agile improvement efforts?

Mapping stakeholder relationships
Visualizing the end-to-end flow of work to identify bottlenecks and waste (Correct answer)
Documenting software architecture
Planning product roadmaps

Correct answer: Visualizing the end-to-end flow of work to identify bottlenecks and waste

Value stream mapping traces the path a work item takes from request to delivery, revealing delays, handoffs, and non-value-adding steps.

Question 45: What role does risk management play in value-driven delivery?

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

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 46: How should performance be measured in stakeholder management?

Relying on subjective impressions
Using a single financial metric
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 47: 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 defines when a sprint can be closed
It governs the acceptance criteria sign-off process
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 48: What Japanese term describes the continuous improvement philosophy foundational to agile and lean?

Gemba
Kaikaku
Kaizen (Correct answer)
Kanban

Correct answer: Kaizen

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

Question 49: What is a key benefit of Agile methodologies?

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

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 50: Which Agile principle focuses on delivering value quickly?

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

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

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

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 52: 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 53: 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 54: What is the goal of limiting Work in Progress (WIP) in agile?

To ensure developers are always fully busy
To reduce the number of team members needed
To improve flow and reduce the time it takes to complete work items (Correct answer)
To limit the product backlog size

Correct answer: To improve flow and reduce the time it takes to complete work items

WIP limits prevent multitasking and context-switching, enabling teams to focus on finishing items faster with higher quality.

Question 55: What communication strategy is most effective for strategic planning?

Use technical jargon to demonstrate expertise
Communicate only when required by policy
Maintain transparent, timely, and audience-appropriate communication (Correct answer)
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 56: Which leadership approach best supports process improvement?

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

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

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

Question 57: Which statement best reflects the agile view on estimation accuracy?

Estimates are commitments and must not change after sprint planning
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

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.

Question 58: What risk management principle applies to financial analysis?

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 59: 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 workflow step or user journey segment (Correct answer)
Split by sprint calendar date
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 60: Which leadership approach best supports performance metrics?

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

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

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

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 62: Which leadership approach best supports organizational leadership?

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

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

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

Question 63: What is an 'impediment backlog' in agile?

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

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

The range of team members' skill levels
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)

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

Estimable (Correct answer)
Expandable
Executable
Essential

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

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

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

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

Question 67: 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?

9 sprints
11 sprints
5 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 68: What is the role of a servant leader in an agile team?

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

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 69: Which leadership approach best supports stakeholder management?

Avoiding all difficult decisions
Collaborative leadership that empowers team members and fosters innovation (Correct answer)
Delegating all responsibilities without oversight
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 70: Which of the following best defines the Minimum Viable Product (MVP) in Agile?

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

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

SWOT analysis
Story mapping
The 5 Whys technique (Correct answer)
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 72: 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
It requires no calibration story
Items are placed silently without discussion until outliers emerge (Correct answer)
It uses exact hour estimates for each bucket

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

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

Correct answer: Planning Poker

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

Question 74: How does ethical decision-making apply to financial analysis?

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

Following the law is sufficient without ethical consideration
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)

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 76: What does a burn-down chart primarily help an agile team improve?

Code quality metrics
Customer satisfaction scores
Individual developer productivity
Awareness of remaining work and pace, enabling adjustments to meet sprint goals (Correct answer)

Correct answer: Awareness of remaining work and pace, enabling adjustments to meet sprint goals

Burn-down charts give teams real-time visibility into remaining work versus time, helping them identify when scope or pace adjustments are needed.

Question 77: Which leadership approach best supports financial analysis?

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

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

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 79: How should performance be measured in process improvement?

Measuring only when problems arise
Relying on subjective impressions
Using a single financial metric
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 80: Which agile estimation technique groups a large number of items on a wall from smallest to largest without using numerical values?

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

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 81: 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 82: 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 83: What is 'waste' in the context of Lean-Agile thinking?

Defects found during sprint review
Work completed outside business hours
Any activity that consumes resources without adding customer value (Correct answer)
Features requested by stakeholders

Correct answer: Any activity that consumes resources without adding customer value

Lean identifies waste as any non-value-adding activity, and agile teams work continuously to identify and eliminate these inefficiencies.

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

Transfer all risks to insurance
Accept all risks without analysis
Ignore risks until they become problems
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 85: What risk management principle applies to stakeholder management?

Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Transfer all risks to insurance
Accept all risks without analysis
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 86: What risk management principle applies to organizational leadership?

Ignore risks until they become problems
Transfer all risks to insurance
Accept all risks without analysis
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 87: What is 'swarming' in agile team dynamics?

Multiple team members collaborating on a single task to complete it faster (Correct answer)
Team members ignoring their assignments
Breaking work into the smallest possible pieces
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 88: How can Agile teams ensure stakeholder satisfaction?

Avoiding discussions on project progress.
Delivering value infrequently.
Maintaining open communication and frequent delivery of value. (Correct answer)
Restricting feedback to project completion.

Correct answer: Maintaining open communication and frequent delivery of value.

Agile teams ensure stakeholder satisfaction by consistently engaging in open communication, keeping stakeholders informed about progress and challenges. Coupled with frequent delivery of working software, this approach allows stakeholders to see tangible value regularly, provide feedback, and feel confident that their needs are being met.

Question 89: What is the role of feedback loops in adaptive planning?

Limiting feedback until the final release.
Ignoring feedback to stay on schedule.
Using regular feedback loops to make adjustments. (Correct answer)
Locking in all features early in the project.

Correct answer: Using regular feedback loops to make adjustments.

In adaptive planning, feedback loops are crucial for continuous improvement and responsiveness. They allow teams to gather insights from delivered increments, stakeholder input, and changing conditions, enabling them to make necessary adjustments to the plan. This iterative process ensures the project remains aligned with evolving requirements and delivers maximum value.

Question 90: How does ethical decision-making apply to process improvement?

Following the law is sufficient without ethical consideration
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)

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 91: What is the primary objective of risk management 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

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

Question 92: What does the 'inspect and adapt' principle mean in agile?

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

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

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

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

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

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

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

Correct answer: 5-9 members

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

Question 96: A new agile team just formed and has no historical velocity. Which approach is recommended to set an initial sprint capacity?

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

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 97: What communication strategy is most effective for organizational leadership?

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

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

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

Question 98: What is the primary benefit of using relative estimation over time-based estimation in agile?

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

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 99: What risk management principle applies to strategic planning?

Ignore risks until they become problems
Proactively identify, assess, and mitigate risks through a structured framework (Correct answer)
Transfer all risks to insurance
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 100: What is an agile coach primarily responsible for?

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

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 101: What should Agile teams do when stakeholder requirements change?

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

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 102: How should performance be measured in organizational leadership?

Measuring only when problems arise
Using balanced scorecards with multiple key performance indicators (Correct answer)
Relying on subjective impressions
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 103: What do 'T-shaped skills' mean in an agile team context?

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

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

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

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

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

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 106: What is the best way to manage stakeholder expectations in Agile?

Providing updates only at the end of the project.
Avoiding stakeholder meetings to reduce conflicts.
Using regular feedback loops and incremental delivery. (Correct answer)
Relying on a fixed scope without changes.

Correct answer: Using regular feedback loops and incremental delivery.

Managing stakeholder expectations effectively in Agile involves transparent and frequent communication through regular feedback loops, such as sprint reviews and demos. Incremental delivery allows stakeholders to see tangible progress and provide input regularly, fostering trust and ensuring their expectations are managed realistically based on evolving product development.

Question 107: What is the Plan-Do-Check-Act (PDCA) cycle used for in agile?

Writing user stories
Managing project budgets
Onboarding new team members
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 108: 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 length of a sprint
The time between major releases

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

Delaying delivery until full project completion.
Minimizing stakeholder involvement.
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 110: Why is adaptive planning important in Agile projects?

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

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

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

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 112: What agile metric tracks the rate at which a team resolves defects versus introducing new ones?

Lead time
Sprint velocity
Release burn-up
Defect escape rate (Correct answer)

Correct answer: Defect escape rate

Defect escape rate measures how many defects slip past the team into production, helping track whether quality practices are improving over time.

Question 113: How does Agile promote continuous improvement?

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

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 114: How does iterative development support adaptive planning?

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

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

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

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

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

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 117: Which Agile practice helps ensure value-driven delivery?

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

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

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

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 119: 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
Assign it to the most experienced developer
Carry it over to the next sprint without changes
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 120: 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.

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

Questions

180 min

Time Limit

70%

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