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Mixed Deck — All Agile Business Analysis Topics Flashcards

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  1. In Agile BA, what is the MAIN risk of having a 'groomed' backlog that is too large and extends many months into the future?

    Answer: It creates false certainty and waste, since distant items will likely change before they are built

    Over-grooming distant backlog items wastes effort because requirements and priorities change, making detailed preparation for far-future work likely obsolete.

  2. Which artifact helps an agile business analyst track how user needs evolve across multiple sprints?

    Answer: Product backlog

    The product backlog is a living document that continuously evolves to reflect changing user needs and priorities across sprints.

  3. A geographically distributed agile team has stakeholders across three time zones. What collaboration strategy should the business analyst recommend?

    Answer: Use a combination of asynchronous tools and rotating meeting times to ensure equitable participation

    Combining asynchronous collaboration tools with rotating meeting schedules ensures no single time zone is consistently disadvantaged.

  4. During Sprint Planning, what is the primary responsibility of a Business Analyst in a Scrum team?

    Answer: Clarifying acceptance criteria and ensuring the team understands requirements

    The BA helps the team understand requirements by clarifying acceptance criteria during Sprint Planning, ensuring shared understanding.

  5. What distinguishes a spike from a regular user story in Agile?

    Answer: A spike is time-boxed research to reduce uncertainty, not to deliver production code

    A spike is a time-boxed investigation aimed at answering a question or reducing technical risk, producing knowledge rather than shippable product functionality.

  6. What is the role of a business analyst in an agile environment?

    Answer: Stock and groom the product backlog

    In an agile environment, a Business Analyst (BA) works closely with the Product Owner to manage the product backlog. This involves 'stocking and grooming' the backlog, which means ensuring it contains well-defined, prioritized, and estimated user stories and requirements. The BA helps refine these items so they are ready for the development team to implement.

  7. An Agile BA is preparing for a backlog refinement meeting. The goal is to ensure that user stories at the top of the backlog are well-understood, estimable, and ready for the next sprint. Which activity is the primary focus of this meeting?

    Answer: Facilitating a discussion with the team to add detail, clarify acceptance criteria, and split large stories.

    Backlog refinement is an ongoing, collaborative process where the BA, Product Owner, and development team work together to ensure backlog items are ready for future sprints. Key activities include clarifying requirements, defining acceptance criteria, and decomposing large items into smaller, manageable stories, which ensures a shared understanding before the commitment of a sprint planning meeting.

  8. Which Agile estimation technique uses a sequence of numbers where each value is the sum of the two preceding ones?

    Answer: Planning Poker with Fibonacci sequence

    Planning Poker commonly uses the Fibonacci sequence (1, 2, 3, 5, 8, 13, 21) because the increasing gaps between numbers reflect growing uncertainty in larger estimates.

  9. What does the 'V' in the INVEST acronym for user stories stand for?

    Answer: Valuable

    Valuable means every user story must deliver value to the end user or business stakeholder.

  10. Which practice helps a BA ensure that user stories written early in a project remain relevant and accurate as the project evolves?

    Answer: Continuous backlog refinement and story grooming

    Continuous backlog refinement ensures stories are regularly reviewed, updated, and reprioritized to reflect current business needs.

  11. Who controls the funding for the Sprint Backlog update during a Sprint?

    Answer: The Product Owner

    The Product Owner is responsible for maximizing the value of the product resulting from the work of the Development Team. This includes managing and ordering the Product Backlog, which directly drives the Sprint Backlog. By prioritizing and refining items, the Product Owner effectively controls what work gets 'funded' with the team's effort during a sprint, thus controlling the scope of the Sprint Backlog.

  12. What distinguishes Horizon 2 from Horizon 3 in the context of agile business analysis?

    Answer: Horizon 2 focuses on emerging opportunities with some proven viability, while Horizon 3 explores entirely new and unproven possibilities

    Horizon 2 targets emerging business opportunities that show early traction, whereas Horizon 3 deals with speculative ventures that are still conceptual.

  13. In agile business analysis, what does the acronym MoSCoW stand for?

    Answer: Must, Should, Could, Won't

    MoSCoW is a prioritization technique standing for Must have, Should have, Could have, and Won't have.

  14. An organization uses OKRs to align strategy with execution. What does the 'Key Result' component primarily measure?

    Answer: A quantifiable outcome indicating progress toward an objective

    Key Results are specific, measurable outcomes that signal whether the overarching Objective is being achieved.

  15. How does the Business Analyst role differ in Scrum compared to traditional Waterfall projects?

    Answer: The BA works in an embedded, collaborative manner rather than producing handoff documents

    In Scrum, the BA is embedded within the team and collaborates continuously rather than producing formal handoff documents.

  16. A BA is asked to model a system where multiple actors perform different roles accessing the same feature. Which tool is most appropriate?

    Answer: Swimlane diagram

    Swimlane diagrams separate the activities of different actors into parallel lanes, clarifying roles and handoffs within a process.

  17. Which modeling technique uses a simple grid to show how different user roles interact with various system features?

    Answer: Role-feature matrix

    A role-feature matrix maps user roles against system features to quickly identify which roles need access to which capabilities.

  18. Several agile frameworks include:

    Answer: All of the above

    Feature-Driven Development (FDD) is a complete methodology, Test-Driven Development (TDD) is a development practice, and Scrum and Kanban are widely used agile frameworks for managing work. All these are prominent concepts, practices, or frameworks within the agile ecosystem. Therefore, all options represent valid components or frameworks associated with agile.

  19. A product owner wants to add an exploratory R&D effort with a 5–7 year payoff. Which planning tool best supports tracking this alongside shorter-term initiatives?

    Answer: Three-horizon model

    The three-horizon model explicitly accommodates simultaneous tracking of near-term, mid-term, and long-term initiatives.

  20. Which agile analysis technique uses dot voting to quickly gauge stakeholder preferences on multiple options?

    Answer: Dot voting

    Dot voting gives each participant a fixed number of votes to distribute among options, enabling rapid democratic prioritization.

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Sources & references

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  1. agilebusiness.org — Eligibility, exam information · verified Oct 2026
  2. apmg-international.com — Exam format, passing score, renewal, time limit, score validity, exam information · verified Oct 2026