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Problem Framing and Research Questions

Covers the end to end practice of uncovering, defining, and validating the true problem before designing solutions. Includes techniques for framing ambiguous challenges, performing root cause analysis, and translating business needs into clear problem statements and research objectives. Covers designing and prioritizing research activities including stakeholder and contextual interviews, user interviews, surveys, field research, observational studies, analytics review, competitive and market analysis, and selecting appropriate qualitative and quantitative methods and sample considerations. Emphasizes hypothesis driven research, rapid prototypes and experiments, ethical practice, and using analytics to validate insights. Describes how to set clear success criteria and key performance indicators, surface stakeholder assumptions and constraints, convert vague needs into testable research questions and hypotheses, and produce deliverables such as research plans, personas, user journeys, empathy maps, prioritized findings, and actionable recommendations that inform decisions and design goals.

MediumTechnical
0 practiced
Design a longitudinal study to measure the effect of onboarding improvements on six-month retention. Define cohort creation, control vs treatment strategy, primary metrics, powering considerations (high level), data-collection plan, and how to handle attrition and seasonality in analysis.
MediumTechnical
0 practiced
Analytics show a 15% conversion drop at step 3 of a 5-step checkout. Outline a prioritized root-cause research plan that combines analytics, session replay, targeted user interviews, and quick A/B tests. For each activity give the expected time, required stakeholders, and the kind of signal that would indicate progress.
HardTechnical
0 practiced
Build a business case for establishing an in-house UX research team: define roles and career levels, expected deliverables and cadence, success metrics (impact-on-decision, avoided development costs, time-to-insight), required tooling and budget, and a 12-month hiring roadmap to present to CEO and Head of Product.
HardTechnical
0 practiced
As a staff PM, propose a plan to institutionalize continuous discovery across product teams so that research informs quarterly roadmaps. Include recommended rituals (cadences), adoption and impact metrics, recommended tooling and repositories for insights, training plan, and strategies to scale without creating research bottlenecks.
MediumTechnical
0 practiced
Case study: You will research enterprise customers with long sales cycles and tight confidentiality constraints. Outline how you would adapt participant recruitment, session conduct (e.g., NDAs, no recordings), and reporting to respect confidentiality while delivering actionable insights. Who in legal or procurement would you engage and why?

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