Design Advocacy and Influence Questions
Focuses on championing user centered practices and design thinking inside an organization. Includes building buy in for user research, influencing product and engineering stakeholders with evidence and narrative, making the business case for user focus, changing processes to embed research, teaching non designers to use research outputs, handling resistance and trade offs between speed and rigor, measuring the impact of advocacy, and strategies for incrementally growing research and design culture across teams.
MediumTechnical
20 practiced
Propose six quantitative and qualitative metrics to measure the impact of design advocacy across an organization (e.g., % of roadmap influenced by research). For each metric, explain how you would collect the data, frequency of reporting, and one limitation of that metric. Suggest tailoring of reporting for designers, product leads, and executives.
HardSystem Design
24 practiced
Multiple product teams are running experiments that could conflict (UX changes in one flow affecting another). Propose a coordination mechanism to keep experiments aligned with company objectives, avoid user confusion, and preserve statistical validity. Include recommended tooling (experiment registry, feature-flag tracking), processes (registration, review), and governance to resolve conflicts.
MediumTechnical
26 practiced
A product manager wants to ship a feature this sprint, but you suspect a significant usability risk that could harm conversion. Draft a concise written case to delay the release by one sprint to run a targeted usability study. Include: hypothesis, proposed study design, expected time and cost, success criteria, potential business impact of delaying versus shipping, and your recommended alternative if the team refuses delay.
HardTechnical
26 practiced
Design an intervention to change how product metrics are defined so they include explicit user experience signals (not just revenue or raw usage). Outline which stakeholders to involve, propose 2-3 concrete composite UX-aware metric definitions (formula and rationale), describe how you'd implement these changes in analytics tooling, and propose safeguards to reduce the risk of metric gaming.
EasyTechnical
24 practiced
Explain three common reasons product teams resist allocating time or budget for user research. For each reason propose one practical, evidence-based counterargument or tactic you would use to overcome that resistance in a short meeting.
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