Product Management Certification Program Flashcards
7 cards from real Product Management Certification Program practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Product Management Certification Program flashcards as text
What is the key difference between a 'leading indicator' and a 'lagging indicator' in product metrics?
Answer: Leading indicators predict future outcomes; lagging indicators confirm past results
Leading indicators (e.g., feature adoption) predict future outcomes like retention, while lagging indicators (e.g., churn rate) confirm what already happened.
A product team is debating between building a highly requested feature for 5% of power users versus a moderate improvement for 95% of casual users. Which framework BEST guides this decision?
Answer: Kano model analysis of user segments
The Kano model categorizes features by their impact on user satisfaction across segments, making it ideal for comparing value across different user types.
What is 'technical debt' and why should a PM care about it?
Answer: Shortcuts taken in code that slow future development and increase bug risk
Technical debt accumulates when quick solutions are chosen over proper ones, eventually slowing velocity and increasing instability, which PMs must balance against feature work.
Which discovery method is BEST for understanding how users actually behave in their natural environment versus how they say they behave?
Answer: Contextual inquiry / ethnographic observation
Contextual inquiry reveals real behavior in context, eliminating the gap between what users self-report and what they actually do.
What is a 'North Star Metric' (NSM) in product management?
Answer: A single metric that best captures the core value the product delivers to users
The North Star Metric aligns the entire team around the one number that best reflects user value and sustainable growth.
During a product review, an engineer says a feature is 'technically impossible.' How should a PM respond?
Answer: Accept the constraint and find an alternative solution or validate the claim with more context
PMs should explore constraints collaboratively — understanding WHY it's difficult often reveals alternative approaches or trade-offs worth considering.
What is 'feature flagging' used for in product management?
Answer: Controlling feature visibility to specific users or groups without separate deployments
Feature flags let teams deploy code to production while controlling which users see a feature, enabling gradual rollouts, A/B tests, and instant kill switches.