DS Analytical ReasoningProduct Interpretation

If a new feature increases engagement but decreases retention, how do you analyze the tradeoff?

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Interview question asked to Data Scientists interviewing at New Relic, Centrica, DeliveryHero and other companies. Original question asked: If a new feature increases engagement but decreases retention, how do you analyze the tradeoff?.